warning: commands will be executed using /bin/sh
job 1572 at Wed Jun 19 23:52:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1648792 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 549597 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 28993 members 
Mstep: Class 3 contains 28880 members 
Mstep: Class 4 contains 28793 members 
Mstep: Class 5 contains 28943 members 
Mstep: Class 6 contains 29097 members 
Mstep: Class 7 contains 28670 members 
Mstep: Class 8 contains 28984 members 
Mstep: Class 9 contains 28851 members 
Mstep: Class 10 contains 28950 members 
Mstep: Class 11 contains 28916 members 
Mstep: Class 12 contains 28759 members 
Mstep: Class 13 contains 28966 members 
Mstep: Class 14 contains 29046 members 
Mstep: Class 15 contains 29081 members 
Mstep: Class 16 contains 28808 members 
Mstep: Class 17 contains 28953 members 
Mstep: Class 18 contains 28830 members 
Mstep: Class 19 contains 28819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 840.265442 but Gain 2147.753906
Score: -27473390.000000 Penalty: 38659.550781
Iteration 0F: 19 clusters Score -2.747339e+07 nChanged 516290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1042 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 21534 members 
Mstep: Class 3 contains 25109 members 
Mstep: Class 4 contains 23704 members 
Mstep: Class 5 contains 38532 members 
Mstep: Class 6 contains 48120 members 
Mstep: Class 7 contains 31796 members 
Mstep: Class 9 contains 43379 members 
Mstep: Class 10 contains 14778 members 
Mstep: Class 11 contains 23287 members 
Mstep: Class 12 contains 69371 members 
Mstep: Class 13 contains 23379 members 
Mstep: Class 14 contains 38240 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 21161 members 
Mstep: Class 17 contains 39171 members 
Mstep: Class 18 contains 30049 members 
Mstep: Class 19 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29377076.000000 Penalty: 38659.550781
Iteration 1F: 19 clusters Score -2.937708e+07 nChanged 210230
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 14447 members 
Mstep: Class 3 contains 22922 members 
Mstep: Class 4 contains 16776 members 
Mstep: Class 5 contains 45921 members 
Mstep: Class 6 contains 59309 members 
Mstep: Class 7 contains 28133 members 
Mstep: Class 9 contains 44353 members 
Mstep: Class 10 contains 11723 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 106719 members 
Mstep: Class 13 contains 13399 members 
Mstep: Class 14 contains 35564 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 14579 members 
Mstep: Class 17 contains 43984 members 
Mstep: Class 18 contains 30157 members 
Mstep: Class 19 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29932926.000000 Penalty: 38659.550781
Iteration 2F: 19 clusters Score -2.993293e+07 nChanged 153913
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 9003 members 
Mstep: Class 3 contains 17362 members 
Mstep: Class 4 contains 7767 members 
Mstep: Class 5 contains 60288 members 
Mstep: Class 6 contains 74830 members 
Mstep: Class 7 contains 21870 members 
Mstep: Class 9 contains 48441 members 
Mstep: Class 10 contains 10637 members 
Mstep: Class 11 contains 12704 members 
Mstep: Class 12 contains 124900 members 
Mstep: Class 13 contains 11176 members 
Mstep: Class 14 contains 29307 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 46618 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30285216.000000 Penalty: 38659.550781
Iteration 3F: 19 clusters Score -3.028522e+07 nChanged 111423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 10847 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 74603 members 
Mstep: Class 6 contains 85789 members 
Mstep: Class 7 contains 14402 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 9835 members 
Mstep: Class 12 contains 145771 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 28240 members 
Mstep: Class 15 contains 7611 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 41749 members 
Mstep: Class 18 contains 19488 members 
Mstep: Class 19 contains 15616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30451994.000000 Penalty: 38659.550781
Iteration 4F: 19 clusters Score -3.045199e+07 nChanged 74011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 84243 members 
Mstep: Class 6 contains 90005 members 
Mstep: Class 7 contains 9842 members 
Mstep: Class 9 contains 37406 members 
Mstep: Class 10 contains 11097 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 12 contains 162264 members 
Mstep: Class 13 contains 9549 members 
Mstep: Class 14 contains 27036 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 36822 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 15731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30538496.000000 Penalty: 38659.550781
Iteration 5F: 19 clusters Score -3.05385e+07 nChanged 49727
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 7197 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 91245 members 
Mstep: Class 6 contains 91988 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8769 members 
Mstep: Class 12 contains 171253 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 25914 members 
Mstep: Class 15 contains 6603 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 33951 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 15255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30589086.000000 Penalty: 38659.550781
Iteration 6F: 19 clusters Score -3.058909e+07 nChanged 35761
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 97229 members 
Mstep: Class 6 contains 93368 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 9 contains 27493 members 
Mstep: Class 10 contains 11004 members 
Mstep: Class 11 contains 8130 members 
Mstep: Class 12 contains 173834 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 24906 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 33420 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30623608.000000 Penalty: 38659.550781
Iteration 7F: 19 clusters Score -3.062361e+07 nChanged 28823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 3 contains 7268 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 102717 members 
Mstep: Class 6 contains 94335 members 
Mstep: Class 7 contains 10082 members 
Mstep: Class 9 contains 23681 members 
Mstep: Class 10 contains 10613 members 
Mstep: Class 11 contains 7557 members 
Mstep: Class 12 contains 172402 members 
Mstep: Class 13 contains 7908 members 
Mstep: Class 14 contains 24334 members 
Mstep: Class 15 contains 6121 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 34075 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 14295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30648796.000000 Penalty: 38659.550781
Iteration 8F: 19 clusters Score -3.06488e+07 nChanged 25341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 9034 members 
Mstep: Class 3 contains 7563 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 108275 members 
Mstep: Class 6 contains 95073 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 9 contains 20294 members 
Mstep: Class 10 contains 10256 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 168368 members 
Mstep: Class 13 contains 7571 members 
Mstep: Class 14 contains 24052 members 
Mstep: Class 15 contains 5991 members 
Mstep: Class 16 contains 3791 members 
Mstep: Class 17 contains 34750 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30671452.000000 Penalty: 38659.550781
Iteration 9Q: 19 clusters Score -3.067145e+07 nChanged 22921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9366 members 
Mstep: Class 3 contains 7912 members 
Mstep: Class 4 contains 5981 members 
Mstep: Class 5 contains 113600 members 
Mstep: Class 6 contains 95583 members 
Mstep: Class 7 contains 14151 members 
Mstep: Class 9 contains 17450 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 162982 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 24068 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 35220 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 13545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30692694.000000 Penalty: 38659.550781
Iteration 10Q: 19 clusters Score -3.069269e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 6775 members 
Mstep: Class 5 contains 117330 members 
Mstep: Class 6 contains 95984 members 
Mstep: Class 7 contains 16234 members 
Mstep: Class 9 contains 15242 members 
Mstep: Class 10 contains 9727 members 
Mstep: Class 11 contains 7179 members 
Mstep: Class 12 contains 158289 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 24119 members 
Mstep: Class 15 contains 5911 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 17 contains 35537 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 13356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30708216.000000 Penalty: 38659.550781
Iteration 11Q: 19 clusters Score -3.070822e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9698 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 119444 members 
Mstep: Class 6 contains 96321 members 
Mstep: Class 7 contains 17823 members 
Mstep: Class 9 contains 13629 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 154925 members 
Mstep: Class 13 contains 7006 members 
Mstep: Class 14 contains 23983 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 35815 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30717926.000000 Penalty: 38659.550781
Iteration 12Q: 19 clusters Score -3.071793e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9756 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 120621 members 
Mstep: Class 6 contains 96585 members 
Mstep: Class 7 contains 18909 members 
Mstep: Class 9 contains 12468 members 
Mstep: Class 10 contains 9634 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 152556 members 
Mstep: Class 13 contains 6931 members 
Mstep: Class 14 contains 23504 members 
Mstep: Class 15 contains 5895 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 36140 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 13416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30723996.000000 Penalty: 38659.550781
Iteration 13Q: 19 clusters Score -3.0724e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 121368 members 
Mstep: Class 6 contains 96838 members 
Mstep: Class 7 contains 19637 members 
Mstep: Class 9 contains 11885 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 150687 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 14 contains 22937 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 36501 members 
Mstep: Class 18 contains 4966 members 
Mstep: Class 19 contains 13520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30727980.000000 Penalty: 38659.550781
Iteration 14Q: 19 clusters Score -3.072798e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9778 members 
Mstep: Class 3 contains 9303 members 
Mstep: Class 4 contains 8426 members 
Mstep: Class 5 contains 121896 members 
Mstep: Class 6 contains 97044 members 
Mstep: Class 7 contains 20103 members 
Mstep: Class 9 contains 11585 members 
Mstep: Class 10 contains 9740 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 149166 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 22368 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 36866 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 13651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30731070.000000 Penalty: 38659.550781
Iteration 15Q: 19 clusters Score -3.073107e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 9533 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 97234 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 9 contains 11408 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 147915 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 21868 members 
Mstep: Class 15 contains 5756 members 
Mstep: Class 16 contains 4450 members 
Mstep: Class 17 contains 37305 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 13794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30734104.000000 Penalty: 38659.550781
Iteration 16Q: 19 clusters Score -3.07341e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10088 members 
Mstep: Class 3 contains 9718 members 
Mstep: Class 4 contains 8653 members 
Mstep: Class 5 contains 122602 members 
Mstep: Class 6 contains 97378 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 9 contains 11356 members 
Mstep: Class 10 contains 9903 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 146853 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 21411 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 4449 members 
Mstep: Class 17 contains 37769 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 13957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30737222.000000 Penalty: 38659.550781
Iteration 17Q: 19 clusters Score -3.073722e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 9897 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 122857 members 
Mstep: Class 6 contains 97447 members 
Mstep: Class 7 contains 20616 members 
Mstep: Class 9 contains 11399 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 6729 members 
Mstep: Class 12 contains 145991 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 20992 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 4446 members 
Mstep: Class 17 contains 38270 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 14087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30739684.000000 Penalty: 38659.550781
Iteration 18Q: 19 clusters Score -3.073968e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 10076 members 
Mstep: Class 4 contains 8705 members 
Mstep: Class 5 contains 123100 members 
Mstep: Class 6 contains 97443 members 
Mstep: Class 7 contains 20579 members 
Mstep: Class 9 contains 11652 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 145236 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 20513 members 
Mstep: Class 15 contains 5515 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 38787 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 14172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30742010.000000 Penalty: 38659.550781
Iteration 19Q: 19 clusters Score -3.074201e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 10218 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 123292 members 
Mstep: Class 6 contains 97435 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 9 contains 11945 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 144570 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 20039 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 39328 members 
Mstep: Class 18 contains 5924 members 
Mstep: Class 19 contains 14248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30745100.000000 Penalty: 38659.550781
Iteration 20F: 19 clusters Score -3.07451e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 123492 members 
Mstep: Class 6 contains 97430 members 
Mstep: Class 7 contains 20466 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 6600 members 
Mstep: Class 12 contains 143937 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 19526 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 39960 members 
Mstep: Class 18 contains 5889 members 
Mstep: Class 19 contains 14093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30747146.000000 Penalty: 38659.550781
Iteration 21Q: 19 clusters Score -3.074715e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 8670 members 
Mstep: Class 5 contains 123642 members 
Mstep: Class 6 contains 97454 members 
Mstep: Class 7 contains 20387 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 143408 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 19041 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 40614 members 
Mstep: Class 18 contains 5843 members 
Mstep: Class 19 contains 13938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30748418.000000 Penalty: 38659.550781
Iteration 22Q: 19 clusters Score -3.074842e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 123777 members 
Mstep: Class 6 contains 97451 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 9 contains 12955 members 
Mstep: Class 10 contains 10332 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 142844 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 18537 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 41340 members 
Mstep: Class 18 contains 5771 members 
Mstep: Class 19 contains 13870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30749828.000000 Penalty: 38659.550781
Iteration 23Q: 19 clusters Score -3.074983e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11022 members 
Mstep: Class 3 contains 10889 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 123880 members 
Mstep: Class 6 contains 97456 members 
Mstep: Class 7 contains 20292 members 
Mstep: Class 9 contains 13411 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 6557 members 
Mstep: Class 12 contains 142172 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 17 contains 42165 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30751050.000000 Penalty: 38659.550781
Iteration 24Q: 19 clusters Score -3.075105e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10959 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 8470 members 
Mstep: Class 5 contains 123935 members 
Mstep: Class 6 contains 97452 members 
Mstep: Class 7 contains 20261 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 12 contains 141583 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 17416 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 42977 members 
Mstep: Class 18 contains 5570 members 
Mstep: Class 19 contains 13969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30752208.000000 Penalty: 38659.550781
Iteration 25Q: 19 clusters Score -3.075221e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10895 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 123995 members 
Mstep: Class 6 contains 97416 members 
Mstep: Class 7 contains 20208 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 140981 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 16776 members 
Mstep: Class 15 contains 4882 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 5449 members 
Mstep: Class 19 contains 14077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30753560.000000 Penalty: 38659.550781
Iteration 26Q: 19 clusters Score -3.075356e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10831 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 8265 members 
Mstep: Class 5 contains 124046 members 
Mstep: Class 6 contains 97348 members 
Mstep: Class 7 contains 20106 members 
Mstep: Class 9 contains 15170 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 140313 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 16079 members 
Mstep: Class 15 contains 4804 members 
Mstep: Class 16 contains 4003 members 
Mstep: Class 17 contains 44704 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 14231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30755120.000000 Penalty: 38659.550781
Iteration 27Q: 19 clusters Score -3.075512e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10831 members 
Mstep: Class 3 contains 11396 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 124082 members 
Mstep: Class 6 contains 97248 members 
Mstep: Class 7 contains 19997 members 
Mstep: Class 9 contains 15970 members 
Mstep: Class 10 contains 10528 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 139529 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 15306 members 
Mstep: Class 15 contains 4742 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 45650 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 14437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30756762.000000 Penalty: 38659.550781
Iteration 28Q: 19 clusters Score -3.075676e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 11450 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 124148 members 
Mstep: Class 6 contains 97136 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 9 contains 16836 members 
Mstep: Class 10 contains 10581 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 138661 members 
Mstep: Class 13 contains 6624 members 
Mstep: Class 14 contains 14508 members 
Mstep: Class 15 contains 4694 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 46643 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 14617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30758370.000000 Penalty: 38659.550781
Iteration 29Q: 19 clusters Score -3.075837e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11113 members 
Mstep: Class 3 contains 11487 members 
Mstep: Class 4 contains 7851 members 
Mstep: Class 5 contains 124244 members 
Mstep: Class 6 contains 97032 members 
Mstep: Class 7 contains 19588 members 
Mstep: Class 9 contains 17780 members 
Mstep: Class 10 contains 10632 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 137567 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 13647 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 47803 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30759604.000000 Penalty: 38659.550781
Iteration 30Q: 19 clusters Score -3.07596e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 11528 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 124330 members 
Mstep: Class 6 contains 96921 members 
Mstep: Class 7 contains 19451 members 
Mstep: Class 9 contains 18679 members 
Mstep: Class 10 contains 10685 members 
Mstep: Class 11 contains 6757 members 
Mstep: Class 12 contains 136319 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 16 contains 3673 members 
Mstep: Class 17 contains 49091 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 19 contains 14921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30760918.000000 Penalty: 38659.550781
Iteration 31Q: 19 clusters Score -3.076092e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 7510 members 
Mstep: Class 5 contains 124394 members 
Mstep: Class 6 contains 96812 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 9 contains 19496 members 
Mstep: Class 10 contains 10699 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 134963 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 12115 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 50405 members 
Mstep: Class 18 contains 4509 members 
Mstep: Class 19 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30762020.000000 Penalty: 38659.550781
Iteration 32Q: 19 clusters Score -3.076202e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 7384 members 
Mstep: Class 5 contains 124446 members 
Mstep: Class 6 contains 96714 members 
Mstep: Class 7 contains 19304 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 133447 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 3552 members 
Mstep: Class 17 contains 51845 members 
Mstep: Class 18 contains 4435 members 
Mstep: Class 19 contains 15145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30763290.000000 Penalty: 38659.550781
Iteration 33Q: 19 clusters Score -3.076329e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 11619 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 124479 members 
Mstep: Class 6 contains 96642 members 
Mstep: Class 7 contains 19289 members 
Mstep: Class 9 contains 20769 members 
Mstep: Class 10 contains 10755 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 131645 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 10941 members 
Mstep: Class 15 contains 4578 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 53496 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 15237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30764220.000000 Penalty: 38659.550781
Iteration 34Q: 19 clusters Score -3.076422e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 11624 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 124473 members 
Mstep: Class 6 contains 96569 members 
Mstep: Class 7 contains 19309 members 
Mstep: Class 9 contains 21277 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 129513 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 10537 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 16 contains 3407 members 
Mstep: Class 17 contains 55414 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 15309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30765104.000000 Penalty: 38659.550781
Iteration 35Q: 19 clusters Score -3.07651e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 11617 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 124514 members 
Mstep: Class 6 contains 96512 members 
Mstep: Class 7 contains 19347 members 
Mstep: Class 9 contains 21672 members 
Mstep: Class 10 contains 10813 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 127000 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 10219 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 57696 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 15344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30766530.000000 Penalty: 38659.550781
Iteration 36Q: 19 clusters Score -3.076653e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 11623 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 124508 members 
Mstep: Class 6 contains 96459 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 9 contains 22011 members 
Mstep: Class 10 contains 10854 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 124051 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 9993 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 60350 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30767966.000000 Penalty: 38659.550781
Iteration 37Q: 19 clusters Score -3.076797e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 11627 members 
Mstep: Class 4 contains 7032 members 
Mstep: Class 5 contains 124550 members 
Mstep: Class 6 contains 96409 members 
Mstep: Class 7 contains 19430 members 
Mstep: Class 9 contains 22280 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 120526 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 9815 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 63544 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 15302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30770158.000000 Penalty: 38659.550781
Iteration 38Q: 19 clusters Score -3.077016e+07 nChanged 5986
Entering ConstructFrom: 
Score: -30770158.000000 Penalty: 38659.550781
Entering ConstructFrom: 
Trying to split cluster 1 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -572836.812500 Penalty: 1502.959961
	Iteration 0F: 2 clusters Score -572836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -565548.750000 Penalty: 3005.919922
	Iteration 0F: 3 clusters Score -565548.8 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -571220.000000 Penalty: 3005.919922
	Iteration 1F: 3 clusters Score -571220 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -574986.750000 Penalty: 3005.919922
	Iteration 2F: 3 clusters Score -574986.8 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -576878.875000 Penalty: 3005.919922
	Iteration 3F: 3 clusters Score -576878.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -577656.062500 Penalty: 3005.919922
	Iteration 4F: 3 clusters Score -577656.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -578080.437500 Penalty: 3005.919922
	Iteration 5Q: 3 clusters Score -578080.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -578365.812500 Penalty: 3005.919922
	Iteration 6Q: 3 clusters Score -578365.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -578561.312500 Penalty: 3005.919922
	Iteration 7Q: 3 clusters Score -578561.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -578648.625000 Penalty: 3005.919922
	Iteration 8Q: 3 clusters Score -578648.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -578685.687500 Penalty: 3005.919922
	Iteration 9Q: 3 clusters Score -578685.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -578726.375000 Penalty: 3005.919922
	Iteration 10Q: 3 clusters Score -578726.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -578770.250000 Penalty: 3005.919922
	Iteration 11Q: 3 clusters Score -578770.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -578828.625000 Penalty: 3005.919922
	Iteration 12Q: 3 clusters Score -578828.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -578884.750000 Penalty: 3005.919922
	Iteration 13Q: 3 clusters Score -578884.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -578942.125000 Penalty: 3005.919922
	Iteration 14Q: 3 clusters Score -578942.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -578976.375000 Penalty: 3005.919922
	Iteration 15Q: 3 clusters Score -578976.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -579004.937500 Penalty: 3005.919922
	Iteration 16Q: 3 clusters Score -579004.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -579028.750000 Penalty: 3005.919922
	Iteration 17Q: 3 clusters Score -579028.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -579048.625000 Penalty: 3005.919922
	Iteration 18Q: 3 clusters Score -579048.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -579056.625000 Penalty: 3005.919922
	Iteration 19Q: 3 clusters Score -579056.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -579061.937500 Penalty: 3005.919922
	Iteration 20F: 3 clusters Score -579061.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -579066.312500 Penalty: 3005.919922
	Iteration 21Q: 3 clusters Score -579066.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -579069.437500 Penalty: 3005.919922
	Iteration 22Q: 3 clusters Score -579069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -579070.437500 Penalty: 3005.919922
	Iteration 23Q: 3 clusters Score -579070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -579072.875000 Penalty: 3005.919922
	Iteration 24Q: 3 clusters Score -579072.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -579077.375000 Penalty: 3005.919922
	Iteration 25Q: 3 clusters Score -579077.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -579082.437500 Penalty: 3005.919922
	Iteration 26Q: 3 clusters Score -579082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -579085.062500 Penalty: 3005.919922
	Iteration 27Q: 3 clusters Score -579085.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -579091.187500 Penalty: 3005.919922
	Iteration 28Q: 3 clusters Score -579091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -579097.250000 Penalty: 3005.919922
	Iteration 29Q: 3 clusters Score -579097.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -579103.187500 Penalty: 3005.919922
	Iteration 30Q: 3 clusters Score -579103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -579119.375000 Penalty: 3005.919922
	Iteration 31Q: 3 clusters Score -579119.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -579145.687500 Penalty: 3005.919922
	Iteration 32Q: 3 clusters Score -579145.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -579199.562500 Penalty: 3005.919922
	Iteration 33Q: 3 clusters Score -579199.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -579382.437500 Penalty: 3005.919922
	Iteration 34Q: 3 clusters Score -579382.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -579782.250000 Penalty: 3005.919922
	Iteration 35Q: 3 clusters Score -579782.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -580113.000000 Penalty: 3005.919922
	Iteration 36Q: 3 clusters Score -580113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -580163.375000 Penalty: 3005.919922
	Iteration 37Q: 3 clusters Score -580163.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -580172.375000 Penalty: 3005.919922
	Iteration 38Q: 3 clusters Score -580172.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -580176.937500 Penalty: 3005.919922
	Iteration 39Q: 3 clusters Score -580176.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -580180.812500 Penalty: 3005.919922
	Iteration 40F: 3 clusters Score -580180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -580184.812500 Penalty: 3005.919922
	Iteration 41Q: 3 clusters Score -580184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -580186.437500 Penalty: 3005.919922
	Iteration 42Q: 3 clusters Score -580186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -580191.750000 Penalty: 3005.919922
	Iteration 43Q: 3 clusters Score -580191.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -580195.312500 Penalty: 3005.919922
	Iteration 44Q: 3 clusters Score -580195.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -580200.687500 Penalty: 3005.919922
	Iteration 45Q: 3 clusters Score -580200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -580203.500000 Penalty: 3005.919922
	Iteration 46Q: 3 clusters Score -580203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -580207.562500 Penalty: 3005.919922
	Iteration 47Q: 3 clusters Score -580207.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -580217.687500 Penalty: 3005.919922
	Iteration 48Q: 3 clusters Score -580217.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -580229.250000 Penalty: 3005.919922
	Iteration 49Q: 3 clusters Score -580229.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -580244.187500 Penalty: 3005.919922
	Iteration 50Q: 3 clusters Score -580244.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -580264.750000 Penalty: 3005.919922
	Iteration 51Q: 3 clusters Score -580264.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -580295.375000 Penalty: 3005.919922
	Iteration 52Q: 3 clusters Score -580295.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -580316.500000 Penalty: 3005.919922
	Iteration 53Q: 3 clusters Score -580316.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -580334.562500 Penalty: 3005.919922
	Iteration 54Q: 3 clusters Score -580334.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -580347.625000 Penalty: 3005.919922
	Iteration 55Q: 3 clusters Score -580347.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -580359.312500 Penalty: 3005.919922
	Iteration 56Q: 3 clusters Score -580359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -580363.875000 Penalty: 3005.919922
	Iteration 57Q: 3 clusters Score -580363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -580365.375000 Penalty: 3005.919922
	Iteration 58Q: 3 clusters Score -580365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -580365.562500 Penalty: 3005.919922
	Iteration 59Q: 3 clusters Score -580365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -580389.687500 Penalty: 3005.919922
	Iteration 60F: 3 clusters Score -580389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -580401.687500 Penalty: 3005.919922
	Iteration 61Q: 3 clusters Score -580401.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -580412.000000 Penalty: 3005.919922
	Iteration 62Q: 3 clusters Score -580412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -580413.375000 Penalty: 3005.919922
	Iteration 63Q: 3 clusters Score -580413.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -580414.500000 Penalty: 3005.919922
	Iteration 64Q: 3 clusters Score -580414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -580415.500000 Penalty: 3005.919922
	Iteration 65Q: 3 clusters Score -580415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -580415.500000 Penalty: 3005.919922
	Iteration 66F: 3 clusters Score -580415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 124626 members 
Mstep: Class 6 contains 96360 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Entering Unmasked Estep 
Score: -30778432.000000 Penalty: 40807.304688
Splitting cluster 1 changes total score from -30770158.000000 to -30778432.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (11826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Entering Unmasked Estep 
Score: -679912.000000 Penalty: 1523.934082
	Iteration 0F: 2 clusters Score -679912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -671554.812500 Penalty: 3047.868164
	Iteration 0F: 3 clusters Score -671554.8 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -675061.312500 Penalty: 3047.868164
	Iteration 1F: 3 clusters Score -675061.3 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -676332.000000 Penalty: 3047.868164
	Iteration 2F: 3 clusters Score -676332 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -677730.812500 Penalty: 3047.868164
	Iteration 3F: 3 clusters Score -677730.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -678856.125000 Penalty: 3047.868164
	Iteration 4F: 3 clusters Score -678856.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -679595.000000 Penalty: 3047.868164
	Iteration 5F: 3 clusters Score -679595 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -679994.125000 Penalty: 3047.868164
	Iteration 6Q: 3 clusters Score -679994.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -680198.062500 Penalty: 3047.868164
	Iteration 7Q: 3 clusters Score -680198.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -680296.812500 Penalty: 3047.868164
	Iteration 8Q: 3 clusters Score -680296.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -680348.312500 Penalty: 3047.868164
	Iteration 9Q: 3 clusters Score -680348.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -680384.500000 Penalty: 3047.868164
	Iteration 10Q: 3 clusters Score -680384.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -680414.437500 Penalty: 3047.868164
	Iteration 11Q: 3 clusters Score -680414.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -680431.687500 Penalty: 3047.868164
	Iteration 12Q: 3 clusters Score -680431.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -680442.312500 Penalty: 3047.868164
	Iteration 13Q: 3 clusters Score -680442.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -680453.500000 Penalty: 3047.868164
	Iteration 14Q: 3 clusters Score -680453.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -680460.812500 Penalty: 3047.868164
	Iteration 15Q: 3 clusters Score -680460.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -680463.750000 Penalty: 3047.868164
	Iteration 16Q: 3 clusters Score -680463.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -680468.062500 Penalty: 3047.868164
	Iteration 17Q: 3 clusters Score -680468.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -680471.625000 Penalty: 3047.868164
	Iteration 18Q: 3 clusters Score -680471.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -680473.875000 Penalty: 3047.868164
	Iteration 19Q: 3 clusters Score -680473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -680475.375000 Penalty: 3047.868164
	Iteration 20F: 3 clusters Score -680475.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -680481.187500 Penalty: 3047.868164
	Iteration 21Q: 3 clusters Score -680481.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -680483.875000 Penalty: 3047.868164
	Iteration 22Q: 3 clusters Score -680483.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -680486.250000 Penalty: 3047.868164
	Iteration 23Q: 3 clusters Score -680486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -680489.687500 Penalty: 3047.868164
	Iteration 24Q: 3 clusters Score -680489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -680491.375000 Penalty: 3047.868164
	Iteration 25Q: 3 clusters Score -680491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -680492.125000 Penalty: 3047.868164
	Iteration 26Q: 3 clusters Score -680492.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -680494.937500 Penalty: 3047.868164
	Iteration 27Q: 3 clusters Score -680494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -680497.437500 Penalty: 3047.868164
	Iteration 28Q: 3 clusters Score -680497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -680499.562500 Penalty: 3047.868164
	Iteration 29Q: 3 clusters Score -680499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -680498.875000 Penalty: 3047.868164
	Iteration 30Q: 3 clusters Score -680498.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -680501.687500 Penalty: 3047.868164
	Iteration 31Q: 3 clusters Score -680501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -680505.312500 Penalty: 3047.868164
	Iteration 32Q: 3 clusters Score -680505.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -680508.250000 Penalty: 3047.868164
	Iteration 33Q: 3 clusters Score -680508.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -680508.375000 Penalty: 3047.868164
	Iteration 34Q: 3 clusters Score -680508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -680511.187500 Penalty: 3047.868164
	Iteration 35Q: 3 clusters Score -680511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -680512.937500 Penalty: 3047.868164
	Iteration 36Q: 3 clusters Score -680512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -680512.000000 Penalty: 3047.868164
	Iteration 37Q: 3 clusters Score -680512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -680512.187500 Penalty: 3047.868164
	Iteration 38Q: 3 clusters Score -680512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -680510.687500 Penalty: 3047.868164
	Iteration 39Q: 3 clusters Score -680510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -680511.562500 Penalty: 3047.868164
	Iteration 40F: 3 clusters Score -680511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -680512.750000 Penalty: 3047.868164
	Iteration 41Q: 3 clusters Score -680512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -680512.937500 Penalty: 3047.868164
	Iteration 42Q: 3 clusters Score -680512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -680513.000000 Penalty: 3047.868164
	Iteration 43Q: 3 clusters Score -680513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -680512.312500 Penalty: 3047.868164
	Iteration 44Q: 3 clusters Score -680512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -680513.000000 Penalty: 3047.868164
	Iteration 45Q: 3 clusters Score -680513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -680513.937500 Penalty: 3047.868164
	Iteration 46Q: 3 clusters Score -680513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -680513.812500 Penalty: 3047.868164
	Iteration 47Q: 3 clusters Score -680513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -680512.687500 Penalty: 3047.868164
	Iteration 48Q: 3 clusters Score -680512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -680515.062500 Penalty: 3047.868164
	Iteration 49Q: 3 clusters Score -680515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -680514.250000 Penalty: 3047.868164
	Iteration 50Q: 3 clusters Score -680514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -680516.187500 Penalty: 3047.868164
	Iteration 51Q: 3 clusters Score -680516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -680516.562500 Penalty: 3047.868164
	Iteration 52Q: 3 clusters Score -680516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -680517.500000 Penalty: 3047.868164
	Iteration 53Q: 3 clusters Score -680517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -680517.437500 Penalty: 3047.868164
	Iteration 54Q: 3 clusters Score -680517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -680518.562500 Penalty: 3047.868164
	Iteration 55Q: 3 clusters Score -680518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -680517.250000 Penalty: 3047.868164
	Iteration 56Q: 3 clusters Score -680517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -680517.000000 Penalty: 3047.868164
	Iteration 57Q: 3 clusters Score -680517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -680517.312500 Penalty: 3047.868164
	Iteration 58Q: 3 clusters Score -680517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -680517.500000 Penalty: 3047.868164
	Iteration 59Q: 3 clusters Score -680517.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -680517.500000 Penalty: 3047.868164
	Iteration 60F: 3 clusters Score -680517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -680519.687500 Penalty: 3047.868164
	Iteration 61Q: 3 clusters Score -680519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -680518.375000 Penalty: 3047.868164
	Iteration 62Q: 3 clusters Score -680518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -680520.937500 Penalty: 3047.868164
	Iteration 63Q: 3 clusters Score -680520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -680519.875000 Penalty: 3047.868164
	Iteration 64Q: 3 clusters Score -680519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -680521.687500 Penalty: 3047.868164
	Iteration 65Q: 3 clusters Score -680521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -680523.062500 Penalty: 3047.868164
	Iteration 66Q: 3 clusters Score -680523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -680521.562500 Penalty: 3047.868164
	Iteration 67Q: 3 clusters Score -680521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -680522.375000 Penalty: 3047.868164
	Iteration 68Q: 3 clusters Score -680522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -680522.375000 Penalty: 3047.868164
	Iteration 69F: 3 clusters Score -680522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 124626 members 
Mstep: Class 6 contains 96360 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Entering Unmasked Estep 
Score: -30778476.000000 Penalty: 42955.058594
Splitting cluster 2 changes total score from -30770158.000000 to -30778476.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (11620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Entering Unmasked Estep 
Score: -608139.687500 Penalty: 1521.078491
	Iteration 0F: 2 clusters Score -608139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -599979.187500 Penalty: 3042.156982
	Iteration 0F: 3 clusters Score -599979.2 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -603145.812500 Penalty: 3042.156982
	Iteration 1F: 3 clusters Score -603145.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -603911.437500 Penalty: 3042.156982
	Iteration 2F: 3 clusters Score -603911.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -604594.187500 Penalty: 3042.156982
	Iteration 3F: 3 clusters Score -604594.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -605214.687500 Penalty: 3042.156982
	Iteration 4F: 3 clusters Score -605214.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -605676.750000 Penalty: 3042.156982
	Iteration 5F: 3 clusters Score -605676.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -605911.812500 Penalty: 3042.156982
	Iteration 6Q: 3 clusters Score -605911.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -606082.000000 Penalty: 3042.156982
	Iteration 7Q: 3 clusters Score -606082 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -606226.937500 Penalty: 3042.156982
	Iteration 8Q: 3 clusters Score -606226.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -606373.687500 Penalty: 3042.156982
	Iteration 9Q: 3 clusters Score -606373.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -606548.750000 Penalty: 3042.156982
	Iteration 10Q: 3 clusters Score -606548.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -606767.312500 Penalty: 3042.156982
	Iteration 11Q: 3 clusters Score -606767.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -607163.312500 Penalty: 3042.156982
	Iteration 12Q: 3 clusters Score -607163.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -607874.875000 Penalty: 3042.156982
	Iteration 13Q: 3 clusters Score -607874.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -608848.000000 Penalty: 3042.156982
	Iteration 14Q: 3 clusters Score -608848 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -609445.562500 Penalty: 3042.156982
	Iteration 15Q: 3 clusters Score -609445.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -609820.375000 Penalty: 3042.156982
	Iteration 16Q: 3 clusters Score -609820.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -610260.625000 Penalty: 3042.156982
	Iteration 17Q: 3 clusters Score -610260.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -610698.500000 Penalty: 3042.156982
	Iteration 18Q: 3 clusters Score -610698.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -610883.062500 Penalty: 3042.156982
	Iteration 19Q: 3 clusters Score -610883.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -610953.812500 Penalty: 3042.156982
	Iteration 20F: 3 clusters Score -610953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -610964.250000 Penalty: 3042.156982
	Iteration 21Q: 3 clusters Score -610964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -610966.250000 Penalty: 3042.156982
	Iteration 22Q: 3 clusters Score -610966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -610966.500000 Penalty: 3042.156982
	Iteration 23Q: 3 clusters Score -610966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -610966.500000 Penalty: 3042.156982
	Iteration 24F: 3 clusters Score -610966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 124626 members 
Mstep: Class 6 contains 96360 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Entering Unmasked Estep 
Score: -30780780.000000 Penalty: 45102.812500
Splitting cluster 3 changes total score from -30770158.000000 to -30780780.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -401684.250000 Penalty: 1438.278931
	Iteration 0F: 2 clusters Score -401684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -396477.156250 Penalty: 2876.557861
	Iteration 0F: 3 clusters Score -396477.2 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -398346.218750 Penalty: 2876.557861
	Iteration 1F: 3 clusters Score -398346.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -398845.500000 Penalty: 2876.557861
	Iteration 2F: 3 clusters Score -398845.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -399326.250000 Penalty: 2876.557861
	Iteration 3F: 3 clusters Score -399326.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -399751.812500 Penalty: 2876.557861
	Iteration 4F: 3 clusters Score -399751.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -400103.093750 Penalty: 2876.557861
	Iteration 5F: 3 clusters Score -400103.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -400360.125000 Penalty: 2876.557861
	Iteration 6Q: 3 clusters Score -400360.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -400540.093750 Penalty: 2876.557861
	Iteration 7Q: 3 clusters Score -400540.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -400640.187500 Penalty: 2876.557861
	Iteration 8Q: 3 clusters Score -400640.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -400718.531250 Penalty: 2876.557861
	Iteration 9Q: 3 clusters Score -400718.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -400778.968750 Penalty: 2876.557861
	Iteration 10Q: 3 clusters Score -400779 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -400833.937500 Penalty: 2876.557861
	Iteration 11Q: 3 clusters Score -400833.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -400881.500000 Penalty: 2876.557861
	Iteration 12Q: 3 clusters Score -400881.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -400916.781250 Penalty: 2876.557861
	Iteration 13Q: 3 clusters Score -400916.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -400946.718750 Penalty: 2876.557861
	Iteration 14Q: 3 clusters Score -400946.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -400977.062500 Penalty: 2876.557861
	Iteration 15Q: 3 clusters Score -400977.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -401002.781250 Penalty: 2876.557861
	Iteration 16Q: 3 clusters Score -401002.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -401019.875000 Penalty: 2876.557861
	Iteration 17Q: 3 clusters Score -401019.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -401033.500000 Penalty: 2876.557861
	Iteration 18Q: 3 clusters Score -401033.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -401049.406250 Penalty: 2876.557861
	Iteration 19Q: 3 clusters Score -401049.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -401065.562500 Penalty: 2876.557861
	Iteration 20F: 3 clusters Score -401065.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -401081.250000 Penalty: 2876.557861
	Iteration 21Q: 3 clusters Score -401081.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -401095.156250 Penalty: 2876.557861
	Iteration 22Q: 3 clusters Score -401095.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -401113.250000 Penalty: 2876.557861
	Iteration 23Q: 3 clusters Score -401113.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -401131.875000 Penalty: 2876.557861
	Iteration 24Q: 3 clusters Score -401131.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -401152.812500 Penalty: 2876.557861
	Iteration 25Q: 3 clusters Score -401152.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -401169.875000 Penalty: 2876.557861
	Iteration 26Q: 3 clusters Score -401169.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -401188.875000 Penalty: 2876.557861
	Iteration 27Q: 3 clusters Score -401188.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -401208.812500 Penalty: 2876.557861
	Iteration 28Q: 3 clusters Score -401208.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -401231.562500 Penalty: 2876.557861
	Iteration 29Q: 3 clusters Score -401231.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -401250.937500 Penalty: 2876.557861
	Iteration 30Q: 3 clusters Score -401250.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -401268.812500 Penalty: 2876.557861
	Iteration 31Q: 3 clusters Score -401268.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -401290.875000 Penalty: 2876.557861
	Iteration 32Q: 3 clusters Score -401290.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -401304.531250 Penalty: 2876.557861
	Iteration 33Q: 3 clusters Score -401304.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -401316.562500 Penalty: 2876.557861
	Iteration 34Q: 3 clusters Score -401316.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -401327.031250 Penalty: 2876.557861
	Iteration 35Q: 3 clusters Score -401327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -401334.093750 Penalty: 2876.557861
	Iteration 36Q: 3 clusters Score -401334.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -401340.125000 Penalty: 2876.557861
	Iteration 37Q: 3 clusters Score -401340.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -401344.156250 Penalty: 2876.557861
	Iteration 38Q: 3 clusters Score -401344.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -401345.781250 Penalty: 2876.557861
	Iteration 39Q: 3 clusters Score -401345.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -401349.625000 Penalty: 2876.557861
	Iteration 40F: 3 clusters Score -401349.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -401352.187500 Penalty: 2876.557861
	Iteration 41Q: 3 clusters Score -401352.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -401355.312500 Penalty: 2876.557861
	Iteration 42Q: 3 clusters Score -401355.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -401358.968750 Penalty: 2876.557861
	Iteration 43Q: 3 clusters Score -401359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -401365.218750 Penalty: 2876.557861
	Iteration 44Q: 3 clusters Score -401365.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -401371.187500 Penalty: 2876.557861
	Iteration 45Q: 3 clusters Score -401371.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -401375.968750 Penalty: 2876.557861
	Iteration 46Q: 3 clusters Score -401376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -401380.906250 Penalty: 2876.557861
	Iteration 47Q: 3 clusters Score -401380.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -401385.812500 Penalty: 2876.557861
	Iteration 48Q: 3 clusters Score -401385.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -401391.312500 Penalty: 2876.557861
	Iteration 49Q: 3 clusters Score -401391.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -401398.625000 Penalty: 2876.557861
	Iteration 50Q: 3 clusters Score -401398.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -401404.187500 Penalty: 2876.557861
	Iteration 51Q: 3 clusters Score -401404.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -401408.093750 Penalty: 2876.557861
	Iteration 52Q: 3 clusters Score -401408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -401409.250000 Penalty: 2876.557861
	Iteration 53Q: 3 clusters Score -401409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -401410.781250 Penalty: 2876.557861
	Iteration 54Q: 3 clusters Score -401410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -401411.781250 Penalty: 2876.557861
	Iteration 55Q: 3 clusters Score -401411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -401413.343750 Penalty: 2876.557861
	Iteration 56Q: 3 clusters Score -401413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -401413.812500 Penalty: 2876.557861
	Iteration 57Q: 3 clusters Score -401413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -401414.593750 Penalty: 2876.557861
	Iteration 58Q: 3 clusters Score -401414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -401415.843750 Penalty: 2876.557861
	Iteration 59Q: 3 clusters Score -401415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -401416.968750 Penalty: 2876.557861
	Iteration 60F: 3 clusters Score -401417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -401418.656250 Penalty: 2876.557861
	Iteration 61Q: 3 clusters Score -401418.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -401419.906250 Penalty: 2876.557861
	Iteration 62Q: 3 clusters Score -401419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -401420.875000 Penalty: 2876.557861
	Iteration 63Q: 3 clusters Score -401420.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -401421.781250 Penalty: 2876.557861
	Iteration 64Q: 3 clusters Score -401421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -401422.031250 Penalty: 2876.557861
	Iteration 65Q: 3 clusters Score -401422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -401423.187500 Penalty: 2876.557861
	Iteration 66Q: 3 clusters Score -401423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -401423.093750 Penalty: 2876.557861
	Iteration 67Q: 3 clusters Score -401423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -401423.968750 Penalty: 2876.557861
	Iteration 68Q: 3 clusters Score -401424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -401424.125000 Penalty: 2876.557861
	Iteration 69Q: 3 clusters Score -401424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -401424.031250 Penalty: 2876.557861
	Iteration 70Q: 3 clusters Score -401424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -401424.031250 Penalty: 2876.557861
	Iteration 71F: 3 clusters Score -401424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124626 members 
Entering Unmasked Estep 
Score: -7385326.000000 Penalty: 1906.624268
	Iteration 0F: 2 clusters Score -7385326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -7301762.000000 Penalty: 3813.248535
	Iteration 0F: 3 clusters Score -7301762 nChanged 59983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -7339520.000000 Penalty: 3813.248535
	Iteration 1F: 3 clusters Score -7339520 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -7344311.000000 Penalty: 3813.248535
	Iteration 2F: 3 clusters Score -7344311 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -7351167.000000 Penalty: 3813.248535
	Iteration 3F: 3 clusters Score -7351167 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -7358348.500000 Penalty: 3813.248535
	Iteration 4F: 3 clusters Score -7358348 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -7363579.000000 Penalty: 3813.248535
	Iteration 5F: 3 clusters Score -7363579 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -7366369.500000 Penalty: 3813.248535
	Iteration 6F: 3 clusters Score -7366370 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -7367791.500000 Penalty: 3813.248535
	Iteration 7Q: 3 clusters Score -7367792 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -7368659.000000 Penalty: 3813.248535
	Iteration 8Q: 3 clusters Score -7368659 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -7369229.500000 Penalty: 3813.248535
	Iteration 9Q: 3 clusters Score -7369230 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -7369877.500000 Penalty: 3813.248535
	Iteration 10Q: 3 clusters Score -7369878 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -7370555.500000 Penalty: 3813.248535
	Iteration 11Q: 3 clusters Score -7370556 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -7371405.000000 Penalty: 3813.248535
	Iteration 12Q: 3 clusters Score -7371405 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -7372605.500000 Penalty: 3813.248535
	Iteration 13Q: 3 clusters Score -7372606 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -7373901.000000 Penalty: 3813.248535
	Iteration 14Q: 3 clusters Score -7373901 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -7375353.000000 Penalty: 3813.248535
	Iteration 15Q: 3 clusters Score -7375353 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -7376735.000000 Penalty: 3813.248535
	Iteration 16Q: 3 clusters Score -7376735 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -7377906.000000 Penalty: 3813.248535
	Iteration 17Q: 3 clusters Score -7377906 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -7378989.500000 Penalty: 3813.248535
	Iteration 18Q: 3 clusters Score -7378990 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -7379951.500000 Penalty: 3813.248535
	Iteration 19Q: 3 clusters Score -7379952 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -7380840.000000 Penalty: 3813.248535
	Iteration 20F: 3 clusters Score -7380840 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -7382114.500000 Penalty: 3813.248535
	Iteration 21Q: 3 clusters Score -7382114 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -7383976.500000 Penalty: 3813.248535
	Iteration 22Q: 3 clusters Score -7383976 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -7386759.000000 Penalty: 3813.248535
	Iteration 23Q: 3 clusters Score -7386759 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -7391220.000000 Penalty: 3813.248535
	Iteration 24Q: 3 clusters Score -7391220 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -7396478.500000 Penalty: 3813.248535
	Iteration 25Q: 3 clusters Score -7396478 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -7400619.000000 Penalty: 3813.248535
	Iteration 26Q: 3 clusters Score -7400619 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -7402913.000000 Penalty: 3813.248535
	Iteration 27Q: 3 clusters Score -7402913 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -7403693.000000 Penalty: 3813.248535
	Iteration 28Q: 3 clusters Score -7403693 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -7404013.500000 Penalty: 3813.248535
	Iteration 29Q: 3 clusters Score -7404014 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -7404050.500000 Penalty: 3813.248535
	Iteration 30Q: 3 clusters Score -7404050 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -7404091.000000 Penalty: 3813.248535
	Iteration 31Q: 3 clusters Score -7404091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -7404101.000000 Penalty: 3813.248535
	Iteration 32Q: 3 clusters Score -7404101 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -7404083.500000 Penalty: 3813.248535
	Iteration 33Q: 3 clusters Score -7404084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -7404075.500000 Penalty: 3813.248535
	Iteration 34Q: 3 clusters Score -7404076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -7404089.000000 Penalty: 3813.248535
	Iteration 35Q: 3 clusters Score -7404089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -7404108.000000 Penalty: 3813.248535
	Iteration 36Q: 3 clusters Score -7404108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -7404089.500000 Penalty: 3813.248535
	Iteration 37Q: 3 clusters Score -7404090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -7404086.500000 Penalty: 3813.248535
	Iteration 38Q: 3 clusters Score -7404086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -7404079.500000 Penalty: 3813.248535
	Iteration 39Q: 3 clusters Score -7404080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -7404109.000000 Penalty: 3813.248535
	Iteration 40F: 3 clusters Score -7404109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -7404123.500000 Penalty: 3813.248535
	Iteration 41Q: 3 clusters Score -7404124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -7404121.500000 Penalty: 3813.248535
	Iteration 42Q: 3 clusters Score -7404122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -7404120.000000 Penalty: 3813.248535
	Iteration 43Q: 3 clusters Score -7404120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -7404110.000000 Penalty: 3813.248535
	Iteration 44Q: 3 clusters Score -7404110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -7404112.000000 Penalty: 3813.248535
	Iteration 45Q: 3 clusters Score -7404112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -7404112.500000 Penalty: 3813.248535
	Iteration 46Q: 3 clusters Score -7404112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -7404110.500000 Penalty: 3813.248535
	Iteration 47Q: 3 clusters Score -7404110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -7404106.000000 Penalty: 3813.248535
	Iteration 48Q: 3 clusters Score -7404106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -7404107.500000 Penalty: 3813.248535
	Iteration 49Q: 3 clusters Score -7404108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -7404112.500000 Penalty: 3813.248535
	Iteration 50Q: 3 clusters Score -7404112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -7404112.500000 Penalty: 3813.248535
	Iteration 51F: 3 clusters Score -7404112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 96360 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Entering Unmasked Estep 
Score: -30799378.000000 Penalty: 47250.562500
Splitting cluster 5 changes total score from -30770158.000000 to -30799378.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (96360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Entering Unmasked Estep 
Score: -5641562.000000 Penalty: 1864.825073
	Iteration 0F: 2 clusters Score -5641562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -5576936.500000 Penalty: 3729.650146
	Iteration 0F: 3 clusters Score -5576936 nChanged 46323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -5606164.500000 Penalty: 3729.650146
	Iteration 1F: 3 clusters Score -5606164 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -5610154.000000 Penalty: 3729.650146
	Iteration 2F: 3 clusters Score -5610154 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -5616737.000000 Penalty: 3729.650146
	Iteration 3F: 3 clusters Score -5616737 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -5625576.000000 Penalty: 3729.650146
	Iteration 4F: 3 clusters Score -5625576 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -5635915.000000 Penalty: 3729.650146
	Iteration 5F: 3 clusters Score -5635915 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -5643559.500000 Penalty: 3729.650146
	Iteration 6F: 3 clusters Score -5643560 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -5645602.000000 Penalty: 3729.650146
	Iteration 7Q: 3 clusters Score -5645602 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -5646046.000000 Penalty: 3729.650146
	Iteration 8Q: 3 clusters Score -5646046 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -5646208.500000 Penalty: 3729.650146
	Iteration 9Q: 3 clusters Score -5646208 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -5646289.000000 Penalty: 3729.650146
	Iteration 10Q: 3 clusters Score -5646289 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -5646355.000000 Penalty: 3729.650146
	Iteration 11Q: 3 clusters Score -5646355 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -5646356.000000 Penalty: 3729.650146
	Iteration 12Q: 3 clusters Score -5646356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -5646387.500000 Penalty: 3729.650146
	Iteration 13Q: 3 clusters Score -5646388 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -5646425.500000 Penalty: 3729.650146
	Iteration 14Q: 3 clusters Score -5646426 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -5646436.000000 Penalty: 3729.650146
	Iteration 15Q: 3 clusters Score -5646436 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -5646451.000000 Penalty: 3729.650146
	Iteration 16Q: 3 clusters Score -5646451 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -5646476.500000 Penalty: 3729.650146
	Iteration 17Q: 3 clusters Score -5646476 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -5646511.000000 Penalty: 3729.650146
	Iteration 18Q: 3 clusters Score -5646511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -5646519.500000 Penalty: 3729.650146
	Iteration 19Q: 3 clusters Score -5646520 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -5646544.000000 Penalty: 3729.650146
	Iteration 20F: 3 clusters Score -5646544 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -5646563.000000 Penalty: 3729.650146
	Iteration 21Q: 3 clusters Score -5646563 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -5646565.500000 Penalty: 3729.650146
	Iteration 22Q: 3 clusters Score -5646566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -5646582.000000 Penalty: 3729.650146
	Iteration 23Q: 3 clusters Score -5646582 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -5646589.000000 Penalty: 3729.650146
	Iteration 24Q: 3 clusters Score -5646589 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -5646611.500000 Penalty: 3729.650146
	Iteration 25Q: 3 clusters Score -5646612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -5646639.000000 Penalty: 3729.650146
	Iteration 26Q: 3 clusters Score -5646639 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -5646671.000000 Penalty: 3729.650146
	Iteration 27Q: 3 clusters Score -5646671 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -5646701.000000 Penalty: 3729.650146
	Iteration 28Q: 3 clusters Score -5646701 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -5646746.500000 Penalty: 3729.650146
	Iteration 29Q: 3 clusters Score -5646746 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -5646778.000000 Penalty: 3729.650146
	Iteration 30Q: 3 clusters Score -5646778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -5646805.500000 Penalty: 3729.650146
	Iteration 31Q: 3 clusters Score -5646806 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -5646866.000000 Penalty: 3729.650146
	Iteration 32Q: 3 clusters Score -5646866 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -5646891.000000 Penalty: 3729.650146
	Iteration 33Q: 3 clusters Score -5646891 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -5646875.500000 Penalty: 3729.650146
	Iteration 34Q: 3 clusters Score -5646876 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -5646875.000000 Penalty: 3729.650146
	Iteration 35Q: 3 clusters Score -5646875 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -5646905.500000 Penalty: 3729.650146
	Iteration 36Q: 3 clusters Score -5646906 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -5646938.500000 Penalty: 3729.650146
	Iteration 37Q: 3 clusters Score -5646938 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -5646953.000000 Penalty: 3729.650146
	Iteration 38Q: 3 clusters Score -5646953 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -5647004.500000 Penalty: 3729.650146
	Iteration 39Q: 3 clusters Score -5647004 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -5647030.000000 Penalty: 3729.650146
	Iteration 40F: 3 clusters Score -5647030 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -5647095.000000 Penalty: 3729.650146
	Iteration 41Q: 3 clusters Score -5647095 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -5647111.000000 Penalty: 3729.650146
	Iteration 42Q: 3 clusters Score -5647111 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -5647140.000000 Penalty: 3729.650146
	Iteration 43Q: 3 clusters Score -5647140 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -5647201.500000 Penalty: 3729.650146
	Iteration 44Q: 3 clusters Score -5647202 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -5647235.500000 Penalty: 3729.650146
	Iteration 45Q: 3 clusters Score -5647236 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -5647330.500000 Penalty: 3729.650146
	Iteration 46Q: 3 clusters Score -5647330 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -5647384.500000 Penalty: 3729.650146
	Iteration 47Q: 3 clusters Score -5647384 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -5647403.500000 Penalty: 3729.650146
	Iteration 48Q: 3 clusters Score -5647404 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -5647424.500000 Penalty: 3729.650146
	Iteration 49Q: 3 clusters Score -5647424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -5647477.000000 Penalty: 3729.650146
	Iteration 50Q: 3 clusters Score -5647477 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -5647509.000000 Penalty: 3729.650146
	Iteration 51Q: 3 clusters Score -5647509 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -5647521.500000 Penalty: 3729.650146
	Iteration 52Q: 3 clusters Score -5647522 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -5647572.500000 Penalty: 3729.650146
	Iteration 53Q: 3 clusters Score -5647572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -5647609.500000 Penalty: 3729.650146
	Iteration 54Q: 3 clusters Score -5647610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -5647615.000000 Penalty: 3729.650146
	Iteration 55Q: 3 clusters Score -5647615 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -5647618.000000 Penalty: 3729.650146
	Iteration 56Q: 3 clusters Score -5647618 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -5647617.500000 Penalty: 3729.650146
	Iteration 57Q: 3 clusters Score -5647618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -5647618.000000 Penalty: 3729.650146
	Iteration 58Q: 3 clusters Score -5647618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -5647632.500000 Penalty: 3729.650146
	Iteration 59Q: 3 clusters Score -5647632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -5647646.500000 Penalty: 3729.650146
	Iteration 60F: 3 clusters Score -5647646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -5647662.500000 Penalty: 3729.650146
	Iteration 61Q: 3 clusters Score -5647662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -5647665.500000 Penalty: 3729.650146
	Iteration 62Q: 3 clusters Score -5647666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -5647680.000000 Penalty: 3729.650146
	Iteration 63Q: 3 clusters Score -5647680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -5647694.500000 Penalty: 3729.650146
	Iteration 64Q: 3 clusters Score -5647694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -5647686.500000 Penalty: 3729.650146
	Iteration 65Q: 3 clusters Score -5647686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -5647696.000000 Penalty: 3729.650146
	Iteration 66Q: 3 clusters Score -5647696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -5647692.000000 Penalty: 3729.650146
	Iteration 67Q: 3 clusters Score -5647692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -5647693.000000 Penalty: 3729.650146
	Iteration 68Q: 3 clusters Score -5647693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -5647694.000000 Penalty: 3729.650146
	Iteration 69Q: 3 clusters Score -5647694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -5647690.500000 Penalty: 3729.650146
	Iteration 70Q: 3 clusters Score -5647690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -5647691.500000 Penalty: 3729.650146
	Iteration 71Q: 3 clusters Score -5647692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -5647688.000000 Penalty: 3729.650146
	Iteration 72Q: 3 clusters Score -5647688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -5647686.000000 Penalty: 3729.650146
	Iteration 73Q: 3 clusters Score -5647686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -5647689.500000 Penalty: 3729.650146
	Iteration 74Q: 3 clusters Score -5647690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -5647677.500000 Penalty: 3729.650146
	Iteration 75Q: 3 clusters Score -5647678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -5647675.000000 Penalty: 3729.650146
	Iteration 76Q: 3 clusters Score -5647675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 85012 members 
Entering Unmasked Estep 
Score: -5647678.000000 Penalty: 3729.650146
	Iteration 77Q: 3 clusters Score -5647678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -5647671.000000 Penalty: 3729.650146
	Iteration 78Q: 3 clusters Score -5647671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -5647670.500000 Penalty: 3729.650146
	Iteration 79Q: 3 clusters Score -5647670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -5647676.500000 Penalty: 3729.650146
	Iteration 80F: 3 clusters Score -5647676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -5647677.000000 Penalty: 3729.650146
	Iteration 81Q: 3 clusters Score -5647677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -5647675.000000 Penalty: 3729.650146
	Iteration 82Q: 3 clusters Score -5647675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -5647674.500000 Penalty: 3729.650146
	Iteration 83Q: 3 clusters Score -5647674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -5647678.000000 Penalty: 3729.650146
	Iteration 84Q: 3 clusters Score -5647678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -5647680.000000 Penalty: 3729.650146
	Iteration 85Q: 3 clusters Score -5647680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -5647680.500000 Penalty: 3729.650146
	Iteration 86Q: 3 clusters Score -5647680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -5647682.500000 Penalty: 3729.650146
	Iteration 87Q: 3 clusters Score -5647682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -5647682.500000 Penalty: 3729.650146
	Iteration 88F: 3 clusters Score -5647682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 19480 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Entering Unmasked Estep 
Score: -30805442.000000 Penalty: 49398.316406
Splitting cluster 6 changes total score from -30770158.000000 to -30805442.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (19480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Entering Unmasked Estep 
Score: -1157730.750000 Penalty: 1605.035889
	Iteration 0F: 2 clusters Score -1157731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1144473.375000 Penalty: 3210.071777
	Iteration 0F: 3 clusters Score -1144473 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1149312.750000 Penalty: 3210.071777
	Iteration 1F: 3 clusters Score -1149313 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1149960.375000 Penalty: 3210.071777
	Iteration 2F: 3 clusters Score -1149960 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1151151.500000 Penalty: 3210.071777
	Iteration 3F: 3 clusters Score -1151152 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1152837.000000 Penalty: 3210.071777
	Iteration 4F: 3 clusters Score -1152837 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1154582.375000 Penalty: 3210.071777
	Iteration 5F: 3 clusters Score -1154582 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1155943.000000 Penalty: 3210.071777
	Iteration 6F: 3 clusters Score -1155943 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1156814.625000 Penalty: 3210.071777
	Iteration 7F: 3 clusters Score -1156815 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1157393.875000 Penalty: 3210.071777
	Iteration 8Q: 3 clusters Score -1157394 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1157798.250000 Penalty: 3210.071777
	Iteration 9Q: 3 clusters Score -1157798 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1158106.750000 Penalty: 3210.071777
	Iteration 10Q: 3 clusters Score -1158107 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1158387.625000 Penalty: 3210.071777
	Iteration 11Q: 3 clusters Score -1158388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1158632.375000 Penalty: 3210.071777
	Iteration 12Q: 3 clusters Score -1158632 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1158816.125000 Penalty: 3210.071777
	Iteration 13Q: 3 clusters Score -1158816 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1158972.875000 Penalty: 3210.071777
	Iteration 14Q: 3 clusters Score -1158973 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1159078.750000 Penalty: 3210.071777
	Iteration 15Q: 3 clusters Score -1159079 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1159170.000000 Penalty: 3210.071777
	Iteration 16Q: 3 clusters Score -1159170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1159239.000000 Penalty: 3210.071777
	Iteration 17Q: 3 clusters Score -1159239 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1159271.375000 Penalty: 3210.071777
	Iteration 18Q: 3 clusters Score -1159271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1159297.000000 Penalty: 3210.071777
	Iteration 19Q: 3 clusters Score -1159297 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1159307.000000 Penalty: 3210.071777
	Iteration 20F: 3 clusters Score -1159307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1159315.250000 Penalty: 3210.071777
	Iteration 21Q: 3 clusters Score -1159315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1159324.750000 Penalty: 3210.071777
	Iteration 22Q: 3 clusters Score -1159325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1159325.875000 Penalty: 3210.071777
	Iteration 23Q: 3 clusters Score -1159326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1159332.000000 Penalty: 3210.071777
	Iteration 24Q: 3 clusters Score -1159332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1159337.750000 Penalty: 3210.071777
	Iteration 25Q: 3 clusters Score -1159338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1159342.000000 Penalty: 3210.071777
	Iteration 26Q: 3 clusters Score -1159342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1159346.250000 Penalty: 3210.071777
	Iteration 27Q: 3 clusters Score -1159346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1159346.125000 Penalty: 3210.071777
	Iteration 28Q: 3 clusters Score -1159346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1159346.125000 Penalty: 3210.071777
	Iteration 29Q: 3 clusters Score -1159346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1159347.000000 Penalty: 3210.071777
	Iteration 30Q: 3 clusters Score -1159347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1159348.500000 Penalty: 3210.071777
	Iteration 31Q: 3 clusters Score -1159348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1159347.250000 Penalty: 3210.071777
	Iteration 32Q: 3 clusters Score -1159347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1159345.000000 Penalty: 3210.071777
	Iteration 33Q: 3 clusters Score -1159345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1159347.500000 Penalty: 3210.071777
	Iteration 34Q: 3 clusters Score -1159348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1159350.750000 Penalty: 3210.071777
	Iteration 35Q: 3 clusters Score -1159351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1159348.250000 Penalty: 3210.071777
	Iteration 36Q: 3 clusters Score -1159348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1159349.750000 Penalty: 3210.071777
	Iteration 37Q: 3 clusters Score -1159350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1159349.375000 Penalty: 3210.071777
	Iteration 38Q: 3 clusters Score -1159349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1159351.375000 Penalty: 3210.071777
	Iteration 39Q: 3 clusters Score -1159351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1159349.750000 Penalty: 3210.071777
	Iteration 40F: 3 clusters Score -1159350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1159351.125000 Penalty: 3210.071777
	Iteration 41Q: 3 clusters Score -1159351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1159349.625000 Penalty: 3210.071777
	Iteration 42Q: 3 clusters Score -1159350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1159351.500000 Penalty: 3210.071777
	Iteration 43Q: 3 clusters Score -1159352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1159351.875000 Penalty: 3210.071777
	Iteration 44Q: 3 clusters Score -1159352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1159352.250000 Penalty: 3210.071777
	Iteration 45Q: 3 clusters Score -1159352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1159352.250000 Penalty: 3210.071777
	Iteration 46F: 3 clusters Score -1159352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Entering Unmasked Estep 
Score: -30806466.000000 Penalty: 51546.070312
Splitting cluster 7 changes total score from -30770158.000000 to -30806466.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (22556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Entering Unmasked Estep 
Score: -1377779.750000 Penalty: 1628.860352
	Iteration 0F: 2 clusters Score -1377780 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 11296 members 
Entering Unmasked Estep 
Score: -1362467.125000 Penalty: 3257.720703
	Iteration 0F: 3 clusters Score -1362467 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1368013.750000 Penalty: 3257.720703
	Iteration 1F: 3 clusters Score -1368014 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1368308.625000 Penalty: 3257.720703
	Iteration 2Q: 3 clusters Score -1368309 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1368619.500000 Penalty: 3257.720703
	Iteration 3Q: 3 clusters Score -1368620 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1368934.875000 Penalty: 3257.720703
	Iteration 4Q: 3 clusters Score -1368935 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1369310.125000 Penalty: 3257.720703
	Iteration 5Q: 3 clusters Score -1369310 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1369767.625000 Penalty: 3257.720703
	Iteration 6Q: 3 clusters Score -1369768 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1370382.125000 Penalty: 3257.720703
	Iteration 7Q: 3 clusters Score -1370382 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1371129.875000 Penalty: 3257.720703
	Iteration 8Q: 3 clusters Score -1371130 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1371979.000000 Penalty: 3257.720703
	Iteration 9F: 3 clusters Score -1371979 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1372807.000000 Penalty: 3257.720703
	Iteration 10F: 3 clusters Score -1372807 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1373549.625000 Penalty: 3257.720703
	Iteration 11Q: 3 clusters Score -1373550 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1374105.750000 Penalty: 3257.720703
	Iteration 12Q: 3 clusters Score -1374106 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1374512.875000 Penalty: 3257.720703
	Iteration 13Q: 3 clusters Score -1374513 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1374810.500000 Penalty: 3257.720703
	Iteration 14Q: 3 clusters Score -1374810 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1375030.250000 Penalty: 3257.720703
	Iteration 15Q: 3 clusters Score -1375030 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1375207.500000 Penalty: 3257.720703
	Iteration 16Q: 3 clusters Score -1375208 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1375351.875000 Penalty: 3257.720703
	Iteration 17Q: 3 clusters Score -1375352 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1375467.500000 Penalty: 3257.720703
	Iteration 18Q: 3 clusters Score -1375468 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -1375594.625000 Penalty: 3257.720703
	Iteration 19Q: 3 clusters Score -1375595 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -1375710.250000 Penalty: 3257.720703
	Iteration 20F: 3 clusters Score -1375710 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1375796.500000 Penalty: 3257.720703
	Iteration 21Q: 3 clusters Score -1375796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1375883.375000 Penalty: 3257.720703
	Iteration 22Q: 3 clusters Score -1375883 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1375974.250000 Penalty: 3257.720703
	Iteration 23Q: 3 clusters Score -1375974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -1376046.250000 Penalty: 3257.720703
	Iteration 24Q: 3 clusters Score -1376046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1376100.375000 Penalty: 3257.720703
	Iteration 25Q: 3 clusters Score -1376100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1376156.875000 Penalty: 3257.720703
	Iteration 26Q: 3 clusters Score -1376157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1376204.125000 Penalty: 3257.720703
	Iteration 27Q: 3 clusters Score -1376204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1376239.750000 Penalty: 3257.720703
	Iteration 28Q: 3 clusters Score -1376240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -1376275.875000 Penalty: 3257.720703
	Iteration 29Q: 3 clusters Score -1376276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1376301.000000 Penalty: 3257.720703
	Iteration 30Q: 3 clusters Score -1376301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -1376320.375000 Penalty: 3257.720703
	Iteration 31Q: 3 clusters Score -1376320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1376338.125000 Penalty: 3257.720703
	Iteration 32Q: 3 clusters Score -1376338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -1376356.500000 Penalty: 3257.720703
	Iteration 33Q: 3 clusters Score -1376356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -1376373.625000 Penalty: 3257.720703
	Iteration 34Q: 3 clusters Score -1376374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -1376391.250000 Penalty: 3257.720703
	Iteration 35Q: 3 clusters Score -1376391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1376403.125000 Penalty: 3257.720703
	Iteration 36Q: 3 clusters Score -1376403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -1376412.125000 Penalty: 3257.720703
	Iteration 37Q: 3 clusters Score -1376412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1376423.625000 Penalty: 3257.720703
	Iteration 38Q: 3 clusters Score -1376424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -1376431.125000 Penalty: 3257.720703
	Iteration 39Q: 3 clusters Score -1376431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -1376432.250000 Penalty: 3257.720703
	Iteration 40F: 3 clusters Score -1376432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -1376439.625000 Penalty: 3257.720703
	Iteration 41Q: 3 clusters Score -1376440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -1376443.625000 Penalty: 3257.720703
	Iteration 42Q: 3 clusters Score -1376444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1376442.375000 Penalty: 3257.720703
	Iteration 43Q: 3 clusters Score -1376442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1376447.375000 Penalty: 3257.720703
	Iteration 44Q: 3 clusters Score -1376447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -1376447.000000 Penalty: 3257.720703
	Iteration 45Q: 3 clusters Score -1376447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -1376449.625000 Penalty: 3257.720703
	Iteration 46Q: 3 clusters Score -1376450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -1376449.625000 Penalty: 3257.720703
	Iteration 47F: 3 clusters Score -1376450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Entering Unmasked Estep 
Score: -578749.125000 Penalty: 1511.546509
	Iteration 0F: 2 clusters Score -578749.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -570976.750000 Penalty: 3023.093018
	Iteration 0F: 3 clusters Score -570976.8 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -575887.687500 Penalty: 3023.093018
	Iteration 1F: 3 clusters Score -575887.7 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -580274.000000 Penalty: 3023.093018
	Iteration 2F: 3 clusters Score -580274 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -582783.437500 Penalty: 3023.093018
	Iteration 3F: 3 clusters Score -582783.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -583570.750000 Penalty: 3023.093018
	Iteration 4F: 3 clusters Score -583570.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -583901.062500 Penalty: 3023.093018
	Iteration 5Q: 3 clusters Score -583901.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -584042.562500 Penalty: 3023.093018
	Iteration 6Q: 3 clusters Score -584042.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -584149.875000 Penalty: 3023.093018
	Iteration 7Q: 3 clusters Score -584149.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -584262.500000 Penalty: 3023.093018
	Iteration 8Q: 3 clusters Score -584262.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -584377.562500 Penalty: 3023.093018
	Iteration 9Q: 3 clusters Score -584377.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -584459.687500 Penalty: 3023.093018
	Iteration 10Q: 3 clusters Score -584459.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -584537.250000 Penalty: 3023.093018
	Iteration 11Q: 3 clusters Score -584537.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -584595.625000 Penalty: 3023.093018
	Iteration 12Q: 3 clusters Score -584595.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -584641.500000 Penalty: 3023.093018
	Iteration 13Q: 3 clusters Score -584641.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -584675.000000 Penalty: 3023.093018
	Iteration 14Q: 3 clusters Score -584675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -584709.312500 Penalty: 3023.093018
	Iteration 15Q: 3 clusters Score -584709.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -584739.937500 Penalty: 3023.093018
	Iteration 16Q: 3 clusters Score -584739.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -584778.250000 Penalty: 3023.093018
	Iteration 17Q: 3 clusters Score -584778.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -584827.937500 Penalty: 3023.093018
	Iteration 18Q: 3 clusters Score -584827.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -584899.937500 Penalty: 3023.093018
	Iteration 19Q: 3 clusters Score -584899.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -585029.687500 Penalty: 3023.093018
	Iteration 20F: 3 clusters Score -585029.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -585218.687500 Penalty: 3023.093018
	Iteration 21Q: 3 clusters Score -585218.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -585464.187500 Penalty: 3023.093018
	Iteration 22Q: 3 clusters Score -585464.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -585583.250000 Penalty: 3023.093018
	Iteration 23Q: 3 clusters Score -585583.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -585608.437500 Penalty: 3023.093018
	Iteration 24Q: 3 clusters Score -585608.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -585612.125000 Penalty: 3023.093018
	Iteration 25Q: 3 clusters Score -585612.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -585613.812500 Penalty: 3023.093018
	Iteration 26Q: 3 clusters Score -585613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -585615.250000 Penalty: 3023.093018
	Iteration 27Q: 3 clusters Score -585615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -585617.000000 Penalty: 3023.093018
	Iteration 28Q: 3 clusters Score -585617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -585616.812500 Penalty: 3023.093018
	Iteration 29Q: 3 clusters Score -585616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -585617.000000 Penalty: 3023.093018
	Iteration 30Q: 3 clusters Score -585617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -585617.250000 Penalty: 3023.093018
	Iteration 31Q: 3 clusters Score -585617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -585618.375000 Penalty: 3023.093018
	Iteration 32Q: 3 clusters Score -585618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -585618.125000 Penalty: 3023.093018
	Iteration 33Q: 3 clusters Score -585618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -585618.125000 Penalty: 3023.093018
	Iteration 34F: 3 clusters Score -585618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 116354 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Entering Unmasked Estep 
Score: -30812730.000000 Penalty: 53693.824219
Splitting cluster 10 changes total score from -30770158.000000 to -30812730.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -437775.375000 Penalty: 1451.998779
	Iteration 0F: 2 clusters Score -437775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -432192.125000 Penalty: 2903.997559
	Iteration 0F: 3 clusters Score -432192.1 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -434057.000000 Penalty: 2903.997559
	Iteration 1F: 3 clusters Score -434057 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -434653.968750 Penalty: 2903.997559
	Iteration 2F: 3 clusters Score -434654 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -435113.406250 Penalty: 2903.997559
	Iteration 3F: 3 clusters Score -435113.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -435488.375000 Penalty: 2903.997559
	Iteration 4F: 3 clusters Score -435488.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -435837.656250 Penalty: 2903.997559
	Iteration 5F: 3 clusters Score -435837.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -436125.562500 Penalty: 2903.997559
	Iteration 6F: 3 clusters Score -436125.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -436393.781250 Penalty: 2903.997559
	Iteration 7Q: 3 clusters Score -436393.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -436637.750000 Penalty: 2903.997559
	Iteration 8Q: 3 clusters Score -436637.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -436826.531250 Penalty: 2903.997559
	Iteration 9Q: 3 clusters Score -436826.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -436981.437500 Penalty: 2903.997559
	Iteration 10Q: 3 clusters Score -436981.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -437120.062500 Penalty: 2903.997559
	Iteration 11Q: 3 clusters Score -437120.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -437233.343750 Penalty: 2903.997559
	Iteration 12Q: 3 clusters Score -437233.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -437314.656250 Penalty: 2903.997559
	Iteration 13Q: 3 clusters Score -437314.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -437352.843750 Penalty: 2903.997559
	Iteration 14Q: 3 clusters Score -437352.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -437381.250000 Penalty: 2903.997559
	Iteration 15Q: 3 clusters Score -437381.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -437402.656250 Penalty: 2903.997559
	Iteration 16Q: 3 clusters Score -437402.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -437420.343750 Penalty: 2903.997559
	Iteration 17Q: 3 clusters Score -437420.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -437434.000000 Penalty: 2903.997559
	Iteration 18Q: 3 clusters Score -437434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -437442.375000 Penalty: 2903.997559
	Iteration 19Q: 3 clusters Score -437442.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -437449.968750 Penalty: 2903.997559
	Iteration 20F: 3 clusters Score -437450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -437458.062500 Penalty: 2903.997559
	Iteration 21Q: 3 clusters Score -437458.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -437467.781250 Penalty: 2903.997559
	Iteration 22Q: 3 clusters Score -437467.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -437478.937500 Penalty: 2903.997559
	Iteration 23Q: 3 clusters Score -437478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -437489.375000 Penalty: 2903.997559
	Iteration 24Q: 3 clusters Score -437489.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -437501.937500 Penalty: 2903.997559
	Iteration 25Q: 3 clusters Score -437501.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -437520.187500 Penalty: 2903.997559
	Iteration 26Q: 3 clusters Score -437520.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -437554.281250 Penalty: 2903.997559
	Iteration 27Q: 3 clusters Score -437554.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -437571.812500 Penalty: 2903.997559
	Iteration 28Q: 3 clusters Score -437571.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -437585.218750 Penalty: 2903.997559
	Iteration 29Q: 3 clusters Score -437585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -437600.062500 Penalty: 2903.997559
	Iteration 30Q: 3 clusters Score -437600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -437605.625000 Penalty: 2903.997559
	Iteration 31Q: 3 clusters Score -437605.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -437609.093750 Penalty: 2903.997559
	Iteration 32Q: 3 clusters Score -437609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -437608.531250 Penalty: 2903.997559
	Iteration 33Q: 3 clusters Score -437608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -437608.531250 Penalty: 2903.997559
	Iteration 34F: 3 clusters Score -437608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (116354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Entering Unmasked Estep 
Score: -6875189.000000 Penalty: 1895.463745
	Iteration 0F: 2 clusters Score -6875189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -6797255.500000 Penalty: 3790.927490
	Iteration 0F: 3 clusters Score -6797256 nChanged 55821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -6831579.500000 Penalty: 3790.927490
	Iteration 1F: 3 clusters Score -6831580 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -6835502.500000 Penalty: 3790.927490
	Iteration 2F: 3 clusters Score -6835502 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -6842404.000000 Penalty: 3790.927490
	Iteration 3F: 3 clusters Score -6842404 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -6850407.500000 Penalty: 3790.927490
	Iteration 4F: 3 clusters Score -6850408 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -6856758.000000 Penalty: 3790.927490
	Iteration 5F: 3 clusters Score -6856758 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -6860713.500000 Penalty: 3790.927490
	Iteration 6F: 3 clusters Score -6860714 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -6863451.500000 Penalty: 3790.927490
	Iteration 7Q: 3 clusters Score -6863452 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -6865921.000000 Penalty: 3790.927490
	Iteration 8Q: 3 clusters Score -6865921 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -6868562.000000 Penalty: 3790.927490
	Iteration 9Q: 3 clusters Score -6868562 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -6871512.000000 Penalty: 3790.927490
	Iteration 10Q: 3 clusters Score -6871512 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -6874981.500000 Penalty: 3790.927490
	Iteration 11Q: 3 clusters Score -6874982 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -6880320.500000 Penalty: 3790.927490
	Iteration 12F: 3 clusters Score -6880320 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -6890631.500000 Penalty: 3790.927490
	Iteration 13F: 3 clusters Score -6890632 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6904151.500000 Penalty: 3790.927490
	Iteration 14F: 3 clusters Score -6904152 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6913086.000000 Penalty: 3790.927490
	Iteration 15F: 3 clusters Score -6913086 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -6917956.500000 Penalty: 3790.927490
	Iteration 16Q: 3 clusters Score -6917956 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -6919468.000000 Penalty: 3790.927490
	Iteration 17Q: 3 clusters Score -6919468 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6919709.500000 Penalty: 3790.927490
	Iteration 18Q: 3 clusters Score -6919710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -6919704.000000 Penalty: 3790.927490
	Iteration 19Q: 3 clusters Score -6919704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6919706.000000 Penalty: 3790.927490
	Iteration 20F: 3 clusters Score -6919706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -6919711.500000 Penalty: 3790.927490
	Iteration 21Q: 3 clusters Score -6919712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -6919708.500000 Penalty: 3790.927490
	Iteration 22Q: 3 clusters Score -6919708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6919709.000000 Penalty: 3790.927490
	Iteration 23Q: 3 clusters Score -6919709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6919708.500000 Penalty: 3790.927490
	Iteration 24Q: 3 clusters Score -6919708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6919710.500000 Penalty: 3790.927490
	Iteration 25Q: 3 clusters Score -6919710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6919710.500000 Penalty: 3790.927490
	Iteration 26F: 3 clusters Score -6919710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Mstep: Class 26 contains 34010 members 
Entering Unmasked Estep 
Score: -30857248.000000 Penalty: 55841.574219
Splitting cluster 12 changes total score from -30770158.000000 to -30857248.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -342608.875000 Penalty: 1427.848877
	Iteration 0F: 2 clusters Score -342608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -337815.937500 Penalty: 2855.697754
	Iteration 0F: 3 clusters Score -337815.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -340214.187500 Penalty: 2855.697754
	Iteration 1F: 3 clusters Score -340214.2 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -341858.906250 Penalty: 2855.697754
	Iteration 2F: 3 clusters Score -341858.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -344420.531250 Penalty: 2855.697754
	Iteration 3F: 3 clusters Score -344420.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -347279.468750 Penalty: 2855.697754
	Iteration 4F: 3 clusters Score -347279.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -348640.937500 Penalty: 2855.697754
	Iteration 5F: 3 clusters Score -348640.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -349363.093750 Penalty: 2855.697754
	Iteration 6Q: 3 clusters Score -349363.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -349762.718750 Penalty: 2855.697754
	Iteration 7Q: 3 clusters Score -349762.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -349861.375000 Penalty: 2855.697754
	Iteration 8Q: 3 clusters Score -349861.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -349886.375000 Penalty: 2855.697754
	Iteration 9Q: 3 clusters Score -349886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -349894.531250 Penalty: 2855.697754
	Iteration 10Q: 3 clusters Score -349894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -349899.968750 Penalty: 2855.697754
	Iteration 11Q: 3 clusters Score -349900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -349901.843750 Penalty: 2855.697754
	Iteration 12Q: 3 clusters Score -349901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -349903.000000 Penalty: 2855.697754
	Iteration 13Q: 3 clusters Score -349903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -349905.218750 Penalty: 2855.697754
	Iteration 14Q: 3 clusters Score -349905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -349903.781250 Penalty: 2855.697754
	Iteration 15Q: 3 clusters Score -349903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -349906.375000 Penalty: 2855.697754
	Iteration 16Q: 3 clusters Score -349906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -349908.000000 Penalty: 2855.697754
	Iteration 17Q: 3 clusters Score -349908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -349921.781250 Penalty: 2855.697754
	Iteration 18Q: 3 clusters Score -349921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -349933.562500 Penalty: 2855.697754
	Iteration 19Q: 3 clusters Score -349933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -349941.437500 Penalty: 2855.697754
	Iteration 20F: 3 clusters Score -349941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -349945.593750 Penalty: 2855.697754
	Iteration 21Q: 3 clusters Score -349945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -349951.531250 Penalty: 2855.697754
	Iteration 22Q: 3 clusters Score -349951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -349958.718750 Penalty: 2855.697754
	Iteration 23Q: 3 clusters Score -349958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -349963.312500 Penalty: 2855.697754
	Iteration 24Q: 3 clusters Score -349963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -349973.625000 Penalty: 2855.697754
	Iteration 25Q: 3 clusters Score -349973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -349973.625000 Penalty: 2855.697754
	Iteration 26Q: 3 clusters Score -349973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -349973.625000 Penalty: 2855.697754
	Iteration 27F: 3 clusters Score -349973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Mstep: Class 26 contains 34010 members 
Mstep: Class 27 contains 4242 members 
Entering Unmasked Estep 
Score: -30863848.000000 Penalty: 57989.328125
Splitting cluster 13 changes total score from -30770158.000000 to -30863848.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -551448.625000 Penalty: 1490.772949
	Iteration 0F: 2 clusters Score -551448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -544494.687500 Penalty: 2981.545898
	Iteration 0F: 3 clusters Score -544494.7 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -546935.687500 Penalty: 2981.545898
	Iteration 1F: 3 clusters Score -546935.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -547365.875000 Penalty: 2981.545898
	Iteration 2F: 3 clusters Score -547365.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -547813.687500 Penalty: 2981.545898
	Iteration 3F: 3 clusters Score -547813.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -548277.187500 Penalty: 2981.545898
	Iteration 4F: 3 clusters Score -548277.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -548846.625000 Penalty: 2981.545898
	Iteration 5F: 3 clusters Score -548846.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -549545.125000 Penalty: 2981.545898
	Iteration 6F: 3 clusters Score -549545.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -550075.062500 Penalty: 2981.545898
	Iteration 7F: 3 clusters Score -550075.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -550351.812500 Penalty: 2981.545898
	Iteration 8Q: 3 clusters Score -550351.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -550481.500000 Penalty: 2981.545898
	Iteration 9Q: 3 clusters Score -550481.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -550539.312500 Penalty: 2981.545898
	Iteration 10Q: 3 clusters Score -550539.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -550572.500000 Penalty: 2981.545898
	Iteration 11Q: 3 clusters Score -550572.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -550589.000000 Penalty: 2981.545898
	Iteration 12Q: 3 clusters Score -550589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -550597.312500 Penalty: 2981.545898
	Iteration 13Q: 3 clusters Score -550597.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -550603.375000 Penalty: 2981.545898
	Iteration 14Q: 3 clusters Score -550603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -550605.250000 Penalty: 2981.545898
	Iteration 15Q: 3 clusters Score -550605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -550607.750000 Penalty: 2981.545898
	Iteration 16Q: 3 clusters Score -550607.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -550611.125000 Penalty: 2981.545898
	Iteration 17Q: 3 clusters Score -550611.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -550615.000000 Penalty: 2981.545898
	Iteration 18Q: 3 clusters Score -550615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -550619.000000 Penalty: 2981.545898
	Iteration 19Q: 3 clusters Score -550619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -550620.187500 Penalty: 2981.545898
	Iteration 20F: 3 clusters Score -550620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -550621.812500 Penalty: 2981.545898
	Iteration 21Q: 3 clusters Score -550621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -550623.000000 Penalty: 2981.545898
	Iteration 22Q: 3 clusters Score -550623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -550624.312500 Penalty: 2981.545898
	Iteration 23Q: 3 clusters Score -550624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -550625.625000 Penalty: 2981.545898
	Iteration 24Q: 3 clusters Score -550625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -550623.500000 Penalty: 2981.545898
	Iteration 25Q: 3 clusters Score -550623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -550625.437500 Penalty: 2981.545898
	Iteration 26Q: 3 clusters Score -550625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -550626.937500 Penalty: 2981.545898
	Iteration 27Q: 3 clusters Score -550626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -550626.937500 Penalty: 2981.545898
	Iteration 28F: 3 clusters Score -550626.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -226167.015625 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -226167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -222705.937500 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -222705.9 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -224370.921875 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -224370.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -225645.875000 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -225645.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -226896.593750 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -226896.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -227447.031250 Penalty: 2736.291992
	Iteration 4F: 3 clusters Score -227447 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -227671.453125 Penalty: 2736.291992
	Iteration 5Q: 3 clusters Score -227671.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -227783.687500 Penalty: 2736.291992
	Iteration 6Q: 3 clusters Score -227783.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -227872.093750 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -227872.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -227934.515625 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -227934.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -227968.953125 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -227969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -227982.453125 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -227982.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -227987.906250 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -227987.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -227992.484375 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -227992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -228003.046875 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -228003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -228010.765625 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -228010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -228024.234375 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -228024.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -228041.546875 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -228041.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -228069.125000 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -228069.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -228092.921875 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -228092.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -228109.953125 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -228110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228138.375000 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -228138.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -228157.218750 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -228157.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -228167.000000 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -228167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -228171.343750 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -228171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228174.703125 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -228174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -228178.265625 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -228178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -228179.453125 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -228179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -228182.140625 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -228182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -228183.390625 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -228183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -228184.828125 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -228184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -228185.890625 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -228185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -228187.531250 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -228187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228187.656250 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -228187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -228188.218750 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -228188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -228188.796875 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -228188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -228190.671875 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -228190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -228191.421875 Penalty: 2736.291992
	Iteration 36Q: 3 clusters Score -228191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228191.531250 Penalty: 2736.291992
	Iteration 37Q: 3 clusters Score -228191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -228192.093750 Penalty: 2736.291992
	Iteration 38Q: 3 clusters Score -228192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -228192.093750 Penalty: 2736.291992
	Iteration 39F: 3 clusters Score -228192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Mstep: Class 26 contains 34010 members 
Mstep: Class 27 contains 4242 members 
Mstep: Class 28 contains 1277 members 
Entering Unmasked Estep 
Score: -30865134.000000 Penalty: 60137.082031
Splitting cluster 15 changes total score from -30770158.000000 to -30865134.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -147082.421875 Penalty: 1315.930664
	Iteration 0F: 2 clusters Score -147082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -144221.375000 Penalty: 2631.861328
	Iteration 0F: 3 clusters Score -144221.4 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -145344.625000 Penalty: 2631.861328
	Iteration 1F: 3 clusters Score -145344.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -145981.453125 Penalty: 2631.861328
	Iteration 2F: 3 clusters Score -145981.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -146428.328125 Penalty: 2631.861328
	Iteration 3F: 3 clusters Score -146428.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -146712.828125 Penalty: 2631.861328
	Iteration 4F: 3 clusters Score -146712.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -146870.125000 Penalty: 2631.861328
	Iteration 5Q: 3 clusters Score -146870.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -146961.031250 Penalty: 2631.861328
	Iteration 6Q: 3 clusters Score -146961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -147028.843750 Penalty: 2631.861328
	Iteration 7Q: 3 clusters Score -147028.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -147084.937500 Penalty: 2631.861328
	Iteration 8Q: 3 clusters Score -147084.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -147118.265625 Penalty: 2631.861328
	Iteration 9Q: 3 clusters Score -147118.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -147145.515625 Penalty: 2631.861328
	Iteration 10Q: 3 clusters Score -147145.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -147166.015625 Penalty: 2631.861328
	Iteration 11Q: 3 clusters Score -147166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -147184.671875 Penalty: 2631.861328
	Iteration 12Q: 3 clusters Score -147184.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -147194.703125 Penalty: 2631.861328
	Iteration 13Q: 3 clusters Score -147194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -147202.593750 Penalty: 2631.861328
	Iteration 14Q: 3 clusters Score -147202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -147208.718750 Penalty: 2631.861328
	Iteration 15Q: 3 clusters Score -147208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -147213.687500 Penalty: 2631.861328
	Iteration 16Q: 3 clusters Score -147213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -147215.531250 Penalty: 2631.861328
	Iteration 17Q: 3 clusters Score -147215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -147218.796875 Penalty: 2631.861328
	Iteration 18Q: 3 clusters Score -147218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -147221.890625 Penalty: 2631.861328
	Iteration 19Q: 3 clusters Score -147221.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -147224.968750 Penalty: 2631.861328
	Iteration 20F: 3 clusters Score -147225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -147230.828125 Penalty: 2631.861328
	Iteration 21Q: 3 clusters Score -147230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -147233.718750 Penalty: 2631.861328
	Iteration 22Q: 3 clusters Score -147233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -147240.421875 Penalty: 2631.861328
	Iteration 23Q: 3 clusters Score -147240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -147244.906250 Penalty: 2631.861328
	Iteration 24Q: 3 clusters Score -147244.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -147254.000000 Penalty: 2631.861328
	Iteration 25Q: 3 clusters Score -147254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -147264.296875 Penalty: 2631.861328
	Iteration 26Q: 3 clusters Score -147264.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -147271.109375 Penalty: 2631.861328
	Iteration 27Q: 3 clusters Score -147271.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -147279.250000 Penalty: 2631.861328
	Iteration 28Q: 3 clusters Score -147279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -147284.328125 Penalty: 2631.861328
	Iteration 29Q: 3 clusters Score -147284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -147289.093750 Penalty: 2631.861328
	Iteration 30Q: 3 clusters Score -147289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -147297.500000 Penalty: 2631.861328
	Iteration 31Q: 3 clusters Score -147297.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -147315.031250 Penalty: 2631.861328
	Iteration 32Q: 3 clusters Score -147315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -147342.640625 Penalty: 2631.861328
	Iteration 33Q: 3 clusters Score -147342.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -147414.718750 Penalty: 2631.861328
	Iteration 34Q: 3 clusters Score -147414.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147512.734375 Penalty: 2631.861328
	Iteration 35Q: 3 clusters Score -147512.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -147602.046875 Penalty: 2631.861328
	Iteration 36Q: 3 clusters Score -147602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -147634.718750 Penalty: 2631.861328
	Iteration 37Q: 3 clusters Score -147634.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -147658.515625 Penalty: 2631.861328
	Iteration 38Q: 3 clusters Score -147658.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -147675.718750 Penalty: 2631.861328
	Iteration 39Q: 3 clusters Score -147675.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -147697.562500 Penalty: 2631.861328
	Iteration 40F: 3 clusters Score -147697.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -147708.734375 Penalty: 2631.861328
	Iteration 41Q: 3 clusters Score -147708.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -147712.281250 Penalty: 2631.861328
	Iteration 42Q: 3 clusters Score -147712.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -147714.546875 Penalty: 2631.861328
	Iteration 43Q: 3 clusters Score -147714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147715.750000 Penalty: 2631.861328
	Iteration 44Q: 3 clusters Score -147715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -147717.109375 Penalty: 2631.861328
	Iteration 45Q: 3 clusters Score -147717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -147718.218750 Penalty: 2631.861328
	Iteration 46Q: 3 clusters Score -147718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147719.031250 Penalty: 2631.861328
	Iteration 47Q: 3 clusters Score -147719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -147720.296875 Penalty: 2631.861328
	Iteration 48Q: 3 clusters Score -147720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -147723.875000 Penalty: 2631.861328
	Iteration 49Q: 3 clusters Score -147723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147724.343750 Penalty: 2631.861328
	Iteration 50Q: 3 clusters Score -147724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147724.343750 Penalty: 2631.861328
	Iteration 51F: 3 clusters Score -147724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 67298 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Mstep: Class 26 contains 34010 members 
Mstep: Class 27 contains 4242 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 1285 members 
Entering Unmasked Estep 
Score: -30864992.000000 Penalty: 62284.832031
Splitting cluster 16 changes total score from -30770158.000000 to -30864992.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (67298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Entering Unmasked Estep 
Score: -4051456.250000 Penalty: 1806.494019
	Iteration 0F: 2 clusters Score -4051456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4006459.750000 Penalty: 3612.988037
	Iteration 0F: 3 clusters Score -4006460 nChanged 31886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4025452.750000 Penalty: 3612.988037
	Iteration 1F: 3 clusters Score -4025453 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4027677.750000 Penalty: 3612.988037
	Iteration 2F: 3 clusters Score -4027678 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -4032160.500000 Penalty: 3612.988037
	Iteration 3F: 3 clusters Score -4032160 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -4038761.500000 Penalty: 3612.988037
	Iteration 4F: 3 clusters Score -4038762 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -4044597.500000 Penalty: 3612.988037
	Iteration 5F: 3 clusters Score -4044598 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -4048245.000000 Penalty: 3612.988037
	Iteration 6F: 3 clusters Score -4048245 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -4050530.500000 Penalty: 3612.988037
	Iteration 7Q: 3 clusters Score -4050530 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -4051897.500000 Penalty: 3612.988037
	Iteration 8Q: 3 clusters Score -4051898 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -4052717.250000 Penalty: 3612.988037
	Iteration 9Q: 3 clusters Score -4052717 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -4053230.250000 Penalty: 3612.988037
	Iteration 10Q: 3 clusters Score -4053230 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -4053615.250000 Penalty: 3612.988037
	Iteration 11Q: 3 clusters Score -4053615 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -4053902.750000 Penalty: 3612.988037
	Iteration 12Q: 3 clusters Score -4053903 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -4054065.500000 Penalty: 3612.988037
	Iteration 13Q: 3 clusters Score -4054066 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -4054160.500000 Penalty: 3612.988037
	Iteration 14Q: 3 clusters Score -4054160 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -4054238.000000 Penalty: 3612.988037
	Iteration 15Q: 3 clusters Score -4054238 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -4054269.250000 Penalty: 3612.988037
	Iteration 16Q: 3 clusters Score -4054269 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -4054307.750000 Penalty: 3612.988037
	Iteration 17Q: 3 clusters Score -4054308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -4054329.000000 Penalty: 3612.988037
	Iteration 18Q: 3 clusters Score -4054329 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -4054322.250000 Penalty: 3612.988037
	Iteration 19Q: 3 clusters Score -4054322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -4054349.250000 Penalty: 3612.988037
	Iteration 20F: 3 clusters Score -4054349 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -4054362.750000 Penalty: 3612.988037
	Iteration 21Q: 3 clusters Score -4054363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -4054370.750000 Penalty: 3612.988037
	Iteration 22Q: 3 clusters Score -4054371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -4054385.250000 Penalty: 3612.988037
	Iteration 23Q: 3 clusters Score -4054385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -4054390.500000 Penalty: 3612.988037
	Iteration 24Q: 3 clusters Score -4054390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -4054406.000000 Penalty: 3612.988037
	Iteration 25Q: 3 clusters Score -4054406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -4054418.500000 Penalty: 3612.988037
	Iteration 26Q: 3 clusters Score -4054418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -4054413.250000 Penalty: 3612.988037
	Iteration 27Q: 3 clusters Score -4054413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -4054412.000000 Penalty: 3612.988037
	Iteration 28Q: 3 clusters Score -4054412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -4054415.750000 Penalty: 3612.988037
	Iteration 29Q: 3 clusters Score -4054416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -4054423.500000 Penalty: 3612.988037
	Iteration 30Q: 3 clusters Score -4054424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -4054434.500000 Penalty: 3612.988037
	Iteration 31Q: 3 clusters Score -4054434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -4054442.000000 Penalty: 3612.988037
	Iteration 32Q: 3 clusters Score -4054442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -4054443.750000 Penalty: 3612.988037
	Iteration 33Q: 3 clusters Score -4054444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -4054450.250000 Penalty: 3612.988037
	Iteration 34Q: 3 clusters Score -4054450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -4054456.250000 Penalty: 3612.988037
	Iteration 35Q: 3 clusters Score -4054456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -4054449.750000 Penalty: 3612.988037
	Iteration 36Q: 3 clusters Score -4054450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -4054452.750000 Penalty: 3612.988037
	Iteration 37Q: 3 clusters Score -4054453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -4054463.750000 Penalty: 3612.988037
	Iteration 38Q: 3 clusters Score -4054464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -4054471.250000 Penalty: 3612.988037
	Iteration 39Q: 3 clusters Score -4054471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -4054479.250000 Penalty: 3612.988037
	Iteration 40F: 3 clusters Score -4054479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -4054490.500000 Penalty: 3612.988037
	Iteration 41Q: 3 clusters Score -4054490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -4054499.250000 Penalty: 3612.988037
	Iteration 42Q: 3 clusters Score -4054499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -4054503.250000 Penalty: 3612.988037
	Iteration 43Q: 3 clusters Score -4054503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -4054511.250000 Penalty: 3612.988037
	Iteration 44Q: 3 clusters Score -4054511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -4054539.750000 Penalty: 3612.988037
	Iteration 45Q: 3 clusters Score -4054540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -4054532.000000 Penalty: 3612.988037
	Iteration 46Q: 3 clusters Score -4054532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -4054549.750000 Penalty: 3612.988037
	Iteration 47Q: 3 clusters Score -4054550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -4054555.500000 Penalty: 3612.988037
	Iteration 48Q: 3 clusters Score -4054556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -4054576.250000 Penalty: 3612.988037
	Iteration 49Q: 3 clusters Score -4054576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -4054601.000000 Penalty: 3612.988037
	Iteration 50Q: 3 clusters Score -4054601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -4054594.250000 Penalty: 3612.988037
	Iteration 51Q: 3 clusters Score -4054594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -4054597.500000 Penalty: 3612.988037
	Iteration 52Q: 3 clusters Score -4054598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -4054602.500000 Penalty: 3612.988037
	Iteration 53Q: 3 clusters Score -4054602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -4054597.000000 Penalty: 3612.988037
	Iteration 54Q: 3 clusters Score -4054597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -4054605.000000 Penalty: 3612.988037
	Iteration 55Q: 3 clusters Score -4054605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -4054608.500000 Penalty: 3612.988037
	Iteration 56Q: 3 clusters Score -4054608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -4054609.750000 Penalty: 3612.988037
	Iteration 57Q: 3 clusters Score -4054610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -4054605.750000 Penalty: 3612.988037
	Iteration 58Q: 3 clusters Score -4054606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -4054603.750000 Penalty: 3612.988037
	Iteration 59Q: 3 clusters Score -4054604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -4054604.500000 Penalty: 3612.988037
	Iteration 60F: 3 clusters Score -4054604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -4054612.000000 Penalty: 3612.988037
	Iteration 61Q: 3 clusters Score -4054612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -4054612.500000 Penalty: 3612.988037
	Iteration 62Q: 3 clusters Score -4054612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -4054613.750000 Penalty: 3612.988037
	Iteration 63Q: 3 clusters Score -4054614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -4054606.750000 Penalty: 3612.988037
	Iteration 64Q: 3 clusters Score -4054607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -4054607.750000 Penalty: 3612.988037
	Iteration 65Q: 3 clusters Score -4054608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -4054610.750000 Penalty: 3612.988037
	Iteration 66Q: 3 clusters Score -4054611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -4054618.250000 Penalty: 3612.988037
	Iteration 67Q: 3 clusters Score -4054618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -4054619.750000 Penalty: 3612.988037
	Iteration 68Q: 3 clusters Score -4054620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -4054624.250000 Penalty: 3612.988037
	Iteration 69Q: 3 clusters Score -4054624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -4054618.500000 Penalty: 3612.988037
	Iteration 70Q: 3 clusters Score -4054618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -4054618.000000 Penalty: 3612.988037
	Iteration 71Q: 3 clusters Score -4054618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -4054616.500000 Penalty: 3612.988037
	Iteration 72Q: 3 clusters Score -4054616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -4054620.000000 Penalty: 3612.988037
	Iteration 73Q: 3 clusters Score -4054620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -4054617.500000 Penalty: 3612.988037
	Iteration 74Q: 3 clusters Score -4054618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -4054620.500000 Penalty: 3612.988037
	Iteration 75Q: 3 clusters Score -4054620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -4054621.250000 Penalty: 3612.988037
	Iteration 76Q: 3 clusters Score -4054621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -4054621.250000 Penalty: 3612.988037
	Iteration 77F: 3 clusters Score -4054621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Mstep: Class 26 contains 34010 members 
Mstep: Class 27 contains 4242 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 1285 members 
Mstep: Class 30 contains 59899 members 
Entering Unmasked Estep 
Score: -30867774.000000 Penalty: 64432.585938
Splitting cluster 17 changes total score from -30770158.000000 to -30867774.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -250968.437500 Penalty: 1358.511597
	Iteration 0F: 2 clusters Score -250968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -247486.843750 Penalty: 2717.023193
	Iteration 0F: 3 clusters Score -247486.8 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -248412.203125 Penalty: 2717.023193
	Iteration 1F: 3 clusters Score -248412.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -248591.203125 Penalty: 2717.023193
	Iteration 2F: 3 clusters Score -248591.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -248785.406250 Penalty: 2717.023193
	Iteration 3F: 3 clusters Score -248785.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -248997.062500 Penalty: 2717.023193
	Iteration 4F: 3 clusters Score -248997.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -249167.515625 Penalty: 2717.023193
	Iteration 5F: 3 clusters Score -249167.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -249359.296875 Penalty: 2717.023193
	Iteration 6F: 3 clusters Score -249359.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -249549.906250 Penalty: 2717.023193
	Iteration 7F: 3 clusters Score -249549.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -249699.953125 Penalty: 2717.023193
	Iteration 8Q: 3 clusters Score -249700 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -249846.593750 Penalty: 2717.023193
	Iteration 9Q: 3 clusters Score -249846.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249953.265625 Penalty: 2717.023193
	Iteration 10Q: 3 clusters Score -249953.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -250034.156250 Penalty: 2717.023193
	Iteration 11Q: 3 clusters Score -250034.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -250092.156250 Penalty: 2717.023193
	Iteration 12Q: 3 clusters Score -250092.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -250139.703125 Penalty: 2717.023193
	Iteration 13Q: 3 clusters Score -250139.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -250180.484375 Penalty: 2717.023193
	Iteration 14Q: 3 clusters Score -250180.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -250215.671875 Penalty: 2717.023193
	Iteration 15Q: 3 clusters Score -250215.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250254.015625 Penalty: 2717.023193
	Iteration 16Q: 3 clusters Score -250254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -250285.625000 Penalty: 2717.023193
	Iteration 17Q: 3 clusters Score -250285.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -250314.890625 Penalty: 2717.023193
	Iteration 18Q: 3 clusters Score -250314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -250336.546875 Penalty: 2717.023193
	Iteration 19Q: 3 clusters Score -250336.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -250351.859375 Penalty: 2717.023193
	Iteration 20F: 3 clusters Score -250351.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -250362.859375 Penalty: 2717.023193
	Iteration 21Q: 3 clusters Score -250362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -250369.828125 Penalty: 2717.023193
	Iteration 22Q: 3 clusters Score -250369.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -250375.921875 Penalty: 2717.023193
	Iteration 23Q: 3 clusters Score -250375.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -250382.921875 Penalty: 2717.023193
	Iteration 24Q: 3 clusters Score -250382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -250388.562500 Penalty: 2717.023193
	Iteration 25Q: 3 clusters Score -250388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -250392.656250 Penalty: 2717.023193
	Iteration 26Q: 3 clusters Score -250392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -250396.843750 Penalty: 2717.023193
	Iteration 27Q: 3 clusters Score -250396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -250399.062500 Penalty: 2717.023193
	Iteration 28Q: 3 clusters Score -250399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -250398.843750 Penalty: 2717.023193
	Iteration 29Q: 3 clusters Score -250398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -250400.000000 Penalty: 2717.023193
	Iteration 30Q: 3 clusters Score -250400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -250399.781250 Penalty: 2717.023193
	Iteration 31Q: 3 clusters Score -250399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -250400.531250 Penalty: 2717.023193
	Iteration 32Q: 3 clusters Score -250400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -250400.531250 Penalty: 2717.023193
	Iteration 33F: 3 clusters Score -250400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Entering Unmasked Estep 
Score: -727265.000000 Penalty: 1565.233154
	Iteration 0F: 2 clusters Score -727265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -716887.687500 Penalty: 3130.466309
	Iteration 0F: 3 clusters Score -716887.7 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -721326.187500 Penalty: 3130.466309
	Iteration 1F: 3 clusters Score -721326.2 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -722998.812500 Penalty: 3130.466309
	Iteration 2F: 3 clusters Score -722998.8 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -725289.250000 Penalty: 3130.466309
	Iteration 3F: 3 clusters Score -725289.2 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -727030.812500 Penalty: 3130.466309
	Iteration 4F: 3 clusters Score -727030.8 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -727916.125000 Penalty: 3130.466309
	Iteration 5F: 3 clusters Score -727916.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -728308.625000 Penalty: 3130.466309
	Iteration 6F: 3 clusters Score -728308.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -728481.000000 Penalty: 3130.466309
	Iteration 7Q: 3 clusters Score -728481 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -728554.562500 Penalty: 3130.466309
	Iteration 8Q: 3 clusters Score -728554.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -728589.750000 Penalty: 3130.466309
	Iteration 9Q: 3 clusters Score -728589.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -728618.437500 Penalty: 3130.466309
	Iteration 10Q: 3 clusters Score -728618.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -728638.375000 Penalty: 3130.466309
	Iteration 11Q: 3 clusters Score -728638.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -728664.687500 Penalty: 3130.466309
	Iteration 12Q: 3 clusters Score -728664.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -728688.062500 Penalty: 3130.466309
	Iteration 13Q: 3 clusters Score -728688.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -728714.500000 Penalty: 3130.466309
	Iteration 14Q: 3 clusters Score -728714.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -728741.750000 Penalty: 3130.466309
	Iteration 15Q: 3 clusters Score -728741.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -728776.437500 Penalty: 3130.466309
	Iteration 16Q: 3 clusters Score -728776.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -728819.375000 Penalty: 3130.466309
	Iteration 17Q: 3 clusters Score -728819.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -728861.250000 Penalty: 3130.466309
	Iteration 18Q: 3 clusters Score -728861.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -728895.937500 Penalty: 3130.466309
	Iteration 19Q: 3 clusters Score -728895.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -728944.687500 Penalty: 3130.466309
	Iteration 20F: 3 clusters Score -728944.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -729005.937500 Penalty: 3130.466309
	Iteration 21Q: 3 clusters Score -729005.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -729077.500000 Penalty: 3130.466309
	Iteration 22Q: 3 clusters Score -729077.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -729180.937500 Penalty: 3130.466309
	Iteration 23Q: 3 clusters Score -729180.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -729304.000000 Penalty: 3130.466309
	Iteration 24Q: 3 clusters Score -729304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -729452.125000 Penalty: 3130.466309
	Iteration 25Q: 3 clusters Score -729452.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -729606.625000 Penalty: 3130.466309
	Iteration 26Q: 3 clusters Score -729606.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -729759.500000 Penalty: 3130.466309
	Iteration 27Q: 3 clusters Score -729759.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -729844.750000 Penalty: 3130.466309
	Iteration 28Q: 3 clusters Score -729844.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -729875.187500 Penalty: 3130.466309
	Iteration 29Q: 3 clusters Score -729875.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -729885.250000 Penalty: 3130.466309
	Iteration 30Q: 3 clusters Score -729885.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -729892.812500 Penalty: 3130.466309
	Iteration 31Q: 3 clusters Score -729892.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -729898.625000 Penalty: 3130.466309
	Iteration 32Q: 3 clusters Score -729898.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -729902.125000 Penalty: 3130.466309
	Iteration 33Q: 3 clusters Score -729902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -729904.937500 Penalty: 3130.466309
	Iteration 34Q: 3 clusters Score -729904.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -729906.000000 Penalty: 3130.466309
	Iteration 35Q: 3 clusters Score -729906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -729908.250000 Penalty: 3130.466309
	Iteration 36Q: 3 clusters Score -729908.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -729907.187500 Penalty: 3130.466309
	Iteration 37Q: 3 clusters Score -729907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -729907.437500 Penalty: 3130.466309
	Iteration 38Q: 3 clusters Score -729907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -729906.375000 Penalty: 3130.466309
	Iteration 39Q: 3 clusters Score -729906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -729908.125000 Penalty: 3130.466309
	Iteration 40F: 3 clusters Score -729908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -729908.750000 Penalty: 3130.466309
	Iteration 41Q: 3 clusters Score -729908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -729909.875000 Penalty: 3130.466309
	Iteration 42Q: 3 clusters Score -729909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -729911.312500 Penalty: 3130.466309
	Iteration 43Q: 3 clusters Score -729911.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -729911.875000 Penalty: 3130.466309
	Iteration 44Q: 3 clusters Score -729911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -729915.562500 Penalty: 3130.466309
	Iteration 45Q: 3 clusters Score -729915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -729914.625000 Penalty: 3130.466309
	Iteration 46Q: 3 clusters Score -729914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -729916.250000 Penalty: 3130.466309
	Iteration 47Q: 3 clusters Score -729916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -729915.750000 Penalty: 3130.466309
	Iteration 48Q: 3 clusters Score -729915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -729916.750000 Penalty: 3130.466309
	Iteration 49Q: 3 clusters Score -729916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -729917.187500 Penalty: 3130.466309
	Iteration 50Q: 3 clusters Score -729917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -729916.750000 Penalty: 3130.466309
	Iteration 51Q: 3 clusters Score -729916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -729916.750000 Penalty: 3130.466309
	Iteration 52F: 3 clusters Score -729916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 66720 members 
Mstep: Class 23 contains 85026 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 8366 members 
Mstep: Class 26 contains 34010 members 
Mstep: Class 27 contains 4242 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 1285 members 
Mstep: Class 30 contains 59899 members 
Mstep: Class 31 contains 9693 members 
Entering Unmasked Estep 
Score: -30869842.000000 Penalty: 66580.335938
Splitting cluster 19 changes total score from -30770158.000000 to -30869842.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 9 contains 22556 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 7596 members 
Mstep: Class 12 contains 82344 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 5555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30883754.000000 Penalty: 66580.335938
Iteration 39Q: 32 clusters Score -3.088375e+07 nChanged 18261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 6330 members 
Mstep: Class 4 contains 7125 members 
Mstep: Class 5 contains 57929 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 16171 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 22968 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 83034 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 3331 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 6467 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 66886 members 
Mstep: Class 23 contains 83756 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 30685 members 
Mstep: Class 27 contains 4194 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 60829 members 
Mstep: Class 31 contains 8571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30896342.000000 Penalty: 66580.335938
Iteration 40F: 32 clusters Score -3.089634e+07 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 57474 members 
Mstep: Class 6 contains 11619 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 8 contains 5670 members 
Mstep: Class 9 contains 23612 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 7606 members 
Mstep: Class 12 contains 82476 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 9106 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 8400 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 7448 members 
Mstep: Class 21 contains 6949 members 
Mstep: Class 22 contains 67757 members 
Mstep: Class 23 contains 83287 members 
Mstep: Class 24 contains 4592 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 28774 members 
Mstep: Class 27 contains 4210 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 62176 members 
Mstep: Class 31 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902320.000000 Penalty: 66580.335938
Iteration 41Q: 32 clusters Score -3.090232e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 57240 members 
Mstep: Class 6 contains 11674 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 24193 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 82155 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 8561 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 2085 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 7231 members 
Mstep: Class 20 contains 7483 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 68524 members 
Mstep: Class 23 contains 82898 members 
Mstep: Class 24 contains 4730 members 
Mstep: Class 25 contains 7504 members 
Mstep: Class 26 contains 26836 members 
Mstep: Class 27 contains 4233 members 
Mstep: Class 28 contains 1416 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 63316 members 
Mstep: Class 31 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905906.000000 Penalty: 66580.335938
Iteration 42Q: 32 clusters Score -3.090591e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 57026 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 16838 members 
Mstep: Class 8 contains 5487 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 81931 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 3314 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 17 contains 8923 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 20 contains 7526 members 
Mstep: Class 21 contains 8434 members 
Mstep: Class 22 contains 69313 members 
Mstep: Class 23 contains 82595 members 
Mstep: Class 24 contains 4864 members 
Mstep: Class 25 contains 7270 members 
Mstep: Class 26 contains 24958 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 1432 members 
Mstep: Class 29 contains 1580 members 
Mstep: Class 30 contains 64324 members 
Mstep: Class 31 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30908200.000000 Penalty: 66580.335938
Iteration 43Q: 32 clusters Score -3.09082e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 6168 members 
Mstep: Class 5 contains 56829 members 
Mstep: Class 6 contains 11746 members 
Mstep: Class 7 contains 17017 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 25045 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 7525 members 
Mstep: Class 12 contains 81736 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 7952 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 7553 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 70061 members 
Mstep: Class 23 contains 82375 members 
Mstep: Class 24 contains 4963 members 
Mstep: Class 25 contains 7084 members 
Mstep: Class 26 contains 23248 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 1453 members 
Mstep: Class 29 contains 1593 members 
Mstep: Class 30 contains 65184 members 
Mstep: Class 31 contains 7510 members 
Entering Unmasked Estep 
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Score: -30910512.000000 Penalty: 66580.335938
Iteration 44Q: 32 clusters Score -3.091051e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 3 contains 7067 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 56654 members 
Mstep: Class 6 contains 11781 members 
Mstep: Class 7 contains 17171 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 25380 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 7518 members 
Mstep: Class 12 contains 81608 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 15 contains 3348 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 9285 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 7736 members 
Mstep: Class 20 contains 7573 members 
Mstep: Class 21 contains 9618 members 
Mstep: Class 22 contains 70723 members 
Mstep: Class 23 contains 82194 members 
Mstep: Class 24 contains 5037 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 21582 members 
Mstep: Class 27 contains 4303 members 
Mstep: Class 28 contains 1467 members 
Mstep: Class 29 contains 1593 members 
Mstep: Class 30 contains 66096 members 
Mstep: Class 31 contains 7169 members 
Entering Unmasked Estep 
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Iteration 45Q: 32 clusters Score -3.091257e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 7207 members 
Mstep: Class 4 contains 5859 members 
Mstep: Class 5 contains 56458 members 
Mstep: Class 6 contains 11827 members 
Mstep: Class 7 contains 17306 members 
Mstep: Class 8 contains 5294 members 
Mstep: Class 9 contains 25641 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 7508 members 
Mstep: Class 12 contains 81488 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 7505 members 
Mstep: Class 15 contains 3363 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 17 contains 9430 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 7576 members 
Mstep: Class 21 contains 10224 members 
Mstep: Class 22 contains 71263 members 
Mstep: Class 23 contains 82020 members 
Mstep: Class 24 contains 5095 members 
Mstep: Class 25 contains 6833 members 
Mstep: Class 26 contains 20022 members 
Mstep: Class 27 contains 4303 members 
Mstep: Class 28 contains 1476 members 
Mstep: Class 29 contains 1595 members 
Mstep: Class 30 contains 67022 members 
Mstep: Class 31 contains 6818 members 
Entering Unmasked Estep 
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Iteration 46Q: 32 clusters Score -3.091434e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 5702 members 
Mstep: Class 5 contains 56250 members 
Mstep: Class 6 contains 11862 members 
Mstep: Class 7 contains 17444 members 
Mstep: Class 8 contains 5248 members 
Mstep: Class 9 contains 25844 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 7482 members 
Mstep: Class 12 contains 81400 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 3377 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 8005 members 
Mstep: Class 20 contains 7573 members 
Mstep: Class 21 contains 10803 members 
Mstep: Class 22 contains 71702 members 
Mstep: Class 23 contains 81865 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 6736 members 
Mstep: Class 26 contains 18652 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 67959 members 
Mstep: Class 31 contains 6481 members 
Entering Unmasked Estep 
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Iteration 47Q: 32 clusters Score -3.091624e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 7518 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 56069 members 
Mstep: Class 6 contains 11883 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 25948 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 81305 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 3387 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 9657 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 7565 members 
Mstep: Class 21 contains 11394 members 
Mstep: Class 22 contains 72067 members 
Mstep: Class 23 contains 81740 members 
Mstep: Class 24 contains 5205 members 
Mstep: Class 25 contains 6644 members 
Mstep: Class 26 contains 17517 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 1463 members 
Mstep: Class 29 contains 1591 members 
Mstep: Class 30 contains 68803 members 
Mstep: Class 31 contains 6150 members 
Entering Unmasked Estep 
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Iteration 48Q: 32 clusters Score -3.091795e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 55907 members 
Mstep: Class 6 contains 11896 members 
Mstep: Class 7 contains 17705 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 25991 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 81219 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 6961 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 9742 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 8217 members 
Mstep: Class 20 contains 7565 members 
Mstep: Class 21 contains 12041 members 
Mstep: Class 22 contains 72271 members 
Mstep: Class 23 contains 81612 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 6532 members 
Mstep: Class 26 contains 16568 members 
Mstep: Class 27 contains 4303 members 
Mstep: Class 28 contains 1456 members 
Mstep: Class 29 contains 1586 members 
Mstep: Class 30 contains 69587 members 
Mstep: Class 31 contains 5810 members 
Entering Unmasked Estep 
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Score: -30919728.000000 Penalty: 66580.335938
Iteration 49Q: 32 clusters Score -3.091973e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4605 members 
Mstep: Class 3 contains 7850 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 55754 members 
Mstep: Class 6 contains 11910 members 
Mstep: Class 7 contains 17842 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 25999 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 81106 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 6777 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 9826 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 7568 members 
Mstep: Class 21 contains 12754 members 
Mstep: Class 22 contains 72375 members 
Mstep: Class 23 contains 81502 members 
Mstep: Class 24 contains 5394 members 
Mstep: Class 25 contains 6397 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 1457 members 
Mstep: Class 29 contains 1579 members 
Mstep: Class 30 contains 70328 members 
Mstep: Class 31 contains 5423 members 
Entering Unmasked Estep 
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Score: -30921250.000000 Penalty: 66580.335938
Iteration 50Q: 32 clusters Score -3.092125e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 55638 members 
Mstep: Class 6 contains 11927 members 
Mstep: Class 7 contains 17975 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 26029 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 81002 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 6590 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 9917 members 
Mstep: Class 18 contains 2501 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 20 contains 7597 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 72329 members 
Mstep: Class 23 contains 81391 members 
Mstep: Class 24 contains 5487 members 
Mstep: Class 25 contains 6282 members 
Mstep: Class 26 contains 15108 members 
Mstep: Class 27 contains 4295 members 
Mstep: Class 28 contains 1455 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 70936 members 
Mstep: Class 31 contains 5011 members 
Entering Unmasked Estep 
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Iteration 51Q: 32 clusters Score -3.092236e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 55535 members 
Mstep: Class 6 contains 11945 members 
Mstep: Class 7 contains 18092 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 26018 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7477 members 
Mstep: Class 12 contains 80887 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 3412 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 8502 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 14274 members 
Mstep: Class 22 contains 72258 members 
Mstep: Class 23 contains 81303 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 6188 members 
Mstep: Class 26 contains 14555 members 
Mstep: Class 27 contains 4294 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 71499 members 
Mstep: Class 31 contains 4645 members 
Entering Unmasked Estep 
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Iteration 52Q: 32 clusters Score -3.092351e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 55446 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 18175 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 26023 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 80774 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 10112 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 8591 members 
Mstep: Class 20 contains 7682 members 
Mstep: Class 21 contains 15059 members 
Mstep: Class 22 contains 72095 members 
Mstep: Class 23 contains 81222 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 6119 members 
Mstep: Class 26 contains 14034 members 
Mstep: Class 27 contains 4299 members 
Mstep: Class 28 contains 1464 members 
Mstep: Class 29 contains 1497 members 
Mstep: Class 30 contains 72065 members 
Mstep: Class 31 contains 4277 members 
Entering Unmasked Estep 
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Iteration 53Q: 32 clusters Score -3.092469e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 8392 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 55350 members 
Mstep: Class 6 contains 11960 members 
Mstep: Class 7 contains 18235 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 26009 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 80654 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 10201 members 
Mstep: Class 18 contains 2398 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 7734 members 
Mstep: Class 21 contains 15821 members 
Mstep: Class 22 contains 71912 members 
Mstep: Class 23 contains 81154 members 
Mstep: Class 24 contains 5612 members 
Mstep: Class 25 contains 6067 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 1472 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 72631 members 
Mstep: Class 31 contains 3956 members 
Entering Unmasked Estep 
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Iteration 54Q: 32 clusters Score -3.092566e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 55277 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 18288 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 25986 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 7488 members 
Mstep: Class 12 contains 80548 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 8796 members 
Mstep: Class 20 contains 7805 members 
Mstep: Class 21 contains 16466 members 
Mstep: Class 22 contains 71741 members 
Mstep: Class 23 contains 81100 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 6027 members 
Mstep: Class 26 contains 13129 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 1484 members 
Mstep: Class 29 contains 1434 members 
Mstep: Class 30 contains 73166 members 
Mstep: Class 31 contains 3704 members 
Entering Unmasked Estep 
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Iteration 55Q: 32 clusters Score -3.092652e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 8565 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 55237 members 
Mstep: Class 6 contains 11922 members 
Mstep: Class 7 contains 18340 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 25967 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 80448 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 7840 members 
Mstep: Class 21 contains 17020 members 
Mstep: Class 22 contains 71569 members 
Mstep: Class 23 contains 81041 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 6000 members 
Mstep: Class 26 contains 12729 members 
Mstep: Class 27 contains 4303 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 1408 members 
Mstep: Class 30 contains 73642 members 
Mstep: Class 31 contains 3519 members 
Entering Unmasked Estep 
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Iteration 56Q: 32 clusters Score -3.092709e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 55194 members 
Mstep: Class 6 contains 11905 members 
Mstep: Class 7 contains 18395 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 25940 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 7479 members 
Mstep: Class 12 contains 80344 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 5697 members 
Mstep: Class 15 contains 3413 members 
Mstep: Class 16 contains 1744 members 
Mstep: Class 17 contains 10461 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 9015 members 
Mstep: Class 20 contains 7836 members 
Mstep: Class 21 contains 17465 members 
Mstep: Class 22 contains 71430 members 
Mstep: Class 23 contains 80969 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 5972 members 
Mstep: Class 26 contains 12375 members 
Mstep: Class 27 contains 4305 members 
Mstep: Class 28 contains 1493 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 74069 members 
Mstep: Class 31 contains 3350 members 
Entering Unmasked Estep 
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Iteration 57Q: 32 clusters Score -3.092738e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 8696 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 55171 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 18447 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 25924 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 80235 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 10537 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 7829 members 
Mstep: Class 21 contains 17846 members 
Mstep: Class 22 contains 71289 members 
Mstep: Class 23 contains 80898 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 5947 members 
Mstep: Class 26 contains 12041 members 
Mstep: Class 27 contains 4307 members 
Mstep: Class 28 contains 1495 members 
Mstep: Class 29 contains 1375 members 
Mstep: Class 30 contains 74454 members 
Mstep: Class 31 contains 3218 members 
Entering Unmasked Estep 
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Iteration 58Q: 32 clusters Score -3.092765e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 5 contains 55150 members 
Mstep: Class 6 contains 11893 members 
Mstep: Class 7 contains 18513 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 25905 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 80166 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 5495 members 
Mstep: Class 15 contains 3415 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 10613 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 9188 members 
Mstep: Class 20 contains 7813 members 
Mstep: Class 21 contains 18130 members 
Mstep: Class 22 contains 71170 members 
Mstep: Class 23 contains 80826 members 
Mstep: Class 24 contains 5668 members 
Mstep: Class 25 contains 5925 members 
Mstep: Class 26 contains 11729 members 
Mstep: Class 27 contains 4309 members 
Mstep: Class 28 contains 1494 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 74824 members 
Mstep: Class 31 contains 3113 members 
Entering Unmasked Estep 
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Iteration 59Q: 32 clusters Score -3.092784e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 55136 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 18558 members 
Mstep: Class 8 contains 4844 members 
Mstep: Class 9 contains 25873 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 80124 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 3413 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 9248 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 18369 members 
Mstep: Class 22 contains 71072 members 
Mstep: Class 23 contains 80768 members 
Mstep: Class 24 contains 5675 members 
Mstep: Class 25 contains 5911 members 
Mstep: Class 26 contains 11412 members 
Mstep: Class 27 contains 4310 members 
Mstep: Class 28 contains 1497 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 75180 members 
Mstep: Class 31 contains 3037 members 
Entering Unmasked Estep 
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Iteration 60F: 32 clusters Score -3.092862e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 55100 members 
Mstep: Class 6 contains 11864 members 
Mstep: Class 7 contains 18599 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 25833 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 7459 members 
Mstep: Class 12 contains 80086 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 7781 members 
Mstep: Class 21 contains 18966 members 
Mstep: Class 22 contains 70888 members 
Mstep: Class 23 contains 80725 members 
Mstep: Class 24 contains 5720 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4290 members 
Mstep: Class 28 contains 1497 members 
Mstep: Class 29 contains 1299 members 
Mstep: Class 30 contains 75489 members 
Mstep: Class 31 contains 2776 members 
Entering Unmasked Estep 
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Iteration 61Q: 32 clusters Score -3.092934e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 55054 members 
Mstep: Class 6 contains 11817 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 25808 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 80049 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 5242 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 10862 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 7757 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 70675 members 
Mstep: Class 23 contains 80701 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 5773 members 
Mstep: Class 26 contains 10826 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 1495 members 
Mstep: Class 29 contains 1253 members 
Mstep: Class 30 contains 75752 members 
Mstep: Class 31 contains 2582 members 
Entering Unmasked Estep 
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Iteration 62Q: 32 clusters Score -3.09298e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 55018 members 
Mstep: Class 6 contains 11757 members 
Mstep: Class 7 contains 18646 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 25759 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 7448 members 
Mstep: Class 12 contains 80014 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 10926 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 7750 members 
Mstep: Class 21 contains 20080 members 
Mstep: Class 22 contains 70447 members 
Mstep: Class 23 contains 80687 members 
Mstep: Class 24 contains 5813 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 10553 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 1203 members 
Mstep: Class 30 contains 76043 members 
Mstep: Class 31 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930192.000000 Penalty: 66580.335938
Iteration 63Q: 32 clusters Score -3.093019e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 9197 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 55000 members 
Mstep: Class 6 contains 11705 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 80016 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 10987 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 20 contains 7740 members 
Mstep: Class 21 contains 20523 members 
Mstep: Class 22 contains 70227 members 
Mstep: Class 23 contains 80683 members 
Mstep: Class 24 contains 5851 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 10276 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 1512 members 
Mstep: Class 29 contains 1165 members 
Mstep: Class 30 contains 76341 members 
Mstep: Class 31 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930624.000000 Penalty: 66580.335938
Iteration 64Q: 32 clusters Score -3.093062e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 9246 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 54981 members 
Mstep: Class 6 contains 11666 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 25688 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 80026 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 9532 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 20820 members 
Mstep: Class 22 contains 70060 members 
Mstep: Class 23 contains 80675 members 
Mstep: Class 24 contains 5893 members 
Mstep: Class 25 contains 5586 members 
Mstep: Class 26 contains 10003 members 
Mstep: Class 27 contains 4232 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 76620 members 
Mstep: Class 31 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930818.000000 Penalty: 66580.335938
Iteration 65Q: 32 clusters Score -3.093082e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 54977 members 
Mstep: Class 6 contains 11632 members 
Mstep: Class 7 contains 18727 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 25671 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 80042 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 11117 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 7715 members 
Mstep: Class 21 contains 21051 members 
Mstep: Class 22 contains 69898 members 
Mstep: Class 23 contains 80681 members 
Mstep: Class 24 contains 5953 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 9711 members 
Mstep: Class 27 contains 4223 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 1121 members 
Mstep: Class 30 contains 76911 members 
Mstep: Class 31 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931082.000000 Penalty: 66580.335938
Iteration 66Q: 32 clusters Score -3.093108e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 54967 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 25648 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 80052 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 4938 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 9602 members 
Mstep: Class 20 contains 7701 members 
Mstep: Class 21 contains 21221 members 
Mstep: Class 22 contains 69769 members 
Mstep: Class 23 contains 80688 members 
Mstep: Class 24 contains 6012 members 
Mstep: Class 25 contains 5407 members 
Mstep: Class 26 contains 9433 members 
Mstep: Class 27 contains 4222 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 77214 members 
Mstep: Class 31 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931308.000000 Penalty: 66580.335938
Iteration 67Q: 32 clusters Score -3.093131e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 54965 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 18796 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 25630 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 7423 members 
Mstep: Class 12 contains 80068 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 11212 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 9621 members 
Mstep: Class 20 contains 7691 members 
Mstep: Class 21 contains 21336 members 
Mstep: Class 22 contains 69655 members 
Mstep: Class 23 contains 80689 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 5334 members 
Mstep: Class 26 contains 9176 members 
Mstep: Class 27 contains 4221 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 77513 members 
Mstep: Class 31 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931396.000000 Penalty: 66580.335938
Iteration 68Q: 32 clusters Score -3.09314e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 9312 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 54970 members 
Mstep: Class 6 contains 11564 members 
Mstep: Class 7 contains 18821 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 25616 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 80072 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 3415 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 11245 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 9636 members 
Mstep: Class 20 contains 7689 members 
Mstep: Class 21 contains 21443 members 
Mstep: Class 22 contains 69560 members 
Mstep: Class 23 contains 80692 members 
Mstep: Class 24 contains 6083 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 8913 members 
Mstep: Class 27 contains 4221 members 
Mstep: Class 28 contains 1540 members 
Mstep: Class 29 contains 1083 members 
Mstep: Class 30 contains 77797 members 
Mstep: Class 31 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931492.000000 Penalty: 66580.335938
Iteration 69Q: 32 clusters Score -3.093149e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 5 contains 54971 members 
Mstep: Class 6 contains 11545 members 
Mstep: Class 7 contains 18847 members 
Mstep: Class 8 contains 4586 members 
Mstep: Class 9 contains 25598 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 80070 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 11274 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 7682 members 
Mstep: Class 21 contains 21545 members 
Mstep: Class 22 contains 69481 members 
Mstep: Class 23 contains 80692 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 8682 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 78059 members 
Mstep: Class 31 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931606.000000 Penalty: 66580.335938
Iteration 70Q: 32 clusters Score -3.093161e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4833 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 54967 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 18883 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 80067 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 9660 members 
Mstep: Class 20 contains 7679 members 
Mstep: Class 21 contains 21621 members 
Mstep: Class 22 contains 69429 members 
Mstep: Class 23 contains 80692 members 
Mstep: Class 24 contains 6097 members 
Mstep: Class 25 contains 5259 members 
Mstep: Class 26 contains 8458 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 1545 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 78294 members 
Mstep: Class 31 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931656.000000 Penalty: 66580.335938
Iteration 71Q: 32 clusters Score -3.093166e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 9329 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 54960 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 4557 members 
Mstep: Class 9 contains 25575 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 80065 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 2196 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 20 contains 7674 members 
Mstep: Class 21 contains 21702 members 
Mstep: Class 22 contains 69380 members 
Mstep: Class 23 contains 80691 members 
Mstep: Class 24 contains 6100 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 8269 members 
Mstep: Class 27 contains 4226 members 
Mstep: Class 28 contains 1547 members 
Mstep: Class 29 contains 1049 members 
Mstep: Class 30 contains 78497 members 
Mstep: Class 31 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931720.000000 Penalty: 66580.335938
Iteration 72Q: 32 clusters Score -3.093172e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4836 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 54954 members 
Mstep: Class 6 contains 11523 members 
Mstep: Class 7 contains 18932 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 25573 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 7436 members 
Mstep: Class 12 contains 80062 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 11304 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 9679 members 
Mstep: Class 20 contains 7671 members 
Mstep: Class 21 contains 21776 members 
Mstep: Class 22 contains 69329 members 
Mstep: Class 23 contains 80691 members 
Mstep: Class 24 contains 6101 members 
Mstep: Class 25 contains 5243 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 4228 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 78692 members 
Mstep: Class 31 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931896.000000 Penalty: 66580.335938
Iteration 73Q: 32 clusters Score -3.09319e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 54954 members 
Mstep: Class 6 contains 11513 members 
Mstep: Class 7 contains 18957 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 25574 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 80059 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 9686 members 
Mstep: Class 20 contains 7667 members 
Mstep: Class 21 contains 21844 members 
Mstep: Class 22 contains 69282 members 
Mstep: Class 23 contains 80694 members 
Mstep: Class 24 contains 6101 members 
Mstep: Class 25 contains 5241 members 
Mstep: Class 26 contains 7889 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 1549 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 78904 members 
Mstep: Class 31 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931944.000000 Penalty: 66580.335938
Iteration 74Q: 32 clusters Score -3.093194e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 54948 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 25574 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 80056 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 7665 members 
Mstep: Class 21 contains 21896 members 
Mstep: Class 22 contains 69246 members 
Mstep: Class 23 contains 80697 members 
Mstep: Class 24 contains 6101 members 
Mstep: Class 25 contains 5240 members 
Mstep: Class 26 contains 7718 members 
Mstep: Class 27 contains 4232 members 
Mstep: Class 28 contains 1551 members 
Mstep: Class 29 contains 1031 members 
Mstep: Class 30 contains 79088 members 
Mstep: Class 31 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932038.000000 Penalty: 66580.335938
Iteration 75Q: 32 clusters Score -3.093204e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4847 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 54940 members 
Mstep: Class 6 contains 11495 members 
Mstep: Class 7 contains 18982 members 
Mstep: Class 8 contains 4497 members 
Mstep: Class 9 contains 25570 members 
Mstep: Class 10 contains 2609 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 80060 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 11338 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 21940 members 
Mstep: Class 22 contains 69222 members 
Mstep: Class 23 contains 80701 members 
Mstep: Class 24 contains 6103 members 
Mstep: Class 25 contains 5237 members 
Mstep: Class 26 contains 7549 members 
Mstep: Class 27 contains 4233 members 
Mstep: Class 28 contains 1551 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 79251 members 
Mstep: Class 31 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932134.000000 Penalty: 66580.335938
Iteration 76Q: 32 clusters Score -3.093213e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4850 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 54941 members 
Mstep: Class 6 contains 11495 members 
Mstep: Class 7 contains 18993 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 25556 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 80066 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9691 members 
Mstep: Class 20 contains 7664 members 
Mstep: Class 21 contains 21966 members 
Mstep: Class 22 contains 69207 members 
Mstep: Class 23 contains 80700 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 7371 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1550 members 
Mstep: Class 29 contains 1013 members 
Mstep: Class 30 contains 79426 members 
Mstep: Class 31 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932222.000000 Penalty: 66580.335938
Iteration 77Q: 32 clusters Score -3.093222e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 54937 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 25543 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 80074 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9698 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 21991 members 
Mstep: Class 22 contains 69197 members 
Mstep: Class 23 contains 80706 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5231 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1551 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79570 members 
Mstep: Class 31 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932212.000000 Penalty: 66580.335938
Iteration 78Q: 32 clusters Score -3.093221e+07 nChanged 321
Entering ConstructFrom: 
Score: -30932212.000000 Penalty: 66580.335938
Entering ConstructFrom: 
Trying to split cluster 1 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -228076.578125 Penalty: 1340.937744
	Iteration 0F: 2 clusters Score -228076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -224825.187500 Penalty: 2681.875488
	Iteration 0F: 3 clusters Score -224825.2 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -225919.671875 Penalty: 2681.875488
	Iteration 1F: 3 clusters Score -225919.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -226497.875000 Penalty: 2681.875488
	Iteration 2F: 3 clusters Score -226497.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -227189.437500 Penalty: 2681.875488
	Iteration 3F: 3 clusters Score -227189.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -227702.156250 Penalty: 2681.875488
	Iteration 4F: 3 clusters Score -227702.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -227986.968750 Penalty: 2681.875488
	Iteration 5F: 3 clusters Score -227987 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -228081.156250 Penalty: 2681.875488
	Iteration 6Q: 3 clusters Score -228081.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -228121.453125 Penalty: 2681.875488
	Iteration 7Q: 3 clusters Score -228121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -228133.531250 Penalty: 2681.875488
	Iteration 8Q: 3 clusters Score -228133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -228140.000000 Penalty: 2681.875488
	Iteration 9Q: 3 clusters Score -228140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228148.828125 Penalty: 2681.875488
	Iteration 10Q: 3 clusters Score -228148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -228155.906250 Penalty: 2681.875488
	Iteration 11Q: 3 clusters Score -228155.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -228171.078125 Penalty: 2681.875488
	Iteration 12Q: 3 clusters Score -228171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -228181.609375 Penalty: 2681.875488
	Iteration 13Q: 3 clusters Score -228181.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -228191.484375 Penalty: 2681.875488
	Iteration 14Q: 3 clusters Score -228191.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -228199.250000 Penalty: 2681.875488
	Iteration 15Q: 3 clusters Score -228199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -228205.187500 Penalty: 2681.875488
	Iteration 16Q: 3 clusters Score -228205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -228208.859375 Penalty: 2681.875488
	Iteration 17Q: 3 clusters Score -228208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -228209.890625 Penalty: 2681.875488
	Iteration 18Q: 3 clusters Score -228209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -228209.890625 Penalty: 2681.875488
	Iteration 19F: 3 clusters Score -228209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 615 members 
Entering Unmasked Estep 
Score: -30931506.000000 Penalty: 68728.093750
Splitting cluster 1 changes total score from -30932212.000000 to -30931506.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -285434.250000 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -285434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -281583.625000 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -281583.6 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -282687.375000 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -282687.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -282864.562500 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -282864.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -282976.562500 Penalty: 2758.657227
	Iteration 3Q: 3 clusters Score -282976.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -283061.750000 Penalty: 2758.657227
	Iteration 4Q: 3 clusters Score -283061.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -283123.593750 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -283123.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -283179.812500 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -283179.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -283239.062500 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -283239.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -283310.531250 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -283310.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -283381.250000 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -283381.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -283462.437500 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -283462.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -283544.562500 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -283544.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -283625.843750 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -283625.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -283710.750000 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -283710.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -283787.875000 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -283787.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -283833.406250 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -283833.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -283865.812500 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -283865.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -283894.093750 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -283894.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -283912.218750 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -283912.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -283929.656250 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -283929.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -283944.437500 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -283944.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -283955.468750 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -283955.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -283963.656250 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -283963.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -283969.218750 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -283969.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -283975.281250 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -283975.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -283978.968750 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -283979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -283982.312500 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -283982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -283985.406250 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -283985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -283989.968750 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -283990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -283994.781250 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -283994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -283998.750000 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -283998.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -284003.312500 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -284003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -284006.031250 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -284006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -284009.812500 Penalty: 2758.657227
	Iteration 33Q: 3 clusters Score -284009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -284011.968750 Penalty: 2758.657227
	Iteration 34Q: 3 clusters Score -284012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -284013.968750 Penalty: 2758.657227
	Iteration 35Q: 3 clusters Score -284014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -284015.593750 Penalty: 2758.657227
	Iteration 36Q: 3 clusters Score -284015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -284018.843750 Penalty: 2758.657227
	Iteration 37Q: 3 clusters Score -284018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -284022.000000 Penalty: 2758.657227
	Iteration 38Q: 3 clusters Score -284022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -284026.593750 Penalty: 2758.657227
	Iteration 39Q: 3 clusters Score -284026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -284030.593750 Penalty: 2758.657227
	Iteration 40F: 3 clusters Score -284030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -284033.375000 Penalty: 2758.657227
	Iteration 41Q: 3 clusters Score -284033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -284034.656250 Penalty: 2758.657227
	Iteration 42Q: 3 clusters Score -284034.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -284036.437500 Penalty: 2758.657227
	Iteration 43Q: 3 clusters Score -284036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -284038.687500 Penalty: 2758.657227
	Iteration 44Q: 3 clusters Score -284038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -284040.843750 Penalty: 2758.657227
	Iteration 45Q: 3 clusters Score -284040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -284043.875000 Penalty: 2758.657227
	Iteration 46Q: 3 clusters Score -284043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -284045.843750 Penalty: 2758.657227
	Iteration 47Q: 3 clusters Score -284045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -284049.281250 Penalty: 2758.657227
	Iteration 48Q: 3 clusters Score -284049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -284051.937500 Penalty: 2758.657227
	Iteration 49Q: 3 clusters Score -284051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -284055.687500 Penalty: 2758.657227
	Iteration 50Q: 3 clusters Score -284055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -284059.812500 Penalty: 2758.657227
	Iteration 51Q: 3 clusters Score -284059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -284066.500000 Penalty: 2758.657227
	Iteration 52Q: 3 clusters Score -284066.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -284079.718750 Penalty: 2758.657227
	Iteration 53Q: 3 clusters Score -284079.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -284091.093750 Penalty: 2758.657227
	Iteration 54Q: 3 clusters Score -284091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -284100.062500 Penalty: 2758.657227
	Iteration 55Q: 3 clusters Score -284100.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -284107.406250 Penalty: 2758.657227
	Iteration 56Q: 3 clusters Score -284107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -284110.937500 Penalty: 2758.657227
	Iteration 57Q: 3 clusters Score -284110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -284113.968750 Penalty: 2758.657227
	Iteration 58Q: 3 clusters Score -284114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -284116.875000 Penalty: 2758.657227
	Iteration 59Q: 3 clusters Score -284116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -284119.687500 Penalty: 2758.657227
	Iteration 60F: 3 clusters Score -284119.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -284123.250000 Penalty: 2758.657227
	Iteration 61Q: 3 clusters Score -284123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -284124.843750 Penalty: 2758.657227
	Iteration 62Q: 3 clusters Score -284124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -284126.000000 Penalty: 2758.657227
	Iteration 63Q: 3 clusters Score -284126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -284127.218750 Penalty: 2758.657227
	Iteration 64Q: 3 clusters Score -284127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -284128.218750 Penalty: 2758.657227
	Iteration 65Q: 3 clusters Score -284128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -284128.937500 Penalty: 2758.657227
	Iteration 66Q: 3 clusters Score -284128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -284128.718750 Penalty: 2758.657227
	Iteration 67Q: 3 clusters Score -284128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -284130.562500 Penalty: 2758.657227
	Iteration 68Q: 3 clusters Score -284130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -284131.281250 Penalty: 2758.657227
	Iteration 69Q: 3 clusters Score -284131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -284132.375000 Penalty: 2758.657227
	Iteration 70Q: 3 clusters Score -284132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -284136.750000 Penalty: 2758.657227
	Iteration 71Q: 3 clusters Score -284136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -284140.718750 Penalty: 2758.657227
	Iteration 72Q: 3 clusters Score -284140.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -284144.375000 Penalty: 2758.657227
	Iteration 73Q: 3 clusters Score -284144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -284145.750000 Penalty: 2758.657227
	Iteration 74Q: 3 clusters Score -284145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -284147.281250 Penalty: 2758.657227
	Iteration 75Q: 3 clusters Score -284147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -284149.062500 Penalty: 2758.657227
	Iteration 76Q: 3 clusters Score -284149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -284152.250000 Penalty: 2758.657227
	Iteration 77Q: 3 clusters Score -284152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -284155.437500 Penalty: 2758.657227
	Iteration 78Q: 3 clusters Score -284155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -284158.156250 Penalty: 2758.657227
	Iteration 79Q: 3 clusters Score -284158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -284161.593750 Penalty: 2758.657227
	Iteration 80F: 3 clusters Score -284161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -284163.593750 Penalty: 2758.657227
	Iteration 81Q: 3 clusters Score -284163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -284165.375000 Penalty: 2758.657227
	Iteration 82Q: 3 clusters Score -284165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -284165.625000 Penalty: 2758.657227
	Iteration 83Q: 3 clusters Score -284165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -284166.093750 Penalty: 2758.657227
	Iteration 84Q: 3 clusters Score -284166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -284165.406250 Penalty: 2758.657227
	Iteration 85Q: 3 clusters Score -284165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -284165.406250 Penalty: 2758.657227
	Iteration 86F: 3 clusters Score -284165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Entering Unmasked Estep 
Score: -487546.281250 Penalty: 1485.689453
	Iteration 0F: 2 clusters Score -487546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -480922.968750 Penalty: 2971.378906
	Iteration 0F: 3 clusters Score -480923 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -483240.593750 Penalty: 2971.378906
	Iteration 1F: 3 clusters Score -483240.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -483777.812500 Penalty: 2971.378906
	Iteration 2F: 3 clusters Score -483777.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -484560.968750 Penalty: 2971.378906
	Iteration 3F: 3 clusters Score -484561 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -485420.718750 Penalty: 2971.378906
	Iteration 4F: 3 clusters Score -485420.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -486122.031250 Penalty: 2971.378906
	Iteration 5F: 3 clusters Score -486122 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -486621.312500 Penalty: 2971.378906
	Iteration 6F: 3 clusters Score -486621.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -486938.562500 Penalty: 2971.378906
	Iteration 7Q: 3 clusters Score -486938.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -487204.968750 Penalty: 2971.378906
	Iteration 8Q: 3 clusters Score -487205 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -487462.218750 Penalty: 2971.378906
	Iteration 9Q: 3 clusters Score -487462.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -487656.218750 Penalty: 2971.378906
	Iteration 10Q: 3 clusters Score -487656.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -487762.375000 Penalty: 2971.378906
	Iteration 11Q: 3 clusters Score -487762.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -487822.156250 Penalty: 2971.378906
	Iteration 12Q: 3 clusters Score -487822.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -487853.156250 Penalty: 2971.378906
	Iteration 13Q: 3 clusters Score -487853.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -487869.781250 Penalty: 2971.378906
	Iteration 14Q: 3 clusters Score -487869.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -487878.281250 Penalty: 2971.378906
	Iteration 15Q: 3 clusters Score -487878.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -487882.750000 Penalty: 2971.378906
	Iteration 16Q: 3 clusters Score -487882.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -487883.187500 Penalty: 2971.378906
	Iteration 17Q: 3 clusters Score -487883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -487886.000000 Penalty: 2971.378906
	Iteration 18Q: 3 clusters Score -487886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -487885.125000 Penalty: 2971.378906
	Iteration 19Q: 3 clusters Score -487885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -487886.750000 Penalty: 2971.378906
	Iteration 20F: 3 clusters Score -487886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -487887.000000 Penalty: 2971.378906
	Iteration 21Q: 3 clusters Score -487887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -487887.218750 Penalty: 2971.378906
	Iteration 22Q: 3 clusters Score -487887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -487887.218750 Penalty: 2971.378906
	Iteration 23F: 3 clusters Score -487887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2926 members 
Entering Unmasked Estep 
Score: -30931846.000000 Penalty: 68728.093750
Splitting cluster 3 changes total score from -30932212.000000 to -30931846.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -226706.859375 Penalty: 1341.909424
	Iteration 0F: 2 clusters Score -226706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -223423.125000 Penalty: 2683.818848
	Iteration 0F: 3 clusters Score -223423.1 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -224382.500000 Penalty: 2683.818848
	Iteration 1F: 3 clusters Score -224382.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -224734.171875 Penalty: 2683.818848
	Iteration 2F: 3 clusters Score -224734.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -225022.906250 Penalty: 2683.818848
	Iteration 3F: 3 clusters Score -225022.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -225229.421875 Penalty: 2683.818848
	Iteration 4F: 3 clusters Score -225229.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -225411.218750 Penalty: 2683.818848
	Iteration 5F: 3 clusters Score -225411.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -225560.656250 Penalty: 2683.818848
	Iteration 6F: 3 clusters Score -225560.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -225681.796875 Penalty: 2683.818848
	Iteration 7Q: 3 clusters Score -225681.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -225790.453125 Penalty: 2683.818848
	Iteration 8Q: 3 clusters Score -225790.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -225871.515625 Penalty: 2683.818848
	Iteration 9Q: 3 clusters Score -225871.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -225923.031250 Penalty: 2683.818848
	Iteration 10Q: 3 clusters Score -225923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -225977.031250 Penalty: 2683.818848
	Iteration 11Q: 3 clusters Score -225977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -226031.015625 Penalty: 2683.818848
	Iteration 12Q: 3 clusters Score -226031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -226073.875000 Penalty: 2683.818848
	Iteration 13Q: 3 clusters Score -226073.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -226102.671875 Penalty: 2683.818848
	Iteration 14Q: 3 clusters Score -226102.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -226123.421875 Penalty: 2683.818848
	Iteration 15Q: 3 clusters Score -226123.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -226140.218750 Penalty: 2683.818848
	Iteration 16Q: 3 clusters Score -226140.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -226149.875000 Penalty: 2683.818848
	Iteration 17Q: 3 clusters Score -226149.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -226156.531250 Penalty: 2683.818848
	Iteration 18Q: 3 clusters Score -226156.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -226160.765625 Penalty: 2683.818848
	Iteration 19Q: 3 clusters Score -226160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -226162.578125 Penalty: 2683.818848
	Iteration 20F: 3 clusters Score -226162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -226164.218750 Penalty: 2683.818848
	Iteration 21Q: 3 clusters Score -226164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -226166.921875 Penalty: 2683.818848
	Iteration 22Q: 3 clusters Score -226166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -226167.375000 Penalty: 2683.818848
	Iteration 23Q: 3 clusters Score -226167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -226167.375000 Penalty: 2683.818848
	Iteration 24Q: 3 clusters Score -226167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -226167.734375 Penalty: 2683.818848
	Iteration 25Q: 3 clusters Score -226167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -226167.734375 Penalty: 2683.818848
	Iteration 26F: 3 clusters Score -226167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Entering Unmasked Estep 
Score: -3324646.500000 Penalty: 1773.530396
	Iteration 0F: 2 clusters Score -3324646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3287878.000000 Penalty: 3547.060791
	Iteration 0F: 3 clusters Score -3287878 nChanged 26019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3302933.750000 Penalty: 3547.060791
	Iteration 1F: 3 clusters Score -3302934 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3303925.750000 Penalty: 3547.060791
	Iteration 2Q: 3 clusters Score -3303926 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3305258.000000 Penalty: 3547.060791
	Iteration 3F: 3 clusters Score -3305258 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3307027.500000 Penalty: 3547.060791
	Iteration 4F: 3 clusters Score -3307028 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3309094.250000 Penalty: 3547.060791
	Iteration 5F: 3 clusters Score -3309094 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3311223.000000 Penalty: 3547.060791
	Iteration 6F: 3 clusters Score -3311223 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3313207.000000 Penalty: 3547.060791
	Iteration 7F: 3 clusters Score -3313207 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3314990.500000 Penalty: 3547.060791
	Iteration 8F: 3 clusters Score -3314990 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3316525.500000 Penalty: 3547.060791
	Iteration 9Q: 3 clusters Score -3316526 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3317885.000000 Penalty: 3547.060791
	Iteration 10Q: 3 clusters Score -3317885 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3319180.500000 Penalty: 3547.060791
	Iteration 11Q: 3 clusters Score -3319180 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3320264.000000 Penalty: 3547.060791
	Iteration 12Q: 3 clusters Score -3320264 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3321162.000000 Penalty: 3547.060791
	Iteration 13Q: 3 clusters Score -3321162 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3321930.250000 Penalty: 3547.060791
	Iteration 14Q: 3 clusters Score -3321930 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3322453.250000 Penalty: 3547.060791
	Iteration 15Q: 3 clusters Score -3322453 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3322763.250000 Penalty: 3547.060791
	Iteration 16Q: 3 clusters Score -3322763 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3322925.750000 Penalty: 3547.060791
	Iteration 17Q: 3 clusters Score -3322926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3323071.750000 Penalty: 3547.060791
	Iteration 18Q: 3 clusters Score -3323072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3323164.000000 Penalty: 3547.060791
	Iteration 19Q: 3 clusters Score -3323164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3323220.750000 Penalty: 3547.060791
	Iteration 20F: 3 clusters Score -3323221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3323243.500000 Penalty: 3547.060791
	Iteration 21Q: 3 clusters Score -3323244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3323260.250000 Penalty: 3547.060791
	Iteration 22Q: 3 clusters Score -3323260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3323265.250000 Penalty: 3547.060791
	Iteration 23Q: 3 clusters Score -3323265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3323275.000000 Penalty: 3547.060791
	Iteration 24Q: 3 clusters Score -3323275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3323288.250000 Penalty: 3547.060791
	Iteration 25Q: 3 clusters Score -3323288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3323289.250000 Penalty: 3547.060791
	Iteration 26Q: 3 clusters Score -3323289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3323291.750000 Penalty: 3547.060791
	Iteration 27Q: 3 clusters Score -3323292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3323302.500000 Penalty: 3547.060791
	Iteration 28Q: 3 clusters Score -3323302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3323304.250000 Penalty: 3547.060791
	Iteration 29Q: 3 clusters Score -3323304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3323310.500000 Penalty: 3547.060791
	Iteration 30Q: 3 clusters Score -3323310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3323315.500000 Penalty: 3547.060791
	Iteration 31Q: 3 clusters Score -3323316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3323321.500000 Penalty: 3547.060791
	Iteration 32Q: 3 clusters Score -3323322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3323322.500000 Penalty: 3547.060791
	Iteration 33Q: 3 clusters Score -3323322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3323320.750000 Penalty: 3547.060791
	Iteration 34Q: 3 clusters Score -3323321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3323320.750000 Penalty: 3547.060791
	Iteration 35F: 3 clusters Score -3323321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -693025.562500 Penalty: 1519.264404
	Iteration 0F: 2 clusters Score -693025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -684980.875000 Penalty: 3038.528809
	Iteration 0F: 3 clusters Score -684980.9 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -687622.187500 Penalty: 3038.528809
	Iteration 1F: 3 clusters Score -687622.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -687939.625000 Penalty: 3038.528809
	Iteration 2F: 3 clusters Score -687939.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -688303.125000 Penalty: 3038.528809
	Iteration 3F: 3 clusters Score -688303.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -688746.812500 Penalty: 3038.528809
	Iteration 4F: 3 clusters Score -688746.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -689234.687500 Penalty: 3038.528809
	Iteration 5F: 3 clusters Score -689234.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -689658.625000 Penalty: 3038.528809
	Iteration 6F: 3 clusters Score -689658.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -690018.062500 Penalty: 3038.528809
	Iteration 7F: 3 clusters Score -690018.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -690272.687500 Penalty: 3038.528809
	Iteration 8Q: 3 clusters Score -690272.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -690433.687500 Penalty: 3038.528809
	Iteration 9Q: 3 clusters Score -690433.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -690538.750000 Penalty: 3038.528809
	Iteration 10Q: 3 clusters Score -690538.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -690622.062500 Penalty: 3038.528809
	Iteration 11Q: 3 clusters Score -690622.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -690699.437500 Penalty: 3038.528809
	Iteration 12Q: 3 clusters Score -690699.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -690778.187500 Penalty: 3038.528809
	Iteration 13Q: 3 clusters Score -690778.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -690852.062500 Penalty: 3038.528809
	Iteration 14Q: 3 clusters Score -690852.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -690923.125000 Penalty: 3038.528809
	Iteration 15Q: 3 clusters Score -690923.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -690998.875000 Penalty: 3038.528809
	Iteration 16Q: 3 clusters Score -690998.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -691063.375000 Penalty: 3038.528809
	Iteration 17Q: 3 clusters Score -691063.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -691128.062500 Penalty: 3038.528809
	Iteration 18Q: 3 clusters Score -691128.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -691190.375000 Penalty: 3038.528809
	Iteration 19Q: 3 clusters Score -691190.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -691251.812500 Penalty: 3038.528809
	Iteration 20F: 3 clusters Score -691251.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -691294.562500 Penalty: 3038.528809
	Iteration 21Q: 3 clusters Score -691294.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -691328.437500 Penalty: 3038.528809
	Iteration 22Q: 3 clusters Score -691328.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -691356.937500 Penalty: 3038.528809
	Iteration 23Q: 3 clusters Score -691356.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -691394.687500 Penalty: 3038.528809
	Iteration 24Q: 3 clusters Score -691394.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -691433.750000 Penalty: 3038.528809
	Iteration 25Q: 3 clusters Score -691433.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -691472.250000 Penalty: 3038.528809
	Iteration 26Q: 3 clusters Score -691472.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -691508.500000 Penalty: 3038.528809
	Iteration 27Q: 3 clusters Score -691508.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -691535.812500 Penalty: 3038.528809
	Iteration 28Q: 3 clusters Score -691535.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -691567.500000 Penalty: 3038.528809
	Iteration 29Q: 3 clusters Score -691567.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -691596.500000 Penalty: 3038.528809
	Iteration 30Q: 3 clusters Score -691596.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -691634.625000 Penalty: 3038.528809
	Iteration 31Q: 3 clusters Score -691634.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -691664.187500 Penalty: 3038.528809
	Iteration 32Q: 3 clusters Score -691664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -691675.750000 Penalty: 3038.528809
	Iteration 33Q: 3 clusters Score -691675.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -691690.937500 Penalty: 3038.528809
	Iteration 34Q: 3 clusters Score -691690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -691698.562500 Penalty: 3038.528809
	Iteration 35Q: 3 clusters Score -691698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -691703.625000 Penalty: 3038.528809
	Iteration 36Q: 3 clusters Score -691703.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -691709.312500 Penalty: 3038.528809
	Iteration 37Q: 3 clusters Score -691709.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -691716.625000 Penalty: 3038.528809
	Iteration 38Q: 3 clusters Score -691716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -691720.937500 Penalty: 3038.528809
	Iteration 39Q: 3 clusters Score -691720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -691726.687500 Penalty: 3038.528809
	Iteration 40F: 3 clusters Score -691726.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -691731.437500 Penalty: 3038.528809
	Iteration 41Q: 3 clusters Score -691731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -691735.250000 Penalty: 3038.528809
	Iteration 42Q: 3 clusters Score -691735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -691736.562500 Penalty: 3038.528809
	Iteration 43Q: 3 clusters Score -691736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -691737.937500 Penalty: 3038.528809
	Iteration 44Q: 3 clusters Score -691737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -691738.875000 Penalty: 3038.528809
	Iteration 45Q: 3 clusters Score -691738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -691738.875000 Penalty: 3038.528809
	Iteration 46F: 3 clusters Score -691738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Entering Unmasked Estep 
Score: -1142436.375000 Penalty: 1601.084106
	Iteration 0F: 2 clusters Score -1142436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1129488.875000 Penalty: 3202.168213
	Iteration 0F: 3 clusters Score -1129489 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1134305.125000 Penalty: 3202.168213
	Iteration 1F: 3 clusters Score -1134305 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1134770.250000 Penalty: 3202.168213
	Iteration 2F: 3 clusters Score -1134770 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1135245.000000 Penalty: 3202.168213
	Iteration 3F: 3 clusters Score -1135245 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1135737.250000 Penalty: 3202.168213
	Iteration 4F: 3 clusters Score -1135737 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1136329.500000 Penalty: 3202.168213
	Iteration 5F: 3 clusters Score -1136330 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1137038.875000 Penalty: 3202.168213
	Iteration 6F: 3 clusters Score -1137039 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1137849.625000 Penalty: 3202.168213
	Iteration 7F: 3 clusters Score -1137850 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1138606.125000 Penalty: 3202.168213
	Iteration 8F: 3 clusters Score -1138606 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1139302.625000 Penalty: 3202.168213
	Iteration 9Q: 3 clusters Score -1139303 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1139868.500000 Penalty: 3202.168213
	Iteration 10Q: 3 clusters Score -1139868 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1140272.625000 Penalty: 3202.168213
	Iteration 11Q: 3 clusters Score -1140273 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1140542.250000 Penalty: 3202.168213
	Iteration 12Q: 3 clusters Score -1140542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1140710.750000 Penalty: 3202.168213
	Iteration 13Q: 3 clusters Score -1140711 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1140879.375000 Penalty: 3202.168213
	Iteration 14Q: 3 clusters Score -1140879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1141040.250000 Penalty: 3202.168213
	Iteration 15Q: 3 clusters Score -1141040 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1141164.875000 Penalty: 3202.168213
	Iteration 16Q: 3 clusters Score -1141165 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1141250.125000 Penalty: 3202.168213
	Iteration 17Q: 3 clusters Score -1141250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1141290.250000 Penalty: 3202.168213
	Iteration 18Q: 3 clusters Score -1141290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1141327.500000 Penalty: 3202.168213
	Iteration 19Q: 3 clusters Score -1141328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1141359.500000 Penalty: 3202.168213
	Iteration 20F: 3 clusters Score -1141360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1141384.750000 Penalty: 3202.168213
	Iteration 21Q: 3 clusters Score -1141385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1141401.250000 Penalty: 3202.168213
	Iteration 22Q: 3 clusters Score -1141401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1141415.625000 Penalty: 3202.168213
	Iteration 23Q: 3 clusters Score -1141416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1141428.250000 Penalty: 3202.168213
	Iteration 24Q: 3 clusters Score -1141428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1141434.750000 Penalty: 3202.168213
	Iteration 25Q: 3 clusters Score -1141435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1141447.750000 Penalty: 3202.168213
	Iteration 26Q: 3 clusters Score -1141448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1141451.375000 Penalty: 3202.168213
	Iteration 27Q: 3 clusters Score -1141451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1141454.250000 Penalty: 3202.168213
	Iteration 28Q: 3 clusters Score -1141454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1141453.000000 Penalty: 3202.168213
	Iteration 29Q: 3 clusters Score -1141453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1141458.375000 Penalty: 3202.168213
	Iteration 30Q: 3 clusters Score -1141458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1141458.375000 Penalty: 3202.168213
	Iteration 31F: 3 clusters Score -1141458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -246592.218750 Penalty: 1365.944824
	Iteration 0F: 2 clusters Score -246592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -242998.968750 Penalty: 2731.889648
	Iteration 0F: 3 clusters Score -242999 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -244277.796875 Penalty: 2731.889648
	Iteration 1F: 3 clusters Score -244277.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -244714.203125 Penalty: 2731.889648
	Iteration 2F: 3 clusters Score -244714.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -245064.718750 Penalty: 2731.889648
	Iteration 3F: 3 clusters Score -245064.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -245336.281250 Penalty: 2731.889648
	Iteration 4F: 3 clusters Score -245336.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -245597.640625 Penalty: 2731.889648
	Iteration 5F: 3 clusters Score -245597.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -245956.296875 Penalty: 2731.889648
	Iteration 6F: 3 clusters Score -245956.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -246395.500000 Penalty: 2731.889648
	Iteration 7F: 3 clusters Score -246395.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -246891.125000 Penalty: 2731.889648
	Iteration 8F: 3 clusters Score -246891.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -247275.906250 Penalty: 2731.889648
	Iteration 9F: 3 clusters Score -247275.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -247522.625000 Penalty: 2731.889648
	Iteration 10Q: 3 clusters Score -247522.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -247639.437500 Penalty: 2731.889648
	Iteration 11Q: 3 clusters Score -247639.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -247676.921875 Penalty: 2731.889648
	Iteration 12Q: 3 clusters Score -247676.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -247691.531250 Penalty: 2731.889648
	Iteration 13Q: 3 clusters Score -247691.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -247696.296875 Penalty: 2731.889648
	Iteration 14Q: 3 clusters Score -247696.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -247701.140625 Penalty: 2731.889648
	Iteration 15Q: 3 clusters Score -247701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -247704.234375 Penalty: 2731.889648
	Iteration 16Q: 3 clusters Score -247704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -247705.421875 Penalty: 2731.889648
	Iteration 17Q: 3 clusters Score -247705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -247706.484375 Penalty: 2731.889648
	Iteration 18Q: 3 clusters Score -247706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -247707.906250 Penalty: 2731.889648
	Iteration 19Q: 3 clusters Score -247707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -247707.937500 Penalty: 2731.889648
	Iteration 20F: 3 clusters Score -247707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Entering Unmasked Estep 
Score: -30932484.000000 Penalty: 68728.093750
Splitting cluster 8 changes total score from -30932212.000000 to -30932484.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 9 (25542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Entering Unmasked Estep 
Score: -1550633.500000 Penalty: 1649.062988
	Iteration 0F: 2 clusters Score -1550634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1533522.000000 Penalty: 3298.125977
	Iteration 0F: 3 clusters Score -1533522 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1539769.500000 Penalty: 3298.125977
	Iteration 1F: 3 clusters Score -1539770 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1540062.375000 Penalty: 3298.125977
	Iteration 2Q: 3 clusters Score -1540062 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1540340.375000 Penalty: 3298.125977
	Iteration 3Q: 3 clusters Score -1540340 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1540647.250000 Penalty: 3298.125977
	Iteration 4Q: 3 clusters Score -1540647 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1541001.875000 Penalty: 3298.125977
	Iteration 5Q: 3 clusters Score -1541002 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1541445.500000 Penalty: 3298.125977
	Iteration 6Q: 3 clusters Score -1541446 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1542055.750000 Penalty: 3298.125977
	Iteration 7Q: 3 clusters Score -1542056 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1542882.375000 Penalty: 3298.125977
	Iteration 8Q: 3 clusters Score -1542882 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1543934.000000 Penalty: 3298.125977
	Iteration 9F: 3 clusters Score -1543934 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1545059.875000 Penalty: 3298.125977
	Iteration 10F: 3 clusters Score -1545060 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1545977.500000 Penalty: 3298.125977
	Iteration 11Q: 3 clusters Score -1545978 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1546673.750000 Penalty: 3298.125977
	Iteration 12Q: 3 clusters Score -1546674 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1547185.250000 Penalty: 3298.125977
	Iteration 13Q: 3 clusters Score -1547185 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -1547583.125000 Penalty: 3298.125977
	Iteration 14Q: 3 clusters Score -1547583 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -1547914.000000 Penalty: 3298.125977
	Iteration 15Q: 3 clusters Score -1547914 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -1548172.125000 Penalty: 3298.125977
	Iteration 16Q: 3 clusters Score -1548172 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -1548387.875000 Penalty: 3298.125977
	Iteration 17Q: 3 clusters Score -1548388 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -1548526.000000 Penalty: 3298.125977
	Iteration 18Q: 3 clusters Score -1548526 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -1548658.625000 Penalty: 3298.125977
	Iteration 19Q: 3 clusters Score -1548659 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -1548770.125000 Penalty: 3298.125977
	Iteration 20F: 3 clusters Score -1548770 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -1548887.625000 Penalty: 3298.125977
	Iteration 21Q: 3 clusters Score -1548888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1548985.750000 Penalty: 3298.125977
	Iteration 22Q: 3 clusters Score -1548986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -1549052.250000 Penalty: 3298.125977
	Iteration 23Q: 3 clusters Score -1549052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -1549103.375000 Penalty: 3298.125977
	Iteration 24Q: 3 clusters Score -1549103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -1549147.250000 Penalty: 3298.125977
	Iteration 25Q: 3 clusters Score -1549147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -1549165.375000 Penalty: 3298.125977
	Iteration 26Q: 3 clusters Score -1549165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -1549183.500000 Penalty: 3298.125977
	Iteration 27Q: 3 clusters Score -1549184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -1549200.750000 Penalty: 3298.125977
	Iteration 28Q: 3 clusters Score -1549201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -1549216.875000 Penalty: 3298.125977
	Iteration 29Q: 3 clusters Score -1549217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1549230.000000 Penalty: 3298.125977
	Iteration 30Q: 3 clusters Score -1549230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -1549230.750000 Penalty: 3298.125977
	Iteration 31Q: 3 clusters Score -1549231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -1549231.875000 Penalty: 3298.125977
	Iteration 32Q: 3 clusters Score -1549232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -1549231.875000 Penalty: 3298.125977
	Iteration 33F: 3 clusters Score -1549232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -146733.218750 Penalty: 1278.715698
	Iteration 0F: 2 clusters Score -146733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -144256.453125 Penalty: 2557.431396
	Iteration 0F: 3 clusters Score -144256.5 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -144911.515625 Penalty: 2557.431396
	Iteration 1F: 3 clusters Score -144911.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -145171.125000 Penalty: 2557.431396
	Iteration 2F: 3 clusters Score -145171.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -145506.359375 Penalty: 2557.431396
	Iteration 3F: 3 clusters Score -145506.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -145932.546875 Penalty: 2557.431396
	Iteration 4F: 3 clusters Score -145932.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -146400.734375 Penalty: 2557.431396
	Iteration 5F: 3 clusters Score -146400.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -147044.468750 Penalty: 2557.431396
	Iteration 6F: 3 clusters Score -147044.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -147968.546875 Penalty: 2557.431396
	Iteration 7F: 3 clusters Score -147968.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -148128.328125 Penalty: 2557.431396
	Iteration 8Q: 3 clusters Score -148128.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -148309.718750 Penalty: 2557.431396
	Iteration 9Q: 3 clusters Score -148309.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -148583.468750 Penalty: 2557.431396
	Iteration 10Q: 3 clusters Score -148583.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -148729.218750 Penalty: 2557.431396
	Iteration 11Q: 3 clusters Score -148729.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -148788.765625 Penalty: 2557.431396
	Iteration 12Q: 3 clusters Score -148788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -148794.406250 Penalty: 2557.431396
	Iteration 13Q: 3 clusters Score -148794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -148795.546875 Penalty: 2557.431396
	Iteration 14Q: 3 clusters Score -148795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -148795.546875 Penalty: 2557.431396
	Iteration 15F: 3 clusters Score -148795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Entering Unmasked Estep 
Score: -30933720.000000 Penalty: 70875.843750
Splitting cluster 10 changes total score from -30932212.000000 to -30933720.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -432528.250000 Penalty: 1448.844971
	Iteration 0F: 2 clusters Score -432528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -427015.062500 Penalty: 2897.689941
	Iteration 0F: 3 clusters Score -427015.1 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -428820.625000 Penalty: 2897.689941
	Iteration 1F: 3 clusters Score -428820.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -429105.468750 Penalty: 2897.689941
	Iteration 2F: 3 clusters Score -429105.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -429340.000000 Penalty: 2897.689941
	Iteration 3F: 3 clusters Score -429340 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -429531.500000 Penalty: 2897.689941
	Iteration 4Q: 3 clusters Score -429531.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -429694.937500 Penalty: 2897.689941
	Iteration 5Q: 3 clusters Score -429694.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -429854.125000 Penalty: 2897.689941
	Iteration 6Q: 3 clusters Score -429854.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -430023.062500 Penalty: 2897.689941
	Iteration 7Q: 3 clusters Score -430023.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -430193.093750 Penalty: 2897.689941
	Iteration 8Q: 3 clusters Score -430193.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -430373.812500 Penalty: 2897.689941
	Iteration 9Q: 3 clusters Score -430373.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -430536.093750 Penalty: 2897.689941
	Iteration 10Q: 3 clusters Score -430536.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -430665.875000 Penalty: 2897.689941
	Iteration 11Q: 3 clusters Score -430665.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -430778.500000 Penalty: 2897.689941
	Iteration 12Q: 3 clusters Score -430778.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -430869.500000 Penalty: 2897.689941
	Iteration 13Q: 3 clusters Score -430869.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -430943.875000 Penalty: 2897.689941
	Iteration 14Q: 3 clusters Score -430943.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -431016.312500 Penalty: 2897.689941
	Iteration 15Q: 3 clusters Score -431016.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -431075.125000 Penalty: 2897.689941
	Iteration 16Q: 3 clusters Score -431075.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -431124.406250 Penalty: 2897.689941
	Iteration 17Q: 3 clusters Score -431124.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -431165.750000 Penalty: 2897.689941
	Iteration 18Q: 3 clusters Score -431165.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -431195.500000 Penalty: 2897.689941
	Iteration 19Q: 3 clusters Score -431195.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -431231.843750 Penalty: 2897.689941
	Iteration 20F: 3 clusters Score -431231.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -431261.531250 Penalty: 2897.689941
	Iteration 21Q: 3 clusters Score -431261.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -431291.343750 Penalty: 2897.689941
	Iteration 22Q: 3 clusters Score -431291.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -431318.093750 Penalty: 2897.689941
	Iteration 23Q: 3 clusters Score -431318.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -431337.500000 Penalty: 2897.689941
	Iteration 24Q: 3 clusters Score -431337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -431352.312500 Penalty: 2897.689941
	Iteration 25Q: 3 clusters Score -431352.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -431360.843750 Penalty: 2897.689941
	Iteration 26Q: 3 clusters Score -431360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -431364.343750 Penalty: 2897.689941
	Iteration 27Q: 3 clusters Score -431364.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -431369.250000 Penalty: 2897.689941
	Iteration 28Q: 3 clusters Score -431369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -431372.375000 Penalty: 2897.689941
	Iteration 29Q: 3 clusters Score -431372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -431376.062500 Penalty: 2897.689941
	Iteration 30Q: 3 clusters Score -431376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -431379.187500 Penalty: 2897.689941
	Iteration 31Q: 3 clusters Score -431379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -431382.343750 Penalty: 2897.689941
	Iteration 32Q: 3 clusters Score -431382.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -431383.500000 Penalty: 2897.689941
	Iteration 33Q: 3 clusters Score -431383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -431383.656250 Penalty: 2897.689941
	Iteration 34Q: 3 clusters Score -431383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -431385.312500 Penalty: 2897.689941
	Iteration 35Q: 3 clusters Score -431385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -431386.281250 Penalty: 2897.689941
	Iteration 36Q: 3 clusters Score -431386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -431386.875000 Penalty: 2897.689941
	Iteration 37Q: 3 clusters Score -431386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -431386.875000 Penalty: 2897.689941
	Iteration 38F: 3 clusters Score -431386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Entering Unmasked Estep 
Score: -4844132.500000 Penalty: 1834.743896
	Iteration 0F: 2 clusters Score -4844132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4790687.500000 Penalty: 3669.487793
	Iteration 0F: 3 clusters Score -4790688 nChanged 37924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -4812666.500000 Penalty: 3669.487793
	Iteration 1F: 3 clusters Score -4812666 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -4813876.000000 Penalty: 3669.487793
	Iteration 2Q: 3 clusters Score -4813876 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -4815504.500000 Penalty: 3669.487793
	Iteration 3Q: 3 clusters Score -4815504 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -4817534.000000 Penalty: 3669.487793
	Iteration 4F: 3 clusters Score -4817534 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -4819995.500000 Penalty: 3669.487793
	Iteration 5F: 3 clusters Score -4819996 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -4822698.500000 Penalty: 3669.487793
	Iteration 6F: 3 clusters Score -4822698 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -4825132.000000 Penalty: 3669.487793
	Iteration 7F: 3 clusters Score -4825132 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -4827333.500000 Penalty: 3669.487793
	Iteration 8Q: 3 clusters Score -4827334 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -4829343.500000 Penalty: 3669.487793
	Iteration 9Q: 3 clusters Score -4829344 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -4831278.500000 Penalty: 3669.487793
	Iteration 10Q: 3 clusters Score -4831278 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -4833336.000000 Penalty: 3669.487793
	Iteration 11Q: 3 clusters Score -4833336 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -4835297.500000 Penalty: 3669.487793
	Iteration 12Q: 3 clusters Score -4835298 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -4837017.000000 Penalty: 3669.487793
	Iteration 13Q: 3 clusters Score -4837017 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -4838505.500000 Penalty: 3669.487793
	Iteration 14Q: 3 clusters Score -4838506 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -4839690.500000 Penalty: 3669.487793
	Iteration 15Q: 3 clusters Score -4839690 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -4840579.500000 Penalty: 3669.487793
	Iteration 16Q: 3 clusters Score -4840580 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -4841196.500000 Penalty: 3669.487793
	Iteration 17Q: 3 clusters Score -4841196 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -4841584.500000 Penalty: 3669.487793
	Iteration 18Q: 3 clusters Score -4841584 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -4841933.000000 Penalty: 3669.487793
	Iteration 19Q: 3 clusters Score -4841933 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -4842120.500000 Penalty: 3669.487793
	Iteration 20F: 3 clusters Score -4842120 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -4842282.500000 Penalty: 3669.487793
	Iteration 21Q: 3 clusters Score -4842282 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -4842404.000000 Penalty: 3669.487793
	Iteration 22Q: 3 clusters Score -4842404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -4842488.500000 Penalty: 3669.487793
	Iteration 23Q: 3 clusters Score -4842488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -4842536.000000 Penalty: 3669.487793
	Iteration 24Q: 3 clusters Score -4842536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -4842571.500000 Penalty: 3669.487793
	Iteration 25Q: 3 clusters Score -4842572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -4842611.000000 Penalty: 3669.487793
	Iteration 26Q: 3 clusters Score -4842611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -4842625.000000 Penalty: 3669.487793
	Iteration 27Q: 3 clusters Score -4842625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -4842643.500000 Penalty: 3669.487793
	Iteration 28Q: 3 clusters Score -4842644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -4842645.000000 Penalty: 3669.487793
	Iteration 29Q: 3 clusters Score -4842645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -4842670.000000 Penalty: 3669.487793
	Iteration 30Q: 3 clusters Score -4842670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -4842678.500000 Penalty: 3669.487793
	Iteration 31Q: 3 clusters Score -4842678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -4842678.000000 Penalty: 3669.487793
	Iteration 32Q: 3 clusters Score -4842678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -4842686.500000 Penalty: 3669.487793
	Iteration 33Q: 3 clusters Score -4842686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -4842690.500000 Penalty: 3669.487793
	Iteration 34Q: 3 clusters Score -4842690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -4842694.500000 Penalty: 3669.487793
	Iteration 35Q: 3 clusters Score -4842694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -4842694.500000 Penalty: 3669.487793
	Iteration 36Q: 3 clusters Score -4842694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -4842699.500000 Penalty: 3669.487793
	Iteration 37Q: 3 clusters Score -4842700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -4842693.000000 Penalty: 3669.487793
	Iteration 38Q: 3 clusters Score -4842693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -4842698.500000 Penalty: 3669.487793
	Iteration 39Q: 3 clusters Score -4842698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -4842703.000000 Penalty: 3669.487793
	Iteration 40F: 3 clusters Score -4842703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -4842705.000000 Penalty: 3669.487793
	Iteration 41Q: 3 clusters Score -4842705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -4842704.000000 Penalty: 3669.487793
	Iteration 42Q: 3 clusters Score -4842704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -4842701.000000 Penalty: 3669.487793
	Iteration 43Q: 3 clusters Score -4842701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -4842703.500000 Penalty: 3669.487793
	Iteration 44Q: 3 clusters Score -4842704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -4842699.500000 Penalty: 3669.487793
	Iteration 45Q: 3 clusters Score -4842700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -4842707.000000 Penalty: 3669.487793
	Iteration 46Q: 3 clusters Score -4842707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -4842707.500000 Penalty: 3669.487793
	Iteration 47Q: 3 clusters Score -4842708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -4842709.500000 Penalty: 3669.487793
	Iteration 48Q: 3 clusters Score -4842710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -4842716.000000 Penalty: 3669.487793
	Iteration 49Q: 3 clusters Score -4842716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -4842717.500000 Penalty: 3669.487793
	Iteration 50Q: 3 clusters Score -4842718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -4842715.500000 Penalty: 3669.487793
	Iteration 51Q: 3 clusters Score -4842716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -4842718.500000 Penalty: 3669.487793
	Iteration 52Q: 3 clusters Score -4842718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -4842726.000000 Penalty: 3669.487793
	Iteration 53Q: 3 clusters Score -4842726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -4842727.500000 Penalty: 3669.487793
	Iteration 54Q: 3 clusters Score -4842728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -4842727.500000 Penalty: 3669.487793
	Iteration 55F: 3 clusters Score -4842728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -132326.750000 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -132326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -129990.242188 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -129990.2 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -130658.031250 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -130658 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -130940.796875 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -130940.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -131245.609375 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -131245.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -131550.843750 Penalty: 2530.899170
	Iteration 4F: 3 clusters Score -131550.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -131839.562500 Penalty: 2530.899170
	Iteration 5F: 3 clusters Score -131839.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -132029.843750 Penalty: 2530.899170
	Iteration 6F: 3 clusters Score -132029.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -132117.625000 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -132117.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -132160.031250 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -132160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -132174.859375 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -132174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -132185.078125 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -132185.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -132190.359375 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -132190.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -132198.984375 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -132199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -132205.484375 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -132205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -132208.937500 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -132208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -132211.859375 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -132211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -132216.515625 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -132216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -132219.546875 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -132219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -132221.546875 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -132221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -132224.000000 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -132224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -132225.781250 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -132225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -132226.890625 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -132226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -132226.890625 Penalty: 2530.899170
	Iteration 22F: 3 clusters Score -132226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -273743.375000 Penalty: 1374.196411
	Iteration 0F: 2 clusters Score -273743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -269944.156250 Penalty: 2748.392822
	Iteration 0F: 3 clusters Score -269944.2 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -271042.125000 Penalty: 2748.392822
	Iteration 1F: 3 clusters Score -271042.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -271246.125000 Penalty: 2748.392822
	Iteration 2F: 3 clusters Score -271246.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -271377.093750 Penalty: 2748.392822
	Iteration 3F: 3 clusters Score -271377.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -271475.312500 Penalty: 2748.392822
	Iteration 4Q: 3 clusters Score -271475.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -271540.812500 Penalty: 2748.392822
	Iteration 5Q: 3 clusters Score -271540.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -271597.375000 Penalty: 2748.392822
	Iteration 6Q: 3 clusters Score -271597.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -271650.812500 Penalty: 2748.392822
	Iteration 7Q: 3 clusters Score -271650.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -271689.531250 Penalty: 2748.392822
	Iteration 8Q: 3 clusters Score -271689.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -271728.062500 Penalty: 2748.392822
	Iteration 9Q: 3 clusters Score -271728.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -271764.187500 Penalty: 2748.392822
	Iteration 10Q: 3 clusters Score -271764.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -271800.843750 Penalty: 2748.392822
	Iteration 11Q: 3 clusters Score -271800.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -271828.781250 Penalty: 2748.392822
	Iteration 12Q: 3 clusters Score -271828.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -271851.562500 Penalty: 2748.392822
	Iteration 13Q: 3 clusters Score -271851.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -271867.468750 Penalty: 2748.392822
	Iteration 14Q: 3 clusters Score -271867.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -271884.250000 Penalty: 2748.392822
	Iteration 15Q: 3 clusters Score -271884.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -271903.750000 Penalty: 2748.392822
	Iteration 16Q: 3 clusters Score -271903.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -271919.250000 Penalty: 2748.392822
	Iteration 17Q: 3 clusters Score -271919.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -271937.312500 Penalty: 2748.392822
	Iteration 18Q: 3 clusters Score -271937.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -271957.812500 Penalty: 2748.392822
	Iteration 19Q: 3 clusters Score -271957.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271987.562500 Penalty: 2748.392822
	Iteration 20F: 3 clusters Score -271987.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -272015.687500 Penalty: 2748.392822
	Iteration 21Q: 3 clusters Score -272015.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -272049.718750 Penalty: 2748.392822
	Iteration 22Q: 3 clusters Score -272049.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -272083.781250 Penalty: 2748.392822
	Iteration 23Q: 3 clusters Score -272083.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -272121.968750 Penalty: 2748.392822
	Iteration 24Q: 3 clusters Score -272122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -272171.906250 Penalty: 2748.392822
	Iteration 25Q: 3 clusters Score -272171.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -272230.312500 Penalty: 2748.392822
	Iteration 26Q: 3 clusters Score -272230.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -272290.750000 Penalty: 2748.392822
	Iteration 27Q: 3 clusters Score -272290.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -272326.281250 Penalty: 2748.392822
	Iteration 28Q: 3 clusters Score -272326.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -272357.812500 Penalty: 2748.392822
	Iteration 29Q: 3 clusters Score -272357.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -272387.625000 Penalty: 2748.392822
	Iteration 30Q: 3 clusters Score -272387.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -272415.875000 Penalty: 2748.392822
	Iteration 31Q: 3 clusters Score -272415.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272442.343750 Penalty: 2748.392822
	Iteration 32Q: 3 clusters Score -272442.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -272464.375000 Penalty: 2748.392822
	Iteration 33Q: 3 clusters Score -272464.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -272483.062500 Penalty: 2748.392822
	Iteration 34Q: 3 clusters Score -272483.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272501.812500 Penalty: 2748.392822
	Iteration 35Q: 3 clusters Score -272501.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -272512.812500 Penalty: 2748.392822
	Iteration 36Q: 3 clusters Score -272512.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -272521.218750 Penalty: 2748.392822
	Iteration 37Q: 3 clusters Score -272521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -272530.312500 Penalty: 2748.392822
	Iteration 38Q: 3 clusters Score -272530.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -272541.593750 Penalty: 2748.392822
	Iteration 39Q: 3 clusters Score -272541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -272547.218750 Penalty: 2748.392822
	Iteration 40F: 3 clusters Score -272547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -272553.125000 Penalty: 2748.392822
	Iteration 41Q: 3 clusters Score -272553.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -272556.781250 Penalty: 2748.392822
	Iteration 42Q: 3 clusters Score -272556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -272558.968750 Penalty: 2748.392822
	Iteration 43Q: 3 clusters Score -272559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -272561.562500 Penalty: 2748.392822
	Iteration 44Q: 3 clusters Score -272561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -272564.218750 Penalty: 2748.392822
	Iteration 45Q: 3 clusters Score -272564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -272566.781250 Penalty: 2748.392822
	Iteration 46Q: 3 clusters Score -272566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -272571.093750 Penalty: 2748.392822
	Iteration 47Q: 3 clusters Score -272571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -272574.187500 Penalty: 2748.392822
	Iteration 48Q: 3 clusters Score -272574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -272577.687500 Penalty: 2748.392822
	Iteration 49Q: 3 clusters Score -272577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -272579.968750 Penalty: 2748.392822
	Iteration 50Q: 3 clusters Score -272580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -272582.875000 Penalty: 2748.392822
	Iteration 51Q: 3 clusters Score -272582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -272584.875000 Penalty: 2748.392822
	Iteration 52Q: 3 clusters Score -272584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -272585.625000 Penalty: 2748.392822
	Iteration 53Q: 3 clusters Score -272585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -272585.875000 Penalty: 2748.392822
	Iteration 54Q: 3 clusters Score -272585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -272586.187500 Penalty: 2748.392822
	Iteration 55Q: 3 clusters Score -272586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -272587.000000 Penalty: 2748.392822
	Iteration 56Q: 3 clusters Score -272587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -272586.812500 Penalty: 2748.392822
	Iteration 57Q: 3 clusters Score -272586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -272587.687500 Penalty: 2748.392822
	Iteration 58Q: 3 clusters Score -272587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -272587.750000 Penalty: 2748.392822
	Iteration 59Q: 3 clusters Score -272587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -272587.750000 Penalty: 2748.392822
	Iteration 60F: 3 clusters Score -272587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Entering Unmasked Estep 
Score: -182857.812500 Penalty: 1322.041504
	Iteration 0F: 2 clusters Score -182857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -179883.375000 Penalty: 2644.083008
	Iteration 0F: 3 clusters Score -179883.4 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -180835.687500 Penalty: 2644.083008
	Iteration 1F: 3 clusters Score -180835.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -181253.765625 Penalty: 2644.083008
	Iteration 2F: 3 clusters Score -181253.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -181714.453125 Penalty: 2644.083008
	Iteration 3F: 3 clusters Score -181714.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -182107.156250 Penalty: 2644.083008
	Iteration 4F: 3 clusters Score -182107.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -182325.203125 Penalty: 2644.083008
	Iteration 5F: 3 clusters Score -182325.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -182464.296875 Penalty: 2644.083008
	Iteration 6Q: 3 clusters Score -182464.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -182659.625000 Penalty: 2644.083008
	Iteration 7Q: 3 clusters Score -182659.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -183001.671875 Penalty: 2644.083008
	Iteration 8Q: 3 clusters Score -183001.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -183299.953125 Penalty: 2644.083008
	Iteration 9F: 3 clusters Score -183300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -183576.671875 Penalty: 2644.083008
	Iteration 10F: 3 clusters Score -183576.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -183852.703125 Penalty: 2644.083008
	Iteration 11Q: 3 clusters Score -183852.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -184059.468750 Penalty: 2644.083008
	Iteration 12Q: 3 clusters Score -184059.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -184135.187500 Penalty: 2644.083008
	Iteration 13Q: 3 clusters Score -184135.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -184194.906250 Penalty: 2644.083008
	Iteration 14Q: 3 clusters Score -184194.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -184292.171875 Penalty: 2644.083008
	Iteration 15Q: 3 clusters Score -184292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -184361.859375 Penalty: 2644.083008
	Iteration 16Q: 3 clusters Score -184361.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -184396.531250 Penalty: 2644.083008
	Iteration 17Q: 3 clusters Score -184396.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -184415.781250 Penalty: 2644.083008
	Iteration 18Q: 3 clusters Score -184415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -184428.593750 Penalty: 2644.083008
	Iteration 19Q: 3 clusters Score -184428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -184434.437500 Penalty: 2644.083008
	Iteration 20F: 3 clusters Score -184434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -184435.750000 Penalty: 2644.083008
	Iteration 21Q: 3 clusters Score -184435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -184435.828125 Penalty: 2644.083008
	Iteration 22Q: 3 clusters Score -184435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -184436.640625 Penalty: 2644.083008
	Iteration 23Q: 3 clusters Score -184436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -184436.625000 Penalty: 2644.083008
	Iteration 24Q: 3 clusters Score -184436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -184436.625000 Penalty: 2644.083008
	Iteration 25F: 3 clusters Score -184436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1540 members 
Entering Unmasked Estep 
Score: -30934484.000000 Penalty: 73023.601562
Splitting cluster 15 changes total score from -30932212.000000 to -30934484.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -77134.171875 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -77134.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -75277.593750 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -75277.59 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -75853.804688 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -75853.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -76123.976562 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -76123.98 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -76326.632812 Penalty: 2422.971924
	Iteration 3F: 3 clusters Score -76326.63 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -76461.906250 Penalty: 2422.971924
	Iteration 4F: 3 clusters Score -76461.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -76563.500000 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -76563.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -76628.000000 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -76628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -76676.718750 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -76676.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -76700.343750 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -76700.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -76710.421875 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -76710.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -76719.648438 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -76719.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -76724.085938 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -76724.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -76728.445312 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -76728.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -76729.203125 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -76729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -76729.343750 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -76729.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -76729.343750 Penalty: 2422.971924
	Iteration 15F: 3 clusters Score -76729.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Entering Unmasked Estep 
Score: -684395.562500 Penalty: 1517.358276
	Iteration 0F: 2 clusters Score -684395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -676296.625000 Penalty: 3034.716553
	Iteration 0F: 3 clusters Score -676296.6 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -678926.500000 Penalty: 3034.716553
	Iteration 1F: 3 clusters Score -678926.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -679166.000000 Penalty: 3034.716553
	Iteration 2F: 3 clusters Score -679166 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -679367.000000 Penalty: 3034.716553
	Iteration 3Q: 3 clusters Score -679367 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -679573.375000 Penalty: 3034.716553
	Iteration 4Q: 3 clusters Score -679573.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -679836.625000 Penalty: 3034.716553
	Iteration 5Q: 3 clusters Score -679836.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -680164.812500 Penalty: 3034.716553
	Iteration 6Q: 3 clusters Score -680164.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -680533.812500 Penalty: 3034.716553
	Iteration 7Q: 3 clusters Score -680533.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -680991.437500 Penalty: 3034.716553
	Iteration 8F: 3 clusters Score -680991.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -681538.187500 Penalty: 3034.716553
	Iteration 9F: 3 clusters Score -681538.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -682156.937500 Penalty: 3034.716553
	Iteration 10F: 3 clusters Score -682156.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -682776.625000 Penalty: 3034.716553
	Iteration 11F: 3 clusters Score -682776.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -683330.625000 Penalty: 3034.716553
	Iteration 12Q: 3 clusters Score -683330.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -683797.562500 Penalty: 3034.716553
	Iteration 13Q: 3 clusters Score -683797.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -684106.500000 Penalty: 3034.716553
	Iteration 14Q: 3 clusters Score -684106.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -684258.937500 Penalty: 3034.716553
	Iteration 15Q: 3 clusters Score -684258.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -684358.000000 Penalty: 3034.716553
	Iteration 16Q: 3 clusters Score -684358 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -684454.625000 Penalty: 3034.716553
	Iteration 17Q: 3 clusters Score -684454.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -684533.562500 Penalty: 3034.716553
	Iteration 18Q: 3 clusters Score -684533.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -684592.500000 Penalty: 3034.716553
	Iteration 19Q: 3 clusters Score -684592.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -684637.562500 Penalty: 3034.716553
	Iteration 20F: 3 clusters Score -684637.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -684664.687500 Penalty: 3034.716553
	Iteration 21Q: 3 clusters Score -684664.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -684675.125000 Penalty: 3034.716553
	Iteration 22Q: 3 clusters Score -684675.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -684681.187500 Penalty: 3034.716553
	Iteration 23Q: 3 clusters Score -684681.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -684687.562500 Penalty: 3034.716553
	Iteration 24Q: 3 clusters Score -684687.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -684690.375000 Penalty: 3034.716553
	Iteration 25Q: 3 clusters Score -684690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -684692.875000 Penalty: 3034.716553
	Iteration 26Q: 3 clusters Score -684692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -684695.000000 Penalty: 3034.716553
	Iteration 27Q: 3 clusters Score -684695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -684696.687500 Penalty: 3034.716553
	Iteration 28Q: 3 clusters Score -684696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -684697.187500 Penalty: 3034.716553
	Iteration 29Q: 3 clusters Score -684697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -684696.250000 Penalty: 3034.716553
	Iteration 30Q: 3 clusters Score -684696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -684697.500000 Penalty: 3034.716553
	Iteration 31Q: 3 clusters Score -684697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -684698.750000 Penalty: 3034.716553
	Iteration 32Q: 3 clusters Score -684698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -684700.187500 Penalty: 3034.716553
	Iteration 33Q: 3 clusters Score -684700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -684700.937500 Penalty: 3034.716553
	Iteration 34Q: 3 clusters Score -684700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -684700.812500 Penalty: 3034.716553
	Iteration 35Q: 3 clusters Score -684700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -684701.250000 Penalty: 3034.716553
	Iteration 36Q: 3 clusters Score -684701.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -684705.937500 Penalty: 3034.716553
	Iteration 37Q: 3 clusters Score -684705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -684706.125000 Penalty: 3034.716553
	Iteration 38Q: 3 clusters Score -684706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -684707.500000 Penalty: 3034.716553
	Iteration 39Q: 3 clusters Score -684707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -684708.187500 Penalty: 3034.716553
	Iteration 40F: 3 clusters Score -684708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -684707.000000 Penalty: 3034.716553
	Iteration 41Q: 3 clusters Score -684707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -684707.875000 Penalty: 3034.716553
	Iteration 42Q: 3 clusters Score -684707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -684708.062500 Penalty: 3034.716553
	Iteration 43Q: 3 clusters Score -684708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -684708.062500 Penalty: 3034.716553
	Iteration 44F: 3 clusters Score -684708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 4484 members 
Entering Unmasked Estep 
Score: -30934222.000000 Penalty: 75171.351562
Splitting cluster 17 changes total score from -30932212.000000 to -30934222.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -125069.226562 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -125069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -122893.976562 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -122894 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -123490.203125 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -123490.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -123667.476562 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -123667.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123784.671875 Penalty: 2498.599121
	Iteration 3F: 3 clusters Score -123784.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -123887.984375 Penalty: 2498.599121
	Iteration 4F: 3 clusters Score -123888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -123968.539062 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -123968.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124052.242188 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -124052.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124138.375000 Penalty: 2498.599121
	Iteration 7Q: 3 clusters Score -124138.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -124217.085938 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -124217.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124264.320312 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -124264.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124303.148438 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -124303.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124329.765625 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -124329.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124351.398438 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -124351.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124370.906250 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -124370.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124382.789062 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -124382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124391.867188 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -124391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124394.500000 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -124394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124396.570312 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -124396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124398.085938 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -124398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124399.281250 Penalty: 2498.599121
	Iteration 19Q: 3 clusters Score -124399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124399.492188 Penalty: 2498.599121
	Iteration 20F: 3 clusters Score -124399.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -502715.437500 Penalty: 1491.898193
	Iteration 0F: 2 clusters Score -502715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -495747.125000 Penalty: 2983.796387
	Iteration 0F: 3 clusters Score -495747.1 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -498361.437500 Penalty: 2983.796387
	Iteration 1F: 3 clusters Score -498361.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -498983.187500 Penalty: 2983.796387
	Iteration 2F: 3 clusters Score -498983.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -499550.750000 Penalty: 2983.796387
	Iteration 3F: 3 clusters Score -499550.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -500010.500000 Penalty: 2983.796387
	Iteration 4F: 3 clusters Score -500010.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -500364.031250 Penalty: 2983.796387
	Iteration 5F: 3 clusters Score -500364 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -500604.343750 Penalty: 2983.796387
	Iteration 6Q: 3 clusters Score -500604.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -500789.937500 Penalty: 2983.796387
	Iteration 7Q: 3 clusters Score -500789.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -500952.468750 Penalty: 2983.796387
	Iteration 8Q: 3 clusters Score -500952.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -501086.812500 Penalty: 2983.796387
	Iteration 9Q: 3 clusters Score -501086.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -501243.718750 Penalty: 2983.796387
	Iteration 10Q: 3 clusters Score -501243.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -501477.437500 Penalty: 2983.796387
	Iteration 11Q: 3 clusters Score -501477.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -501829.000000 Penalty: 2983.796387
	Iteration 12Q: 3 clusters Score -501829 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -502201.000000 Penalty: 2983.796387
	Iteration 13Q: 3 clusters Score -502201 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -502448.343750 Penalty: 2983.796387
	Iteration 14Q: 3 clusters Score -502448.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -502576.906250 Penalty: 2983.796387
	Iteration 15Q: 3 clusters Score -502576.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -502655.468750 Penalty: 2983.796387
	Iteration 16Q: 3 clusters Score -502655.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -502705.562500 Penalty: 2983.796387
	Iteration 17Q: 3 clusters Score -502705.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -502733.375000 Penalty: 2983.796387
	Iteration 18Q: 3 clusters Score -502733.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -502749.718750 Penalty: 2983.796387
	Iteration 19Q: 3 clusters Score -502749.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -502765.343750 Penalty: 2983.796387
	Iteration 20F: 3 clusters Score -502765.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -502771.437500 Penalty: 2983.796387
	Iteration 21Q: 3 clusters Score -502771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -502774.937500 Penalty: 2983.796387
	Iteration 22Q: 3 clusters Score -502774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -502777.468750 Penalty: 2983.796387
	Iteration 23Q: 3 clusters Score -502777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -502778.312500 Penalty: 2983.796387
	Iteration 24Q: 3 clusters Score -502778.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -502780.312500 Penalty: 2983.796387
	Iteration 25Q: 3 clusters Score -502780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -502782.125000 Penalty: 2983.796387
	Iteration 26Q: 3 clusters Score -502782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -502781.062500 Penalty: 2983.796387
	Iteration 27Q: 3 clusters Score -502781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -502782.406250 Penalty: 2983.796387
	Iteration 28Q: 3 clusters Score -502782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -502782.968750 Penalty: 2983.796387
	Iteration 29Q: 3 clusters Score -502783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -502783.468750 Penalty: 2983.796387
	Iteration 30Q: 3 clusters Score -502783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -502783.468750 Penalty: 2983.796387
	Iteration 31F: 3 clusters Score -502783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 4746 members 
Entering Unmasked Estep 
Score: -30933542.000000 Penalty: 77319.101562
Splitting cluster 19 changes total score from -30932212.000000 to -30933542.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -440697.906250 Penalty: 1453.383423
	Iteration 0F: 2 clusters Score -440697.9 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 3887 members 
Entering Unmasked Estep 
Score: -435053.968750 Penalty: 2906.766846
	Iteration 0F: 3 clusters Score -435054 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -436917.062500 Penalty: 2906.766846
	Iteration 1F: 3 clusters Score -436917.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -437305.406250 Penalty: 2906.766846
	Iteration 2F: 3 clusters Score -437305.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -437771.281250 Penalty: 2906.766846
	Iteration 3F: 3 clusters Score -437771.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -438259.437500 Penalty: 2906.766846
	Iteration 4F: 3 clusters Score -438259.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -438878.843750 Penalty: 2906.766846
	Iteration 5F: 3 clusters Score -438878.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -439558.656250 Penalty: 2906.766846
	Iteration 6F: 3 clusters Score -439558.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -440031.375000 Penalty: 2906.766846
	Iteration 7F: 3 clusters Score -440031.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -440369.812500 Penalty: 2906.766846
	Iteration 8F: 3 clusters Score -440369.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -440604.906250 Penalty: 2906.766846
	Iteration 9Q: 3 clusters Score -440604.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -440754.000000 Penalty: 2906.766846
	Iteration 10Q: 3 clusters Score -440754 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -440855.906250 Penalty: 2906.766846
	Iteration 11Q: 3 clusters Score -440855.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -440943.125000 Penalty: 2906.766846
	Iteration 12Q: 3 clusters Score -440943.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -441037.468750 Penalty: 2906.766846
	Iteration 13Q: 3 clusters Score -441037.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -441114.937500 Penalty: 2906.766846
	Iteration 14Q: 3 clusters Score -441114.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -441162.406250 Penalty: 2906.766846
	Iteration 15Q: 3 clusters Score -441162.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -441190.625000 Penalty: 2906.766846
	Iteration 16Q: 3 clusters Score -441190.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -441211.843750 Penalty: 2906.766846
	Iteration 17Q: 3 clusters Score -441211.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -441230.812500 Penalty: 2906.766846
	Iteration 18Q: 3 clusters Score -441230.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -441246.593750 Penalty: 2906.766846
	Iteration 19Q: 3 clusters Score -441246.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -441257.250000 Penalty: 2906.766846
	Iteration 20F: 3 clusters Score -441257.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -441264.875000 Penalty: 2906.766846
	Iteration 21Q: 3 clusters Score -441264.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -441275.437500 Penalty: 2906.766846
	Iteration 22Q: 3 clusters Score -441275.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -441284.375000 Penalty: 2906.766846
	Iteration 23Q: 3 clusters Score -441284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -441286.468750 Penalty: 2906.766846
	Iteration 24Q: 3 clusters Score -441286.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -441288.656250 Penalty: 2906.766846
	Iteration 25Q: 3 clusters Score -441288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -441291.718750 Penalty: 2906.766846
	Iteration 26Q: 3 clusters Score -441291.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -441294.406250 Penalty: 2906.766846
	Iteration 27Q: 3 clusters Score -441294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -441295.656250 Penalty: 2906.766846
	Iteration 28Q: 3 clusters Score -441295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -441296.125000 Penalty: 2906.766846
	Iteration 29Q: 3 clusters Score -441296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -441297.750000 Penalty: 2906.766846
	Iteration 30Q: 3 clusters Score -441297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -441298.656250 Penalty: 2906.766846
	Iteration 31Q: 3 clusters Score -441298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -441300.093750 Penalty: 2906.766846
	Iteration 32Q: 3 clusters Score -441300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -441301.093750 Penalty: 2906.766846
	Iteration 33Q: 3 clusters Score -441301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -441301.218750 Penalty: 2906.766846
	Iteration 34Q: 3 clusters Score -441301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -441300.437500 Penalty: 2906.766846
	Iteration 35Q: 3 clusters Score -441300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -441300.437500 Penalty: 2906.766846
	Iteration 36F: 3 clusters Score -441300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 4746 members 
Mstep: Class 37 contains 1710 members 
Entering Unmasked Estep 
Score: -30933376.000000 Penalty: 79466.859375
Splitting cluster 20 changes total score from -30932212.000000 to -30933376.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (22011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Entering Unmasked Estep 
Score: -1135838.500000 Penalty: 1624.885986
	Iteration 0F: 2 clusters Score -1135838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1120939.875000 Penalty: 3249.771973
	Iteration 0F: 3 clusters Score -1120940 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1126527.125000 Penalty: 3249.771973
	Iteration 1F: 3 clusters Score -1126527 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1127149.250000 Penalty: 3249.771973
	Iteration 2F: 3 clusters Score -1127149 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1127856.375000 Penalty: 3249.771973
	Iteration 3F: 3 clusters Score -1127856 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1128549.500000 Penalty: 3249.771973
	Iteration 4F: 3 clusters Score -1128550 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1129151.875000 Penalty: 3249.771973
	Iteration 5F: 3 clusters Score -1129152 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1129686.250000 Penalty: 3249.771973
	Iteration 6Q: 3 clusters Score -1129686 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1130163.500000 Penalty: 3249.771973
	Iteration 7Q: 3 clusters Score -1130164 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1130590.875000 Penalty: 3249.771973
	Iteration 8Q: 3 clusters Score -1130591 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1130955.875000 Penalty: 3249.771973
	Iteration 9Q: 3 clusters Score -1130956 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1131297.500000 Penalty: 3249.771973
	Iteration 10Q: 3 clusters Score -1131298 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1131629.625000 Penalty: 3249.771973
	Iteration 11Q: 3 clusters Score -1131630 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1131974.250000 Penalty: 3249.771973
	Iteration 12Q: 3 clusters Score -1131974 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1132332.875000 Penalty: 3249.771973
	Iteration 13Q: 3 clusters Score -1132333 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1132672.750000 Penalty: 3249.771973
	Iteration 14Q: 3 clusters Score -1132673 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1132909.375000 Penalty: 3249.771973
	Iteration 15Q: 3 clusters Score -1132909 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1133090.000000 Penalty: 3249.771973
	Iteration 16Q: 3 clusters Score -1133090 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1133212.750000 Penalty: 3249.771973
	Iteration 17Q: 3 clusters Score -1133213 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1133333.250000 Penalty: 3249.771973
	Iteration 18Q: 3 clusters Score -1133333 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1133444.125000 Penalty: 3249.771973
	Iteration 19Q: 3 clusters Score -1133444 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1133533.000000 Penalty: 3249.771973
	Iteration 20F: 3 clusters Score -1133533 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1133626.750000 Penalty: 3249.771973
	Iteration 21Q: 3 clusters Score -1133627 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1133725.875000 Penalty: 3249.771973
	Iteration 22Q: 3 clusters Score -1133726 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1133835.625000 Penalty: 3249.771973
	Iteration 23Q: 3 clusters Score -1133836 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1133935.375000 Penalty: 3249.771973
	Iteration 24Q: 3 clusters Score -1133935 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1134061.125000 Penalty: 3249.771973
	Iteration 25Q: 3 clusters Score -1134061 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1134201.625000 Penalty: 3249.771973
	Iteration 26Q: 3 clusters Score -1134202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1134362.125000 Penalty: 3249.771973
	Iteration 27Q: 3 clusters Score -1134362 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1134523.875000 Penalty: 3249.771973
	Iteration 28Q: 3 clusters Score -1134524 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1134680.875000 Penalty: 3249.771973
	Iteration 29Q: 3 clusters Score -1134681 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1134814.500000 Penalty: 3249.771973
	Iteration 30Q: 3 clusters Score -1134814 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1134932.125000 Penalty: 3249.771973
	Iteration 31Q: 3 clusters Score -1134932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1135012.375000 Penalty: 3249.771973
	Iteration 32Q: 3 clusters Score -1135012 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1135083.250000 Penalty: 3249.771973
	Iteration 33Q: 3 clusters Score -1135083 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1135138.375000 Penalty: 3249.771973
	Iteration 34Q: 3 clusters Score -1135138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1135190.125000 Penalty: 3249.771973
	Iteration 35Q: 3 clusters Score -1135190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1135230.000000 Penalty: 3249.771973
	Iteration 36Q: 3 clusters Score -1135230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1135268.500000 Penalty: 3249.771973
	Iteration 37Q: 3 clusters Score -1135268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1135307.625000 Penalty: 3249.771973
	Iteration 38Q: 3 clusters Score -1135308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1135346.000000 Penalty: 3249.771973
	Iteration 39Q: 3 clusters Score -1135346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1135382.750000 Penalty: 3249.771973
	Iteration 40F: 3 clusters Score -1135383 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1135417.125000 Penalty: 3249.771973
	Iteration 41Q: 3 clusters Score -1135417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1135441.625000 Penalty: 3249.771973
	Iteration 42Q: 3 clusters Score -1135442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1135463.750000 Penalty: 3249.771973
	Iteration 43Q: 3 clusters Score -1135464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1135478.125000 Penalty: 3249.771973
	Iteration 44Q: 3 clusters Score -1135478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -1135489.125000 Penalty: 3249.771973
	Iteration 45Q: 3 clusters Score -1135489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1135490.500000 Penalty: 3249.771973
	Iteration 46Q: 3 clusters Score -1135490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -1135495.000000 Penalty: 3249.771973
	Iteration 47Q: 3 clusters Score -1135495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1135499.875000 Penalty: 3249.771973
	Iteration 48Q: 3 clusters Score -1135500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1135500.625000 Penalty: 3249.771973
	Iteration 49Q: 3 clusters Score -1135501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -1135503.875000 Penalty: 3249.771973
	Iteration 50Q: 3 clusters Score -1135504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1135505.125000 Penalty: 3249.771973
	Iteration 51Q: 3 clusters Score -1135505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -1135507.000000 Penalty: 3249.771973
	Iteration 52Q: 3 clusters Score -1135507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -1135508.000000 Penalty: 3249.771973
	Iteration 53Q: 3 clusters Score -1135508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -1135511.625000 Penalty: 3249.771973
	Iteration 54Q: 3 clusters Score -1135512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1135511.500000 Penalty: 3249.771973
	Iteration 55Q: 3 clusters Score -1135512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1135514.125000 Penalty: 3249.771973
	Iteration 56Q: 3 clusters Score -1135514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1135512.000000 Penalty: 3249.771973
	Iteration 57Q: 3 clusters Score -1135512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1135514.750000 Penalty: 3249.771973
	Iteration 58Q: 3 clusters Score -1135515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1135513.375000 Penalty: 3249.771973
	Iteration 59Q: 3 clusters Score -1135513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -1135516.375000 Penalty: 3249.771973
	Iteration 60F: 3 clusters Score -1135516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (69183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Entering Unmasked Estep 
Score: -4170712.000000 Penalty: 1810.982910
	Iteration 0F: 2 clusters Score -4170712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4124370.250000 Penalty: 3621.965820
	Iteration 0F: 3 clusters Score -4124370 nChanged 32874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4143307.500000 Penalty: 3621.965820
	Iteration 1F: 3 clusters Score -4143308 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4143959.250000 Penalty: 3621.965820
	Iteration 2Q: 3 clusters Score -4143959 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -4144766.250000 Penalty: 3621.965820
	Iteration 3Q: 3 clusters Score -4144766 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4146032.000000 Penalty: 3621.965820
	Iteration 4Q: 3 clusters Score -4146032 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4148085.250000 Penalty: 3621.965820
	Iteration 5F: 3 clusters Score -4148085 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -4150983.000000 Penalty: 3621.965820
	Iteration 6F: 3 clusters Score -4150983 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -4154749.250000 Penalty: 3621.965820
	Iteration 7F: 3 clusters Score -4154749 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -4158453.750000 Penalty: 3621.965820
	Iteration 8F: 3 clusters Score -4158454 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -4161659.250000 Penalty: 3621.965820
	Iteration 9F: 3 clusters Score -4161659 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -4164254.500000 Penalty: 3621.965820
	Iteration 10Q: 3 clusters Score -4164254 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -4166119.000000 Penalty: 3621.965820
	Iteration 11Q: 3 clusters Score -4166119 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -4167399.500000 Penalty: 3621.965820
	Iteration 12Q: 3 clusters Score -4167400 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -4168319.500000 Penalty: 3621.965820
	Iteration 13Q: 3 clusters Score -4168320 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -4168925.750000 Penalty: 3621.965820
	Iteration 14Q: 3 clusters Score -4168926 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -4169351.500000 Penalty: 3621.965820
	Iteration 15Q: 3 clusters Score -4169352 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -4169648.250000 Penalty: 3621.965820
	Iteration 16Q: 3 clusters Score -4169648 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -4169851.750000 Penalty: 3621.965820
	Iteration 17Q: 3 clusters Score -4169852 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -4169936.000000 Penalty: 3621.965820
	Iteration 18Q: 3 clusters Score -4169936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -4170000.750000 Penalty: 3621.965820
	Iteration 19Q: 3 clusters Score -4170001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -4170033.250000 Penalty: 3621.965820
	Iteration 20F: 3 clusters Score -4170033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -4170048.750000 Penalty: 3621.965820
	Iteration 21Q: 3 clusters Score -4170049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -4170064.500000 Penalty: 3621.965820
	Iteration 22Q: 3 clusters Score -4170064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -4170065.000000 Penalty: 3621.965820
	Iteration 23Q: 3 clusters Score -4170065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -4170080.250000 Penalty: 3621.965820
	Iteration 24Q: 3 clusters Score -4170080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -4170089.250000 Penalty: 3621.965820
	Iteration 25Q: 3 clusters Score -4170089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -4170089.250000 Penalty: 3621.965820
	Iteration 26Q: 3 clusters Score -4170089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -4170092.750000 Penalty: 3621.965820
	Iteration 27Q: 3 clusters Score -4170093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -4170096.750000 Penalty: 3621.965820
	Iteration 28Q: 3 clusters Score -4170097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -4170104.500000 Penalty: 3621.965820
	Iteration 29Q: 3 clusters Score -4170104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -4170099.250000 Penalty: 3621.965820
	Iteration 30Q: 3 clusters Score -4170099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -4170103.000000 Penalty: 3621.965820
	Iteration 31Q: 3 clusters Score -4170103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -4170103.500000 Penalty: 3621.965820
	Iteration 32Q: 3 clusters Score -4170104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -4170105.750000 Penalty: 3621.965820
	Iteration 33Q: 3 clusters Score -4170106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -4170103.000000 Penalty: 3621.965820
	Iteration 34Q: 3 clusters Score -4170103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -4170102.250000 Penalty: 3621.965820
	Iteration 35Q: 3 clusters Score -4170102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -4170104.500000 Penalty: 3621.965820
	Iteration 36Q: 3 clusters Score -4170104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -4170108.500000 Penalty: 3621.965820
	Iteration 37Q: 3 clusters Score -4170108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -4170108.000000 Penalty: 3621.965820
	Iteration 38Q: 3 clusters Score -4170108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -4170107.500000 Penalty: 3621.965820
	Iteration 39Q: 3 clusters Score -4170108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -4170107.500000 Penalty: 3621.965820
	Iteration 40F: 3 clusters Score -4170108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Entering Unmasked Estep 
Score: -4777426.000000 Penalty: 1836.019287
	Iteration 0F: 2 clusters Score -4777426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -4723278.000000 Penalty: 3672.038574
	Iteration 0F: 3 clusters Score -4723278 nChanged 38496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -4745680.000000 Penalty: 3672.038574
	Iteration 1F: 3 clusters Score -4745680 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4746391.500000 Penalty: 3672.038574
	Iteration 2Q: 3 clusters Score -4746392 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -4747328.000000 Penalty: 3672.038574
	Iteration 3Q: 3 clusters Score -4747328 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -4748630.500000 Penalty: 3672.038574
	Iteration 4Q: 3 clusters Score -4748630 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4750452.500000 Penalty: 3672.038574
	Iteration 5Q: 3 clusters Score -4750452 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4752766.000000 Penalty: 3672.038574
	Iteration 6F: 3 clusters Score -4752766 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4755555.500000 Penalty: 3672.038574
	Iteration 7F: 3 clusters Score -4755556 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4758404.000000 Penalty: 3672.038574
	Iteration 8F: 3 clusters Score -4758404 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4761116.000000 Penalty: 3672.038574
	Iteration 9F: 3 clusters Score -4761116 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4763064.500000 Penalty: 3672.038574
	Iteration 10Q: 3 clusters Score -4763064 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4764252.000000 Penalty: 3672.038574
	Iteration 11Q: 3 clusters Score -4764252 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4764836.000000 Penalty: 3672.038574
	Iteration 12Q: 3 clusters Score -4764836 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4765167.000000 Penalty: 3672.038574
	Iteration 13Q: 3 clusters Score -4765167 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4765463.500000 Penalty: 3672.038574
	Iteration 14Q: 3 clusters Score -4765464 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4765667.000000 Penalty: 3672.038574
	Iteration 15Q: 3 clusters Score -4765667 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4765901.500000 Penalty: 3672.038574
	Iteration 16Q: 3 clusters Score -4765902 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4766106.500000 Penalty: 3672.038574
	Iteration 17Q: 3 clusters Score -4766106 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4766306.000000 Penalty: 3672.038574
	Iteration 18Q: 3 clusters Score -4766306 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4766513.000000 Penalty: 3672.038574
	Iteration 19Q: 3 clusters Score -4766513 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4766711.000000 Penalty: 3672.038574
	Iteration 20F: 3 clusters Score -4766711 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4766936.000000 Penalty: 3672.038574
	Iteration 21Q: 3 clusters Score -4766936 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -4767195.000000 Penalty: 3672.038574
	Iteration 22Q: 3 clusters Score -4767195 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4767430.500000 Penalty: 3672.038574
	Iteration 23Q: 3 clusters Score -4767430 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4767696.000000 Penalty: 3672.038574
	Iteration 24Q: 3 clusters Score -4767696 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4767910.000000 Penalty: 3672.038574
	Iteration 25Q: 3 clusters Score -4767910 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4768141.000000 Penalty: 3672.038574
	Iteration 26Q: 3 clusters Score -4768141 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4768426.500000 Penalty: 3672.038574
	Iteration 27Q: 3 clusters Score -4768426 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4768683.500000 Penalty: 3672.038574
	Iteration 28Q: 3 clusters Score -4768684 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4768951.000000 Penalty: 3672.038574
	Iteration 29Q: 3 clusters Score -4768951 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4769194.500000 Penalty: 3672.038574
	Iteration 30Q: 3 clusters Score -4769194 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4769446.000000 Penalty: 3672.038574
	Iteration 31Q: 3 clusters Score -4769446 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4769725.000000 Penalty: 3672.038574
	Iteration 32Q: 3 clusters Score -4769725 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4769996.000000 Penalty: 3672.038574
	Iteration 33Q: 3 clusters Score -4769996 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4770267.500000 Penalty: 3672.038574
	Iteration 34Q: 3 clusters Score -4770268 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4770529.500000 Penalty: 3672.038574
	Iteration 35Q: 3 clusters Score -4770530 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4770830.000000 Penalty: 3672.038574
	Iteration 36Q: 3 clusters Score -4770830 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4771129.500000 Penalty: 3672.038574
	Iteration 37Q: 3 clusters Score -4771130 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4771437.500000 Penalty: 3672.038574
	Iteration 38Q: 3 clusters Score -4771438 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4771757.000000 Penalty: 3672.038574
	Iteration 39Q: 3 clusters Score -4771757 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4772067.500000 Penalty: 3672.038574
	Iteration 40F: 3 clusters Score -4772068 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4772396.000000 Penalty: 3672.038574
	Iteration 41Q: 3 clusters Score -4772396 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -4772725.000000 Penalty: 3672.038574
	Iteration 42Q: 3 clusters Score -4772725 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4773058.500000 Penalty: 3672.038574
	Iteration 43Q: 3 clusters Score -4773058 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4773450.000000 Penalty: 3672.038574
	Iteration 44Q: 3 clusters Score -4773450 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4773831.000000 Penalty: 3672.038574
	Iteration 45Q: 3 clusters Score -4773831 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4774192.500000 Penalty: 3672.038574
	Iteration 46Q: 3 clusters Score -4774192 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4774522.500000 Penalty: 3672.038574
	Iteration 47Q: 3 clusters Score -4774522 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4774789.500000 Penalty: 3672.038574
	Iteration 48Q: 3 clusters Score -4774790 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4775015.500000 Penalty: 3672.038574
	Iteration 49Q: 3 clusters Score -4775016 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4775225.500000 Penalty: 3672.038574
	Iteration 50Q: 3 clusters Score -4775226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4775414.500000 Penalty: 3672.038574
	Iteration 51Q: 3 clusters Score -4775414 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4775527.500000 Penalty: 3672.038574
	Iteration 52Q: 3 clusters Score -4775528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4775609.000000 Penalty: 3672.038574
	Iteration 53Q: 3 clusters Score -4775609 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4775680.000000 Penalty: 3672.038574
	Iteration 54Q: 3 clusters Score -4775680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4775737.000000 Penalty: 3672.038574
	Iteration 55Q: 3 clusters Score -4775737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4775783.000000 Penalty: 3672.038574
	Iteration 56Q: 3 clusters Score -4775783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4775814.000000 Penalty: 3672.038574
	Iteration 57Q: 3 clusters Score -4775814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4775840.000000 Penalty: 3672.038574
	Iteration 58Q: 3 clusters Score -4775840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4775871.500000 Penalty: 3672.038574
	Iteration 59Q: 3 clusters Score -4775872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4775884.000000 Penalty: 3672.038574
	Iteration 60F: 3 clusters Score -4775884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4775890.000000 Penalty: 3672.038574
	Iteration 61Q: 3 clusters Score -4775890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4775901.500000 Penalty: 3672.038574
	Iteration 62Q: 3 clusters Score -4775902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4775901.000000 Penalty: 3672.038574
	Iteration 63Q: 3 clusters Score -4775901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4775909.500000 Penalty: 3672.038574
	Iteration 64Q: 3 clusters Score -4775910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4775911.000000 Penalty: 3672.038574
	Iteration 65Q: 3 clusters Score -4775911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4775914.000000 Penalty: 3672.038574
	Iteration 66Q: 3 clusters Score -4775914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4775915.000000 Penalty: 3672.038574
	Iteration 67Q: 3 clusters Score -4775915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4775912.000000 Penalty: 3672.038574
	Iteration 68Q: 3 clusters Score -4775912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4775911.000000 Penalty: 3672.038574
	Iteration 69Q: 3 clusters Score -4775911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4775911.000000 Penalty: 3672.038574
	Iteration 70F: 3 clusters Score -4775911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -348129.750000 Penalty: 1416.463745
	Iteration 0F: 2 clusters Score -348129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -343361.906250 Penalty: 2832.927490
	Iteration 0F: 3 clusters Score -343361.9 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -344739.593750 Penalty: 2832.927490
	Iteration 1F: 3 clusters Score -344739.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -345025.906250 Penalty: 2832.927490
	Iteration 2F: 3 clusters Score -345025.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -345367.343750 Penalty: 2832.927490
	Iteration 3F: 3 clusters Score -345367.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -345833.187500 Penalty: 2832.927490
	Iteration 4F: 3 clusters Score -345833.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -346348.500000 Penalty: 2832.927490
	Iteration 5F: 3 clusters Score -346348.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -346835.312500 Penalty: 2832.927490
	Iteration 6F: 3 clusters Score -346835.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -347145.468750 Penalty: 2832.927490
	Iteration 7F: 3 clusters Score -347145.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -347308.562500 Penalty: 2832.927490
	Iteration 8Q: 3 clusters Score -347308.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -347386.562500 Penalty: 2832.927490
	Iteration 9Q: 3 clusters Score -347386.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -347431.843750 Penalty: 2832.927490
	Iteration 10Q: 3 clusters Score -347431.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -347462.687500 Penalty: 2832.927490
	Iteration 11Q: 3 clusters Score -347462.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -347481.312500 Penalty: 2832.927490
	Iteration 12Q: 3 clusters Score -347481.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -347492.500000 Penalty: 2832.927490
	Iteration 13Q: 3 clusters Score -347492.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -347500.843750 Penalty: 2832.927490
	Iteration 14Q: 3 clusters Score -347500.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -347506.906250 Penalty: 2832.927490
	Iteration 15Q: 3 clusters Score -347506.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -347515.437500 Penalty: 2832.927490
	Iteration 16Q: 3 clusters Score -347515.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -347520.812500 Penalty: 2832.927490
	Iteration 17Q: 3 clusters Score -347520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -347523.250000 Penalty: 2832.927490
	Iteration 18Q: 3 clusters Score -347523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -347526.437500 Penalty: 2832.927490
	Iteration 19Q: 3 clusters Score -347526.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -347530.656250 Penalty: 2832.927490
	Iteration 20F: 3 clusters Score -347530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -347535.406250 Penalty: 2832.927490
	Iteration 21Q: 3 clusters Score -347535.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -347537.625000 Penalty: 2832.927490
	Iteration 22Q: 3 clusters Score -347537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -347542.062500 Penalty: 2832.927490
	Iteration 23Q: 3 clusters Score -347542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -347544.062500 Penalty: 2832.927490
	Iteration 24Q: 3 clusters Score -347544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -347545.937500 Penalty: 2832.927490
	Iteration 25Q: 3 clusters Score -347545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -347546.343750 Penalty: 2832.927490
	Iteration 26Q: 3 clusters Score -347546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -347546.593750 Penalty: 2832.927490
	Iteration 27Q: 3 clusters Score -347546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -347546.406250 Penalty: 2832.927490
	Iteration 28Q: 3 clusters Score -347546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -347547.937500 Penalty: 2832.927490
	Iteration 29Q: 3 clusters Score -347547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -347547.468750 Penalty: 2832.927490
	Iteration 30Q: 3 clusters Score -347547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -347548.125000 Penalty: 2832.927490
	Iteration 31Q: 3 clusters Score -347548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -347547.843750 Penalty: 2832.927490
	Iteration 32Q: 3 clusters Score -347547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -347547.843750 Penalty: 2832.927490
	Iteration 33F: 3 clusters Score -347547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -286002.656250 Penalty: 1391.289917
	Iteration 0F: 2 clusters Score -286002.7 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 2622 members 
Entering Unmasked Estep 
Score: -281915.250000 Penalty: 2782.579834
	Iteration 0F: 3 clusters Score -281915.2 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -283260.250000 Penalty: 2782.579834
	Iteration 1F: 3 clusters Score -283260.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -283971.625000 Penalty: 2782.579834
	Iteration 2F: 3 clusters Score -283971.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -284751.343750 Penalty: 2782.579834
	Iteration 3F: 3 clusters Score -284751.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -285690.250000 Penalty: 2782.579834
	Iteration 4F: 3 clusters Score -285690.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -286536.531250 Penalty: 2782.579834
	Iteration 5F: 3 clusters Score -286536.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -286986.781250 Penalty: 2782.579834
	Iteration 6F: 3 clusters Score -286986.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -287173.875000 Penalty: 2782.579834
	Iteration 7Q: 3 clusters Score -287173.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -287293.812500 Penalty: 2782.579834
	Iteration 8Q: 3 clusters Score -287293.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -287372.281250 Penalty: 2782.579834
	Iteration 9Q: 3 clusters Score -287372.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -287420.718750 Penalty: 2782.579834
	Iteration 10Q: 3 clusters Score -287420.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -287452.093750 Penalty: 2782.579834
	Iteration 11Q: 3 clusters Score -287452.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -287467.906250 Penalty: 2782.579834
	Iteration 12Q: 3 clusters Score -287467.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -287480.843750 Penalty: 2782.579834
	Iteration 13Q: 3 clusters Score -287480.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -287491.781250 Penalty: 2782.579834
	Iteration 14Q: 3 clusters Score -287491.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -287502.812500 Penalty: 2782.579834
	Iteration 15Q: 3 clusters Score -287502.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -287519.125000 Penalty: 2782.579834
	Iteration 16Q: 3 clusters Score -287519.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -287546.562500 Penalty: 2782.579834
	Iteration 17Q: 3 clusters Score -287546.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -287593.625000 Penalty: 2782.579834
	Iteration 18Q: 3 clusters Score -287593.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -287676.562500 Penalty: 2782.579834
	Iteration 19Q: 3 clusters Score -287676.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -287784.625000 Penalty: 2782.579834
	Iteration 20F: 3 clusters Score -287784.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -287870.468750 Penalty: 2782.579834
	Iteration 21Q: 3 clusters Score -287870.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -287892.343750 Penalty: 2782.579834
	Iteration 22Q: 3 clusters Score -287892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -287899.500000 Penalty: 2782.579834
	Iteration 23Q: 3 clusters Score -287899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -287901.500000 Penalty: 2782.579834
	Iteration 24Q: 3 clusters Score -287901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -287901.375000 Penalty: 2782.579834
	Iteration 25Q: 3 clusters Score -287901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -287901.468750 Penalty: 2782.579834
	Iteration 26Q: 3 clusters Score -287901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -287901.937500 Penalty: 2782.579834
	Iteration 27Q: 3 clusters Score -287901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -287901.937500 Penalty: 2782.579834
	Iteration 28F: 3 clusters Score -287901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 4234 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 4746 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 2747 members 
Entering Unmasked Estep 
Score: -30934528.000000 Penalty: 81614.609375
Splitting cluster 25 changes total score from -30932212.000000 to -30934528.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (7078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Entering Unmasked Estep 
Score: -437982.531250 Penalty: 1440.521362
	Iteration 0F: 2 clusters Score -437982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -432691.750000 Penalty: 2881.042725
	Iteration 0F: 3 clusters Score -432691.8 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -434262.468750 Penalty: 2881.042725
	Iteration 1F: 3 clusters Score -434262.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -434488.125000 Penalty: 2881.042725
	Iteration 2F: 3 clusters Score -434488.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -434683.593750 Penalty: 2881.042725
	Iteration 3F: 3 clusters Score -434683.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -434913.500000 Penalty: 2881.042725
	Iteration 4F: 3 clusters Score -434913.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -435168.906250 Penalty: 2881.042725
	Iteration 5F: 3 clusters Score -435168.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -435488.343750 Penalty: 2881.042725
	Iteration 6F: 3 clusters Score -435488.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -435826.875000 Penalty: 2881.042725
	Iteration 7F: 3 clusters Score -435826.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -436101.406250 Penalty: 2881.042725
	Iteration 8Q: 3 clusters Score -436101.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -436288.187500 Penalty: 2881.042725
	Iteration 9Q: 3 clusters Score -436288.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -436412.531250 Penalty: 2881.042725
	Iteration 10Q: 3 clusters Score -436412.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -436514.437500 Penalty: 2881.042725
	Iteration 11Q: 3 clusters Score -436514.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -436598.000000 Penalty: 2881.042725
	Iteration 12Q: 3 clusters Score -436598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -436648.406250 Penalty: 2881.042725
	Iteration 13Q: 3 clusters Score -436648.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -436685.218750 Penalty: 2881.042725
	Iteration 14Q: 3 clusters Score -436685.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -436710.156250 Penalty: 2881.042725
	Iteration 15Q: 3 clusters Score -436710.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436723.343750 Penalty: 2881.042725
	Iteration 16Q: 3 clusters Score -436723.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -436736.375000 Penalty: 2881.042725
	Iteration 17Q: 3 clusters Score -436736.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -436744.781250 Penalty: 2881.042725
	Iteration 18Q: 3 clusters Score -436744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -436750.343750 Penalty: 2881.042725
	Iteration 19Q: 3 clusters Score -436750.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -436753.125000 Penalty: 2881.042725
	Iteration 20F: 3 clusters Score -436753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -436758.812500 Penalty: 2881.042725
	Iteration 21Q: 3 clusters Score -436758.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436764.656250 Penalty: 2881.042725
	Iteration 22Q: 3 clusters Score -436764.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -436769.187500 Penalty: 2881.042725
	Iteration 23Q: 3 clusters Score -436769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -436770.687500 Penalty: 2881.042725
	Iteration 24Q: 3 clusters Score -436770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -436771.781250 Penalty: 2881.042725
	Iteration 25Q: 3 clusters Score -436771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -436772.343750 Penalty: 2881.042725
	Iteration 26Q: 3 clusters Score -436772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -436772.250000 Penalty: 2881.042725
	Iteration 27Q: 3 clusters Score -436772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -436772.093750 Penalty: 2881.042725
	Iteration 28Q: 3 clusters Score -436772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -436774.500000 Penalty: 2881.042725
	Iteration 29Q: 3 clusters Score -436774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -436777.125000 Penalty: 2881.042725
	Iteration 30Q: 3 clusters Score -436777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -436777.093750 Penalty: 2881.042725
	Iteration 31Q: 3 clusters Score -436777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -436778.750000 Penalty: 2881.042725
	Iteration 32Q: 3 clusters Score -436778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -436778.750000 Penalty: 2881.042725
	Iteration 33F: 3 clusters Score -436778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -233653.515625 Penalty: 1357.021606
	Iteration 0F: 2 clusters Score -233653.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -230141.859375 Penalty: 2714.043213
	Iteration 0F: 3 clusters Score -230141.9 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -231322.375000 Penalty: 2714.043213
	Iteration 1F: 3 clusters Score -231322.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -231884.859375 Penalty: 2714.043213
	Iteration 2F: 3 clusters Score -231884.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -232391.687500 Penalty: 2714.043213
	Iteration 3F: 3 clusters Score -232391.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -232759.937500 Penalty: 2714.043213
	Iteration 4F: 3 clusters Score -232759.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -232970.812500 Penalty: 2714.043213
	Iteration 5F: 3 clusters Score -232970.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -233131.265625 Penalty: 2714.043213
	Iteration 6Q: 3 clusters Score -233131.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -233299.046875 Penalty: 2714.043213
	Iteration 7Q: 3 clusters Score -233299 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -233509.750000 Penalty: 2714.043213
	Iteration 8Q: 3 clusters Score -233509.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -233703.218750 Penalty: 2714.043213
	Iteration 9Q: 3 clusters Score -233703.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -233869.562500 Penalty: 2714.043213
	Iteration 10Q: 3 clusters Score -233869.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -233954.609375 Penalty: 2714.043213
	Iteration 11Q: 3 clusters Score -233954.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -233988.203125 Penalty: 2714.043213
	Iteration 12Q: 3 clusters Score -233988.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -233999.640625 Penalty: 2714.043213
	Iteration 13Q: 3 clusters Score -233999.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -234006.062500 Penalty: 2714.043213
	Iteration 14Q: 3 clusters Score -234006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -234010.734375 Penalty: 2714.043213
	Iteration 15Q: 3 clusters Score -234010.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -234013.812500 Penalty: 2714.043213
	Iteration 16Q: 3 clusters Score -234013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -234016.078125 Penalty: 2714.043213
	Iteration 17Q: 3 clusters Score -234016.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -234018.796875 Penalty: 2714.043213
	Iteration 18Q: 3 clusters Score -234018.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -234021.171875 Penalty: 2714.043213
	Iteration 19Q: 3 clusters Score -234021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -234024.140625 Penalty: 2714.043213
	Iteration 20F: 3 clusters Score -234024.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -234028.093750 Penalty: 2714.043213
	Iteration 21Q: 3 clusters Score -234028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -234031.453125 Penalty: 2714.043213
	Iteration 22Q: 3 clusters Score -234031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -234035.203125 Penalty: 2714.043213
	Iteration 23Q: 3 clusters Score -234035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -234038.109375 Penalty: 2714.043213
	Iteration 24Q: 3 clusters Score -234038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -234042.625000 Penalty: 2714.043213
	Iteration 25Q: 3 clusters Score -234042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -234044.531250 Penalty: 2714.043213
	Iteration 26Q: 3 clusters Score -234044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -234048.109375 Penalty: 2714.043213
	Iteration 27Q: 3 clusters Score -234048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -234051.953125 Penalty: 2714.043213
	Iteration 28Q: 3 clusters Score -234052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -234054.250000 Penalty: 2714.043213
	Iteration 29Q: 3 clusters Score -234054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -234058.406250 Penalty: 2714.043213
	Iteration 30Q: 3 clusters Score -234058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -234059.218750 Penalty: 2714.043213
	Iteration 31Q: 3 clusters Score -234059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -234060.468750 Penalty: 2714.043213
	Iteration 32Q: 3 clusters Score -234060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -234061.125000 Penalty: 2714.043213
	Iteration 33Q: 3 clusters Score -234061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -234061.468750 Penalty: 2714.043213
	Iteration 34Q: 3 clusters Score -234061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -234062.453125 Penalty: 2714.043213
	Iteration 35Q: 3 clusters Score -234062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -234063.484375 Penalty: 2714.043213
	Iteration 36Q: 3 clusters Score -234063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -234063.515625 Penalty: 2714.043213
	Iteration 37Q: 3 clusters Score -234063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -234064.562500 Penalty: 2714.043213
	Iteration 38Q: 3 clusters Score -234064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -234066.375000 Penalty: 2714.043213
	Iteration 39Q: 3 clusters Score -234066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -234068.515625 Penalty: 2714.043213
	Iteration 40F: 3 clusters Score -234068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -234070.390625 Penalty: 2714.043213
	Iteration 41Q: 3 clusters Score -234070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -234072.656250 Penalty: 2714.043213
	Iteration 42Q: 3 clusters Score -234072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -234076.812500 Penalty: 2714.043213
	Iteration 43Q: 3 clusters Score -234076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -234083.406250 Penalty: 2714.043213
	Iteration 44Q: 3 clusters Score -234083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -234089.531250 Penalty: 2714.043213
	Iteration 45Q: 3 clusters Score -234089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -234096.187500 Penalty: 2714.043213
	Iteration 46Q: 3 clusters Score -234096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -234101.578125 Penalty: 2714.043213
	Iteration 47Q: 3 clusters Score -234101.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -234111.000000 Penalty: 2714.043213
	Iteration 48Q: 3 clusters Score -234111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -234121.640625 Penalty: 2714.043213
	Iteration 49Q: 3 clusters Score -234121.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -234130.031250 Penalty: 2714.043213
	Iteration 50Q: 3 clusters Score -234130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -234137.968750 Penalty: 2714.043213
	Iteration 51Q: 3 clusters Score -234138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -234146.187500 Penalty: 2714.043213
	Iteration 52Q: 3 clusters Score -234146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -234149.843750 Penalty: 2714.043213
	Iteration 53Q: 3 clusters Score -234149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -234153.906250 Penalty: 2714.043213
	Iteration 54Q: 3 clusters Score -234153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -234159.234375 Penalty: 2714.043213
	Iteration 55Q: 3 clusters Score -234159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -234168.500000 Penalty: 2714.043213
	Iteration 56Q: 3 clusters Score -234168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -234176.000000 Penalty: 2714.043213
	Iteration 57Q: 3 clusters Score -234176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -234184.359375 Penalty: 2714.043213
	Iteration 58Q: 3 clusters Score -234184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -234194.156250 Penalty: 2714.043213
	Iteration 59Q: 3 clusters Score -234194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -234198.390625 Penalty: 2714.043213
	Iteration 60F: 3 clusters Score -234198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -234199.765625 Penalty: 2714.043213
	Iteration 61Q: 3 clusters Score -234199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -234201.453125 Penalty: 2714.043213
	Iteration 62Q: 3 clusters Score -234201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -234201.343750 Penalty: 2714.043213
	Iteration 63Q: 3 clusters Score -234201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -234201.343750 Penalty: 2714.043213
	Iteration 64F: 3 clusters Score -234201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 776 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 2052 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 4746 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 2747 members 
Mstep: Class 39 contains 3458 members 
Entering Unmasked Estep 
Score: -30934290.000000 Penalty: 83762.359375
Splitting cluster 27 changes total score from -30932212.000000 to -30934290.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -66117.695312 Penalty: 1194.145508
	Iteration 0F: 2 clusters Score -66117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64390.867188 Penalty: 2388.291016
	Iteration 0F: 3 clusters Score -64390.87 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -64864.074219 Penalty: 2388.291016
	Iteration 1F: 3 clusters Score -64864.07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -65026.652344 Penalty: 2388.291016
	Iteration 2F: 3 clusters Score -65026.65 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65147.039062 Penalty: 2388.291016
	Iteration 3F: 3 clusters Score -65147.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -65250.085938 Penalty: 2388.291016
	Iteration 4Q: 3 clusters Score -65250.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -65352.480469 Penalty: 2388.291016
	Iteration 5F: 3 clusters Score -65352.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65421.937500 Penalty: 2388.291016
	Iteration 6Q: 3 clusters Score -65421.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65455.238281 Penalty: 2388.291016
	Iteration 7Q: 3 clusters Score -65455.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -65477.765625 Penalty: 2388.291016
	Iteration 8Q: 3 clusters Score -65477.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -65501.125000 Penalty: 2388.291016
	Iteration 9Q: 3 clusters Score -65501.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65521.273438 Penalty: 2388.291016
	Iteration 10Q: 3 clusters Score -65521.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65529.101562 Penalty: 2388.291016
	Iteration 11Q: 3 clusters Score -65529.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -65537.796875 Penalty: 2388.291016
	Iteration 12Q: 3 clusters Score -65537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -65549.968750 Penalty: 2388.291016
	Iteration 13Q: 3 clusters Score -65549.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -65567.906250 Penalty: 2388.291016
	Iteration 14Q: 3 clusters Score -65567.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -65588.929688 Penalty: 2388.291016
	Iteration 15Q: 3 clusters Score -65588.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65602.968750 Penalty: 2388.291016
	Iteration 16Q: 3 clusters Score -65602.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -65623.546875 Penalty: 2388.291016
	Iteration 17Q: 3 clusters Score -65623.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -65635.625000 Penalty: 2388.291016
	Iteration 18Q: 3 clusters Score -65635.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65646.164062 Penalty: 2388.291016
	Iteration 19Q: 3 clusters Score -65646.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -65654.968750 Penalty: 2388.291016
	Iteration 20F: 3 clusters Score -65654.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65658.789062 Penalty: 2388.291016
	Iteration 21Q: 3 clusters Score -65658.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65659.914062 Penalty: 2388.291016
	Iteration 22Q: 3 clusters Score -65659.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65661.351562 Penalty: 2388.291016
	Iteration 23Q: 3 clusters Score -65661.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65661.351562 Penalty: 2388.291016
	Iteration 24F: 3 clusters Score -65661.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -49183.597656 Penalty: 1122.997070
	Iteration 0F: 2 clusters Score -49183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47797.484375 Penalty: 2245.994141
	Iteration 0F: 3 clusters Score -47797.48 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48104.089844 Penalty: 2245.994141
	Iteration 1F: 3 clusters Score -48104.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48204.906250 Penalty: 2245.994141
	Iteration 2F: 3 clusters Score -48204.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48265.140625 Penalty: 2245.994141
	Iteration 3Q: 3 clusters Score -48265.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48289.132812 Penalty: 2245.994141
	Iteration 4Q: 3 clusters Score -48289.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48310.472656 Penalty: 2245.994141
	Iteration 5Q: 3 clusters Score -48310.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48327.164062 Penalty: 2245.994141
	Iteration 6Q: 3 clusters Score -48327.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48348.226562 Penalty: 2245.994141
	Iteration 7Q: 3 clusters Score -48348.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48357.339844 Penalty: 2245.994141
	Iteration 8Q: 3 clusters Score -48357.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48377.253906 Penalty: 2245.994141
	Iteration 9Q: 3 clusters Score -48377.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48399.078125 Penalty: 2245.994141
	Iteration 10Q: 3 clusters Score -48399.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48413.351562 Penalty: 2245.994141
	Iteration 11Q: 3 clusters Score -48413.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48433.996094 Penalty: 2245.994141
	Iteration 12Q: 3 clusters Score -48434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48458.230469 Penalty: 2245.994141
	Iteration 13Q: 3 clusters Score -48458.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48500.511719 Penalty: 2245.994141
	Iteration 14Q: 3 clusters Score -48500.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48535.031250 Penalty: 2245.994141
	Iteration 15Q: 3 clusters Score -48535.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48560.285156 Penalty: 2245.994141
	Iteration 16Q: 3 clusters Score -48560.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48599.101562 Penalty: 2245.994141
	Iteration 17Q: 3 clusters Score -48599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48626.777344 Penalty: 2245.994141
	Iteration 18Q: 3 clusters Score -48626.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48652.554688 Penalty: 2245.994141
	Iteration 19Q: 3 clusters Score -48652.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48673.351562 Penalty: 2245.994141
	Iteration 20F: 3 clusters Score -48673.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48708.808594 Penalty: 2245.994141
	Iteration 21Q: 3 clusters Score -48708.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48722.285156 Penalty: 2245.994141
	Iteration 22Q: 3 clusters Score -48722.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48726.218750 Penalty: 2245.994141
	Iteration 23Q: 3 clusters Score -48726.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48727.835938 Penalty: 2245.994141
	Iteration 24Q: 3 clusters Score -48727.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48728.722656 Penalty: 2245.994141
	Iteration 25Q: 3 clusters Score -48728.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48729.625000 Penalty: 2245.994141
	Iteration 26Q: 3 clusters Score -48729.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48732.304688 Penalty: 2245.994141
	Iteration 27Q: 3 clusters Score -48732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48733.781250 Penalty: 2245.994141
	Iteration 28Q: 3 clusters Score -48733.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48734.628906 Penalty: 2245.994141
	Iteration 29Q: 3 clusters Score -48734.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48734.628906 Penalty: 2245.994141
	Iteration 30F: 3 clusters Score -48734.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (79706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Entering Unmasked Estep 
Score: -4810632.500000 Penalty: 1833.991333
	Iteration 0F: 2 clusters Score -4810632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4757320.000000 Penalty: 3667.982666
	Iteration 0F: 3 clusters Score -4757320 nChanged 37902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -4779126.500000 Penalty: 3667.982666
	Iteration 1F: 3 clusters Score -4779126 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4779666.000000 Penalty: 3667.982666
	Iteration 2Q: 3 clusters Score -4779666 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -4780392.000000 Penalty: 3667.982666
	Iteration 3Q: 3 clusters Score -4780392 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -4781595.500000 Penalty: 3667.982666
	Iteration 4Q: 3 clusters Score -4781596 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4783287.000000 Penalty: 3667.982666
	Iteration 5Q: 3 clusters Score -4783287 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -4785612.000000 Penalty: 3667.982666
	Iteration 6F: 3 clusters Score -4785612 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4788608.000000 Penalty: 3667.982666
	Iteration 7F: 3 clusters Score -4788608 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4792110.500000 Penalty: 3667.982666
	Iteration 8F: 3 clusters Score -4792110 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4795479.000000 Penalty: 3667.982666
	Iteration 9F: 3 clusters Score -4795479 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4798196.500000 Penalty: 3667.982666
	Iteration 10F: 3 clusters Score -4798196 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4800424.000000 Penalty: 3667.982666
	Iteration 11Q: 3 clusters Score -4800424 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4802336.000000 Penalty: 3667.982666
	Iteration 12Q: 3 clusters Score -4802336 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -4803836.000000 Penalty: 3667.982666
	Iteration 13Q: 3 clusters Score -4803836 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4805019.500000 Penalty: 3667.982666
	Iteration 14Q: 3 clusters Score -4805020 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4805837.000000 Penalty: 3667.982666
	Iteration 15Q: 3 clusters Score -4805837 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4806434.000000 Penalty: 3667.982666
	Iteration 16Q: 3 clusters Score -4806434 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4806801.500000 Penalty: 3667.982666
	Iteration 17Q: 3 clusters Score -4806802 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4807141.500000 Penalty: 3667.982666
	Iteration 18Q: 3 clusters Score -4807142 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4807375.000000 Penalty: 3667.982666
	Iteration 19Q: 3 clusters Score -4807375 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4807582.500000 Penalty: 3667.982666
	Iteration 20F: 3 clusters Score -4807582 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -4807793.500000 Penalty: 3667.982666
	Iteration 21Q: 3 clusters Score -4807794 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -4808011.500000 Penalty: 3667.982666
	Iteration 22Q: 3 clusters Score -4808012 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -4808177.000000 Penalty: 3667.982666
	Iteration 23Q: 3 clusters Score -4808177 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4808344.500000 Penalty: 3667.982666
	Iteration 24Q: 3 clusters Score -4808344 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -4808551.500000 Penalty: 3667.982666
	Iteration 25Q: 3 clusters Score -4808552 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4808722.000000 Penalty: 3667.982666
	Iteration 26Q: 3 clusters Score -4808722 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4808894.000000 Penalty: 3667.982666
	Iteration 27Q: 3 clusters Score -4808894 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4809058.000000 Penalty: 3667.982666
	Iteration 28Q: 3 clusters Score -4809058 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4809224.500000 Penalty: 3667.982666
	Iteration 29Q: 3 clusters Score -4809224 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -4809361.000000 Penalty: 3667.982666
	Iteration 30Q: 3 clusters Score -4809361 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4809450.500000 Penalty: 3667.982666
	Iteration 31Q: 3 clusters Score -4809450 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4809534 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4809614 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4809690 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4809756 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4809833.500000 Penalty: 3667.982666
	Iteration 36Q: 3 clusters Score -4809834 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4809882.500000 Penalty: 3667.982666
	Iteration 37Q: 3 clusters Score -4809882 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4809931.500000 Penalty: 3667.982666
	Iteration 38Q: 3 clusters Score -4809932 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4809980 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4810019 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4810063 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4810098 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4810120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4810126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4810126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4810134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4810148 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4810154.500000 Penalty: 3667.982666
	Iteration 48Q: 3 clusters Score -4810154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4810180.500000 Penalty: 3667.982666
	Iteration 49Q: 3 clusters Score -4810180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4810210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4810210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4810234.500000 Penalty: 3667.982666
	Iteration 52Q: 3 clusters Score -4810234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4810246.000000 Penalty: 3667.982666
	Iteration 53Q: 3 clusters Score -4810246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4810285.500000 Penalty: 3667.982666
	Iteration 54Q: 3 clusters Score -4810286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4810287.500000 Penalty: 3667.982666
	Iteration 55Q: 3 clusters Score -4810288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4810304.000000 Penalty: 3667.982666
	Iteration 56Q: 3 clusters Score -4810304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4810318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4810310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4810319 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4810332.500000 Penalty: 3667.982666
	Iteration 60F: 3 clusters Score -4810332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4810335.000000 Penalty: 3667.982666
	Iteration 61Q: 3 clusters Score -4810335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4810332 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4810342 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4810361 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4810364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4810386 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4810390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4810400 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4810380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4810384.500000 Penalty: 3667.982666
	Iteration 70Q: 3 clusters Score -4810384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4810396.000000 Penalty: 3667.982666
	Iteration 71Q: 3 clusters Score -4810396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4810396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4810404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4810410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4810421.000000 Penalty: 3667.982666
	Iteration 75Q: 3 clusters Score -4810421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4810422.500000 Penalty: 3667.982666
	Iteration 76Q: 3 clusters Score -4810422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -4810433.500000 Penalty: 3667.982666
	Iteration 77Q: 3 clusters Score -4810434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4810444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4810444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4810442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4810442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4810438.000000 Penalty: 3667.982666
	Iteration 82Q: 3 clusters Score -4810438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4810445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4810441 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4810449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4810441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4810436.000000 Penalty: 3667.982666
	Iteration 87Q: 3 clusters Score -4810436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4810443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4810450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4810451.500000 Penalty: 3667.982666
	Iteration 90Q: 3 clusters Score -4810452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4810460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4810461.500000 Penalty: 3667.982666
	Iteration 92Q: 3 clusters Score -4810462 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4810454.500000 Penalty: 3667.982666
	Iteration 93Q: 3 clusters Score -4810454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4810465.000000 Penalty: 3667.982666
	Iteration 94Q: 3 clusters Score -4810465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4810463.000000 Penalty: 3667.982666
	Iteration 95Q: 3 clusters Score -4810463 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4810473.000000 Penalty: 3667.982666
	Iteration 96Q: 3 clusters Score -4810473 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4810472.500000 Penalty: 3667.982666
	Iteration 97Q: 3 clusters Score -4810472 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4810477.000000 Penalty: 3667.982666
	Iteration 98Q: 3 clusters Score -4810477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4810478.000000 Penalty: 3667.982666
	Iteration 99Q: 3 clusters Score -4810478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4810485.000000 Penalty: 3667.982666
	Iteration 100F: 3 clusters Score -4810485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4810488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4810488 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4810499.000000 Penalty: 3667.982666
	Iteration 103Q: 3 clusters Score -4810499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -4810490.500000 Penalty: 3667.982666
	Iteration 104Q: 3 clusters Score -4810490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4810491.500000 Penalty: 3667.982666
	Iteration 105Q: 3 clusters Score -4810492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4810479.000000 Penalty: 3667.982666
	Iteration 106Q: 3 clusters Score -4810479 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4810480 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4810476.500000 Penalty: 3667.982666
	Iteration 108Q: 3 clusters Score -4810476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4810488 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4810490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -4810493.500000 Penalty: 3667.982666
	Iteration 111Q: 3 clusters Score -4810494 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4810498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4810506.500000 Penalty: 3667.982666
	Iteration 113Q: 3 clusters Score -4810506 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4810500 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4810503.500000 Penalty: 3667.982666
	Iteration 115Q: 3 clusters Score -4810504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4810496 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4810492.500000 Penalty: 3667.982666
	Iteration 117Q: 3 clusters Score -4810492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4810495.000000 Penalty: 3667.982666
	Iteration 118Q: 3 clusters Score -4810495 nChanged 24
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Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4810498 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4810496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4810498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4810500.000000 Penalty: 3667.982666
	Iteration 122Q: 3 clusters Score -4810500 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4810500 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4810494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4810495.000000 Penalty: 3667.982666
	Iteration 125Q: 3 clusters Score -4810495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4810490.500000 Penalty: 3667.982666
	Iteration 126Q: 3 clusters Score -4810490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4810489.500000 Penalty: 3667.982666
	Iteration 127Q: 3 clusters Score -4810490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4810492.500000 Penalty: 3667.982666
	Iteration 128Q: 3 clusters Score -4810492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4810496.000000 Penalty: 3667.982666
	Iteration 129Q: 3 clusters Score -4810496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4810490.500000 Penalty: 3667.982666
	Iteration 130Q: 3 clusters Score -4810490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4810488.000000 Penalty: 3667.982666
	Iteration 131Q: 3 clusters Score -4810488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -4810491.500000 Penalty: 3667.982666
	Iteration 132Q: 3 clusters Score -4810492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4810493.000000 Penalty: 3667.982666
	Iteration 133Q: 3 clusters Score -4810493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4810497.500000 Penalty: 3667.982666
	Iteration 134Q: 3 clusters Score -4810498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -4810497.500000 Penalty: 3667.982666
	Iteration 135Q: 3 clusters Score -4810498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4810501.500000 Penalty: 3667.982666
	Iteration 136Q: 3 clusters Score -4810502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4810498.000000 Penalty: 3667.982666
	Iteration 137Q: 3 clusters Score -4810498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4810498.000000 Penalty: 3667.982666
	Iteration 138F: 3 clusters Score -4810498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -88965.507812 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -88965.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -86879.179688 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -86879.18 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -87651.109375 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -87651.11 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -87954.421875 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -87954.42 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -88166.398438 Penalty: 2489.230713
	Iteration 3F: 3 clusters Score -88166.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -88360.828125 Penalty: 2489.230713
	Iteration 4F: 3 clusters Score -88360.83 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -88507.578125 Penalty: 2489.230713
	Iteration 5F: 3 clusters Score -88507.58 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -88607.117188 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -88607.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -88649.359375 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -88649.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -88688.406250 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -88688.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -88715.468750 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -88715.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -88745.539062 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -88745.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -88775.687500 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -88775.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -88804.070312 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -88804.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -88827.437500 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -88827.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -88841.437500 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -88841.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -88846.312500 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -88846.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -88848.546875 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -88848.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -88848.937500 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -88848.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -88848.937500 Penalty: 2489.230713
	Iteration 18F: 3 clusters Score -88848.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 54942 members 
Mstep: Class 6 contains 11491 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 25542 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 80707 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 776 members 
Mstep: Class 28 contains 1554 members 
Mstep: Class 29 contains 1003 members 
Mstep: Class 30 contains 79706 members 
Mstep: Class 31 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936774.000000 Penalty: 83762.359375
Iteration 79Q: 40 clusters Score -3.093677e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 9420 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 54950 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 25519 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 80083 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 22094 members 
Mstep: Class 22 contains 68966 members 
Mstep: Class 23 contains 80929 members 
Mstep: Class 24 contains 6184 members 
Mstep: Class 25 contains 2518 members 
Mstep: Class 26 contains 6948 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 1029 members 
Mstep: Class 30 contains 80029 members 
Mstep: Class 31 contains 2088 members 
Mstep: Class 32 contains 2003 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1508 members 
Mstep: Class 35 contains 4269 members 
Mstep: Class 36 contains 4391 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 2574 members 
Mstep: Class 39 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939338.000000 Penalty: 83762.359375
Iteration 80F: 40 clusters Score -3.093934e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 9410 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 54950 members 
Mstep: Class 6 contains 11510 members 
Mstep: Class 7 contains 18996 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 25512 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 80079 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 4937 members 
Mstep: Class 20 contains 6257 members 
Mstep: Class 21 contains 22134 members 
Mstep: Class 22 contains 68782 members 
Mstep: Class 23 contains 80815 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 6832 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 1546 members 
Mstep: Class 29 contains 1002 members 
Mstep: Class 30 contains 79956 members 
Mstep: Class 31 contains 1986 members 
Mstep: Class 32 contains 2068 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 1558 members 
Mstep: Class 35 contains 4454 members 
Mstep: Class 36 contains 4654 members 
Mstep: Class 37 contains 1752 members 
Mstep: Class 38 contains 2593 members 
Mstep: Class 39 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940356.000000 Penalty: 83762.359375
Iteration 81Q: 40 clusters Score -3.094036e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 9394 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 54945 members 
Mstep: Class 6 contains 11489 members 
Mstep: Class 7 contains 18988 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 25506 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 22181 members 
Mstep: Class 22 contains 68645 members 
Mstep: Class 23 contains 80749 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 6735 members 
Mstep: Class 27 contains 861 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 79871 members 
Mstep: Class 31 contains 1929 members 
Mstep: Class 32 contains 2092 members 
Mstep: Class 33 contains 1827 members 
Mstep: Class 34 contains 1584 members 
Mstep: Class 35 contains 4600 members 
Mstep: Class 36 contains 4772 members 
Mstep: Class 37 contains 1783 members 
Mstep: Class 38 contains 2581 members 
Mstep: Class 39 contains 3461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940952.000000 Penalty: 83762.359375
Iteration 82Q: 40 clusters Score -3.094095e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 9375 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 54953 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 25518 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 80083 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 22206 members 
Mstep: Class 22 contains 68494 members 
Mstep: Class 23 contains 80696 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 79761 members 
Mstep: Class 31 contains 1896 members 
Mstep: Class 32 contains 2105 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 4727 members 
Mstep: Class 36 contains 4860 members 
Mstep: Class 37 contains 1800 members 
Mstep: Class 38 contains 2576 members 
Mstep: Class 39 contains 3465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941338.000000 Penalty: 83762.359375
Iteration 83Q: 40 clusters Score -3.094134e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 54955 members 
Mstep: Class 6 contains 11467 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 25533 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 80083 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 7312 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 6398 members 
Mstep: Class 21 contains 22233 members 
Mstep: Class 22 contains 68375 members 
Mstep: Class 23 contains 80666 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 6563 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 79675 members 
Mstep: Class 31 contains 1883 members 
Mstep: Class 32 contains 2118 members 
Mstep: Class 33 contains 1831 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 4833 members 
Mstep: Class 36 contains 4915 members 
Mstep: Class 37 contains 1800 members 
Mstep: Class 38 contains 2575 members 
Mstep: Class 39 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941524.000000 Penalty: 83762.359375
Iteration 84Q: 40 clusters Score -3.094152e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 9357 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 54951 members 
Mstep: Class 6 contains 11462 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 25563 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6706 members 
Mstep: Class 12 contains 80087 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 4658 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 7390 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 22274 members 
Mstep: Class 22 contains 68270 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 6494 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 79604 members 
Mstep: Class 31 contains 1865 members 
Mstep: Class 32 contains 2125 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 4955 members 
Mstep: Class 37 contains 1810 members 
Mstep: Class 38 contains 2576 members 
Mstep: Class 39 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941646.000000 Penalty: 83762.359375
Iteration 85Q: 40 clusters Score -3.094165e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 54943 members 
Mstep: Class 6 contains 11459 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 25580 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 80085 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 6424 members 
Mstep: Class 21 contains 22313 members 
Mstep: Class 22 contains 68195 members 
Mstep: Class 23 contains 80638 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 865 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 79538 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 2130 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 4946 members 
Mstep: Class 36 contains 4981 members 
Mstep: Class 37 contains 1814 members 
Mstep: Class 38 contains 2577 members 
Mstep: Class 39 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941786.000000 Penalty: 83762.359375
Iteration 86Q: 40 clusters Score -3.094179e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 54938 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 25586 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 80084 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 6433 members 
Mstep: Class 21 contains 22344 members 
Mstep: Class 22 contains 68137 members 
Mstep: Class 23 contains 80639 members 
Mstep: Class 24 contains 6139 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 868 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 79479 members 
Mstep: Class 31 contains 1848 members 
Mstep: Class 32 contains 2141 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 4988 members 
Mstep: Class 36 contains 4996 members 
Mstep: Class 37 contains 1828 members 
Mstep: Class 38 contains 2576 members 
Mstep: Class 39 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941912.000000 Penalty: 83762.359375
Iteration 87Q: 40 clusters Score -3.094191e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 3742 members 
Mstep: Class 5 contains 54931 members 
Mstep: Class 6 contains 11448 members 
Mstep: Class 7 contains 19021 members 
Mstep: Class 8 contains 3087 members 
Mstep: Class 9 contains 25597 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 80082 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 7583 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 22373 members 
Mstep: Class 22 contains 68075 members 
Mstep: Class 23 contains 80640 members 
Mstep: Class 24 contains 6139 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 79443 members 
Mstep: Class 31 contains 1842 members 
Mstep: Class 32 contains 2155 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 5027 members 
Mstep: Class 36 contains 5008 members 
Mstep: Class 37 contains 1831 members 
Mstep: Class 38 contains 2576 members 
Mstep: Class 39 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941992.000000 Penalty: 83762.359375
Iteration 88Q: 40 clusters Score -3.094199e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 54929 members 
Mstep: Class 6 contains 11444 members 
Mstep: Class 7 contains 19025 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 25602 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6534 members 
Mstep: Class 12 contains 80083 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 7644 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4987 members 
Mstep: Class 20 contains 6452 members 
Mstep: Class 21 contains 22389 members 
Mstep: Class 22 contains 68019 members 
Mstep: Class 23 contains 80645 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 6258 members 
Mstep: Class 27 contains 865 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 79385 members 
Mstep: Class 31 contains 1832 members 
Mstep: Class 32 contains 2164 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 5014 members 
Mstep: Class 37 contains 1832 members 
Mstep: Class 38 contains 2577 members 
Mstep: Class 39 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942210.000000 Penalty: 83762.359375
Iteration 89Q: 40 clusters Score -3.094221e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 54927 members 
Mstep: Class 6 contains 11438 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 25606 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 80082 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 6413 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 67975 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 6206 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 79326 members 
Mstep: Class 31 contains 1825 members 
Mstep: Class 32 contains 2171 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 5102 members 
Mstep: Class 36 contains 5021 members 
Mstep: Class 37 contains 1831 members 
Mstep: Class 38 contains 2578 members 
Mstep: Class 39 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942290.000000 Penalty: 83762.359375
Iteration 90Q: 40 clusters Score -3.094229e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 54923 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 25618 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6476 members 
Mstep: Class 12 contains 80081 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 7771 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 6367 members 
Mstep: Class 21 contains 22432 members 
Mstep: Class 22 contains 67934 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 6161 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 79279 members 
Mstep: Class 31 contains 1821 members 
Mstep: Class 32 contains 2181 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 5022 members 
Mstep: Class 37 contains 1826 members 
Mstep: Class 38 contains 2581 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942386.000000 Penalty: 83762.359375
Iteration 91Q: 40 clusters Score -3.094239e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 54911 members 
Mstep: Class 6 contains 11430 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 25620 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 80079 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 7857 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 67905 members 
Mstep: Class 23 contains 80661 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 6123 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 79215 members 
Mstep: Class 31 contains 1817 members 
Mstep: Class 32 contains 2189 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 5022 members 
Mstep: Class 37 contains 1821 members 
Mstep: Class 38 contains 2584 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942626.000000 Penalty: 83762.359375
Iteration 92Q: 40 clusters Score -3.094263e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 54907 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 19048 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 25626 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 80075 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 7938 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 22477 members 
Mstep: Class 22 contains 67867 members 
Mstep: Class 23 contains 80659 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 79159 members 
Mstep: Class 31 contains 1813 members 
Mstep: Class 32 contains 2196 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 5024 members 
Mstep: Class 37 contains 1816 members 
Mstep: Class 38 contains 2585 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942644.000000 Penalty: 83762.359375
Iteration 93Q: 40 clusters Score -3.094264e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 54908 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 19055 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 25652 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 80075 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 6196 members 
Mstep: Class 21 contains 22480 members 
Mstep: Class 22 contains 67820 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 865 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 79103 members 
Mstep: Class 31 contains 1811 members 
Mstep: Class 32 contains 2210 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 5025 members 
Mstep: Class 37 contains 1806 members 
Mstep: Class 38 contains 2586 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942684.000000 Penalty: 83762.359375
Iteration 94Q: 40 clusters Score -3.094268e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 54905 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 25676 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 80073 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 8059 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 22486 members 
Mstep: Class 22 contains 67775 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 6040 members 
Mstep: Class 27 contains 865 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 79047 members 
Mstep: Class 31 contains 1811 members 
Mstep: Class 32 contains 2217 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5122 members 
Mstep: Class 36 contains 5025 members 
Mstep: Class 37 contains 1798 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942738.000000 Penalty: 83762.359375
Iteration 95Q: 40 clusters Score -3.094274e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 3277 members 
Mstep: Class 9 contains 25697 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 80073 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 8114 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 6079 members 
Mstep: Class 21 contains 22484 members 
Mstep: Class 22 contains 67726 members 
Mstep: Class 23 contains 80657 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 865 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 79006 members 
Mstep: Class 31 contains 1810 members 
Mstep: Class 32 contains 2219 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 5025 members 
Mstep: Class 37 contains 1786 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942762.000000 Penalty: 83762.359375
Iteration 96Q: 40 clusters Score -3.094276e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6005 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 54901 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 3287 members 
Mstep: Class 9 contains 25707 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 80075 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 22485 members 
Mstep: Class 22 contains 67690 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 5994 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 78964 members 
Mstep: Class 31 contains 1810 members 
Mstep: Class 32 contains 2221 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 5026 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942868.000000 Penalty: 83762.359375
Iteration 97Q: 40 clusters Score -3.094287e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 54901 members 
Mstep: Class 6 contains 11431 members 
Mstep: Class 7 contains 19089 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 25711 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 80074 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 8224 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 22485 members 
Mstep: Class 22 contains 67669 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78926 members 
Mstep: Class 31 contains 1807 members 
Mstep: Class 32 contains 2224 members 
Mstep: Class 33 contains 1832 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5130 members 
Mstep: Class 36 contains 5027 members 
Mstep: Class 37 contains 1772 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942892.000000 Penalty: 83762.359375
Iteration 98Q: 40 clusters Score -3.094289e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6119 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 54901 members 
Mstep: Class 6 contains 11430 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 25716 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 80074 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 22490 members 
Mstep: Class 22 contains 67648 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5945 members 
Mstep: Class 27 contains 868 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78898 members 
Mstep: Class 31 contains 1808 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5134 members 
Mstep: Class 36 contains 5028 members 
Mstep: Class 37 contains 1768 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942874.000000 Penalty: 83762.359375
Iteration 99Q: 40 clusters Score -3.094287e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 9271 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 54898 members 
Mstep: Class 6 contains 11430 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 25727 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 80075 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 5034 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 22494 members 
Mstep: Class 22 contains 67636 members 
Mstep: Class 23 contains 80660 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78859 members 
Mstep: Class 31 contains 1808 members 
Mstep: Class 32 contains 2231 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5143 members 
Mstep: Class 36 contains 5027 members 
Mstep: Class 37 contains 1766 members 
Mstep: Class 38 contains 2592 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942906.000000 Penalty: 83762.359375
Iteration 100F: 40 clusters Score -3.094291e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6193 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 54899 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 25734 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 80078 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8317 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 5947 members 
Mstep: Class 21 contains 22496 members 
Mstep: Class 22 contains 67632 members 
Mstep: Class 23 contains 80654 members 
Mstep: Class 24 contains 6166 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 5906 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78817 members 
Mstep: Class 31 contains 1807 members 
Mstep: Class 32 contains 2234 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5157 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 2592 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943004.000000 Penalty: 83762.359375
Iteration 101Q: 40 clusters Score -3.0943e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6225 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 54896 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19095 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 25748 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 80077 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 8344 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 5937 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 67616 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5880 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78787 members 
Mstep: Class 31 contains 1805 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5164 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1758 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943084.000000 Penalty: 83762.359375
Iteration 102Q: 40 clusters Score -3.094308e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 54897 members 
Mstep: Class 6 contains 11426 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 3409 members 
Mstep: Class 9 contains 25766 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 80076 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8365 members 
Mstep: Class 18 contains 2171 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 22509 members 
Mstep: Class 22 contains 67601 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78770 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 2247 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5166 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1754 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943178.000000 Penalty: 83762.359375
Iteration 103Q: 40 clusters Score -3.094318e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 9262 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54896 members 
Mstep: Class 6 contains 11425 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 25775 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 80075 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8384 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 5937 members 
Mstep: Class 21 contains 22512 members 
Mstep: Class 22 contains 67578 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5820 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 78762 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5166 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1751 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943222.000000 Penalty: 83762.359375
Iteration 104Q: 40 clusters Score -3.094322e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 54902 members 
Mstep: Class 6 contains 11425 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 25783 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 80074 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 67572 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 78761 members 
Mstep: Class 31 contains 1801 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5166 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1748 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943234.000000 Penalty: 83762.359375
Iteration 105Q: 40 clusters Score -3.094323e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 54902 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 25798 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 80074 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 5061 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 67569 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 78744 members 
Mstep: Class 31 contains 1800 members 
Mstep: Class 32 contains 2255 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5168 members 
Mstep: Class 36 contains 5031 members 
Mstep: Class 37 contains 1748 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943276.000000 Penalty: 83762.359375
Iteration 106Q: 40 clusters Score -3.094328e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 9248 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 54905 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 25806 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 80073 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8444 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 22523 members 
Mstep: Class 22 contains 67573 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 78730 members 
Mstep: Class 31 contains 1798 members 
Mstep: Class 32 contains 2257 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5169 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943278.000000 Penalty: 83762.359375
Iteration 107Q: 40 clusters Score -3.094328e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6312 members 
Mstep: Class 3 contains 9249 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 54906 members 
Mstep: Class 6 contains 11426 members 
Mstep: Class 7 contains 19104 members 
Mstep: Class 8 contains 3422 members 
Mstep: Class 9 contains 25817 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 80074 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 8462 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22521 members 
Mstep: Class 22 contains 67581 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5705 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 78720 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 2264 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5170 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943308.000000 Penalty: 83762.359375
Iteration 108Q: 40 clusters Score -3.094331e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6325 members 
Mstep: Class 3 contains 9248 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 54906 members 
Mstep: Class 6 contains 11426 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 3422 members 
Mstep: Class 9 contains 25831 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 80070 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8477 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22526 members 
Mstep: Class 22 contains 67590 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5675 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 78707 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 2268 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5169 members 
Mstep: Class 36 contains 5031 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943258.000000 Penalty: 83762.359375
Iteration 109Q: 40 clusters Score -3.094326e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 9246 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 54905 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 25836 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 80070 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8497 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 22530 members 
Mstep: Class 22 contains 67592 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5646 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 78699 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 2272 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5168 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943224.000000 Penalty: 83762.359375
Iteration 110Q: 40 clusters Score -3.094322e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6341 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54907 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 25844 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 80069 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 22537 members 
Mstep: Class 22 contains 67592 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 5618 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78679 members 
Mstep: Class 31 contains 1796 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5169 members 
Mstep: Class 36 contains 5031 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943226.000000 Penalty: 83762.359375
Iteration 111Q: 40 clusters Score -3.094323e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 9249 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 9 contains 25851 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 80067 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22537 members 
Mstep: Class 22 contains 67599 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78666 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5173 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943186.000000 Penalty: 83762.359375
Iteration 112Q: 40 clusters Score -3.094319e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6349 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 9 contains 25858 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 80065 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22541 members 
Mstep: Class 22 contains 67606 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5567 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78641 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5176 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943194.000000 Penalty: 83762.359375
Iteration 113Q: 40 clusters Score -3.094319e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6353 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54911 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 25866 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 80065 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8591 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 22546 members 
Mstep: Class 22 contains 67608 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5549 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78611 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5178 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943198.000000 Penalty: 83762.359375
Iteration 114Q: 40 clusters Score -3.09432e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6358 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54912 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 25873 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 80065 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 8618 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22546 members 
Mstep: Class 22 contains 67609 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78590 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2279 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5180 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943214.000000 Penalty: 83762.359375
Iteration 115Q: 40 clusters Score -3.094321e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6363 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54913 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 25885 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 80063 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8649 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22547 members 
Mstep: Class 22 contains 67605 members 
Mstep: Class 23 contains 80648 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78566 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943204.000000 Penalty: 83762.359375
Iteration 116Q: 40 clusters Score -3.09432e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54912 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 25893 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 80063 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22549 members 
Mstep: Class 22 contains 67606 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78529 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5180 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943262.000000 Penalty: 83762.359375
Iteration 117Q: 40 clusters Score -3.094326e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54911 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19113 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 25900 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 80064 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22554 members 
Mstep: Class 22 contains 67610 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 78491 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5181 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943308.000000 Penalty: 83762.359375
Iteration 118Q: 40 clusters Score -3.094331e+07 nChanged 108
Entering ConstructFrom: 
Score: -30943308.000000 Penalty: 83762.359375
Entering ConstructFrom: 
Trying to split cluster 1 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -211905.343750 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -211905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -208908.625000 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -208908.6 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209834.750000 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -209834.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -210169.875000 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -210169.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -210458.968750 Penalty: 2654.850098
	Iteration 3F: 3 clusters Score -210459 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210666.296875 Penalty: 2654.850098
	Iteration 4F: 3 clusters Score -210666.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210828.984375 Penalty: 2654.850098
	Iteration 5Q: 3 clusters Score -210829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210965.156250 Penalty: 2654.850098
	Iteration 6Q: 3 clusters Score -210965.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211057.046875 Penalty: 2654.850098
	Iteration 7Q: 3 clusters Score -211057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -211124.781250 Penalty: 2654.850098
	Iteration 8Q: 3 clusters Score -211124.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -211181.062500 Penalty: 2654.850098
	Iteration 9Q: 3 clusters Score -211181.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211221.296875 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -211221.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -211244.781250 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -211244.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -211266.140625 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -211266.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -211280.796875 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -211280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -211288.765625 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -211288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -211293.843750 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -211293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -211297.234375 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -211297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -211298.406250 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -211298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -211299.906250 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -211299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -211300.437500 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -211300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -211302.625000 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -211302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -211306.625000 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -211306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -211307.234375 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -211307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -211307.703125 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -211307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -211307.718750 Penalty: 2654.850098
	Iteration 24Q: 3 clusters Score -211307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -211307.718750 Penalty: 2654.850098
	Iteration 25F: 3 clusters Score -211307.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -373289.281250 Penalty: 1423.497070
	Iteration 0F: 2 clusters Score -373289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -368489.218750 Penalty: 2846.994141
	Iteration 0F: 3 clusters Score -368489.2 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -369940.531250 Penalty: 2846.994141
	Iteration 1F: 3 clusters Score -369940.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -370165.750000 Penalty: 2846.994141
	Iteration 2F: 3 clusters Score -370165.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -370321.562500 Penalty: 2846.994141
	Iteration 3F: 3 clusters Score -370321.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -370454.218750 Penalty: 2846.994141
	Iteration 4Q: 3 clusters Score -370454.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -370600.156250 Penalty: 2846.994141
	Iteration 5Q: 3 clusters Score -370600.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -370756.812500 Penalty: 2846.994141
	Iteration 6Q: 3 clusters Score -370756.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -370936.718750 Penalty: 2846.994141
	Iteration 7Q: 3 clusters Score -370936.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -371124.812500 Penalty: 2846.994141
	Iteration 8Q: 3 clusters Score -371124.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -371281.781250 Penalty: 2846.994141
	Iteration 9Q: 3 clusters Score -371281.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -371388.375000 Penalty: 2846.994141
	Iteration 10Q: 3 clusters Score -371388.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -371482.156250 Penalty: 2846.994141
	Iteration 11Q: 3 clusters Score -371482.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -371575.625000 Penalty: 2846.994141
	Iteration 12Q: 3 clusters Score -371575.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -371691.156250 Penalty: 2846.994141
	Iteration 13Q: 3 clusters Score -371691.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -371805.187500 Penalty: 2846.994141
	Iteration 14Q: 3 clusters Score -371805.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -371905.968750 Penalty: 2846.994141
	Iteration 15Q: 3 clusters Score -371906 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -371991.343750 Penalty: 2846.994141
	Iteration 16Q: 3 clusters Score -371991.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -372099.500000 Penalty: 2846.994141
	Iteration 17Q: 3 clusters Score -372099.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -372235.156250 Penalty: 2846.994141
	Iteration 18Q: 3 clusters Score -372235.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -372362.906250 Penalty: 2846.994141
	Iteration 19Q: 3 clusters Score -372362.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -372459.812500 Penalty: 2846.994141
	Iteration 20F: 3 clusters Score -372459.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -372537.343750 Penalty: 2846.994141
	Iteration 21Q: 3 clusters Score -372537.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -372579.187500 Penalty: 2846.994141
	Iteration 22Q: 3 clusters Score -372579.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -372605.437500 Penalty: 2846.994141
	Iteration 23Q: 3 clusters Score -372605.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -372626.875000 Penalty: 2846.994141
	Iteration 24Q: 3 clusters Score -372626.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -372641.281250 Penalty: 2846.994141
	Iteration 25Q: 3 clusters Score -372641.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -372652.875000 Penalty: 2846.994141
	Iteration 26Q: 3 clusters Score -372652.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -372656.875000 Penalty: 2846.994141
	Iteration 27Q: 3 clusters Score -372656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -372660.968750 Penalty: 2846.994141
	Iteration 28Q: 3 clusters Score -372661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -372662.750000 Penalty: 2846.994141
	Iteration 29Q: 3 clusters Score -372662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -372663.906250 Penalty: 2846.994141
	Iteration 30Q: 3 clusters Score -372663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -372666.562500 Penalty: 2846.994141
	Iteration 31Q: 3 clusters Score -372666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -372668.000000 Penalty: 2846.994141
	Iteration 32Q: 3 clusters Score -372668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -372668.875000 Penalty: 2846.994141
	Iteration 33Q: 3 clusters Score -372668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -372669.468750 Penalty: 2846.994141
	Iteration 34Q: 3 clusters Score -372669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -372669.156250 Penalty: 2846.994141
	Iteration 35Q: 3 clusters Score -372669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -372669.843750 Penalty: 2846.994141
	Iteration 36Q: 3 clusters Score -372669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -372669.843750 Penalty: 2846.994141
	Iteration 37F: 3 clusters Score -372669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -482023.375000 Penalty: 1484.081909
	Iteration 0F: 2 clusters Score -482023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -475280.093750 Penalty: 2968.163818
	Iteration 0F: 3 clusters Score -475280.1 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -477653.843750 Penalty: 2968.163818
	Iteration 1F: 3 clusters Score -477653.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -478267.312500 Penalty: 2968.163818
	Iteration 2F: 3 clusters Score -478267.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -478884.968750 Penalty: 2968.163818
	Iteration 3F: 3 clusters Score -478885 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -479461.218750 Penalty: 2968.163818
	Iteration 4F: 3 clusters Score -479461.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -479998.312500 Penalty: 2968.163818
	Iteration 5F: 3 clusters Score -479998.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -480397.812500 Penalty: 2968.163818
	Iteration 6F: 3 clusters Score -480397.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -480669.125000 Penalty: 2968.163818
	Iteration 7Q: 3 clusters Score -480669.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -480850.687500 Penalty: 2968.163818
	Iteration 8Q: 3 clusters Score -480850.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -480977.656250 Penalty: 2968.163818
	Iteration 9Q: 3 clusters Score -480977.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -481082.437500 Penalty: 2968.163818
	Iteration 10Q: 3 clusters Score -481082.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -481187.625000 Penalty: 2968.163818
	Iteration 11Q: 3 clusters Score -481187.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -481268.593750 Penalty: 2968.163818
	Iteration 12Q: 3 clusters Score -481268.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -481322.062500 Penalty: 2968.163818
	Iteration 13Q: 3 clusters Score -481322.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -481354.031250 Penalty: 2968.163818
	Iteration 14Q: 3 clusters Score -481354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -481367.687500 Penalty: 2968.163818
	Iteration 15Q: 3 clusters Score -481367.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -481377.781250 Penalty: 2968.163818
	Iteration 16Q: 3 clusters Score -481377.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -481387.843750 Penalty: 2968.163818
	Iteration 17Q: 3 clusters Score -481387.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -481394.375000 Penalty: 2968.163818
	Iteration 18Q: 3 clusters Score -481394.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -481398.062500 Penalty: 2968.163818
	Iteration 19Q: 3 clusters Score -481398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -481400.250000 Penalty: 2968.163818
	Iteration 20F: 3 clusters Score -481400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -481405.000000 Penalty: 2968.163818
	Iteration 21Q: 3 clusters Score -481405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -481406.062500 Penalty: 2968.163818
	Iteration 22Q: 3 clusters Score -481406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -481407.593750 Penalty: 2968.163818
	Iteration 23Q: 3 clusters Score -481407.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -481409.656250 Penalty: 2968.163818
	Iteration 24Q: 3 clusters Score -481409.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -481410.875000 Penalty: 2968.163818
	Iteration 25Q: 3 clusters Score -481410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -481414.406250 Penalty: 2968.163818
	Iteration 26Q: 3 clusters Score -481414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -481417.656250 Penalty: 2968.163818
	Iteration 27Q: 3 clusters Score -481417.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -481422.500000 Penalty: 2968.163818
	Iteration 28Q: 3 clusters Score -481422.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -481427.656250 Penalty: 2968.163818
	Iteration 29Q: 3 clusters Score -481427.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -481433.250000 Penalty: 2968.163818
	Iteration 30Q: 3 clusters Score -481433.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -481438.625000 Penalty: 2968.163818
	Iteration 31Q: 3 clusters Score -481438.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -481445.906250 Penalty: 2968.163818
	Iteration 32Q: 3 clusters Score -481445.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -481454.312500 Penalty: 2968.163818
	Iteration 33Q: 3 clusters Score -481454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -481460.218750 Penalty: 2968.163818
	Iteration 34Q: 3 clusters Score -481460.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -481466.875000 Penalty: 2968.163818
	Iteration 35Q: 3 clusters Score -481466.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -481473.156250 Penalty: 2968.163818
	Iteration 36Q: 3 clusters Score -481473.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -481479.812500 Penalty: 2968.163818
	Iteration 37Q: 3 clusters Score -481479.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -481483.625000 Penalty: 2968.163818
	Iteration 38Q: 3 clusters Score -481483.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -481492.531250 Penalty: 2968.163818
	Iteration 39Q: 3 clusters Score -481492.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -481496.843750 Penalty: 2968.163818
	Iteration 40F: 3 clusters Score -481496.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -481505.625000 Penalty: 2968.163818
	Iteration 41Q: 3 clusters Score -481505.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -481512.718750 Penalty: 2968.163818
	Iteration 42Q: 3 clusters Score -481512.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -481527.593750 Penalty: 2968.163818
	Iteration 43Q: 3 clusters Score -481527.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -481545.343750 Penalty: 2968.163818
	Iteration 44Q: 3 clusters Score -481545.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -481577.000000 Penalty: 2968.163818
	Iteration 45Q: 3 clusters Score -481577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -481621.718750 Penalty: 2968.163818
	Iteration 46Q: 3 clusters Score -481621.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -481662.281250 Penalty: 2968.163818
	Iteration 47Q: 3 clusters Score -481662.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -481688.250000 Penalty: 2968.163818
	Iteration 48Q: 3 clusters Score -481688.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -481713.375000 Penalty: 2968.163818
	Iteration 49Q: 3 clusters Score -481713.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -481734.781250 Penalty: 2968.163818
	Iteration 50Q: 3 clusters Score -481734.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -481742.250000 Penalty: 2968.163818
	Iteration 51Q: 3 clusters Score -481742.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -481746.718750 Penalty: 2968.163818
	Iteration 52Q: 3 clusters Score -481746.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -481751.500000 Penalty: 2968.163818
	Iteration 53Q: 3 clusters Score -481751.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -481755.531250 Penalty: 2968.163818
	Iteration 54Q: 3 clusters Score -481755.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -481759.281250 Penalty: 2968.163818
	Iteration 55Q: 3 clusters Score -481759.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -481762.062500 Penalty: 2968.163818
	Iteration 56Q: 3 clusters Score -481762.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -481764.218750 Penalty: 2968.163818
	Iteration 57Q: 3 clusters Score -481764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -481765.281250 Penalty: 2968.163818
	Iteration 58Q: 3 clusters Score -481765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -481766.656250 Penalty: 2968.163818
	Iteration 59Q: 3 clusters Score -481766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -481768.750000 Penalty: 2968.163818
	Iteration 60F: 3 clusters Score -481768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -481768.437500 Penalty: 2968.163818
	Iteration 61Q: 3 clusters Score -481768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -481768.281250 Penalty: 2968.163818
	Iteration 62Q: 3 clusters Score -481768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -481768.625000 Penalty: 2968.163818
	Iteration 63Q: 3 clusters Score -481768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -481768.281250 Penalty: 2968.163818
	Iteration 64Q: 3 clusters Score -481768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -481769.906250 Penalty: 2968.163818
	Iteration 65Q: 3 clusters Score -481769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -481769.218750 Penalty: 2968.163818
	Iteration 66Q: 3 clusters Score -481769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -481769.218750 Penalty: 2968.163818
	Iteration 67F: 3 clusters Score -481769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -218003.390625 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -218003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -214839.656250 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -214839.7 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -215695.546875 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -215695.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215960.171875 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -215960.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -216209.484375 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -216209.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -216495.703125 Penalty: 2670.316406
	Iteration 4F: 3 clusters Score -216495.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -216751.937500 Penalty: 2670.316406
	Iteration 5F: 3 clusters Score -216751.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -217008.781250 Penalty: 2670.316406
	Iteration 6F: 3 clusters Score -217008.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217233.000000 Penalty: 2670.316406
	Iteration 7F: 3 clusters Score -217233 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -217409.875000 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -217409.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -217572.437500 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -217572.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -217666.406250 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -217666.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -217696.250000 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -217696.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -217715.359375 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -217715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -217724.390625 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -217724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -217730.750000 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -217730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -217733.593750 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -217733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217734.875000 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -217734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -217737.140625 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -217737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -217737.390625 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -217737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -217737.390625 Penalty: 2670.316406
	Iteration 19F: 3 clusters Score -217737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Entering Unmasked Estep 
Score: -3323064.250000 Penalty: 1773.441650
	Iteration 0F: 2 clusters Score -3323064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3286263.000000 Penalty: 3546.883301
	Iteration 0F: 3 clusters Score -3286263 nChanged 25884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3301126.750000 Penalty: 3546.883301
	Iteration 1F: 3 clusters Score -3301127 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -3301915.750000 Penalty: 3546.883301
	Iteration 2Q: 3 clusters Score -3301916 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -3303177.500000 Penalty: 3546.883301
	Iteration 3Q: 3 clusters Score -3303178 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -3305194.000000 Penalty: 3546.883301
	Iteration 4F: 3 clusters Score -3305194 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -3308365.250000 Penalty: 3546.883301
	Iteration 5F: 3 clusters Score -3308365 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -3312171.750000 Penalty: 3546.883301
	Iteration 6F: 3 clusters Score -3312172 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -3315798.500000 Penalty: 3546.883301
	Iteration 7F: 3 clusters Score -3315798 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -3318418.750000 Penalty: 3546.883301
	Iteration 8F: 3 clusters Score -3318419 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -3319946.000000 Penalty: 3546.883301
	Iteration 9Q: 3 clusters Score -3319946 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -3320746.250000 Penalty: 3546.883301
	Iteration 10Q: 3 clusters Score -3320746 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -3321139.000000 Penalty: 3546.883301
	Iteration 11Q: 3 clusters Score -3321139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -3321329.000000 Penalty: 3546.883301
	Iteration 12Q: 3 clusters Score -3321329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -3321409.000000 Penalty: 3546.883301
	Iteration 13Q: 3 clusters Score -3321409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -3321468.500000 Penalty: 3546.883301
	Iteration 14Q: 3 clusters Score -3321468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -3321486.000000 Penalty: 3546.883301
	Iteration 15Q: 3 clusters Score -3321486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -3321536.000000 Penalty: 3546.883301
	Iteration 16Q: 3 clusters Score -3321536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -3321557.250000 Penalty: 3546.883301
	Iteration 17Q: 3 clusters Score -3321557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -3321572.750000 Penalty: 3546.883301
	Iteration 18Q: 3 clusters Score -3321573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -3321589.250000 Penalty: 3546.883301
	Iteration 19Q: 3 clusters Score -3321589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -3321601.250000 Penalty: 3546.883301
	Iteration 20F: 3 clusters Score -3321601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -3321607.000000 Penalty: 3546.883301
	Iteration 21Q: 3 clusters Score -3321607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -3321608.750000 Penalty: 3546.883301
	Iteration 22Q: 3 clusters Score -3321609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -3321611.500000 Penalty: 3546.883301
	Iteration 23Q: 3 clusters Score -3321612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -3321618.500000 Penalty: 3546.883301
	Iteration 24Q: 3 clusters Score -3321618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -3321621.750000 Penalty: 3546.883301
	Iteration 25Q: 3 clusters Score -3321622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -3321627.750000 Penalty: 3546.883301
	Iteration 26Q: 3 clusters Score -3321628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -3321628.750000 Penalty: 3546.883301
	Iteration 27Q: 3 clusters Score -3321629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -3321630.000000 Penalty: 3546.883301
	Iteration 28Q: 3 clusters Score -3321630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -3321634.750000 Penalty: 3546.883301
	Iteration 29Q: 3 clusters Score -3321635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -3321638.500000 Penalty: 3546.883301
	Iteration 30Q: 3 clusters Score -3321638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -3321639.500000 Penalty: 3546.883301
	Iteration 31Q: 3 clusters Score -3321640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -3321637.750000 Penalty: 3546.883301
	Iteration 32Q: 3 clusters Score -3321638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -3321637.750000 Penalty: 3546.883301
	Iteration 33F: 3 clusters Score -3321638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Entering Unmasked Estep 
Score: -689628.125000 Penalty: 1518.356934
	Iteration 0F: 2 clusters Score -689628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -681581.562500 Penalty: 3036.713867
	Iteration 0F: 3 clusters Score -681581.6 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -684228.437500 Penalty: 3036.713867
	Iteration 1F: 3 clusters Score -684228.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -684486.437500 Penalty: 3036.713867
	Iteration 2F: 3 clusters Score -684486.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -684651.000000 Penalty: 3036.713867
	Iteration 3Q: 3 clusters Score -684651 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -684756.875000 Penalty: 3036.713867
	Iteration 4Q: 3 clusters Score -684756.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -684856.250000 Penalty: 3036.713867
	Iteration 5Q: 3 clusters Score -684856.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -684952.000000 Penalty: 3036.713867
	Iteration 6Q: 3 clusters Score -684952 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -685046.312500 Penalty: 3036.713867
	Iteration 7Q: 3 clusters Score -685046.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -685144.437500 Penalty: 3036.713867
	Iteration 8Q: 3 clusters Score -685144.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -685264.312500 Penalty: 3036.713867
	Iteration 9Q: 3 clusters Score -685264.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -685416.000000 Penalty: 3036.713867
	Iteration 10Q: 3 clusters Score -685416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -685575.375000 Penalty: 3036.713867
	Iteration 11Q: 3 clusters Score -685575.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -685762.187500 Penalty: 3036.713867
	Iteration 12Q: 3 clusters Score -685762.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -685996.562500 Penalty: 3036.713867
	Iteration 13Q: 3 clusters Score -685996.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -686243.000000 Penalty: 3036.713867
	Iteration 14Q: 3 clusters Score -686243 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -686509.437500 Penalty: 3036.713867
	Iteration 15Q: 3 clusters Score -686509.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -686721.375000 Penalty: 3036.713867
	Iteration 16Q: 3 clusters Score -686721.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -686873.937500 Penalty: 3036.713867
	Iteration 17Q: 3 clusters Score -686873.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -686979.812500 Penalty: 3036.713867
	Iteration 18Q: 3 clusters Score -686979.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -687039.000000 Penalty: 3036.713867
	Iteration 19Q: 3 clusters Score -687039 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -687068.187500 Penalty: 3036.713867
	Iteration 20F: 3 clusters Score -687068.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -687088.187500 Penalty: 3036.713867
	Iteration 21Q: 3 clusters Score -687088.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -687099.000000 Penalty: 3036.713867
	Iteration 22Q: 3 clusters Score -687099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -687105.812500 Penalty: 3036.713867
	Iteration 23Q: 3 clusters Score -687105.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -687110.625000 Penalty: 3036.713867
	Iteration 24Q: 3 clusters Score -687110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -687109.875000 Penalty: 3036.713867
	Iteration 25Q: 3 clusters Score -687109.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -687111.937500 Penalty: 3036.713867
	Iteration 26Q: 3 clusters Score -687111.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -687112.937500 Penalty: 3036.713867
	Iteration 27Q: 3 clusters Score -687112.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -687114.812500 Penalty: 3036.713867
	Iteration 28Q: 3 clusters Score -687114.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -687115.187500 Penalty: 3036.713867
	Iteration 29Q: 3 clusters Score -687115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -687117.500000 Penalty: 3036.713867
	Iteration 30Q: 3 clusters Score -687117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -687116.625000 Penalty: 3036.713867
	Iteration 31Q: 3 clusters Score -687116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -687117.937500 Penalty: 3036.713867
	Iteration 32Q: 3 clusters Score -687117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -687120.312500 Penalty: 3036.713867
	Iteration 33Q: 3 clusters Score -687120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -687120.125000 Penalty: 3036.713867
	Iteration 34Q: 3 clusters Score -687120.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -687119.937500 Penalty: 3036.713867
	Iteration 35Q: 3 clusters Score -687119.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -687122.437500 Penalty: 3036.713867
	Iteration 36Q: 3 clusters Score -687122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -687124.875000 Penalty: 3036.713867
	Iteration 37Q: 3 clusters Score -687124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -687124.562500 Penalty: 3036.713867
	Iteration 38Q: 3 clusters Score -687124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -687125.312500 Penalty: 3036.713867
	Iteration 39Q: 3 clusters Score -687125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -687127.375000 Penalty: 3036.713867
	Iteration 40F: 3 clusters Score -687127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -687128.375000 Penalty: 3036.713867
	Iteration 41Q: 3 clusters Score -687128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -687130.375000 Penalty: 3036.713867
	Iteration 42Q: 3 clusters Score -687130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -687133.500000 Penalty: 3036.713867
	Iteration 43Q: 3 clusters Score -687133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -687133.625000 Penalty: 3036.713867
	Iteration 44Q: 3 clusters Score -687133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -687134.375000 Penalty: 3036.713867
	Iteration 45Q: 3 clusters Score -687134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -687134.187500 Penalty: 3036.713867
	Iteration 46Q: 3 clusters Score -687134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -687136.000000 Penalty: 3036.713867
	Iteration 47Q: 3 clusters Score -687136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -687135.062500 Penalty: 3036.713867
	Iteration 48Q: 3 clusters Score -687135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -687133.500000 Penalty: 3036.713867
	Iteration 49Q: 3 clusters Score -687133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -687134.562500 Penalty: 3036.713867
	Iteration 50Q: 3 clusters Score -687134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -687134.187500 Penalty: 3036.713867
	Iteration 51Q: 3 clusters Score -687134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -687135.187500 Penalty: 3036.713867
	Iteration 52Q: 3 clusters Score -687135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -687136.000000 Penalty: 3036.713867
	Iteration 53Q: 3 clusters Score -687136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -687137.687500 Penalty: 3036.713867
	Iteration 54Q: 3 clusters Score -687137.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -687138.875000 Penalty: 3036.713867
	Iteration 55Q: 3 clusters Score -687138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -687138.812500 Penalty: 3036.713867
	Iteration 56Q: 3 clusters Score -687138.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -687140.937500 Penalty: 3036.713867
	Iteration 57Q: 3 clusters Score -687140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -687140.562500 Penalty: 3036.713867
	Iteration 58Q: 3 clusters Score -687140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -687145.437500 Penalty: 3036.713867
	Iteration 59Q: 3 clusters Score -687145.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -687145.375000 Penalty: 3036.713867
	Iteration 60F: 3 clusters Score -687145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -687144.812500 Penalty: 3036.713867
	Iteration 61Q: 3 clusters Score -687144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -687145.375000 Penalty: 3036.713867
	Iteration 62Q: 3 clusters Score -687145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -687146.937500 Penalty: 3036.713867
	Iteration 63Q: 3 clusters Score -687146.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -687146.687500 Penalty: 3036.713867
	Iteration 64Q: 3 clusters Score -687146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -687146.500000 Penalty: 3036.713867
	Iteration 65Q: 3 clusters Score -687146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -687147.562500 Penalty: 3036.713867
	Iteration 66Q: 3 clusters Score -687147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -687147.562500 Penalty: 3036.713867
	Iteration 67Q: 3 clusters Score -687147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -687148.125000 Penalty: 3036.713867
	Iteration 68Q: 3 clusters Score -687148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -687146.750000 Penalty: 3036.713867
	Iteration 69Q: 3 clusters Score -687146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -687146.500000 Penalty: 3036.713867
	Iteration 70Q: 3 clusters Score -687146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -687147.250000 Penalty: 3036.713867
	Iteration 71Q: 3 clusters Score -687147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -687147.250000 Penalty: 3036.713867
	Iteration 72F: 3 clusters Score -687147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -1148781.375000 Penalty: 1601.953613
	Iteration 0F: 2 clusters Score -1148781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1135614.750000 Penalty: 3203.907227
	Iteration 0F: 3 clusters Score -1135615 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1140318.250000 Penalty: 3203.907227
	Iteration 1F: 3 clusters Score -1140318 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1140630.625000 Penalty: 3203.907227
	Iteration 2Q: 3 clusters Score -1140631 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1140912.000000 Penalty: 3203.907227
	Iteration 3Q: 3 clusters Score -1140912 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1141212.000000 Penalty: 3203.907227
	Iteration 4Q: 3 clusters Score -1141212 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1141575.125000 Penalty: 3203.907227
	Iteration 5Q: 3 clusters Score -1141575 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1142075.625000 Penalty: 3203.907227
	Iteration 6F: 3 clusters Score -1142076 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1142706.625000 Penalty: 3203.907227
	Iteration 7F: 3 clusters Score -1142707 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1143406.875000 Penalty: 3203.907227
	Iteration 8F: 3 clusters Score -1143407 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1144113.625000 Penalty: 3203.907227
	Iteration 9F: 3 clusters Score -1144114 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1144773.625000 Penalty: 3203.907227
	Iteration 10F: 3 clusters Score -1144774 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1145289.500000 Penalty: 3203.907227
	Iteration 11Q: 3 clusters Score -1145290 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1145721.500000 Penalty: 3203.907227
	Iteration 12Q: 3 clusters Score -1145722 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1146038.250000 Penalty: 3203.907227
	Iteration 13Q: 3 clusters Score -1146038 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1146263.750000 Penalty: 3203.907227
	Iteration 14Q: 3 clusters Score -1146264 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1146403.750000 Penalty: 3203.907227
	Iteration 15Q: 3 clusters Score -1146404 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1146510.000000 Penalty: 3203.907227
	Iteration 16Q: 3 clusters Score -1146510 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1146611.500000 Penalty: 3203.907227
	Iteration 17Q: 3 clusters Score -1146612 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1146727.250000 Penalty: 3203.907227
	Iteration 18Q: 3 clusters Score -1146727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1146864.750000 Penalty: 3203.907227
	Iteration 19Q: 3 clusters Score -1146865 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1146967.625000 Penalty: 3203.907227
	Iteration 20F: 3 clusters Score -1146968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1147062.125000 Penalty: 3203.907227
	Iteration 21Q: 3 clusters Score -1147062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1147136.375000 Penalty: 3203.907227
	Iteration 22Q: 3 clusters Score -1147136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1147179.375000 Penalty: 3203.907227
	Iteration 23Q: 3 clusters Score -1147179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1147208.000000 Penalty: 3203.907227
	Iteration 24Q: 3 clusters Score -1147208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1147225.750000 Penalty: 3203.907227
	Iteration 25Q: 3 clusters Score -1147226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1147246.125000 Penalty: 3203.907227
	Iteration 26Q: 3 clusters Score -1147246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1147266.875000 Penalty: 3203.907227
	Iteration 27Q: 3 clusters Score -1147267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1147287.875000 Penalty: 3203.907227
	Iteration 28Q: 3 clusters Score -1147288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1147301.875000 Penalty: 3203.907227
	Iteration 29Q: 3 clusters Score -1147302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1147311.500000 Penalty: 3203.907227
	Iteration 30Q: 3 clusters Score -1147312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1147322.250000 Penalty: 3203.907227
	Iteration 31Q: 3 clusters Score -1147322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1147335.250000 Penalty: 3203.907227
	Iteration 32Q: 3 clusters Score -1147335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1147342.875000 Penalty: 3203.907227
	Iteration 33Q: 3 clusters Score -1147343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1147358.500000 Penalty: 3203.907227
	Iteration 34Q: 3 clusters Score -1147358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1147370.125000 Penalty: 3203.907227
	Iteration 35Q: 3 clusters Score -1147370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1147382.750000 Penalty: 3203.907227
	Iteration 36Q: 3 clusters Score -1147383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1147394.375000 Penalty: 3203.907227
	Iteration 37Q: 3 clusters Score -1147394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1147400.375000 Penalty: 3203.907227
	Iteration 38Q: 3 clusters Score -1147400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1147411.625000 Penalty: 3203.907227
	Iteration 39Q: 3 clusters Score -1147412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1147415.250000 Penalty: 3203.907227
	Iteration 40F: 3 clusters Score -1147415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1147418.250000 Penalty: 3203.907227
	Iteration 41Q: 3 clusters Score -1147418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1147418.125000 Penalty: 3203.907227
	Iteration 42Q: 3 clusters Score -1147418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1147419.000000 Penalty: 3203.907227
	Iteration 43Q: 3 clusters Score -1147419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1147420.375000 Penalty: 3203.907227
	Iteration 44Q: 3 clusters Score -1147420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1147422.500000 Penalty: 3203.907227
	Iteration 45Q: 3 clusters Score -1147422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1147425.250000 Penalty: 3203.907227
	Iteration 46Q: 3 clusters Score -1147425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1147431.000000 Penalty: 3203.907227
	Iteration 47Q: 3 clusters Score -1147431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1147436.125000 Penalty: 3203.907227
	Iteration 48Q: 3 clusters Score -1147436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1147437.875000 Penalty: 3203.907227
	Iteration 49Q: 3 clusters Score -1147438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1147439.500000 Penalty: 3203.907227
	Iteration 50Q: 3 clusters Score -1147440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1147441.625000 Penalty: 3203.907227
	Iteration 51Q: 3 clusters Score -1147442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1147443.000000 Penalty: 3203.907227
	Iteration 52Q: 3 clusters Score -1147443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1147443.125000 Penalty: 3203.907227
	Iteration 53Q: 3 clusters Score -1147443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1147444.500000 Penalty: 3203.907227
	Iteration 54Q: 3 clusters Score -1147444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1147444.750000 Penalty: 3203.907227
	Iteration 55Q: 3 clusters Score -1147445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1147443.125000 Penalty: 3203.907227
	Iteration 56Q: 3 clusters Score -1147443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1147443.375000 Penalty: 3203.907227
	Iteration 57Q: 3 clusters Score -1147443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1147443.375000 Penalty: 3203.907227
	Iteration 58F: 3 clusters Score -1147443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -190309.375000 Penalty: 1322.184204
	Iteration 0F: 2 clusters Score -190309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -187321.968750 Penalty: 2644.368408
	Iteration 0F: 3 clusters Score -187322 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -188320.203125 Penalty: 2644.368408
	Iteration 1F: 3 clusters Score -188320.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -188804.000000 Penalty: 2644.368408
	Iteration 2F: 3 clusters Score -188804 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -189079.046875 Penalty: 2644.368408
	Iteration 3F: 3 clusters Score -189079 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -189249.781250 Penalty: 2644.368408
	Iteration 4F: 3 clusters Score -189249.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -189372.875000 Penalty: 2644.368408
	Iteration 5Q: 3 clusters Score -189372.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -189463.656250 Penalty: 2644.368408
	Iteration 6Q: 3 clusters Score -189463.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -189527.281250 Penalty: 2644.368408
	Iteration 7Q: 3 clusters Score -189527.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -189583.484375 Penalty: 2644.368408
	Iteration 8Q: 3 clusters Score -189583.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -189632.843750 Penalty: 2644.368408
	Iteration 9Q: 3 clusters Score -189632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -189660.359375 Penalty: 2644.368408
	Iteration 10Q: 3 clusters Score -189660.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -189689.562500 Penalty: 2644.368408
	Iteration 11Q: 3 clusters Score -189689.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -189716.578125 Penalty: 2644.368408
	Iteration 12Q: 3 clusters Score -189716.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -189732.640625 Penalty: 2644.368408
	Iteration 13Q: 3 clusters Score -189732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -189742.765625 Penalty: 2644.368408
	Iteration 14Q: 3 clusters Score -189742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -189748.328125 Penalty: 2644.368408
	Iteration 15Q: 3 clusters Score -189748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -189753.375000 Penalty: 2644.368408
	Iteration 16Q: 3 clusters Score -189753.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -189759.109375 Penalty: 2644.368408
	Iteration 17Q: 3 clusters Score -189759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -189761.593750 Penalty: 2644.368408
	Iteration 18Q: 3 clusters Score -189761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -189766.250000 Penalty: 2644.368408
	Iteration 19Q: 3 clusters Score -189766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -189771.156250 Penalty: 2644.368408
	Iteration 20F: 3 clusters Score -189771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -189781.656250 Penalty: 2644.368408
	Iteration 21Q: 3 clusters Score -189781.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -189790.765625 Penalty: 2644.368408
	Iteration 22Q: 3 clusters Score -189790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -189800.484375 Penalty: 2644.368408
	Iteration 23Q: 3 clusters Score -189800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -189808.359375 Penalty: 2644.368408
	Iteration 24Q: 3 clusters Score -189808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -189814.437500 Penalty: 2644.368408
	Iteration 25Q: 3 clusters Score -189814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -189820.718750 Penalty: 2644.368408
	Iteration 26Q: 3 clusters Score -189820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -189823.609375 Penalty: 2644.368408
	Iteration 27Q: 3 clusters Score -189823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -189827.468750 Penalty: 2644.368408
	Iteration 28Q: 3 clusters Score -189827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -189830.515625 Penalty: 2644.368408
	Iteration 29Q: 3 clusters Score -189830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -189831.625000 Penalty: 2644.368408
	Iteration 30Q: 3 clusters Score -189831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -189831.625000 Penalty: 2644.368408
	Iteration 31F: 3 clusters Score -189831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Entering Unmasked Estep 
Score: -1572726.625000 Penalty: 1651.368652
	Iteration 0F: 2 clusters Score -1572727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1555257.125000 Penalty: 3302.737305
	Iteration 0F: 3 clusters Score -1555257 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1561872.875000 Penalty: 3302.737305
	Iteration 1F: 3 clusters Score -1561873 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1562288.500000 Penalty: 3302.737305
	Iteration 2Q: 3 clusters Score -1562288 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1562691.875000 Penalty: 3302.737305
	Iteration 3Q: 3 clusters Score -1562692 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1563142.125000 Penalty: 3302.737305
	Iteration 4Q: 3 clusters Score -1563142 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1563635.625000 Penalty: 3302.737305
	Iteration 5Q: 3 clusters Score -1563636 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1564271.875000 Penalty: 3302.737305
	Iteration 6Q: 3 clusters Score -1564272 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1565083.875000 Penalty: 3302.737305
	Iteration 7Q: 3 clusters Score -1565084 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1565962.125000 Penalty: 3302.737305
	Iteration 8F: 3 clusters Score -1565962 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1566684.125000 Penalty: 3302.737305
	Iteration 9Q: 3 clusters Score -1566684 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1567124.625000 Penalty: 3302.737305
	Iteration 10Q: 3 clusters Score -1567125 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1567344.750000 Penalty: 3302.737305
	Iteration 11Q: 3 clusters Score -1567345 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1567454.500000 Penalty: 3302.737305
	Iteration 12Q: 3 clusters Score -1567454 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1567515.625000 Penalty: 3302.737305
	Iteration 13Q: 3 clusters Score -1567516 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1567557.125000 Penalty: 3302.737305
	Iteration 14Q: 3 clusters Score -1567557 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1567591.250000 Penalty: 3302.737305
	Iteration 15Q: 3 clusters Score -1567591 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1567617.875000 Penalty: 3302.737305
	Iteration 16Q: 3 clusters Score -1567618 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1567655.500000 Penalty: 3302.737305
	Iteration 17Q: 3 clusters Score -1567656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1567681.875000 Penalty: 3302.737305
	Iteration 18Q: 3 clusters Score -1567682 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1567707.000000 Penalty: 3302.737305
	Iteration 19Q: 3 clusters Score -1567707 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1567737.625000 Penalty: 3302.737305
	Iteration 20F: 3 clusters Score -1567738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1567763.625000 Penalty: 3302.737305
	Iteration 21Q: 3 clusters Score -1567764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1567804.500000 Penalty: 3302.737305
	Iteration 22Q: 3 clusters Score -1567804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1567844.250000 Penalty: 3302.737305
	Iteration 23Q: 3 clusters Score -1567844 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1567892.375000 Penalty: 3302.737305
	Iteration 24Q: 3 clusters Score -1567892 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1567933.375000 Penalty: 3302.737305
	Iteration 25Q: 3 clusters Score -1567933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1567983.750000 Penalty: 3302.737305
	Iteration 26Q: 3 clusters Score -1567984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1568030.500000 Penalty: 3302.737305
	Iteration 27Q: 3 clusters Score -1568030 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1568075.625000 Penalty: 3302.737305
	Iteration 28Q: 3 clusters Score -1568076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1568126.000000 Penalty: 3302.737305
	Iteration 29Q: 3 clusters Score -1568126 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1568181.500000 Penalty: 3302.737305
	Iteration 30Q: 3 clusters Score -1568182 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1568233.500000 Penalty: 3302.737305
	Iteration 31Q: 3 clusters Score -1568234 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1568299.500000 Penalty: 3302.737305
	Iteration 32Q: 3 clusters Score -1568300 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1568362.000000 Penalty: 3302.737305
	Iteration 33Q: 3 clusters Score -1568362 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1568434.750000 Penalty: 3302.737305
	Iteration 34Q: 3 clusters Score -1568435 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1568533.500000 Penalty: 3302.737305
	Iteration 35Q: 3 clusters Score -1568534 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1568649.250000 Penalty: 3302.737305
	Iteration 36Q: 3 clusters Score -1568649 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1568772.625000 Penalty: 3302.737305
	Iteration 37Q: 3 clusters Score -1568773 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1568906.125000 Penalty: 3302.737305
	Iteration 38Q: 3 clusters Score -1568906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1569038.000000 Penalty: 3302.737305
	Iteration 39Q: 3 clusters Score -1569038 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1569141.125000 Penalty: 3302.737305
	Iteration 40F: 3 clusters Score -1569141 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -1569242.875000 Penalty: 3302.737305
	Iteration 41Q: 3 clusters Score -1569243 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -1569366.875000 Penalty: 3302.737305
	Iteration 42Q: 3 clusters Score -1569367 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -1569504.750000 Penalty: 3302.737305
	Iteration 43Q: 3 clusters Score -1569505 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -1569669.875000 Penalty: 3302.737305
	Iteration 44Q: 3 clusters Score -1569670 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1569845.375000 Penalty: 3302.737305
	Iteration 45Q: 3 clusters Score -1569845 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -1570026.125000 Penalty: 3302.737305
	Iteration 46Q: 3 clusters Score -1570026 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -1570195.250000 Penalty: 3302.737305
	Iteration 47Q: 3 clusters Score -1570195 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -1570367.625000 Penalty: 3302.737305
	Iteration 48Q: 3 clusters Score -1570368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -1570522.875000 Penalty: 3302.737305
	Iteration 49Q: 3 clusters Score -1570523 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -1570680.375000 Penalty: 3302.737305
	Iteration 50Q: 3 clusters Score -1570680 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -1570810.375000 Penalty: 3302.737305
	Iteration 51Q: 3 clusters Score -1570810 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1570905.500000 Penalty: 3302.737305
	Iteration 52Q: 3 clusters Score -1570906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -1570982.625000 Penalty: 3302.737305
	Iteration 53Q: 3 clusters Score -1570983 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -1571046.250000 Penalty: 3302.737305
	Iteration 54Q: 3 clusters Score -1571046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -1571080.875000 Penalty: 3302.737305
	Iteration 55Q: 3 clusters Score -1571081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -1571118.500000 Penalty: 3302.737305
	Iteration 56Q: 3 clusters Score -1571118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -1571147.000000 Penalty: 3302.737305
	Iteration 57Q: 3 clusters Score -1571147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1571168.875000 Penalty: 3302.737305
	Iteration 58Q: 3 clusters Score -1571169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1571180.250000 Penalty: 3302.737305
	Iteration 59Q: 3 clusters Score -1571180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -1571186.375000 Penalty: 3302.737305
	Iteration 60F: 3 clusters Score -1571186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -1571196.375000 Penalty: 3302.737305
	Iteration 61Q: 3 clusters Score -1571196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -1571202.500000 Penalty: 3302.737305
	Iteration 62Q: 3 clusters Score -1571202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -1571210.750000 Penalty: 3302.737305
	Iteration 63Q: 3 clusters Score -1571211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1571215.250000 Penalty: 3302.737305
	Iteration 64Q: 3 clusters Score -1571215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -1571216.500000 Penalty: 3302.737305
	Iteration 65Q: 3 clusters Score -1571216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -1571221.250000 Penalty: 3302.737305
	Iteration 66Q: 3 clusters Score -1571221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -1571225.375000 Penalty: 3302.737305
	Iteration 67Q: 3 clusters Score -1571225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1571231.000000 Penalty: 3302.737305
	Iteration 68Q: 3 clusters Score -1571231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -1571231.875000 Penalty: 3302.737305
	Iteration 69Q: 3 clusters Score -1571232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -1571237.250000 Penalty: 3302.737305
	Iteration 70Q: 3 clusters Score -1571237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -1571241.250000 Penalty: 3302.737305
	Iteration 71Q: 3 clusters Score -1571241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -1571254.250000 Penalty: 3302.737305
	Iteration 72Q: 3 clusters Score -1571254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -1571258.000000 Penalty: 3302.737305
	Iteration 73Q: 3 clusters Score -1571258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -1571263.250000 Penalty: 3302.737305
	Iteration 74Q: 3 clusters Score -1571263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -1571267.125000 Penalty: 3302.737305
	Iteration 75Q: 3 clusters Score -1571267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -1571273.875000 Penalty: 3302.737305
	Iteration 76Q: 3 clusters Score -1571274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1571273.375000 Penalty: 3302.737305
	Iteration 77Q: 3 clusters Score -1571273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1571278.375000 Penalty: 3302.737305
	Iteration 78Q: 3 clusters Score -1571278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -1571280.000000 Penalty: 3302.737305
	Iteration 79Q: 3 clusters Score -1571280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1571280.875000 Penalty: 3302.737305
	Iteration 80F: 3 clusters Score -1571281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -1571281.500000 Penalty: 3302.737305
	Iteration 81Q: 3 clusters Score -1571282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -1571281.500000 Penalty: 3302.737305
	Iteration 82F: 3 clusters Score -1571282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -50295.292969 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -50295.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -48920.171875 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -48920.17 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49146.343750 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -49146.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49215.765625 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -49215.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49246.546875 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -49246.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49261.273438 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -49261.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49268.261719 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -49268.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49273.566406 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -49273.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49275.867188 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -49275.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49276.519531 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -49276.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49279.394531 Penalty: 2203.104980
	Iteration 9Q: 3 clusters Score -49279.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49282.503906 Penalty: 2203.104980
	Iteration 10Q: 3 clusters Score -49282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49282.679688 Penalty: 2203.104980
	Iteration 11Q: 3 clusters Score -49282.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49282.679688 Penalty: 2203.104980
	Iteration 12F: 3 clusters Score -49282.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -365448.906250 Penalty: 1421.108643
	Iteration 0F: 2 clusters Score -365448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -360626.281250 Penalty: 2842.217285
	Iteration 0F: 3 clusters Score -360626.3 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -362132.500000 Penalty: 2842.217285
	Iteration 1F: 3 clusters Score -362132.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -362357.437500 Penalty: 2842.217285
	Iteration 2F: 3 clusters Score -362357.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -362589.718750 Penalty: 2842.217285
	Iteration 3F: 3 clusters Score -362589.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -362949.218750 Penalty: 2842.217285
	Iteration 4Q: 3 clusters Score -362949.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -363301.906250 Penalty: 2842.217285
	Iteration 5F: 3 clusters Score -363301.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -363519.843750 Penalty: 2842.217285
	Iteration 6F: 3 clusters Score -363519.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -363680.062500 Penalty: 2842.217285
	Iteration 7Q: 3 clusters Score -363680.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -363809.500000 Penalty: 2842.217285
	Iteration 8Q: 3 clusters Score -363809.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -363910.281250 Penalty: 2842.217285
	Iteration 9Q: 3 clusters Score -363910.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -364013.281250 Penalty: 2842.217285
	Iteration 10Q: 3 clusters Score -364013.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -364118.906250 Penalty: 2842.217285
	Iteration 11Q: 3 clusters Score -364118.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -364210.656250 Penalty: 2842.217285
	Iteration 12Q: 3 clusters Score -364210.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -364311.125000 Penalty: 2842.217285
	Iteration 13Q: 3 clusters Score -364311.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -364417.906250 Penalty: 2842.217285
	Iteration 14Q: 3 clusters Score -364417.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -364546.093750 Penalty: 2842.217285
	Iteration 15Q: 3 clusters Score -364546.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -364649.906250 Penalty: 2842.217285
	Iteration 16Q: 3 clusters Score -364649.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -364747.031250 Penalty: 2842.217285
	Iteration 17Q: 3 clusters Score -364747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -364825.312500 Penalty: 2842.217285
	Iteration 18Q: 3 clusters Score -364825.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -364891.843750 Penalty: 2842.217285
	Iteration 19Q: 3 clusters Score -364891.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -364952.406250 Penalty: 2842.217285
	Iteration 20F: 3 clusters Score -364952.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -365012.937500 Penalty: 2842.217285
	Iteration 21Q: 3 clusters Score -365012.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -365066.531250 Penalty: 2842.217285
	Iteration 22Q: 3 clusters Score -365066.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -365102.593750 Penalty: 2842.217285
	Iteration 23Q: 3 clusters Score -365102.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -365128.812500 Penalty: 2842.217285
	Iteration 24Q: 3 clusters Score -365128.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -365143.718750 Penalty: 2842.217285
	Iteration 25Q: 3 clusters Score -365143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -365155.187500 Penalty: 2842.217285
	Iteration 26Q: 3 clusters Score -365155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -365162.093750 Penalty: 2842.217285
	Iteration 27Q: 3 clusters Score -365162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -365171.281250 Penalty: 2842.217285
	Iteration 28Q: 3 clusters Score -365171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -365179.156250 Penalty: 2842.217285
	Iteration 29Q: 3 clusters Score -365179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -365187.812500 Penalty: 2842.217285
	Iteration 30Q: 3 clusters Score -365187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -365192.687500 Penalty: 2842.217285
	Iteration 31Q: 3 clusters Score -365192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -365199.343750 Penalty: 2842.217285
	Iteration 32Q: 3 clusters Score -365199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -365203.093750 Penalty: 2842.217285
	Iteration 33Q: 3 clusters Score -365203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -365203.718750 Penalty: 2842.217285
	Iteration 34Q: 3 clusters Score -365203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -365205.218750 Penalty: 2842.217285
	Iteration 35Q: 3 clusters Score -365205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -365205.218750 Penalty: 2842.217285
	Iteration 36F: 3 clusters Score -365205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Entering Unmasked Estep 
Score: -4843635.500000 Penalty: 1834.719482
	Iteration 0F: 2 clusters Score -4843636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4790171.500000 Penalty: 3669.438965
	Iteration 0F: 3 clusters Score -4790172 nChanged 37904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -4813340.500000 Penalty: 3669.438965
	Iteration 1F: 3 clusters Score -4813340 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -4815289.000000 Penalty: 3669.438965
	Iteration 2Q: 3 clusters Score -4815289 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -4817435.000000 Penalty: 3669.438965
	Iteration 3F: 3 clusters Score -4817435 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -4819847.500000 Penalty: 3669.438965
	Iteration 4F: 3 clusters Score -4819848 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -4822447.500000 Penalty: 3669.438965
	Iteration 5F: 3 clusters Score -4822448 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -4825152.000000 Penalty: 3669.438965
	Iteration 6F: 3 clusters Score -4825152 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -4827726.000000 Penalty: 3669.438965
	Iteration 7F: 3 clusters Score -4827726 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -4829981.000000 Penalty: 3669.438965
	Iteration 8F: 3 clusters Score -4829981 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -4832205.500000 Penalty: 3669.438965
	Iteration 9Q: 3 clusters Score -4832206 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -4834469.500000 Penalty: 3669.438965
	Iteration 10Q: 3 clusters Score -4834470 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -4836741.500000 Penalty: 3669.438965
	Iteration 11Q: 3 clusters Score -4836742 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -4838688.500000 Penalty: 3669.438965
	Iteration 12Q: 3 clusters Score -4838688 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -4840052.500000 Penalty: 3669.438965
	Iteration 13Q: 3 clusters Score -4840052 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -4840951.000000 Penalty: 3669.438965
	Iteration 14Q: 3 clusters Score -4840951 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -4841476.500000 Penalty: 3669.438965
	Iteration 15Q: 3 clusters Score -4841476 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -4841761.500000 Penalty: 3669.438965
	Iteration 16Q: 3 clusters Score -4841762 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -4841921.000000 Penalty: 3669.438965
	Iteration 17Q: 3 clusters Score -4841921 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -4842049.000000 Penalty: 3669.438965
	Iteration 18Q: 3 clusters Score -4842049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -4842106.500000 Penalty: 3669.438965
	Iteration 19Q: 3 clusters Score -4842106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -4842142.000000 Penalty: 3669.438965
	Iteration 20F: 3 clusters Score -4842142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -4842174.000000 Penalty: 3669.438965
	Iteration 21Q: 3 clusters Score -4842174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -4842221.500000 Penalty: 3669.438965
	Iteration 22Q: 3 clusters Score -4842222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -4842249.500000 Penalty: 3669.438965
	Iteration 23Q: 3 clusters Score -4842250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -4842271.500000 Penalty: 3669.438965
	Iteration 24Q: 3 clusters Score -4842272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -4842286.000000 Penalty: 3669.438965
	Iteration 25Q: 3 clusters Score -4842286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -4842309.000000 Penalty: 3669.438965
	Iteration 26Q: 3 clusters Score -4842309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -4842322.000000 Penalty: 3669.438965
	Iteration 27Q: 3 clusters Score -4842322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -4842325.500000 Penalty: 3669.438965
	Iteration 28Q: 3 clusters Score -4842326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -4842337.500000 Penalty: 3669.438965
	Iteration 29Q: 3 clusters Score -4842338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -4842334.500000 Penalty: 3669.438965
	Iteration 30Q: 3 clusters Score -4842334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -4842338.000000 Penalty: 3669.438965
	Iteration 31Q: 3 clusters Score -4842338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -4842338.000000 Penalty: 3669.438965
	Iteration 32Q: 3 clusters Score -4842338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -4842346.000000 Penalty: 3669.438965
	Iteration 33Q: 3 clusters Score -4842346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -4842346.500000 Penalty: 3669.438965
	Iteration 34Q: 3 clusters Score -4842346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -4842352.000000 Penalty: 3669.438965
	Iteration 35Q: 3 clusters Score -4842352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -4842356.500000 Penalty: 3669.438965
	Iteration 36Q: 3 clusters Score -4842356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -4842357.500000 Penalty: 3669.438965
	Iteration 37Q: 3 clusters Score -4842358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -4842360.000000 Penalty: 3669.438965
	Iteration 38Q: 3 clusters Score -4842360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -4842366.000000 Penalty: 3669.438965
	Iteration 39Q: 3 clusters Score -4842366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -4842365.000000 Penalty: 3669.438965
	Iteration 40F: 3 clusters Score -4842365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -4842363.500000 Penalty: 3669.438965
	Iteration 41Q: 3 clusters Score -4842364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -4842365.000000 Penalty: 3669.438965
	Iteration 42Q: 3 clusters Score -4842365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -4842365.000000 Penalty: 3669.438965
	Iteration 43F: 3 clusters Score -4842365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -128381.476562 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -128381.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -126106.492188 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -126106.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -126740.171875 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -126740.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -126909.367188 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -126909.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -127049.578125 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -127049.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -127172.203125 Penalty: 2520.485107
	Iteration 4F: 3 clusters Score -127172.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -127276.429688 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -127276.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -127362.421875 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -127362.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -127435.421875 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -127435.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -127537.007812 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -127537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -127658.125000 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -127658.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127776.601562 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -127776.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -127841.859375 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -127841.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -127877.109375 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -127877.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -127904.367188 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -127904.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -127920.335938 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -127920.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -127935.992188 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -127936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127952.515625 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -127952.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -127967.734375 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -127967.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -127983.203125 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -127983.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -127990.750000 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -127990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -127996.218750 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -127996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128001.195312 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -128001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -128004.531250 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -128004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -128007.000000 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -128007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -128009.742188 Penalty: 2520.485107
	Iteration 24Q: 3 clusters Score -128009.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -128011.273438 Penalty: 2520.485107
	Iteration 25Q: 3 clusters Score -128011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -128012.414062 Penalty: 2520.485107
	Iteration 26Q: 3 clusters Score -128012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -128013.882812 Penalty: 2520.485107
	Iteration 27Q: 3 clusters Score -128013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -128019.367188 Penalty: 2520.485107
	Iteration 28Q: 3 clusters Score -128019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -128022.796875 Penalty: 2520.485107
	Iteration 29Q: 3 clusters Score -128022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -128028.562500 Penalty: 2520.485107
	Iteration 30Q: 3 clusters Score -128028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -128033.875000 Penalty: 2520.485107
	Iteration 31Q: 3 clusters Score -128033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -128038.164062 Penalty: 2520.485107
	Iteration 32Q: 3 clusters Score -128038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -128041.390625 Penalty: 2520.485107
	Iteration 33Q: 3 clusters Score -128041.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -128045.031250 Penalty: 2520.485107
	Iteration 34Q: 3 clusters Score -128045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -128051.328125 Penalty: 2520.485107
	Iteration 35Q: 3 clusters Score -128051.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -128065.976562 Penalty: 2520.485107
	Iteration 36Q: 3 clusters Score -128066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -128084.125000 Penalty: 2520.485107
	Iteration 37Q: 3 clusters Score -128084.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -128099.304688 Penalty: 2520.485107
	Iteration 38Q: 3 clusters Score -128099.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -128115.250000 Penalty: 2520.485107
	Iteration 39Q: 3 clusters Score -128115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -128128.664062 Penalty: 2520.485107
	Iteration 40F: 3 clusters Score -128128.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -128147.234375 Penalty: 2520.485107
	Iteration 41Q: 3 clusters Score -128147.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -128160.484375 Penalty: 2520.485107
	Iteration 42Q: 3 clusters Score -128160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -128172.296875 Penalty: 2520.485107
	Iteration 43Q: 3 clusters Score -128172.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -128182.960938 Penalty: 2520.485107
	Iteration 44Q: 3 clusters Score -128183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -128193.312500 Penalty: 2520.485107
	Iteration 45Q: 3 clusters Score -128193.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -128207.625000 Penalty: 2520.485107
	Iteration 46Q: 3 clusters Score -128207.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -128214.601562 Penalty: 2520.485107
	Iteration 47Q: 3 clusters Score -128214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -128218.367188 Penalty: 2520.485107
	Iteration 48Q: 3 clusters Score -128218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -128223.515625 Penalty: 2520.485107
	Iteration 49Q: 3 clusters Score -128223.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -128230.804688 Penalty: 2520.485107
	Iteration 50Q: 3 clusters Score -128230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -128236.289062 Penalty: 2520.485107
	Iteration 51Q: 3 clusters Score -128236.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -128240.000000 Penalty: 2520.485107
	Iteration 52Q: 3 clusters Score -128240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -128241.226562 Penalty: 2520.485107
	Iteration 53Q: 3 clusters Score -128241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -128242.453125 Penalty: 2520.485107
	Iteration 54Q: 3 clusters Score -128242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -128242.976562 Penalty: 2520.485107
	Iteration 55Q: 3 clusters Score -128243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -128243.625000 Penalty: 2520.485107
	Iteration 56Q: 3 clusters Score -128243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -128244.617188 Penalty: 2520.485107
	Iteration 57Q: 3 clusters Score -128244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -128246.140625 Penalty: 2520.485107
	Iteration 58Q: 3 clusters Score -128246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -128246.679688 Penalty: 2520.485107
	Iteration 59Q: 3 clusters Score -128246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -128247.742188 Penalty: 2520.485107
	Iteration 60F: 3 clusters Score -128247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -128248.648438 Penalty: 2520.485107
	Iteration 61Q: 3 clusters Score -128248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -128249.117188 Penalty: 2520.485107
	Iteration 62Q: 3 clusters Score -128249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -128249.117188 Penalty: 2520.485107
	Iteration 63F: 3 clusters Score -128249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -267343.875000 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -267343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -263614.937500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -263614.9 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -264697.062500 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -264697.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -264881.093750 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -264881.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -264983.500000 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -264983.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -265054.812500 Penalty: 2739.927490
	Iteration 4Q: 3 clusters Score -265054.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -265119.625000 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -265119.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -265173.875000 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -265173.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -265233.031250 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -265233 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -265297.625000 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -265297.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -265354.000000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -265354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -265406.187500 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -265406.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -265451.312500 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -265451.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -265484.437500 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -265484.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -265525.218750 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -265525.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -265560.906250 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -265560.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -265589.468750 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -265589.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -265622.718750 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -265622.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -265651.500000 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -265651.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -265680.375000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -265680.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -265710.468750 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -265710.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -265745.093750 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -265745.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -265789.937500 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -265789.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -265839.093750 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -265839.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -265886.687500 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -265886.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -265928.437500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -265928.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -265974.187500 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -265974.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -266010.593750 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -266010.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -266038.906250 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -266038.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -266061.312500 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -266061.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -266078.468750 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -266078.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -266097.718750 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -266097.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -266114.875000 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -266114.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -266133.562500 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -266133.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -266150.343750 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -266150.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -266162.968750 Penalty: 2739.927490
	Iteration 34Q: 3 clusters Score -266163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -266169.218750 Penalty: 2739.927490
	Iteration 35Q: 3 clusters Score -266169.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -266176.500000 Penalty: 2739.927490
	Iteration 36Q: 3 clusters Score -266176.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -266187.968750 Penalty: 2739.927490
	Iteration 37Q: 3 clusters Score -266188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -266195.875000 Penalty: 2739.927490
	Iteration 38Q: 3 clusters Score -266195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -266200.500000 Penalty: 2739.927490
	Iteration 39Q: 3 clusters Score -266200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -266201.781250 Penalty: 2739.927490
	Iteration 40F: 3 clusters Score -266201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -266204.031250 Penalty: 2739.927490
	Iteration 41Q: 3 clusters Score -266204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -266204.937500 Penalty: 2739.927490
	Iteration 42Q: 3 clusters Score -266204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -266206.156250 Penalty: 2739.927490
	Iteration 43Q: 3 clusters Score -266206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -266207.812500 Penalty: 2739.927490
	Iteration 44Q: 3 clusters Score -266207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -266209.437500 Penalty: 2739.927490
	Iteration 45Q: 3 clusters Score -266209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -266210.718750 Penalty: 2739.927490
	Iteration 46Q: 3 clusters Score -266210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -266212.593750 Penalty: 2739.927490
	Iteration 47Q: 3 clusters Score -266212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -266213.593750 Penalty: 2739.927490
	Iteration 48Q: 3 clusters Score -266213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -266213.593750 Penalty: 2739.927490
	Iteration 49F: 3 clusters Score -266213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -104073.406250 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -104073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -102055.406250 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -102055.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102523.742188 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -102523.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -102714.070312 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -102714.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102874.921875 Penalty: 2455.158691
	Iteration 3F: 3 clusters Score -102874.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -102987.679688 Penalty: 2455.158691
	Iteration 4F: 3 clusters Score -102987.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -103077.046875 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -103077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103165.281250 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -103165.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -103226.468750 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -103226.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103259.179688 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -103259.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103290.218750 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -103290.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -103321.367188 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -103321.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -103346.359375 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -103346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -103361.757812 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -103361.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -103388.328125 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -103388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -103404.914062 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -103404.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -103419.007812 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -103419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103431.062500 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -103431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103442.750000 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -103442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103452.000000 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -103452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103457.046875 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -103457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103462.484375 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -103462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103470.031250 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -103470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103473.843750 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -103473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103480.453125 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -103480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103487.484375 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -103487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -103491.406250 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -103491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -103494.593750 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -103494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -103499.476562 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -103499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -103508.281250 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -103508.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103516.601562 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -103516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103525.382812 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -103525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -103531.960938 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -103532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -103539.906250 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -103539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -103544.757812 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -103544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -103548.164062 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -103548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103549.492188 Penalty: 2455.158691
	Iteration 35Q: 3 clusters Score -103549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103550.375000 Penalty: 2455.158691
	Iteration 36Q: 3 clusters Score -103550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103550.609375 Penalty: 2455.158691
	Iteration 37Q: 3 clusters Score -103550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103551.437500 Penalty: 2455.158691
	Iteration 38F: 3 clusters Score -103551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103553.093750 Penalty: 2455.158691
	Iteration 39Q: 3 clusters Score -103553.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103553.093750 Penalty: 2455.158691
	Iteration 40F: 3 clusters Score -103553.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -74967.078125 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -74967.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -73105.390625 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -73105.39 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -73540.914062 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -73540.91 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -73659.992188 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -73659.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73725.484375 Penalty: 2413.435059
	Iteration 3Q: 3 clusters Score -73725.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -73767.210938 Penalty: 2413.435059
	Iteration 4Q: 3 clusters Score -73767.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -73811.210938 Penalty: 2413.435059
	Iteration 5Q: 3 clusters Score -73811.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -73852.601562 Penalty: 2413.435059
	Iteration 6Q: 3 clusters Score -73852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -73873.984375 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -73873.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -73893.351562 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -73893.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73914.640625 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -73914.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -73942.328125 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -73942.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -73961.140625 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -73961.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -73977.742188 Penalty: 2413.435059
	Iteration 12Q: 3 clusters Score -73977.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -73996.007812 Penalty: 2413.435059
	Iteration 13Q: 3 clusters Score -73996.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -74010.375000 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -74010.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -74021.234375 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -74021.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -74034.492188 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -74034.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -74049.265625 Penalty: 2413.435059
	Iteration 17Q: 3 clusters Score -74049.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -74059.812500 Penalty: 2413.435059
	Iteration 18Q: 3 clusters Score -74059.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -74079.718750 Penalty: 2413.435059
	Iteration 19Q: 3 clusters Score -74079.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -74095.867188 Penalty: 2413.435059
	Iteration 20F: 3 clusters Score -74095.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -74108.500000 Penalty: 2413.435059
	Iteration 21Q: 3 clusters Score -74108.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -74117.117188 Penalty: 2413.435059
	Iteration 22Q: 3 clusters Score -74117.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -74123.242188 Penalty: 2413.435059
	Iteration 23Q: 3 clusters Score -74123.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -74130.968750 Penalty: 2413.435059
	Iteration 24Q: 3 clusters Score -74130.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -74144.179688 Penalty: 2413.435059
	Iteration 25Q: 3 clusters Score -74144.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -74151.007812 Penalty: 2413.435059
	Iteration 26Q: 3 clusters Score -74151.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -74155.406250 Penalty: 2413.435059
	Iteration 27Q: 3 clusters Score -74155.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -74158.007812 Penalty: 2413.435059
	Iteration 28Q: 3 clusters Score -74158.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -74159.523438 Penalty: 2413.435059
	Iteration 29Q: 3 clusters Score -74159.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -74160.007812 Penalty: 2413.435059
	Iteration 30Q: 3 clusters Score -74160.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -74160.484375 Penalty: 2413.435059
	Iteration 31Q: 3 clusters Score -74160.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -74160.984375 Penalty: 2413.435059
	Iteration 32Q: 3 clusters Score -74160.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -74161.148438 Penalty: 2413.435059
	Iteration 33Q: 3 clusters Score -74161.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -74161.148438 Penalty: 2413.435059
	Iteration 34F: 3 clusters Score -74161.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -534267.750000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -534267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -527814.250000 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -527814.2 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -529862.000000 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -529862 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -530082.875000 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -530082.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -530257.375000 Penalty: 2949.777344
	Iteration 3Q: 3 clusters Score -530257.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -530400.875000 Penalty: 2949.777344
	Iteration 4Q: 3 clusters Score -530400.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -530538.875000 Penalty: 2949.777344
	Iteration 5Q: 3 clusters Score -530538.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -530690.000000 Penalty: 2949.777344
	Iteration 6Q: 3 clusters Score -530690 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -530848.562500 Penalty: 2949.777344
	Iteration 7Q: 3 clusters Score -530848.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -531007.375000 Penalty: 2949.777344
	Iteration 8Q: 3 clusters Score -531007.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -531183.875000 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -531183.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -531375.562500 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -531375.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -531589.875000 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -531589.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -531792.750000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -531792.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -531953.312500 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -531953.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -532062.375000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -532062.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -532139.000000 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -532139 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -532194.187500 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -532194.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -532231.687500 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -532231.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -532256.812500 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -532256.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -532272.937500 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -532272.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -532285.687500 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -532285.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -532298.250000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -532298.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -532306.687500 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -532306.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -532317.750000 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -532317.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -532331.125000 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -532331.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -532339.687500 Penalty: 2949.777344
	Iteration 25Q: 3 clusters Score -532339.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -532347.687500 Penalty: 2949.777344
	Iteration 26Q: 3 clusters Score -532347.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -532353.062500 Penalty: 2949.777344
	Iteration 27Q: 3 clusters Score -532353.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -532359.125000 Penalty: 2949.777344
	Iteration 28Q: 3 clusters Score -532359.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -532367.875000 Penalty: 2949.777344
	Iteration 29Q: 3 clusters Score -532367.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -532373.875000 Penalty: 2949.777344
	Iteration 30Q: 3 clusters Score -532373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -532379.562500 Penalty: 2949.777344
	Iteration 31Q: 3 clusters Score -532379.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -532384.562500 Penalty: 2949.777344
	Iteration 32Q: 3 clusters Score -532384.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -532390.500000 Penalty: 2949.777344
	Iteration 33Q: 3 clusters Score -532390.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -532394.187500 Penalty: 2949.777344
	Iteration 34Q: 3 clusters Score -532394.2 nChanged 19
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: -532397.625000 Penalty: 2949.777344
	Iteration 35Q: 3 clusters Score -532397.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -532401.750000 Penalty: 2949.777344
	Iteration 36Q: 3 clusters Score -532401.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -532404.562500 Penalty: 2949.777344
	Iteration 37Q: 3 clusters Score -532404.6 nChanged 21
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: -532407.812500 Penalty: 2949.777344
	Iteration 38Q: 3 clusters Score -532407.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -532412.625000 Penalty: 2949.777344
	Iteration 39Q: 3 clusters Score -532412.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -532414.937500 Penalty: 2949.777344
	Iteration 40F: 3 clusters Score -532414.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -532417.812500 Penalty: 2949.777344
	Iteration 41Q: 3 clusters Score -532417.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -532422.812500 Penalty: 2949.777344
	Iteration 42Q: 3 clusters Score -532422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -532426.000000 Penalty: 2949.777344
	Iteration 43Q: 3 clusters Score -532426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -532431.062500 Penalty: 2949.777344
	Iteration 44Q: 3 clusters Score -532431.1 nChanged 16
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: -532434.562500 Penalty: 2949.777344
	Iteration 45Q: 3 clusters Score -532434.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -532440.500000 Penalty: 2949.777344
	Iteration 46Q: 3 clusters Score -532440.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -532444.437500 Penalty: 2949.777344
	Iteration 47Q: 3 clusters Score -532444.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -532447.062500 Penalty: 2949.777344
	Iteration 48Q: 3 clusters Score -532447.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -532452.687500 Penalty: 2949.777344
	Iteration 49Q: 3 clusters Score -532452.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -532457.312500 Penalty: 2949.777344
	Iteration 50Q: 3 clusters Score -532457.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -532458.750000 Penalty: 2949.777344
	Iteration 51Q: 3 clusters Score -532458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -532460.750000 Penalty: 2949.777344
	Iteration 52Q: 3 clusters Score -532460.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -532466.437500 Penalty: 2949.777344
	Iteration 53Q: 3 clusters Score -532466.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -532468.687500 Penalty: 2949.777344
	Iteration 54Q: 3 clusters Score -532468.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -532471.687500 Penalty: 2949.777344
	Iteration 55Q: 3 clusters Score -532471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -532472.562500 Penalty: 2949.777344
	Iteration 56Q: 3 clusters Score -532472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -532472.875000 Penalty: 2949.777344
	Iteration 57Q: 3 clusters Score -532472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -532474.687500 Penalty: 2949.777344
	Iteration 58Q: 3 clusters Score -532474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -532476.437500 Penalty: 2949.777344
	Iteration 59Q: 3 clusters Score -532476.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -532475.937500 Penalty: 2949.777344
	Iteration 60F: 3 clusters Score -532475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -532478.500000 Penalty: 2949.777344
	Iteration 61Q: 3 clusters Score -532478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -532478.687500 Penalty: 2949.777344
	Iteration 62Q: 3 clusters Score -532478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -532480.500000 Penalty: 2949.777344
	Iteration 63Q: 3 clusters Score -532480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -532481.875000 Penalty: 2949.777344
	Iteration 64Q: 3 clusters Score -532481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -532483.437500 Penalty: 2949.777344
	Iteration 65Q: 3 clusters Score -532483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -532485.250000 Penalty: 2949.777344
	Iteration 66Q: 3 clusters Score -532485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -532484.187500 Penalty: 2949.777344
	Iteration 67Q: 3 clusters Score -532484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -532483.625000 Penalty: 2949.777344
	Iteration 68Q: 3 clusters Score -532483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -532486.062500 Penalty: 2949.777344
	Iteration 69Q: 3 clusters Score -532486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -532485.625000 Penalty: 2949.777344
	Iteration 70Q: 3 clusters Score -532485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -532487.250000 Penalty: 2949.777344
	Iteration 71Q: 3 clusters Score -532487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -532488.500000 Penalty: 2949.777344
	Iteration 72Q: 3 clusters Score -532488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -532488.687500 Penalty: 2949.777344
	Iteration 73Q: 3 clusters Score -532488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -532488.875000 Penalty: 2949.777344
	Iteration 74Q: 3 clusters Score -532488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -532489.687500 Penalty: 2949.777344
	Iteration 75Q: 3 clusters Score -532489.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -532490.312500 Penalty: 2949.777344
	Iteration 76Q: 3 clusters Score -532490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -532489.875000 Penalty: 2949.777344
	Iteration 77Q: 3 clusters Score -532489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -532490.250000 Penalty: 2949.777344
	Iteration 78Q: 3 clusters Score -532490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -532490.187500 Penalty: 2949.777344
	Iteration 79Q: 3 clusters Score -532490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -532490.187500 Penalty: 2949.777344
	Iteration 80F: 3 clusters Score -532490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -123984.648438 Penalty: 1247.878296
	Iteration 0F: 2 clusters Score -123984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -121784.421875 Penalty: 2495.756592
	Iteration 0F: 3 clusters Score -121784.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -122308.773438 Penalty: 2495.756592
	Iteration 1F: 3 clusters Score -122308.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -122410.960938 Penalty: 2495.756592
	Iteration 2F: 3 clusters Score -122411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -122457.070312 Penalty: 2495.756592
	Iteration 3Q: 3 clusters Score -122457.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -122510.937500 Penalty: 2495.756592
	Iteration 4Q: 3 clusters Score -122510.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -122572.625000 Penalty: 2495.756592
	Iteration 5Q: 3 clusters Score -122572.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -122644.796875 Penalty: 2495.756592
	Iteration 6Q: 3 clusters Score -122644.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -122713.703125 Penalty: 2495.756592
	Iteration 7Q: 3 clusters Score -122713.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -122781.968750 Penalty: 2495.756592
	Iteration 8Q: 3 clusters Score -122782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -122855.789062 Penalty: 2495.756592
	Iteration 9Q: 3 clusters Score -122855.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -122945.007812 Penalty: 2495.756592
	Iteration 10Q: 3 clusters Score -122945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -123030.960938 Penalty: 2495.756592
	Iteration 11Q: 3 clusters Score -123031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -123098.851562 Penalty: 2495.756592
	Iteration 12Q: 3 clusters Score -123098.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -123146.390625 Penalty: 2495.756592
	Iteration 13Q: 3 clusters Score -123146.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123174.914062 Penalty: 2495.756592
	Iteration 14Q: 3 clusters Score -123174.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123214.242188 Penalty: 2495.756592
	Iteration 15Q: 3 clusters Score -123214.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -123240.625000 Penalty: 2495.756592
	Iteration 16Q: 3 clusters Score -123240.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123258.250000 Penalty: 2495.756592
	Iteration 17Q: 3 clusters Score -123258.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123272.570312 Penalty: 2495.756592
	Iteration 18Q: 3 clusters Score -123272.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123285.867188 Penalty: 2495.756592
	Iteration 19Q: 3 clusters Score -123285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123291.414062 Penalty: 2495.756592
	Iteration 20F: 3 clusters Score -123291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123298.460938 Penalty: 2495.756592
	Iteration 21Q: 3 clusters Score -123298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123302.234375 Penalty: 2495.756592
	Iteration 22Q: 3 clusters Score -123302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123306.796875 Penalty: 2495.756592
	Iteration 23Q: 3 clusters Score -123306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123308.828125 Penalty: 2495.756592
	Iteration 24Q: 3 clusters Score -123308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123310.070312 Penalty: 2495.756592
	Iteration 25Q: 3 clusters Score -123310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123310.578125 Penalty: 2495.756592
	Iteration 26Q: 3 clusters Score -123310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123311.546875 Penalty: 2495.756592
	Iteration 27Q: 3 clusters Score -123311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123311.695312 Penalty: 2495.756592
	Iteration 28Q: 3 clusters Score -123311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123313.234375 Penalty: 2495.756592
	Iteration 29Q: 3 clusters Score -123313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123313.273438 Penalty: 2495.756592
	Iteration 30Q: 3 clusters Score -123313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123313.273438 Penalty: 2495.756592
	Iteration 31F: 3 clusters Score -123313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -267419.750000 Penalty: 1386.239014
	Iteration 0F: 2 clusters Score -267419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -263406.906250 Penalty: 2772.478027
	Iteration 0F: 3 clusters Score -263406.9 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -264693.093750 Penalty: 2772.478027
	Iteration 1F: 3 clusters Score -264693.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -265054.562500 Penalty: 2772.478027
	Iteration 2F: 3 clusters Score -265054.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -265355.468750 Penalty: 2772.478027
	Iteration 3F: 3 clusters Score -265355.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -265573.406250 Penalty: 2772.478027
	Iteration 4F: 3 clusters Score -265573.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -265745.687500 Penalty: 2772.478027
	Iteration 5Q: 3 clusters Score -265745.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -265893.312500 Penalty: 2772.478027
	Iteration 6Q: 3 clusters Score -265893.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -266011.843750 Penalty: 2772.478027
	Iteration 7Q: 3 clusters Score -266011.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -266113.812500 Penalty: 2772.478027
	Iteration 8Q: 3 clusters Score -266113.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -266196.687500 Penalty: 2772.478027
	Iteration 9Q: 3 clusters Score -266196.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -266266.750000 Penalty: 2772.478027
	Iteration 10Q: 3 clusters Score -266266.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -266350.781250 Penalty: 2772.478027
	Iteration 11Q: 3 clusters Score -266350.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -266407.781250 Penalty: 2772.478027
	Iteration 12Q: 3 clusters Score -266407.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -266451.937500 Penalty: 2772.478027
	Iteration 13Q: 3 clusters Score -266451.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -266489.062500 Penalty: 2772.478027
	Iteration 14Q: 3 clusters Score -266489.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -266518.562500 Penalty: 2772.478027
	Iteration 15Q: 3 clusters Score -266518.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -266536.875000 Penalty: 2772.478027
	Iteration 16Q: 3 clusters Score -266536.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -266549.593750 Penalty: 2772.478027
	Iteration 17Q: 3 clusters Score -266549.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -266556.343750 Penalty: 2772.478027
	Iteration 18Q: 3 clusters Score -266556.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -266562.875000 Penalty: 2772.478027
	Iteration 19Q: 3 clusters Score -266562.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -266567.875000 Penalty: 2772.478027
	Iteration 20F: 3 clusters Score -266567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -266577.468750 Penalty: 2772.478027
	Iteration 21Q: 3 clusters Score -266577.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -266585.593750 Penalty: 2772.478027
	Iteration 22Q: 3 clusters Score -266585.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -266595.468750 Penalty: 2772.478027
	Iteration 23Q: 3 clusters Score -266595.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -266600.593750 Penalty: 2772.478027
	Iteration 24Q: 3 clusters Score -266600.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -266608.406250 Penalty: 2772.478027
	Iteration 25Q: 3 clusters Score -266608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -266614.437500 Penalty: 2772.478027
	Iteration 26Q: 3 clusters Score -266614.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -266620.031250 Penalty: 2772.478027
	Iteration 27Q: 3 clusters Score -266620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -266623.656250 Penalty: 2772.478027
	Iteration 28Q: 3 clusters Score -266623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -266625.437500 Penalty: 2772.478027
	Iteration 29Q: 3 clusters Score -266625.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -266627.968750 Penalty: 2772.478027
	Iteration 30Q: 3 clusters Score -266628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -266630.781250 Penalty: 2772.478027
	Iteration 31Q: 3 clusters Score -266630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -266633.125000 Penalty: 2772.478027
	Iteration 32Q: 3 clusters Score -266633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -266635.750000 Penalty: 2772.478027
	Iteration 33Q: 3 clusters Score -266635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -266637.531250 Penalty: 2772.478027
	Iteration 34Q: 3 clusters Score -266637.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -266638.781250 Penalty: 2772.478027
	Iteration 35Q: 3 clusters Score -266638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -266639.968750 Penalty: 2772.478027
	Iteration 36Q: 3 clusters Score -266640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -266640.093750 Penalty: 2772.478027
	Iteration 37Q: 3 clusters Score -266640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -266640.718750 Penalty: 2772.478027
	Iteration 38Q: 3 clusters Score -266640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -266641.031250 Penalty: 2772.478027
	Iteration 39Q: 3 clusters Score -266641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -266642.000000 Penalty: 2772.478027
	Iteration 40F: 3 clusters Score -266642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -266642.375000 Penalty: 2772.478027
	Iteration 41Q: 3 clusters Score -266642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -266642.468750 Penalty: 2772.478027
	Iteration 42Q: 3 clusters Score -266642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -266642.937500 Penalty: 2772.478027
	Iteration 43Q: 3 clusters Score -266642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -266642.937500 Penalty: 2772.478027
	Iteration 44F: 3 clusters Score -266642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -351009.843750 Penalty: 1411.325073
	Iteration 0F: 2 clusters Score -351009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -346447.125000 Penalty: 2822.650146
	Iteration 0F: 3 clusters Score -346447.1 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -347842.343750 Penalty: 2822.650146
	Iteration 1F: 3 clusters Score -347842.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -348167.843750 Penalty: 2822.650146
	Iteration 2F: 3 clusters Score -348167.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -348418.812500 Penalty: 2822.650146
	Iteration 3F: 3 clusters Score -348418.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -348681.406250 Penalty: 2822.650146
	Iteration 4F: 3 clusters Score -348681.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -348940.781250 Penalty: 2822.650146
	Iteration 5F: 3 clusters Score -348940.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -349139.250000 Penalty: 2822.650146
	Iteration 6Q: 3 clusters Score -349139.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -349332.000000 Penalty: 2822.650146
	Iteration 7Q: 3 clusters Score -349332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -349467.875000 Penalty: 2822.650146
	Iteration 8Q: 3 clusters Score -349467.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -349583.968750 Penalty: 2822.650146
	Iteration 9Q: 3 clusters Score -349584 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -349663.937500 Penalty: 2822.650146
	Iteration 10Q: 3 clusters Score -349663.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -349706.937500 Penalty: 2822.650146
	Iteration 11Q: 3 clusters Score -349706.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -349739.375000 Penalty: 2822.650146
	Iteration 12Q: 3 clusters Score -349739.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -349767.343750 Penalty: 2822.650146
	Iteration 13Q: 3 clusters Score -349767.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -349786.593750 Penalty: 2822.650146
	Iteration 14Q: 3 clusters Score -349786.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -349796.906250 Penalty: 2822.650146
	Iteration 15Q: 3 clusters Score -349796.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -349805.812500 Penalty: 2822.650146
	Iteration 16Q: 3 clusters Score -349805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -349808.718750 Penalty: 2822.650146
	Iteration 17Q: 3 clusters Score -349808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -349811.781250 Penalty: 2822.650146
	Iteration 18Q: 3 clusters Score -349811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -349814.406250 Penalty: 2822.650146
	Iteration 19Q: 3 clusters Score -349814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -349817.937500 Penalty: 2822.650146
	Iteration 20F: 3 clusters Score -349817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -349821.125000 Penalty: 2822.650146
	Iteration 21Q: 3 clusters Score -349821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -349824.500000 Penalty: 2822.650146
	Iteration 22Q: 3 clusters Score -349824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -349826.187500 Penalty: 2822.650146
	Iteration 23Q: 3 clusters Score -349826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -349827.781250 Penalty: 2822.650146
	Iteration 24Q: 3 clusters Score -349827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -349828.812500 Penalty: 2822.650146
	Iteration 25Q: 3 clusters Score -349828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -349828.500000 Penalty: 2822.650146
	Iteration 26Q: 3 clusters Score -349828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -349829.875000 Penalty: 2822.650146
	Iteration 27Q: 3 clusters Score -349829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -349830.250000 Penalty: 2822.650146
	Iteration 28Q: 3 clusters Score -349830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -349830.250000 Penalty: 2822.650146
	Iteration 29F: 3 clusters Score -349830.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Entering Unmasked Estep 
Score: -1163151.500000 Penalty: 1628.867676
	Iteration 0F: 2 clusters Score -1163152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1147885.375000 Penalty: 3257.735352
	Iteration 0F: 3 clusters Score -1147885 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1153869.500000 Penalty: 3257.735352
	Iteration 1F: 3 clusters Score -1153870 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1154386.500000 Penalty: 3257.735352
	Iteration 2F: 3 clusters Score -1154386 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1154853.500000 Penalty: 3257.735352
	Iteration 3F: 3 clusters Score -1154854 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1155351.750000 Penalty: 3257.735352
	Iteration 4Q: 3 clusters Score -1155352 nChanged 1055
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1155871 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1156400 nChanged 986
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1156928 nChanged 1020
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1157511 nChanged 1018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1158137 nChanged 992
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Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1158723 nChanged 916
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Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1159301 nChanged 824
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Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1159784 nChanged 704
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Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1160153.500000 Penalty: 3257.735352
	Iteration 13Q: 3 clusters Score -1160154 nChanged 620
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Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1160487 nChanged 489
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Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1160713 nChanged 425
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Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 6518 members 
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	Iteration 16Q: 3 clusters Score -1160874 nChanged 371
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Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1161007 nChanged 308
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Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1161099 nChanged 265
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Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1161166 nChanged 218
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Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1161226 nChanged 199
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Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1161278 nChanged 193
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Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1161329 nChanged 162
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Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1161374 nChanged 172
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Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1161426 nChanged 201
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Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1161492 nChanged 213
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Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 4556 members 
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	Iteration 26Q: 3 clusters Score -1161568 nChanged 207
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Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1161628 nChanged 203
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Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1161697 nChanged 220
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Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 3946 members 
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	Iteration 29Q: 3 clusters Score -1161764 nChanged 204
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Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 3746 members 
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	Iteration 30Q: 3 clusters Score -1161831 nChanged 202
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Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3556 members 
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	Iteration 31Q: 3 clusters Score -1161896 nChanged 181
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Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1161946 nChanged 176
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Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1162000 nChanged 136
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Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3071 members 
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	Iteration 34Q: 3 clusters Score -1162040 nChanged 127
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Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2946 members 
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	Iteration 35Q: 3 clusters Score -1162076 nChanged 119
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Mstep: Class 1 contains 19730 members 
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	Iteration 36Q: 3 clusters Score -1162107 nChanged 92
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Mstep: Class 1 contains 19820 members 
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	Iteration 37Q: 3 clusters Score -1162124 nChanged 85
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Mstep: Class 1 contains 19905 members 
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	Iteration 38Q: 3 clusters Score -1162150 nChanged 78
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Mstep: Class 1 contains 19979 members 
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	Iteration 39Q: 3 clusters Score -1162167 nChanged 73
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Mstep: Class 1 contains 20046 members 
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	Iteration 40F: 3 clusters Score -1162191 nChanged 77
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Mstep: Class 1 contains 20119 members 
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	Iteration 41Q: 3 clusters Score -1162205 nChanged 67
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Mstep: Class 1 contains 20180 members 
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Score: -1162223.625000 Penalty: 3257.735352
	Iteration 42Q: 3 clusters Score -1162224 nChanged 51
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Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2332 members 
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	Iteration 43Q: 3 clusters Score -1162230 nChanged 38
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Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2298 members 
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	Iteration 44Q: 3 clusters Score -1162240 nChanged 41
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Mstep: Class 1 contains 20296 members 
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	Iteration 45Q: 3 clusters Score -1162248 nChanged 38
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Mstep: Class 1 contains 20328 members 
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	Iteration 46Q: 3 clusters Score -1162258 nChanged 45
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Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 2186 members 
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	Iteration 47Q: 3 clusters Score -1162270 nChanged 41
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Mstep: Class 1 contains 20404 members 
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	Iteration 48Q: 3 clusters Score -1162283 nChanged 43
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Mstep: Class 1 contains 20439 members 
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	Iteration 49Q: 3 clusters Score -1162293 nChanged 42
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Mstep: Class 1 contains 20475 members 
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	Iteration 50Q: 3 clusters Score -1162299 nChanged 32
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Mstep: Class 1 contains 20499 members 
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Entering Unmasked Estep 
Score: -1162304.250000 Penalty: 3257.735352
	Iteration 51Q: 3 clusters Score -1162304 nChanged 34
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Mstep: Class 1 contains 20531 members 
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Entering Unmasked Estep 
Score: -1162316.000000 Penalty: 3257.735352
	Iteration 52Q: 3 clusters Score -1162316 nChanged 27
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Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2003 members 
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Score: -1162321.375000 Penalty: 3257.735352
	Iteration 53Q: 3 clusters Score -1162321 nChanged 25
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Mstep: Class 1 contains 20577 members 
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	Iteration 54Q: 3 clusters Score -1162324 nChanged 26
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Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1958 members 
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Score: -1162331.625000 Penalty: 3257.735352
	Iteration 55Q: 3 clusters Score -1162332 nChanged 16
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Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1946 members 
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Score: -1162333.500000 Penalty: 3257.735352
	Iteration 56Q: 3 clusters Score -1162334 nChanged 17
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Mstep: Class 1 contains 20626 members 
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	Iteration 57Q: 3 clusters Score -1162334 nChanged 11
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Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1922 members 
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	Iteration 58Q: 3 clusters Score -1162339 nChanged 11
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Mstep: Class 1 contains 20640 members 
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	Iteration 59Q: 3 clusters Score -1162338 nChanged 9
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Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1162341.875000 Penalty: 3257.735352
	Iteration 60F: 3 clusters Score -1162342 nChanged 10
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Mstep: Class 1 contains 20655 members 
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Score: -1162343.625000 Penalty: 3257.735352
	Iteration 61Q: 3 clusters Score -1162344 nChanged 13
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Mstep: Class 1 contains 20662 members 
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	Iteration 62Q: 3 clusters Score -1162346 nChanged 14
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Mstep: Class 1 contains 20676 members 
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	Iteration 63Q: 3 clusters Score -1162350 nChanged 14
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Mstep: Class 1 contains 20686 members 
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Score: -1162351.750000 Penalty: 3257.735352
	Iteration 64Q: 3 clusters Score -1162352 nChanged 7
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Mstep: Class 1 contains 20691 members 
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	Iteration 65Q: 3 clusters Score -1162352 nChanged 7
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Mstep: Class 1 contains 20696 members 
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	Iteration 66Q: 3 clusters Score -1162352 nChanged 13
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Mstep: Class 1 contains 20707 members 
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	Iteration 67Q: 3 clusters Score -1162354 nChanged 10
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Mstep: Class 1 contains 20717 members 
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Score: -1162357.375000 Penalty: 3257.735352
	Iteration 68Q: 3 clusters Score -1162357 nChanged 9
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Mstep: Class 1 contains 20724 members 
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	Iteration 69Q: 3 clusters Score -1162359 nChanged 14
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	Iteration 70Q: 3 clusters Score -1162361 nChanged 12
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	Iteration 71Q: 3 clusters Score -1162364 nChanged 9
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	Iteration 72Q: 3 clusters Score -1162364 nChanged 8
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	Iteration 73Q: 3 clusters Score -1162366 nChanged 3
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	Iteration 74Q: 3 clusters Score -1162366 nChanged 2
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	Iteration 75Q: 3 clusters Score -1162367 nChanged 2
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	Iteration 76Q: 3 clusters Score -1162369 nChanged 1
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	Iteration 77Q: 3 clusters Score -1162369 nChanged 3
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	Iteration 78Q: 3 clusters Score -1162371 nChanged 4
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Mstep: Class 1 contains 20772 members 
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	Iteration 79Q: 3 clusters Score -1162371 nChanged 3
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	Iteration 80F: 3 clusters Score -1162370 nChanged 5
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Mstep: Class 1 contains 20778 members 
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	Iteration 81Q: 3 clusters Score -1162370 nChanged 8
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	Iteration 82Q: 3 clusters Score -1162370 nChanged 8
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	Iteration 83Q: 3 clusters Score -1162375 nChanged 7
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	Iteration 84Q: 3 clusters Score -1162375 nChanged 10
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	Iteration 85Q: 3 clusters Score -1162380 nChanged 15
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	Iteration 86Q: 3 clusters Score -1162381 nChanged 10
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	Iteration 87Q: 3 clusters Score -1162381 nChanged 7
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	Iteration 88Q: 3 clusters Score -1162384 nChanged 11
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	Iteration 89Q: 3 clusters Score -1162386 nChanged 16
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	Iteration 90Q: 3 clusters Score -1162391 nChanged 21
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	Iteration 91Q: 3 clusters Score -1162396 nChanged 23
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	Iteration 92Q: 3 clusters Score -1162405 nChanged 25
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	Iteration 93Q: 3 clusters Score -1162414 nChanged 28
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	Iteration 94Q: 3 clusters Score -1162425 nChanged 42
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	Iteration 95Q: 3 clusters Score -1162445 nChanged 44
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	Iteration 96Q: 3 clusters Score -1162466 nChanged 64
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Entering Unmasked Estep 
Score: -1162503.750000 Penalty: 3257.735352
	Iteration 97Q: 3 clusters Score -1162504 nChanged 57
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Entering Unmasked Estep 
Score: -1162538.750000 Penalty: 3257.735352
	Iteration 98Q: 3 clusters Score -1162539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1162569.750000 Penalty: 3257.735352
	Iteration 99Q: 3 clusters Score -1162570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1162615.125000 Penalty: 3257.735352
	Iteration 100F: 3 clusters Score -1162615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1162654.250000 Penalty: 3257.735352
	Iteration 101Q: 3 clusters Score -1162654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1162678.625000 Penalty: 3257.735352
	Iteration 102Q: 3 clusters Score -1162679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1162684.750000 Penalty: 3257.735352
	Iteration 103Q: 3 clusters Score -1162685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1162689.750000 Penalty: 3257.735352
	Iteration 104Q: 3 clusters Score -1162690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1162692.500000 Penalty: 3257.735352
	Iteration 105Q: 3 clusters Score -1162692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1162694.625000 Penalty: 3257.735352
	Iteration 106Q: 3 clusters Score -1162695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1162696.250000 Penalty: 3257.735352
	Iteration 107Q: 3 clusters Score -1162696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1162701.000000 Penalty: 3257.735352
	Iteration 108Q: 3 clusters Score -1162701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1162701.500000 Penalty: 3257.735352
	Iteration 109Q: 3 clusters Score -1162702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1162702.375000 Penalty: 3257.735352
	Iteration 110Q: 3 clusters Score -1162702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1162706.000000 Penalty: 3257.735352
	Iteration 111Q: 3 clusters Score -1162706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1162706.875000 Penalty: 3257.735352
	Iteration 112Q: 3 clusters Score -1162707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1162708.125000 Penalty: 3257.735352
	Iteration 113Q: 3 clusters Score -1162708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1162709.375000 Penalty: 3257.735352
	Iteration 114Q: 3 clusters Score -1162709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1162709.875000 Penalty: 3257.735352
	Iteration 115Q: 3 clusters Score -1162710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1162710.500000 Penalty: 3257.735352
	Iteration 116Q: 3 clusters Score -1162710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1162711.500000 Penalty: 3257.735352
	Iteration 117Q: 3 clusters Score -1162712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1162711.750000 Penalty: 3257.735352
	Iteration 118Q: 3 clusters Score -1162712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1162713.375000 Penalty: 3257.735352
	Iteration 119Q: 3 clusters Score -1162713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1162715.125000 Penalty: 3257.735352
	Iteration 120F: 3 clusters Score -1162715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1162715.250000 Penalty: 3257.735352
	Iteration 121Q: 3 clusters Score -1162715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1162716.000000 Penalty: 3257.735352
	Iteration 122Q: 3 clusters Score -1162716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1162716.000000 Penalty: 3257.735352
	Iteration 123F: 3 clusters Score -1162716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Entering Unmasked Estep 
Score: -4080575.750000 Penalty: 1807.250366
	Iteration 0F: 2 clusters Score -4080576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4035378.750000 Penalty: 3614.500732
	Iteration 0F: 3 clusters Score -4035379 nChanged 31961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4053681.500000 Penalty: 3614.500732
	Iteration 1F: 3 clusters Score -4053682 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4054319.500000 Penalty: 3614.500732
	Iteration 2Q: 3 clusters Score -4054320 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -4055291.000000 Penalty: 3614.500732
	Iteration 3Q: 3 clusters Score -4055291 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -4057041.750000 Penalty: 3614.500732
	Iteration 4F: 3 clusters Score -4057042 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -4060095.750000 Penalty: 3614.500732
	Iteration 5F: 3 clusters Score -4060096 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -4064731.250000 Penalty: 3614.500732
	Iteration 6F: 3 clusters Score -4064731 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -4070115.250000 Penalty: 3614.500732
	Iteration 7F: 3 clusters Score -4070115 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -4074597.000000 Penalty: 3614.500732
	Iteration 8F: 3 clusters Score -4074597 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -4077133.750000 Penalty: 3614.500732
	Iteration 9Q: 3 clusters Score -4077134 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -4078201.000000 Penalty: 3614.500732
	Iteration 10Q: 3 clusters Score -4078201 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -4078611.250000 Penalty: 3614.500732
	Iteration 11Q: 3 clusters Score -4078611 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -4078747.500000 Penalty: 3614.500732
	Iteration 12Q: 3 clusters Score -4078748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -4078813.500000 Penalty: 3614.500732
	Iteration 13Q: 3 clusters Score -4078814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -4078872.500000 Penalty: 3614.500732
	Iteration 14Q: 3 clusters Score -4078872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -4078903.750000 Penalty: 3614.500732
	Iteration 15Q: 3 clusters Score -4078904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -4078932.500000 Penalty: 3614.500732
	Iteration 16Q: 3 clusters Score -4078932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -4078931.250000 Penalty: 3614.500732
	Iteration 17Q: 3 clusters Score -4078931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -4078935.750000 Penalty: 3614.500732
	Iteration 18Q: 3 clusters Score -4078936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -4078937.500000 Penalty: 3614.500732
	Iteration 19Q: 3 clusters Score -4078938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -4078938.000000 Penalty: 3614.500732
	Iteration 20F: 3 clusters Score -4078938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -4078936.500000 Penalty: 3614.500732
	Iteration 21Q: 3 clusters Score -4078936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -4078936.500000 Penalty: 3614.500732
	Iteration 22F: 3 clusters Score -4078936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Entering Unmasked Estep 
Score: -4773251.000000 Penalty: 1835.898560
	Iteration 0F: 2 clusters Score -4773251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -4719404.500000 Penalty: 3671.797119
	Iteration 0F: 3 clusters Score -4719404 nChanged 38359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -4741234.500000 Penalty: 3671.797119
	Iteration 1F: 3 clusters Score -4741234 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4741862.500000 Penalty: 3671.797119
	Iteration 2Q: 3 clusters Score -4741862 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4742451.500000 Penalty: 3671.797119
	Iteration 3Q: 3 clusters Score -4742452 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4743181.000000 Penalty: 3671.797119
	Iteration 4Q: 3 clusters Score -4743181 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4744249.500000 Penalty: 3671.797119
	Iteration 5Q: 3 clusters Score -4744250 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4745832.500000 Penalty: 3671.797119
	Iteration 6Q: 3 clusters Score -4745832 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4748217.000000 Penalty: 3671.797119
	Iteration 7Q: 3 clusters Score -4748217 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4751423.000000 Penalty: 3671.797119
	Iteration 8F: 3 clusters Score -4751423 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4755083.000000 Penalty: 3671.797119
	Iteration 9F: 3 clusters Score -4755083 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4758456.000000 Penalty: 3671.797119
	Iteration 10F: 3 clusters Score -4758456 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4761137.500000 Penalty: 3671.797119
	Iteration 11Q: 3 clusters Score -4761138 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4763198.000000 Penalty: 3671.797119
	Iteration 12Q: 3 clusters Score -4763198 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4764848.500000 Penalty: 3671.797119
	Iteration 13Q: 3 clusters Score -4764848 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4766248.500000 Penalty: 3671.797119
	Iteration 14Q: 3 clusters Score -4766248 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4767509.000000 Penalty: 3671.797119
	Iteration 15Q: 3 clusters Score -4767509 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4768463.000000 Penalty: 3671.797119
	Iteration 16Q: 3 clusters Score -4768463 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4769253.000000 Penalty: 3671.797119
	Iteration 17Q: 3 clusters Score -4769253 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4769968.500000 Penalty: 3671.797119
	Iteration 18Q: 3 clusters Score -4769968 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4770478.500000 Penalty: 3671.797119
	Iteration 19Q: 3 clusters Score -4770478 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4770866.500000 Penalty: 3671.797119
	Iteration 20F: 3 clusters Score -4770866 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4771130.000000 Penalty: 3671.797119
	Iteration 21Q: 3 clusters Score -4771130 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4771312.000000 Penalty: 3671.797119
	Iteration 22Q: 3 clusters Score -4771312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4771428.000000 Penalty: 3671.797119
	Iteration 23Q: 3 clusters Score -4771428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4771487.500000 Penalty: 3671.797119
	Iteration 24Q: 3 clusters Score -4771488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4771532.500000 Penalty: 3671.797119
	Iteration 25Q: 3 clusters Score -4771532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4771565.000000 Penalty: 3671.797119
	Iteration 26Q: 3 clusters Score -4771565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4771599.500000 Penalty: 3671.797119
	Iteration 27Q: 3 clusters Score -4771600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4771626.000000 Penalty: 3671.797119
	Iteration 28Q: 3 clusters Score -4771626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4771643.500000 Penalty: 3671.797119
	Iteration 29Q: 3 clusters Score -4771644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4771653.500000 Penalty: 3671.797119
	Iteration 30Q: 3 clusters Score -4771654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4771656.000000 Penalty: 3671.797119
	Iteration 31Q: 3 clusters Score -4771656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4771663.000000 Penalty: 3671.797119
	Iteration 32Q: 3 clusters Score -4771663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4771668.000000 Penalty: 3671.797119
	Iteration 33Q: 3 clusters Score -4771668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4771666.000000 Penalty: 3671.797119
	Iteration 34Q: 3 clusters Score -4771666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4771666.000000 Penalty: 3671.797119
	Iteration 35Q: 3 clusters Score -4771666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4771666.000000 Penalty: 3671.797119
	Iteration 36F: 3 clusters Score -4771666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -352056.375000 Penalty: 1418.369263
	Iteration 0F: 2 clusters Score -352056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -347300.375000 Penalty: 2836.738525
	Iteration 0F: 3 clusters Score -347300.4 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -348844.000000 Penalty: 2836.738525
	Iteration 1F: 3 clusters Score -348844 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -349197.562500 Penalty: 2836.738525
	Iteration 2F: 3 clusters Score -349197.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -349504.593750 Penalty: 2836.738525
	Iteration 3F: 3 clusters Score -349504.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -349783.687500 Penalty: 2836.738525
	Iteration 4F: 3 clusters Score -349783.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -350105.312500 Penalty: 2836.738525
	Iteration 5F: 3 clusters Score -350105.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -350611.656250 Penalty: 2836.738525
	Iteration 6F: 3 clusters Score -350611.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -350964.593750 Penalty: 2836.738525
	Iteration 7F: 3 clusters Score -350964.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -351163.375000 Penalty: 2836.738525
	Iteration 8Q: 3 clusters Score -351163.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -351301.062500 Penalty: 2836.738525
	Iteration 9Q: 3 clusters Score -351301.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -351385.906250 Penalty: 2836.738525
	Iteration 10Q: 3 clusters Score -351385.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -351445.687500 Penalty: 2836.738525
	Iteration 11Q: 3 clusters Score -351445.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -351477.906250 Penalty: 2836.738525
	Iteration 12Q: 3 clusters Score -351477.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -351505.593750 Penalty: 2836.738525
	Iteration 13Q: 3 clusters Score -351505.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -351529.125000 Penalty: 2836.738525
	Iteration 14Q: 3 clusters Score -351529.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -351543.562500 Penalty: 2836.738525
	Iteration 15Q: 3 clusters Score -351543.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -351553.125000 Penalty: 2836.738525
	Iteration 16Q: 3 clusters Score -351553.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -351558.843750 Penalty: 2836.738525
	Iteration 17Q: 3 clusters Score -351558.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -351561.718750 Penalty: 2836.738525
	Iteration 18Q: 3 clusters Score -351561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -351563.843750 Penalty: 2836.738525
	Iteration 19Q: 3 clusters Score -351563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -351565.250000 Penalty: 2836.738525
	Iteration 20F: 3 clusters Score -351565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -351567.031250 Penalty: 2836.738525
	Iteration 21Q: 3 clusters Score -351567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -351567.812500 Penalty: 2836.738525
	Iteration 22Q: 3 clusters Score -351567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -351568.812500 Penalty: 2836.738525
	Iteration 23Q: 3 clusters Score -351568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -351568.906250 Penalty: 2836.738525
	Iteration 24Q: 3 clusters Score -351568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -351569.406250 Penalty: 2836.738525
	Iteration 25Q: 3 clusters Score -351569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -351569.406250 Penalty: 2836.738525
	Iteration 26F: 3 clusters Score -351569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -139472.453125 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -139472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -137056.515625 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -137056.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -137616.656250 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -137616.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137788.046875 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -137788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -137932.453125 Penalty: 2541.512207
	Iteration 3F: 3 clusters Score -137932.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -138073.500000 Penalty: 2541.512207
	Iteration 4F: 3 clusters Score -138073.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -138191.390625 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -138191.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -138294.140625 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -138294.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -138401.328125 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -138401.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -138493.890625 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -138493.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138593.281250 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -138593.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -138686.343750 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -138686.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138759.187500 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -138759.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -138819.234375 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -138819.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138860.968750 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -138861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138926.421875 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -138926.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139081.671875 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -139081.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139193.828125 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -139193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139220.078125 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -139220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139229.359375 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -139229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139236.703125 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -139236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139244.031250 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -139244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139247.687500 Penalty: 2541.512207
	Iteration 21Q: 3 clusters Score -139247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139251.421875 Penalty: 2541.512207
	Iteration 22Q: 3 clusters Score -139251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139260.265625 Penalty: 2541.512207
	Iteration 23Q: 3 clusters Score -139260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139271.390625 Penalty: 2541.512207
	Iteration 24Q: 3 clusters Score -139271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139287.906250 Penalty: 2541.512207
	Iteration 25Q: 3 clusters Score -139287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -139305.156250 Penalty: 2541.512207
	Iteration 26Q: 3 clusters Score -139305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139317.484375 Penalty: 2541.512207
	Iteration 27Q: 3 clusters Score -139317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139326.765625 Penalty: 2541.512207
	Iteration 28Q: 3 clusters Score -139326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139334.453125 Penalty: 2541.512207
	Iteration 29Q: 3 clusters Score -139334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139337.453125 Penalty: 2541.512207
	Iteration 30Q: 3 clusters Score -139337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139338.703125 Penalty: 2541.512207
	Iteration 31Q: 3 clusters Score -139338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139339.125000 Penalty: 2541.512207
	Iteration 32Q: 3 clusters Score -139339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139340.015625 Penalty: 2541.512207
	Iteration 33Q: 3 clusters Score -139340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139340.500000 Penalty: 2541.512207
	Iteration 34Q: 3 clusters Score -139340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139340.500000 Penalty: 2541.512207
	Iteration 35F: 3 clusters Score -139340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -337736.437500 Penalty: 1398.524170
	Iteration 0F: 2 clusters Score -337736.4 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 2772 members 
Entering Unmasked Estep 
Score: -333416.812500 Penalty: 2797.048340
	Iteration 0F: 3 clusters Score -333416.8 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -334697.250000 Penalty: 2797.048340
	Iteration 1F: 3 clusters Score -334697.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -334945.875000 Penalty: 2797.048340
	Iteration 2F: 3 clusters Score -334945.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -335180.937500 Penalty: 2797.048340
	Iteration 3F: 3 clusters Score -335180.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -335399.406250 Penalty: 2797.048340
	Iteration 4F: 3 clusters Score -335399.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -335616.937500 Penalty: 2797.048340
	Iteration 5F: 3 clusters Score -335616.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -335822.625000 Penalty: 2797.048340
	Iteration 6F: 3 clusters Score -335822.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -336011.718750 Penalty: 2797.048340
	Iteration 7Q: 3 clusters Score -336011.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -336160.093750 Penalty: 2797.048340
	Iteration 8Q: 3 clusters Score -336160.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -336284.781250 Penalty: 2797.048340
	Iteration 9Q: 3 clusters Score -336284.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -336374.593750 Penalty: 2797.048340
	Iteration 10Q: 3 clusters Score -336374.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -336423.906250 Penalty: 2797.048340
	Iteration 11Q: 3 clusters Score -336423.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -336450.812500 Penalty: 2797.048340
	Iteration 12Q: 3 clusters Score -336450.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -336470.718750 Penalty: 2797.048340
	Iteration 13Q: 3 clusters Score -336470.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -336486.437500 Penalty: 2797.048340
	Iteration 14Q: 3 clusters Score -336486.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -336500.781250 Penalty: 2797.048340
	Iteration 15Q: 3 clusters Score -336500.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -336519.343750 Penalty: 2797.048340
	Iteration 16Q: 3 clusters Score -336519.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -336535.531250 Penalty: 2797.048340
	Iteration 17Q: 3 clusters Score -336535.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -336550.500000 Penalty: 2797.048340
	Iteration 18Q: 3 clusters Score -336550.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -336558.968750 Penalty: 2797.048340
	Iteration 19Q: 3 clusters Score -336559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -336568.156250 Penalty: 2797.048340
	Iteration 20F: 3 clusters Score -336568.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -336576.156250 Penalty: 2797.048340
	Iteration 21Q: 3 clusters Score -336576.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -336583.343750 Penalty: 2797.048340
	Iteration 22Q: 3 clusters Score -336583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -336585.531250 Penalty: 2797.048340
	Iteration 23Q: 3 clusters Score -336585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -336587.500000 Penalty: 2797.048340
	Iteration 24Q: 3 clusters Score -336587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -336587.500000 Penalty: 2797.048340
	Iteration 25Q: 3 clusters Score -336587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -336588.500000 Penalty: 2797.048340
	Iteration 26Q: 3 clusters Score -336588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -336588.562500 Penalty: 2797.048340
	Iteration 27Q: 3 clusters Score -336588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -336588.812500 Penalty: 2797.048340
	Iteration 28Q: 3 clusters Score -336588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -336589.468750 Penalty: 2797.048340
	Iteration 29Q: 3 clusters Score -336589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -336589.718750 Penalty: 2797.048340
	Iteration 30Q: 3 clusters Score -336589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -336590.281250 Penalty: 2797.048340
	Iteration 31Q: 3 clusters Score -336590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -336591.218750 Penalty: 2797.048340
	Iteration 32Q: 3 clusters Score -336591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -336591.218750 Penalty: 2797.048340
	Iteration 33F: 3 clusters Score -336591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -49496.246094 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -49496.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48135.886719 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -48135.89 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48379.437500 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -48379.44 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48450.343750 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -48450.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -48492.187500 Penalty: 2200.506592
	Iteration 3Q: 3 clusters Score -48492.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48510.468750 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -48510.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48521.242188 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -48521.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48532.019531 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -48532.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48537.910156 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -48537.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48540.031250 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -48540.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48542.058594 Penalty: 2200.506592
	Iteration 9Q: 3 clusters Score -48542.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48543.312500 Penalty: 2200.506592
	Iteration 10Q: 3 clusters Score -48543.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48545.601562 Penalty: 2200.506592
	Iteration 11Q: 3 clusters Score -48545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48547.695312 Penalty: 2200.506592
	Iteration 12Q: 3 clusters Score -48547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48549.074219 Penalty: 2200.506592
	Iteration 13Q: 3 clusters Score -48549.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -48549.609375 Penalty: 2200.506592
	Iteration 14Q: 3 clusters Score -48549.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48549.777344 Penalty: 2200.506592
	Iteration 15Q: 3 clusters Score -48549.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48549.777344 Penalty: 2200.506592
	Iteration 16F: 3 clusters Score -48549.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -65091.976562 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -65091.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -63335.542969 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -63335.54 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -63749.433594 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -63749.43 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -63871.492188 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -63871.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -63947.703125 Penalty: 2383.232422
	Iteration 3F: 3 clusters Score -63947.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -64009.984375 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -64009.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64060.429688 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -64060.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64096.203125 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -64096.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64123.167969 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -64123.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64138.570312 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -64138.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64147.738281 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -64147.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -64153.679688 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -64153.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -64159.910156 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -64159.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64166.042969 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -64166.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64172.914062 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -64172.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64176.941406 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -64176.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -64179.187500 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -64179.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64182.542969 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -64182.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -64185.277344 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -64185.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64186.738281 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -64186.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -64187.390625 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -64187.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64187.933594 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -64187.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64188.535156 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -64188.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64190.128906 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -64190.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64192.656250 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -64192.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -64196.015625 Penalty: 2383.232422
	Iteration 24Q: 3 clusters Score -64196.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64198.285156 Penalty: 2383.232422
	Iteration 25Q: 3 clusters Score -64198.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64200.078125 Penalty: 2383.232422
	Iteration 26Q: 3 clusters Score -64200.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64200.871094 Penalty: 2383.232422
	Iteration 27Q: 3 clusters Score -64200.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64200.871094 Penalty: 2383.232422
	Iteration 28F: 3 clusters Score -64200.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -47945.539062 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -47945.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46568.105469 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -46568.11 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -46915.703125 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -46915.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47114.488281 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -47114.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -47209.527344 Penalty: 2238.786133
	Iteration 3F: 3 clusters Score -47209.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47262.417969 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -47262.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -47295.218750 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -47295.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -47340.410156 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -47340.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47380.019531 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -47380.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47399.152344 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -47399.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47412.187500 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -47412.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -47421.687500 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -47421.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -47444.042969 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -47444.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47462.234375 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -47462.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -47480.542969 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -47480.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -47492.714844 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -47492.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -47500.417969 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -47500.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47528.500000 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -47528.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -47560.996094 Penalty: 2238.786133
	Iteration 17Q: 3 clusters Score -47561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47591.523438 Penalty: 2238.786133
	Iteration 18Q: 3 clusters Score -47591.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47627.546875 Penalty: 2238.786133
	Iteration 19Q: 3 clusters Score -47627.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -47650.992188 Penalty: 2238.786133
	Iteration 20F: 3 clusters Score -47650.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -47695.488281 Penalty: 2238.786133
	Iteration 21Q: 3 clusters Score -47695.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -47735.082031 Penalty: 2238.786133
	Iteration 22Q: 3 clusters Score -47735.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47769.683594 Penalty: 2238.786133
	Iteration 23Q: 3 clusters Score -47769.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47802.152344 Penalty: 2238.786133
	Iteration 24Q: 3 clusters Score -47802.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47830.109375 Penalty: 2238.786133
	Iteration 25Q: 3 clusters Score -47830.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47843.250000 Penalty: 2238.786133
	Iteration 26Q: 3 clusters Score -47843.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47862.535156 Penalty: 2238.786133
	Iteration 27Q: 3 clusters Score -47862.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47870.789062 Penalty: 2238.786133
	Iteration 28Q: 3 clusters Score -47870.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47874.519531 Penalty: 2238.786133
	Iteration 29Q: 3 clusters Score -47874.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47876.992188 Penalty: 2238.786133
	Iteration 30Q: 3 clusters Score -47876.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47878.003906 Penalty: 2238.786133
	Iteration 31Q: 3 clusters Score -47878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47878.894531 Penalty: 2238.786133
	Iteration 32Q: 3 clusters Score -47878.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47878.894531 Penalty: 2238.786133
	Iteration 33F: 3 clusters Score -47878.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (78458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Entering Unmasked Estep 
Score: -4740833.500000 Penalty: 1831.426880
	Iteration 0F: 2 clusters Score -4740834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -4688180.500000 Penalty: 3662.853760
	Iteration 0F: 3 clusters Score -4688180 nChanged 37312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4710190.000000 Penalty: 3662.853760
	Iteration 1F: 3 clusters Score -4710190 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4711210.500000 Penalty: 3662.853760
	Iteration 2Q: 3 clusters Score -4711210 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4712682.000000 Penalty: 3662.853760
	Iteration 3Q: 3 clusters Score -4712682 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4714798.000000 Penalty: 3662.853760
	Iteration 4Q: 3 clusters Score -4714798 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4717650.000000 Penalty: 3662.853760
	Iteration 5F: 3 clusters Score -4717650 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4721171.000000 Penalty: 3662.853760
	Iteration 6F: 3 clusters Score -4721171 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4724915.500000 Penalty: 3662.853760
	Iteration 7F: 3 clusters Score -4724916 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -4727903.500000 Penalty: 3662.853760
	Iteration 8F: 3 clusters Score -4727904 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4729831.500000 Penalty: 3662.853760
	Iteration 9Q: 3 clusters Score -4729832 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4730944.000000 Penalty: 3662.853760
	Iteration 10Q: 3 clusters Score -4730944 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4731640.500000 Penalty: 3662.853760
	Iteration 11Q: 3 clusters Score -4731640 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4732066.500000 Penalty: 3662.853760
	Iteration 12Q: 3 clusters Score -4732066 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4732375.500000 Penalty: 3662.853760
	Iteration 13Q: 3 clusters Score -4732376 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4732639.500000 Penalty: 3662.853760
	Iteration 14Q: 3 clusters Score -4732640 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4732853.000000 Penalty: 3662.853760
	Iteration 15Q: 3 clusters Score -4732853 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4733022.500000 Penalty: 3662.853760
	Iteration 16Q: 3 clusters Score -4733022 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4733207.000000 Penalty: 3662.853760
	Iteration 17Q: 3 clusters Score -4733207 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4733396.000000 Penalty: 3662.853760
	Iteration 18Q: 3 clusters Score -4733396 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4733571.000000 Penalty: 3662.853760
	Iteration 19Q: 3 clusters Score -4733571 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4733798.000000 Penalty: 3662.853760
	Iteration 20F: 3 clusters Score -4733798 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4734124.000000 Penalty: 3662.853760
	Iteration 21Q: 3 clusters Score -4734124 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4734430.500000 Penalty: 3662.853760
	Iteration 22Q: 3 clusters Score -4734430 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4734824.500000 Penalty: 3662.853760
	Iteration 23Q: 3 clusters Score -4734824 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4735350.500000 Penalty: 3662.853760
	Iteration 24Q: 3 clusters Score -4735350 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4735898.000000 Penalty: 3662.853760
	Iteration 25Q: 3 clusters Score -4735898 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4736448.000000 Penalty: 3662.853760
	Iteration 26Q: 3 clusters Score -4736448 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4736895.500000 Penalty: 3662.853760
	Iteration 27Q: 3 clusters Score -4736896 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4737359.500000 Penalty: 3662.853760
	Iteration 28Q: 3 clusters Score -4737360 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4737744.500000 Penalty: 3662.853760
	Iteration 29Q: 3 clusters Score -4737744 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4738043.000000 Penalty: 3662.853760
	Iteration 30Q: 3 clusters Score -4738043 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4738327.000000 Penalty: 3662.853760
	Iteration 31Q: 3 clusters Score -4738327 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4738568.000000 Penalty: 3662.853760
	Iteration 32Q: 3 clusters Score -4738568 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4738753.000000 Penalty: 3662.853760
	Iteration 33Q: 3 clusters Score -4738753 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4738921.500000 Penalty: 3662.853760
	Iteration 34Q: 3 clusters Score -4738922 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4739062.000000 Penalty: 3662.853760
	Iteration 35Q: 3 clusters Score -4739062 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4739173.000000 Penalty: 3662.853760
	Iteration 36Q: 3 clusters Score -4739173 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4739272.000000 Penalty: 3662.853760
	Iteration 37Q: 3 clusters Score -4739272 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4739344.000000 Penalty: 3662.853760
	Iteration 38Q: 3 clusters Score -4739344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4739411.500000 Penalty: 3662.853760
	Iteration 39Q: 3 clusters Score -4739412 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4739475.000000 Penalty: 3662.853760
	Iteration 40F: 3 clusters Score -4739475 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4739529.500000 Penalty: 3662.853760
	Iteration 41Q: 3 clusters Score -4739530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4739569.000000 Penalty: 3662.853760
	Iteration 42Q: 3 clusters Score -4739569 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4739580.000000 Penalty: 3662.853760
	Iteration 43Q: 3 clusters Score -4739580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4739600.000000 Penalty: 3662.853760
	Iteration 44Q: 3 clusters Score -4739600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4739627.500000 Penalty: 3662.853760
	Iteration 45Q: 3 clusters Score -4739628 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4739646.000000 Penalty: 3662.853760
	Iteration 46Q: 3 clusters Score -4739646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4739667.000000 Penalty: 3662.853760
	Iteration 47Q: 3 clusters Score -4739667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4739680.000000 Penalty: 3662.853760
	Iteration 48Q: 3 clusters Score -4739680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4739688.500000 Penalty: 3662.853760
	Iteration 49Q: 3 clusters Score -4739688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4739700.500000 Penalty: 3662.853760
	Iteration 50Q: 3 clusters Score -4739700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4739697.000000 Penalty: 3662.853760
	Iteration 51Q: 3 clusters Score -4739697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4739702.500000 Penalty: 3662.853760
	Iteration 52Q: 3 clusters Score -4739702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4739711.500000 Penalty: 3662.853760
	Iteration 53Q: 3 clusters Score -4739712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4739714.000000 Penalty: 3662.853760
	Iteration 54Q: 3 clusters Score -4739714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4739716.000000 Penalty: 3662.853760
	Iteration 55Q: 3 clusters Score -4739716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4739720.000000 Penalty: 3662.853760
	Iteration 56Q: 3 clusters Score -4739720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4739716.500000 Penalty: 3662.853760
	Iteration 57Q: 3 clusters Score -4739716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4739719.500000 Penalty: 3662.853760
	Iteration 58Q: 3 clusters Score -4739720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4739726.500000 Penalty: 3662.853760
	Iteration 59Q: 3 clusters Score -4739726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4739725.000000 Penalty: 3662.853760
	Iteration 60F: 3 clusters Score -4739725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4739716.500000 Penalty: 3662.853760
	Iteration 61Q: 3 clusters Score -4739716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4739727.500000 Penalty: 3662.853760
	Iteration 62Q: 3 clusters Score -4739728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4739733.000000 Penalty: 3662.853760
	Iteration 63Q: 3 clusters Score -4739733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4739734.000000 Penalty: 3662.853760
	Iteration 64Q: 3 clusters Score -4739734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4739734.500000 Penalty: 3662.853760
	Iteration 65Q: 3 clusters Score -4739734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4739733.500000 Penalty: 3662.853760
	Iteration 66Q: 3 clusters Score -4739734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4739736.000000 Penalty: 3662.853760
	Iteration 67Q: 3 clusters Score -4739736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4739742.000000 Penalty: 3662.853760
	Iteration 68Q: 3 clusters Score -4739742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4739746.500000 Penalty: 3662.853760
	Iteration 69Q: 3 clusters Score -4739746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4739753.500000 Penalty: 3662.853760
	Iteration 70Q: 3 clusters Score -4739754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4739754.500000 Penalty: 3662.853760
	Iteration 71Q: 3 clusters Score -4739754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4739756.500000 Penalty: 3662.853760
	Iteration 72Q: 3 clusters Score -4739756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4739752.500000 Penalty: 3662.853760
	Iteration 73Q: 3 clusters Score -4739752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4739750.000000 Penalty: 3662.853760
	Iteration 74Q: 3 clusters Score -4739750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4739750.000000 Penalty: 3662.853760
	Iteration 75Q: 3 clusters Score -4739750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4739753.000000 Penalty: 3662.853760
	Iteration 76Q: 3 clusters Score -4739753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4739753.000000 Penalty: 3662.853760
	Iteration 77Q: 3 clusters Score -4739753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4739755.000000 Penalty: 3662.853760
	Iteration 78Q: 3 clusters Score -4739755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4739755.500000 Penalty: 3662.853760
	Iteration 79Q: 3 clusters Score -4739756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4739756.000000 Penalty: 3662.853760
	Iteration 80F: 3 clusters Score -4739756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4739754.000000 Penalty: 3662.853760
	Iteration 81Q: 3 clusters Score -4739754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4739750.000000 Penalty: 3662.853760
	Iteration 82Q: 3 clusters Score -4739750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4739750.000000 Penalty: 3662.853760
	Iteration 83Q: 3 clusters Score -4739750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4739754.500000 Penalty: 3662.853760
	Iteration 84Q: 3 clusters Score -4739754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4739756.000000 Penalty: 3662.853760
	Iteration 85Q: 3 clusters Score -4739756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4739752.500000 Penalty: 3662.853760
	Iteration 86Q: 3 clusters Score -4739752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4739755.500000 Penalty: 3662.853760
	Iteration 87Q: 3 clusters Score -4739756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4739755.500000 Penalty: 3662.853760
	Iteration 88F: 3 clusters Score -4739756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -74152.570312 Penalty: 1217.392334
	Iteration 0F: 2 clusters Score -74152.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -72245.054688 Penalty: 2434.784668
	Iteration 0F: 3 clusters Score -72245.05 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -72920.484375 Penalty: 2434.784668
	Iteration 1F: 3 clusters Score -72920.48 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73144.570312 Penalty: 2434.784668
	Iteration 2F: 3 clusters Score -73144.57 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73294.078125 Penalty: 2434.784668
	Iteration 3F: 3 clusters Score -73294.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73410.109375 Penalty: 2434.784668
	Iteration 4F: 3 clusters Score -73410.11 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -73468.406250 Penalty: 2434.784668
	Iteration 5Q: 3 clusters Score -73468.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -73526.460938 Penalty: 2434.784668
	Iteration 6Q: 3 clusters Score -73526.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -73578.984375 Penalty: 2434.784668
	Iteration 7Q: 3 clusters Score -73578.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -73619.648438 Penalty: 2434.784668
	Iteration 8Q: 3 clusters Score -73619.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -73651.218750 Penalty: 2434.784668
	Iteration 9Q: 3 clusters Score -73651.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -73691.718750 Penalty: 2434.784668
	Iteration 10Q: 3 clusters Score -73691.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -73728.335938 Penalty: 2434.784668
	Iteration 11Q: 3 clusters Score -73728.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73767.710938 Penalty: 2434.784668
	Iteration 12Q: 3 clusters Score -73767.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73798.968750 Penalty: 2434.784668
	Iteration 13Q: 3 clusters Score -73798.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -73826.414062 Penalty: 2434.784668
	Iteration 14Q: 3 clusters Score -73826.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -73842.109375 Penalty: 2434.784668
	Iteration 15Q: 3 clusters Score -73842.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -73859.281250 Penalty: 2434.784668
	Iteration 16Q: 3 clusters Score -73859.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -73874.500000 Penalty: 2434.784668
	Iteration 17Q: 3 clusters Score -73874.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -73881.820312 Penalty: 2434.784668
	Iteration 18Q: 3 clusters Score -73881.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -73886.609375 Penalty: 2434.784668
	Iteration 19Q: 3 clusters Score -73886.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -73889.078125 Penalty: 2434.784668
	Iteration 20F: 3 clusters Score -73889.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -73890.718750 Penalty: 2434.784668
	Iteration 21Q: 3 clusters Score -73890.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -73891.179688 Penalty: 2434.784668
	Iteration 22Q: 3 clusters Score -73891.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -73891.250000 Penalty: 2434.784668
	Iteration 23Q: 3 clusters Score -73891.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -73891.250000 Penalty: 2434.784668
	Iteration 24F: 3 clusters Score -73891.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -128937.867188 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -128937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -126683.703125 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -126683.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -127226.460938 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -127226.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -127385.125000 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -127385.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -127488.296875 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -127488.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -127572.257812 Penalty: 2512.877441
	Iteration 4Q: 3 clusters Score -127572.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -127641.921875 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -127641.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -127702.656250 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -127702.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -127741.562500 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -127741.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -127772.109375 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -127772.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127798.218750 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -127798.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127828.023438 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -127828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -127854.742188 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -127854.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127881.812500 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -127881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -127901.757812 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -127901.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -127924.812500 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -127924.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -127947.304688 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -127947.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -127981.437500 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -127981.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128026.812500 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -128026.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -128087.742188 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -128087.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -128145.015625 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -128145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128192.445312 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -128192.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128230.515625 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -128230.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128258.445312 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -128258.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128291.851562 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -128291.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128340.046875 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -128340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -128387.875000 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -128387.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128423.976562 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -128424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128435.906250 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -128435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128443.515625 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -128443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -128446.414062 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -128446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128448.515625 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -128448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128449.320312 Penalty: 2512.877441
	Iteration 31Q: 3 clusters Score -128449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128449.976562 Penalty: 2512.877441
	Iteration 32Q: 3 clusters Score -128450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128449.976562 Penalty: 2512.877441
	Iteration 33F: 3 clusters Score -128450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -106160.859375 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -106160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104178.632812 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -104178.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104609.773438 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -104609.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -104720.203125 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -104720.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -104776.179688 Penalty: 2441.955566
	Iteration 3Q: 3 clusters Score -104776.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -104820.062500 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -104820.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -104859.359375 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -104859.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -104894.375000 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -104894.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104922.507812 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -104922.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -104941.906250 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -104941.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104964.539062 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -104964.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104981.640625 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -104981.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105001.125000 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -105001.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105015.703125 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -105015.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105025.992188 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -105026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105033.328125 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -105033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105042.023438 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -105042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105051.140625 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -105051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105055.226562 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -105055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105060.554688 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -105060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105062.960938 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -105063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105064.984375 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -105065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105065.656250 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -105065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105065.656250 Penalty: 2441.955566
	Iteration 22F: 3 clusters Score -105065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -88245.109375 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -88245.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86436.312500 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -86436.31 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -86821.171875 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -86821.17 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -86945.671875 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -86945.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -87026.039062 Penalty: 2397.974609
	Iteration 3Q: 3 clusters Score -87026.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -87113.882812 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -87113.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -87156.726562 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -87156.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87194.468750 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -87194.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87231.648438 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -87231.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87264.609375 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -87264.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87284.710938 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -87284.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -87309.695312 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -87309.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -87340.234375 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -87340.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -87375.671875 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -87375.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -87430.906250 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -87430.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -87512.117188 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -87512.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87577.984375 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -87577.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87647.695312 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -87647.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -87674.789062 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -87674.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -87692.492188 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -87692.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -87702.195312 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -87702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -87705.609375 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -87705.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -87708.382812 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -87708.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -87710.765625 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -87710.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87712.093750 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -87712.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87712.093750 Penalty: 2397.974609
	Iteration 24F: 3 clusters Score -87712.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -317980.343750 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -317980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -313844.156250 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -313844.2 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -315206.500000 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -315206.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -315479.312500 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -315479.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -315672.468750 Penalty: 2779.833008
	Iteration 3F: 3 clusters Score -315672.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -315834.125000 Penalty: 2779.833008
	Iteration 4F: 3 clusters Score -315834.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -315950.437500 Penalty: 2779.833008
	Iteration 5Q: 3 clusters Score -315950.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -316054.875000 Penalty: 2779.833008
	Iteration 6Q: 3 clusters Score -316054.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -316124.375000 Penalty: 2779.833008
	Iteration 7Q: 3 clusters Score -316124.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -316190.218750 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -316190.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -316254.000000 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -316254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -316312.281250 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -316312.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -316367.406250 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -316367.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -316427.875000 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -316427.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -316492.156250 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -316492.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -316543.781250 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -316543.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -316571.187500 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -316571.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316598.218750 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -316598.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -316624.218750 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -316624.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -316637.750000 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -316637.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -316650.406250 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -316650.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -316656.875000 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -316656.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -316663.093750 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -316663.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316670.062500 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -316670.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -316674.906250 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -316674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -316679.906250 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -316679.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -316685.937500 Penalty: 2779.833008
	Iteration 25Q: 3 clusters Score -316685.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316692.906250 Penalty: 2779.833008
	Iteration 26Q: 3 clusters Score -316692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -316698.125000 Penalty: 2779.833008
	Iteration 27Q: 3 clusters Score -316698.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -316704.781250 Penalty: 2779.833008
	Iteration 28Q: 3 clusters Score -316704.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -316710.437500 Penalty: 2779.833008
	Iteration 29Q: 3 clusters Score -316710.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -316720.875000 Penalty: 2779.833008
	Iteration 30Q: 3 clusters Score -316720.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -316729.093750 Penalty: 2779.833008
	Iteration 31Q: 3 clusters Score -316729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -316735.937500 Penalty: 2779.833008
	Iteration 32Q: 3 clusters Score -316735.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -316740.500000 Penalty: 2779.833008
	Iteration 33Q: 3 clusters Score -316740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -316746.218750 Penalty: 2779.833008
	Iteration 34Q: 3 clusters Score -316746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -316753.156250 Penalty: 2779.833008
	Iteration 35Q: 3 clusters Score -316753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -316759.593750 Penalty: 2779.833008
	Iteration 36Q: 3 clusters Score -316759.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -316768.062500 Penalty: 2779.833008
	Iteration 37Q: 3 clusters Score -316768.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -316774.000000 Penalty: 2779.833008
	Iteration 38Q: 3 clusters Score -316774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -316777.937500 Penalty: 2779.833008
	Iteration 39Q: 3 clusters Score -316777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -316784.593750 Penalty: 2779.833008
	Iteration 40F: 3 clusters Score -316784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -316791.375000 Penalty: 2779.833008
	Iteration 41Q: 3 clusters Score -316791.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -316801.218750 Penalty: 2779.833008
	Iteration 42Q: 3 clusters Score -316801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -316812.218750 Penalty: 2779.833008
	Iteration 43Q: 3 clusters Score -316812.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -316830.031250 Penalty: 2779.833008
	Iteration 44Q: 3 clusters Score -316830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -316848.343750 Penalty: 2779.833008
	Iteration 45Q: 3 clusters Score -316848.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -316862.843750 Penalty: 2779.833008
	Iteration 46Q: 3 clusters Score -316862.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -316882.937500 Penalty: 2779.833008
	Iteration 47Q: 3 clusters Score -316882.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -316899.781250 Penalty: 2779.833008
	Iteration 48Q: 3 clusters Score -316899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -316909.187500 Penalty: 2779.833008
	Iteration 49Q: 3 clusters Score -316909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -316915.500000 Penalty: 2779.833008
	Iteration 50Q: 3 clusters Score -316915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -316920.843750 Penalty: 2779.833008
	Iteration 51Q: 3 clusters Score -316920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -316924.843750 Penalty: 2779.833008
	Iteration 52Q: 3 clusters Score -316924.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -316928.625000 Penalty: 2779.833008
	Iteration 53Q: 3 clusters Score -316928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -316930.812500 Penalty: 2779.833008
	Iteration 54Q: 3 clusters Score -316930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -316934.750000 Penalty: 2779.833008
	Iteration 55Q: 3 clusters Score -316934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -316937.906250 Penalty: 2779.833008
	Iteration 56Q: 3 clusters Score -316937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -316942.218750 Penalty: 2779.833008
	Iteration 57Q: 3 clusters Score -316942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -316946.312500 Penalty: 2779.833008
	Iteration 58Q: 3 clusters Score -316946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -316948.437500 Penalty: 2779.833008
	Iteration 59Q: 3 clusters Score -316948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -316953.718750 Penalty: 2779.833008
	Iteration 60F: 3 clusters Score -316953.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -316957.250000 Penalty: 2779.833008
	Iteration 61Q: 3 clusters Score -316957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -316961.875000 Penalty: 2779.833008
	Iteration 62Q: 3 clusters Score -316961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -316969.781250 Penalty: 2779.833008
	Iteration 63Q: 3 clusters Score -316969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316977.500000 Penalty: 2779.833008
	Iteration 64Q: 3 clusters Score -316977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -316981.875000 Penalty: 2779.833008
	Iteration 65Q: 3 clusters Score -316981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -316985.062500 Penalty: 2779.833008
	Iteration 66Q: 3 clusters Score -316985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -316986.875000 Penalty: 2779.833008
	Iteration 67Q: 3 clusters Score -316986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -316986.812500 Penalty: 2779.833008
	Iteration 68Q: 3 clusters Score -316986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316987.531250 Penalty: 2779.833008
	Iteration 69Q: 3 clusters Score -316987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316987.531250 Penalty: 2779.833008
	Iteration 70F: 3 clusters Score -316987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -265439.156250 Penalty: 1385.241943
	Iteration 0F: 2 clusters Score -265439.2 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 2503 members 
Entering Unmasked Estep 
Score: -261429.703125 Penalty: 2770.483887
	Iteration 0F: 3 clusters Score -261429.7 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -262618.843750 Penalty: 2770.483887
	Iteration 1F: 3 clusters Score -262618.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -262861.625000 Penalty: 2770.483887
	Iteration 2F: 3 clusters Score -262861.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -263039.562500 Penalty: 2770.483887
	Iteration 3F: 3 clusters Score -263039.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -263184.375000 Penalty: 2770.483887
	Iteration 4Q: 3 clusters Score -263184.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -263335.062500 Penalty: 2770.483887
	Iteration 5F: 3 clusters Score -263335.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -263475.343750 Penalty: 2770.483887
	Iteration 6Q: 3 clusters Score -263475.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -263612.562500 Penalty: 2770.483887
	Iteration 7Q: 3 clusters Score -263612.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -263742.843750 Penalty: 2770.483887
	Iteration 8Q: 3 clusters Score -263742.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263834.750000 Penalty: 2770.483887
	Iteration 9Q: 3 clusters Score -263834.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263927.593750 Penalty: 2770.483887
	Iteration 10Q: 3 clusters Score -263927.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -264017.625000 Penalty: 2770.483887
	Iteration 11Q: 3 clusters Score -264017.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -264123.343750 Penalty: 2770.483887
	Iteration 12Q: 3 clusters Score -264123.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -264235.625000 Penalty: 2770.483887
	Iteration 13Q: 3 clusters Score -264235.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -264333.281250 Penalty: 2770.483887
	Iteration 14Q: 3 clusters Score -264333.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -264419.531250 Penalty: 2770.483887
	Iteration 15Q: 3 clusters Score -264419.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -264476.968750 Penalty: 2770.483887
	Iteration 16Q: 3 clusters Score -264477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -264532.437500 Penalty: 2770.483887
	Iteration 17Q: 3 clusters Score -264532.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -264571.437500 Penalty: 2770.483887
	Iteration 18Q: 3 clusters Score -264571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -264588.687500 Penalty: 2770.483887
	Iteration 19Q: 3 clusters Score -264588.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -264599.343750 Penalty: 2770.483887
	Iteration 20F: 3 clusters Score -264599.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -264609.406250 Penalty: 2770.483887
	Iteration 21Q: 3 clusters Score -264609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -264616.718750 Penalty: 2770.483887
	Iteration 22Q: 3 clusters Score -264616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -264618.593750 Penalty: 2770.483887
	Iteration 23Q: 3 clusters Score -264618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -264620.593750 Penalty: 2770.483887
	Iteration 24Q: 3 clusters Score -264620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -264622.562500 Penalty: 2770.483887
	Iteration 25Q: 3 clusters Score -264622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -264624.312500 Penalty: 2770.483887
	Iteration 26Q: 3 clusters Score -264624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -264624.437500 Penalty: 2770.483887
	Iteration 27Q: 3 clusters Score -264624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -264624.437500 Penalty: 2770.483887
	Iteration 28F: 3 clusters Score -264624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -97847.007812 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -97847.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -95914.265625 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -95914.27 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -96353.937500 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -96353.94 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -96441.570312 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -96441.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -96479.859375 Penalty: 2425.033203
	Iteration 3Q: 3 clusters Score -96479.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -96507.343750 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -96507.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -96533.945312 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -96533.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -96564.101562 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -96564.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -96590.500000 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -96590.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -96617.156250 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -96617.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -96639.093750 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -96639.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -96660.835938 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -96660.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -96693.898438 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -96693.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -96720.242188 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -96720.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96744.757812 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -96744.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96765.757812 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -96765.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -96780.695312 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -96780.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96794.210938 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -96794.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -96804.093750 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -96804.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96817.250000 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -96817.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -96832.843750 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -96832.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -96844.585938 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -96844.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96855.382812 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -96855.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -96864.164062 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -96864.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96871.578125 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -96871.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96878.546875 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -96878.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96888.554688 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -96888.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96895.195312 Penalty: 2425.033203
	Iteration 26Q: 3 clusters Score -96895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96898.226562 Penalty: 2425.033203
	Iteration 27Q: 3 clusters Score -96898.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96900.460938 Penalty: 2425.033203
	Iteration 28Q: 3 clusters Score -96900.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96901.476562 Penalty: 2425.033203
	Iteration 29Q: 3 clusters Score -96901.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96903.398438 Penalty: 2425.033203
	Iteration 30Q: 3 clusters Score -96903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96905.218750 Penalty: 2425.033203
	Iteration 31Q: 3 clusters Score -96905.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96905.218750 Penalty: 2425.033203
	Iteration 32F: 3 clusters Score -96905.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -145408.531250 Penalty: 1277.217407
	Iteration 0F: 2 clusters Score -145408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -142940.625000 Penalty: 2554.434814
	Iteration 0F: 3 clusters Score -142940.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -143588.531250 Penalty: 2554.434814
	Iteration 1F: 3 clusters Score -143588.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -143782.140625 Penalty: 2554.434814
	Iteration 2F: 3 clusters Score -143782.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -143963.062500 Penalty: 2554.434814
	Iteration 3F: 3 clusters Score -143963.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -144122.421875 Penalty: 2554.434814
	Iteration 4F: 3 clusters Score -144122.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -144289.421875 Penalty: 2554.434814
	Iteration 5Q: 3 clusters Score -144289.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -144419.875000 Penalty: 2554.434814
	Iteration 6Q: 3 clusters Score -144419.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -144530.578125 Penalty: 2554.434814
	Iteration 7Q: 3 clusters Score -144530.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -144620.187500 Penalty: 2554.434814
	Iteration 8Q: 3 clusters Score -144620.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -144702.937500 Penalty: 2554.434814
	Iteration 9Q: 3 clusters Score -144702.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144816.640625 Penalty: 2554.434814
	Iteration 10Q: 3 clusters Score -144816.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -144944.968750 Penalty: 2554.434814
	Iteration 11Q: 3 clusters Score -144945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -145076.515625 Penalty: 2554.434814
	Iteration 12Q: 3 clusters Score -145076.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -145153.890625 Penalty: 2554.434814
	Iteration 13Q: 3 clusters Score -145153.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145201.609375 Penalty: 2554.434814
	Iteration 14Q: 3 clusters Score -145201.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -145247.531250 Penalty: 2554.434814
	Iteration 15Q: 3 clusters Score -145247.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -145288.234375 Penalty: 2554.434814
	Iteration 16Q: 3 clusters Score -145288.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145328.359375 Penalty: 2554.434814
	Iteration 17Q: 3 clusters Score -145328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -145343.015625 Penalty: 2554.434814
	Iteration 18Q: 3 clusters Score -145343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145349.765625 Penalty: 2554.434814
	Iteration 19Q: 3 clusters Score -145349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145356.187500 Penalty: 2554.434814
	Iteration 20F: 3 clusters Score -145356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145360.437500 Penalty: 2554.434814
	Iteration 21Q: 3 clusters Score -145360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145361.562500 Penalty: 2554.434814
	Iteration 22Q: 3 clusters Score -145361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145363.125000 Penalty: 2554.434814
	Iteration 23Q: 3 clusters Score -145363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145365.140625 Penalty: 2554.434814
	Iteration 24Q: 3 clusters Score -145365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145366.906250 Penalty: 2554.434814
	Iteration 25Q: 3 clusters Score -145366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145367.437500 Penalty: 2554.434814
	Iteration 26Q: 3 clusters Score -145367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145367.781250 Penalty: 2554.434814
	Iteration 27Q: 3 clusters Score -145367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145368.328125 Penalty: 2554.434814
	Iteration 28Q: 3 clusters Score -145368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145368.328125 Penalty: 2554.434814
	Iteration 29F: 3 clusters Score -145368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -194257.562500 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -194257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -191267.390625 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -191267.4 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -192257.484375 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -192257.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -192775.328125 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -192775.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -193293.750000 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -193293.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -193656.562500 Penalty: 2651.238525
	Iteration 4F: 3 clusters Score -193656.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -193996.000000 Penalty: 2651.238525
	Iteration 5F: 3 clusters Score -193996 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194290.125000 Penalty: 2651.238525
	Iteration 6Q: 3 clusters Score -194290.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -194520.531250 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -194520.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -194697.875000 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -194697.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194784.187500 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -194784.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194825.015625 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -194825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -194845.671875 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -194845.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -194863.203125 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -194863.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194876.296875 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -194876.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -194889.156250 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -194889.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194902.468750 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -194902.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -194915.468750 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -194915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -194925.203125 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -194925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -194930.078125 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -194930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194935.390625 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -194935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -194943.343750 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -194943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -194947.171875 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -194947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194949.687500 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -194949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -194952.343750 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -194952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -194953.906250 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -194953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -194953.656250 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -194953.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -194953.656250 Penalty: 2651.238525
	Iteration 26F: 3 clusters Score -194953.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 54912 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 9 contains 25907 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 80064 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22557 members 
Mstep: Class 22 contains 67612 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 981 members 
Mstep: Class 30 contains 78458 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5184 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 2244 members 
Mstep: Class 40 contains 1246 members 
Entering Unmasked Estep 
Score: -30943186.000000 Penalty: 85910.117188
Splitting cluster 39 changes total score from -30943308.000000 to -30943186.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 54912 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 9 contains 25907 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 80064 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22557 members 
Mstep: Class 22 contains 67612 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 981 members 
Mstep: Class 30 contains 78458 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5184 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943318.000000 Penalty: 83762.359375
Iteration 119Q: 40 clusters Score -3.094332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 54913 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 25911 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 80064 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22560 members 
Mstep: Class 22 contains 67613 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5452 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78427 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5185 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943340.000000 Penalty: 83762.359375
Iteration 120F: 40 clusters Score -3.094334e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 54913 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 25915 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 80064 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 22564 members 
Mstep: Class 22 contains 67610 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78389 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5186 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943370.000000 Penalty: 83762.359375
Iteration 121Q: 40 clusters Score -3.094337e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54913 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 25916 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 80063 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22570 members 
Mstep: Class 22 contains 67610 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5426 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78338 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5188 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943346.000000 Penalty: 83762.359375
Iteration 122Q: 40 clusters Score -3.094335e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54913 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 25922 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 80060 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8932 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 22576 members 
Mstep: Class 22 contains 67615 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78277 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943374.000000 Penalty: 83762.359375
Iteration 123Q: 40 clusters Score -3.094337e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54914 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 3422 members 
Mstep: Class 9 contains 25930 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 80059 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 8969 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 22586 members 
Mstep: Class 22 contains 67610 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5407 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78233 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5192 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943434.000000 Penalty: 83762.359375
Iteration 124Q: 40 clusters Score -3.094343e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 54914 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 25930 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 80058 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 22590 members 
Mstep: Class 22 contains 67614 members 
Mstep: Class 23 contains 80646 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5397 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78183 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5194 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943422.000000 Penalty: 83762.359375
Iteration 125Q: 40 clusters Score -3.094342e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54912 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 25933 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 80056 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 22599 members 
Mstep: Class 22 contains 67625 members 
Mstep: Class 23 contains 80647 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78117 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5195 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943458.000000 Penalty: 83762.359375
Iteration 126Q: 40 clusters Score -3.094346e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6380 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54910 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19117 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 25939 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 80052 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9109 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 67634 members 
Mstep: Class 23 contains 80648 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5375 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78062 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943484.000000 Penalty: 83762.359375
Iteration 127Q: 40 clusters Score -3.094348e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54910 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 25949 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 80051 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 22609 members 
Mstep: Class 22 contains 67647 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5364 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 78000 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943458.000000 Penalty: 83762.359375
Iteration 128Q: 40 clusters Score -3.094346e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54908 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 80051 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 22610 members 
Mstep: Class 22 contains 67647 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77942 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5195 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943442.000000 Penalty: 83762.359375
Iteration 129Q: 40 clusters Score -3.094344e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54910 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19116 members 
Mstep: Class 8 contains 3433 members 
Mstep: Class 9 contains 25954 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6253 members 
Mstep: Class 12 contains 80052 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9281 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22615 members 
Mstep: Class 22 contains 67650 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5342 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77877 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2282 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5194 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943442.000000 Penalty: 83762.359375
Iteration 130Q: 40 clusters Score -3.094344e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 25960 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 80052 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22617 members 
Mstep: Class 22 contains 67660 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77790 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2284 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5194 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943516.000000 Penalty: 83762.359375
Iteration 131Q: 40 clusters Score -3.094352e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 25964 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 80053 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9437 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22619 members 
Mstep: Class 22 contains 67667 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77693 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943596.000000 Penalty: 83762.359375
Iteration 132Q: 40 clusters Score -3.09436e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 25979 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 80053 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22623 members 
Mstep: Class 22 contains 67670 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77594 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5203 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943614.000000 Penalty: 83762.359375
Iteration 133Q: 40 clusters Score -3.094361e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19120 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 25992 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 80053 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22627 members 
Mstep: Class 22 contains 67672 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77484 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5208 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943606.000000 Penalty: 83762.359375
Iteration 134Q: 40 clusters Score -3.094361e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 25998 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 80051 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9714 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22633 members 
Mstep: Class 22 contains 67678 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5304 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77378 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5211 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943662.000000 Penalty: 83762.359375
Iteration 135Q: 40 clusters Score -3.094366e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54913 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 26005 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 80049 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9805 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 22638 members 
Mstep: Class 22 contains 67689 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5298 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77265 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5216 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943694.000000 Penalty: 83762.359375
Iteration 136Q: 40 clusters Score -3.094369e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54911 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19124 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 26003 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 80049 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 9899 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 22645 members 
Mstep: Class 22 contains 67705 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5293 members 
Mstep: Class 27 contains 873 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 77154 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943664.000000 Penalty: 83762.359375
Iteration 137Q: 40 clusters Score -3.094366e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19124 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 26009 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 22649 members 
Mstep: Class 22 contains 67715 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5288 members 
Mstep: Class 27 contains 873 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 77033 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2294 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5228 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943696.000000 Penalty: 83762.359375
Iteration 138Q: 40 clusters Score -3.09437e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54908 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19123 members 
Mstep: Class 8 contains 3467 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 80050 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 22654 members 
Mstep: Class 22 contains 67736 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5283 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 76878 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2296 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5224 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943680.000000 Penalty: 83762.359375
Iteration 139Q: 40 clusters Score -3.094368e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 54906 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19125 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 26023 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 80047 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 22660 members 
Mstep: Class 22 contains 67765 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5278 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 76693 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2297 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5224 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943670.000000 Penalty: 83762.359375
Iteration 140F: 40 clusters Score -3.094367e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 54901 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19128 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 26026 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 80044 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 10513 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 22673 members 
Mstep: Class 22 contains 67794 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 76454 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2297 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5227 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943730.000000 Penalty: 83762.359375
Iteration 141Q: 40 clusters Score -3.094373e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 54899 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 26037 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 80045 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 10738 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 22679 members 
Mstep: Class 22 contains 67816 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 76192 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2297 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5233 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943790.000000 Penalty: 83762.359375
Iteration 142Q: 40 clusters Score -3.094379e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6395 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 54896 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19140 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 26051 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 80044 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 10976 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5926 members 
Mstep: Class 21 contains 22687 members 
Mstep: Class 22 contains 67849 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5243 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 75911 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 2297 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5242 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943818.000000 Penalty: 83762.359375
Iteration 143Q: 40 clusters Score -3.094382e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 54895 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19145 members 
Mstep: Class 8 contains 3493 members 
Mstep: Class 9 contains 26071 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 80041 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 11202 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5925 members 
Mstep: Class 21 contains 22693 members 
Mstep: Class 22 contains 67876 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5223 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 75638 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2297 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943968.000000 Penalty: 83762.359375
Iteration 144Q: 40 clusters Score -3.094397e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 54894 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19149 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 26090 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 80033 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 11406 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 22718 members 
Mstep: Class 22 contains 67897 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5202 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 75375 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943932.000000 Penalty: 83762.359375
Iteration 145Q: 40 clusters Score -3.094393e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54894 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19153 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 26100 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 80032 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 11631 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 22735 members 
Mstep: Class 22 contains 67930 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5188 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 981 members 
Mstep: Class 30 contains 75085 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5255 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30943972.000000 Penalty: 83762.359375
Iteration 146Q: 40 clusters Score -3.094397e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54888 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19152 members 
Mstep: Class 8 contains 3514 members 
Mstep: Class 9 contains 26117 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 80031 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 11899 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 22757 members 
Mstep: Class 22 contains 67961 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 74749 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 2302 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5260 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944124.000000 Penalty: 83762.359375
Iteration 147Q: 40 clusters Score -3.094412e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54885 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 80027 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 12157 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 22786 members 
Mstep: Class 22 contains 67991 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 74420 members 
Mstep: Class 31 contains 1790 members 
Mstep: Class 32 contains 2303 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5268 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1740 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944172.000000 Penalty: 83762.359375
Iteration 148Q: 40 clusters Score -3.094417e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54881 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 26148 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 80024 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 12439 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22801 members 
Mstep: Class 22 contains 68020 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 74095 members 
Mstep: Class 31 contains 1787 members 
Mstep: Class 32 contains 2306 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5268 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944272.000000 Penalty: 83762.359375
Iteration 149Q: 40 clusters Score -3.094427e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54880 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 80024 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 22830 members 
Mstep: Class 22 contains 68053 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 73763 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 2305 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944282.000000 Penalty: 83762.359375
Iteration 150Q: 40 clusters Score -3.094428e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54879 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 26161 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 80024 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 22836 members 
Mstep: Class 22 contains 68081 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5057 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 73453 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 2304 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1738 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944336.000000 Penalty: 83762.359375
Iteration 151Q: 40 clusters Score -3.094434e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 54877 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 80023 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 2145 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22846 members 
Mstep: Class 22 contains 68099 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1001 members 
Mstep: Class 30 contains 73130 members 
Mstep: Class 31 contains 1782 members 
Mstep: Class 32 contains 2302 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5287 members 
Mstep: Class 36 contains 5038 members 
Mstep: Class 37 contains 1738 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944402.000000 Penalty: 83762.359375
Iteration 152Q: 40 clusters Score -3.09444e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 54878 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19173 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 26158 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 80022 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 13583 members 
Mstep: Class 18 contains 2144 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 22854 members 
Mstep: Class 22 contains 68126 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 5014 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 1010 members 
Mstep: Class 30 contains 72812 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5290 members 
Mstep: Class 36 contains 5038 members 
Mstep: Class 37 contains 1738 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944472.000000 Penalty: 83762.359375
Iteration 153Q: 40 clusters Score -3.094447e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54874 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19182 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 26167 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 80021 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 13841 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22874 members 
Mstep: Class 22 contains 68154 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 72507 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2295 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5292 members 
Mstep: Class 36 contains 5038 members 
Mstep: Class 37 contains 1737 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944534.000000 Penalty: 83762.359375
Iteration 154Q: 40 clusters Score -3.094453e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 54870 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19185 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 26174 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 80025 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 14103 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 22897 members 
Mstep: Class 22 contains 68179 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4968 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 72196 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944704.000000 Penalty: 83762.359375
Iteration 155Q: 40 clusters Score -3.09447e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54871 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19185 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 26181 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 80026 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 14352 members 
Mstep: Class 18 contains 2140 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22908 members 
Mstep: Class 22 contains 68211 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 1028 members 
Mstep: Class 30 contains 71914 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944734.000000 Penalty: 83762.359375
Iteration 156Q: 40 clusters Score -3.094473e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 54871 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19187 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 26184 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 80025 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 14597 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22922 members 
Mstep: Class 22 contains 68243 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1033 members 
Mstep: Class 30 contains 71628 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944760.000000 Penalty: 83762.359375
Iteration 157Q: 40 clusters Score -3.094476e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19191 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 26193 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 80023 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 14872 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 22933 members 
Mstep: Class 22 contains 68261 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4903 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 71338 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5317 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30944900.000000 Penalty: 83762.359375
Iteration 158Q: 40 clusters Score -3.09449e+07 nChanged 486
Entering ConstructFrom: 
Score: -30944900.000000 Penalty: 83762.359375
Entering ConstructFrom: 
Trying to split cluster 1 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -211496.390625 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -211496.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -208426.328125 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -208426.3 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -209210.703125 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -209210.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -209427.828125 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -209427.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -209605.078125 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -209605.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -209786.468750 Penalty: 2654.204834
	Iteration 4F: 3 clusters Score -209786.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -209993.921875 Penalty: 2654.204834
	Iteration 5F: 3 clusters Score -209993.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -210219.343750 Penalty: 2654.204834
	Iteration 6F: 3 clusters Score -210219.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -210410.953125 Penalty: 2654.204834
	Iteration 7F: 3 clusters Score -210411 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -210566.250000 Penalty: 2654.204834
	Iteration 8F: 3 clusters Score -210566.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -210684.703125 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -210684.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -210759.687500 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -210759.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -210803.718750 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -210803.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -210837.218750 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -210837.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -210864.281250 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -210864.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -210883.250000 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -210883.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -210900.750000 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -210900.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -210923.234375 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -210923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -210938.781250 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -210938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -210947.859375 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -210947.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -210954.656250 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -210954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -210957.125000 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -210957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -210958.296875 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -210958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -210958.781250 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -210958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -210959.765625 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -210959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -210961.953125 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -210962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -210963.328125 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -210963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -210965.718750 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -210965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -210967.015625 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -210967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -210969.843750 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -210969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -210971.875000 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -210971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -210975.015625 Penalty: 2654.204834
	Iteration 30Q: 3 clusters Score -210975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -210975.843750 Penalty: 2654.204834
	Iteration 31Q: 3 clusters Score -210975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -210975.875000 Penalty: 2654.204834
	Iteration 32Q: 3 clusters Score -210975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -210976.187500 Penalty: 2654.204834
	Iteration 33Q: 3 clusters Score -210976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -210978.734375 Penalty: 2654.204834
	Iteration 34Q: 3 clusters Score -210978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -210978.734375 Penalty: 2654.204834
	Iteration 35F: 3 clusters Score -210978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Entering Unmasked Estep 
Score: -377487.750000 Penalty: 1425.347656
	Iteration 0F: 2 clusters Score -377487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -372626.156250 Penalty: 2850.695312
	Iteration 0F: 3 clusters Score -372626.2 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -374040.937500 Penalty: 2850.695312
	Iteration 1F: 3 clusters Score -374040.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -374258.343750 Penalty: 2850.695312
	Iteration 2F: 3 clusters Score -374258.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -374411.125000 Penalty: 2850.695312
	Iteration 3F: 3 clusters Score -374411.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -374523.968750 Penalty: 2850.695312
	Iteration 4Q: 3 clusters Score -374524 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -374635.250000 Penalty: 2850.695312
	Iteration 5Q: 3 clusters Score -374635.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -374768.281250 Penalty: 2850.695312
	Iteration 6Q: 3 clusters Score -374768.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -374891.781250 Penalty: 2850.695312
	Iteration 7Q: 3 clusters Score -374891.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -375031.875000 Penalty: 2850.695312
	Iteration 8Q: 3 clusters Score -375031.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -375167.187500 Penalty: 2850.695312
	Iteration 9Q: 3 clusters Score -375167.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -375294.812500 Penalty: 2850.695312
	Iteration 10Q: 3 clusters Score -375294.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -375451.875000 Penalty: 2850.695312
	Iteration 11Q: 3 clusters Score -375451.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -375614.718750 Penalty: 2850.695312
	Iteration 12Q: 3 clusters Score -375614.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -375745.000000 Penalty: 2850.695312
	Iteration 13Q: 3 clusters Score -375745 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -375860.156250 Penalty: 2850.695312
	Iteration 14Q: 3 clusters Score -375860.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -375957.250000 Penalty: 2850.695312
	Iteration 15Q: 3 clusters Score -375957.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -376044.687500 Penalty: 2850.695312
	Iteration 16Q: 3 clusters Score -376044.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -376112.718750 Penalty: 2850.695312
	Iteration 17Q: 3 clusters Score -376112.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -376167.562500 Penalty: 2850.695312
	Iteration 18Q: 3 clusters Score -376167.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -376221.500000 Penalty: 2850.695312
	Iteration 19Q: 3 clusters Score -376221.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -376273.375000 Penalty: 2850.695312
	Iteration 20F: 3 clusters Score -376273.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -376304.156250 Penalty: 2850.695312
	Iteration 21Q: 3 clusters Score -376304.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -376326.093750 Penalty: 2850.695312
	Iteration 22Q: 3 clusters Score -376326.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -376342.718750 Penalty: 2850.695312
	Iteration 23Q: 3 clusters Score -376342.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -376356.031250 Penalty: 2850.695312
	Iteration 24Q: 3 clusters Score -376356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -376370.500000 Penalty: 2850.695312
	Iteration 25Q: 3 clusters Score -376370.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -376381.437500 Penalty: 2850.695312
	Iteration 26Q: 3 clusters Score -376381.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -376393.125000 Penalty: 2850.695312
	Iteration 27Q: 3 clusters Score -376393.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -376402.625000 Penalty: 2850.695312
	Iteration 28Q: 3 clusters Score -376402.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -376406.781250 Penalty: 2850.695312
	Iteration 29Q: 3 clusters Score -376406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -376410.781250 Penalty: 2850.695312
	Iteration 30Q: 3 clusters Score -376410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -376412.625000 Penalty: 2850.695312
	Iteration 31Q: 3 clusters Score -376412.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -376414.375000 Penalty: 2850.695312
	Iteration 32Q: 3 clusters Score -376414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -376416.312500 Penalty: 2850.695312
	Iteration 33Q: 3 clusters Score -376416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -376417.062500 Penalty: 2850.695312
	Iteration 34Q: 3 clusters Score -376417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -376417.250000 Penalty: 2850.695312
	Iteration 35Q: 3 clusters Score -376417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -376419.593750 Penalty: 2850.695312
	Iteration 36Q: 3 clusters Score -376419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -376422.375000 Penalty: 2850.695312
	Iteration 37Q: 3 clusters Score -376422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -376423.500000 Penalty: 2850.695312
	Iteration 38Q: 3 clusters Score -376423.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -376426.093750 Penalty: 2850.695312
	Iteration 39Q: 3 clusters Score -376426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -376427.500000 Penalty: 2850.695312
	Iteration 40F: 3 clusters Score -376427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -376427.843750 Penalty: 2850.695312
	Iteration 41Q: 3 clusters Score -376427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -376430.062500 Penalty: 2850.695312
	Iteration 42Q: 3 clusters Score -376430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -376434.218750 Penalty: 2850.695312
	Iteration 43Q: 3 clusters Score -376434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -376437.062500 Penalty: 2850.695312
	Iteration 44Q: 3 clusters Score -376437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -376440.906250 Penalty: 2850.695312
	Iteration 45Q: 3 clusters Score -376440.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -376443.218750 Penalty: 2850.695312
	Iteration 46Q: 3 clusters Score -376443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -376446.000000 Penalty: 2850.695312
	Iteration 47Q: 3 clusters Score -376446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -376447.531250 Penalty: 2850.695312
	Iteration 48Q: 3 clusters Score -376447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -376448.375000 Penalty: 2850.695312
	Iteration 49Q: 3 clusters Score -376448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -376448.250000 Penalty: 2850.695312
	Iteration 50Q: 3 clusters Score -376448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -376448.687500 Penalty: 2850.695312
	Iteration 51Q: 3 clusters Score -376448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -376449.968750 Penalty: 2850.695312
	Iteration 52Q: 3 clusters Score -376450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -376450.625000 Penalty: 2850.695312
	Iteration 53Q: 3 clusters Score -376450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -376450.687500 Penalty: 2850.695312
	Iteration 54Q: 3 clusters Score -376450.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -376451.375000 Penalty: 2850.695312
	Iteration 55Q: 3 clusters Score -376451.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -376452.562500 Penalty: 2850.695312
	Iteration 56Q: 3 clusters Score -376452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -376455.531250 Penalty: 2850.695312
	Iteration 57Q: 3 clusters Score -376455.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -376457.218750 Penalty: 2850.695312
	Iteration 58Q: 3 clusters Score -376457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -376459.937500 Penalty: 2850.695312
	Iteration 59Q: 3 clusters Score -376459.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -376464.406250 Penalty: 2850.695312
	Iteration 60F: 3 clusters Score -376464.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -376468.187500 Penalty: 2850.695312
	Iteration 61Q: 3 clusters Score -376468.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -376470.656250 Penalty: 2850.695312
	Iteration 62Q: 3 clusters Score -376470.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -376473.781250 Penalty: 2850.695312
	Iteration 63Q: 3 clusters Score -376473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -376476.187500 Penalty: 2850.695312
	Iteration 64Q: 3 clusters Score -376476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -376478.437500 Penalty: 2850.695312
	Iteration 65Q: 3 clusters Score -376478.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -376482.187500 Penalty: 2850.695312
	Iteration 66Q: 3 clusters Score -376482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -376484.156250 Penalty: 2850.695312
	Iteration 67Q: 3 clusters Score -376484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -376484.593750 Penalty: 2850.695312
	Iteration 68Q: 3 clusters Score -376484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -376484.812500 Penalty: 2850.695312
	Iteration 69Q: 3 clusters Score -376484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -376485.500000 Penalty: 2850.695312
	Iteration 70Q: 3 clusters Score -376485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -376487.093750 Penalty: 2850.695312
	Iteration 71Q: 3 clusters Score -376487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -376488.281250 Penalty: 2850.695312
	Iteration 72Q: 3 clusters Score -376488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -376489.875000 Penalty: 2850.695312
	Iteration 73Q: 3 clusters Score -376489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -376490.656250 Penalty: 2850.695312
	Iteration 74Q: 3 clusters Score -376490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -376491.562500 Penalty: 2850.695312
	Iteration 75Q: 3 clusters Score -376491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -376491.531250 Penalty: 2850.695312
	Iteration 76Q: 3 clusters Score -376491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -376491.156250 Penalty: 2850.695312
	Iteration 77Q: 3 clusters Score -376491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -376491.156250 Penalty: 2850.695312
	Iteration 78F: 3 clusters Score -376491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -481958.000000 Penalty: 1484.064209
	Iteration 0F: 2 clusters Score -481958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -475235.718750 Penalty: 2968.128418
	Iteration 0F: 3 clusters Score -475235.7 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -477416.625000 Penalty: 2968.128418
	Iteration 1F: 3 clusters Score -477416.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -477703.375000 Penalty: 2968.128418
	Iteration 2F: 3 clusters Score -477703.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -478015.375000 Penalty: 2968.128418
	Iteration 3F: 3 clusters Score -478015.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -478456.406250 Penalty: 2968.128418
	Iteration 4F: 3 clusters Score -478456.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -479004.843750 Penalty: 2968.128418
	Iteration 5F: 3 clusters Score -479004.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -479501.625000 Penalty: 2968.128418
	Iteration 6F: 3 clusters Score -479501.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -479938.312500 Penalty: 2968.128418
	Iteration 7F: 3 clusters Score -479938.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -480315.843750 Penalty: 2968.128418
	Iteration 8F: 3 clusters Score -480315.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -480602.593750 Penalty: 2968.128418
	Iteration 9Q: 3 clusters Score -480602.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -480828.843750 Penalty: 2968.128418
	Iteration 10Q: 3 clusters Score -480828.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -481023.750000 Penalty: 2968.128418
	Iteration 11Q: 3 clusters Score -481023.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -481173.812500 Penalty: 2968.128418
	Iteration 12Q: 3 clusters Score -481173.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -481291.125000 Penalty: 2968.128418
	Iteration 13Q: 3 clusters Score -481291.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -481390.312500 Penalty: 2968.128418
	Iteration 14Q: 3 clusters Score -481390.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -481463.312500 Penalty: 2968.128418
	Iteration 15Q: 3 clusters Score -481463.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -481511.156250 Penalty: 2968.128418
	Iteration 16Q: 3 clusters Score -481511.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -481552.156250 Penalty: 2968.128418
	Iteration 17Q: 3 clusters Score -481552.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -481583.593750 Penalty: 2968.128418
	Iteration 18Q: 3 clusters Score -481583.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -481606.812500 Penalty: 2968.128418
	Iteration 19Q: 3 clusters Score -481606.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -481619.250000 Penalty: 2968.128418
	Iteration 20F: 3 clusters Score -481619.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -481628.562500 Penalty: 2968.128418
	Iteration 21Q: 3 clusters Score -481628.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -481636.250000 Penalty: 2968.128418
	Iteration 22Q: 3 clusters Score -481636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -481639.125000 Penalty: 2968.128418
	Iteration 23Q: 3 clusters Score -481639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -481642.062500 Penalty: 2968.128418
	Iteration 24Q: 3 clusters Score -481642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -481644.031250 Penalty: 2968.128418
	Iteration 25Q: 3 clusters Score -481644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -481645.656250 Penalty: 2968.128418
	Iteration 26Q: 3 clusters Score -481645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -481645.031250 Penalty: 2968.128418
	Iteration 27Q: 3 clusters Score -481645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -481645.031250 Penalty: 2968.128418
	Iteration 28F: 3 clusters Score -481645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -218637.921875 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -218637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -215492.984375 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -215493 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -216277.796875 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -216277.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -216447.781250 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -216447.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -216592.906250 Penalty: 2671.193604
	Iteration 3F: 3 clusters Score -216592.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -216711.312500 Penalty: 2671.193604
	Iteration 4Q: 3 clusters Score -216711.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -216844.500000 Penalty: 2671.193604
	Iteration 5Q: 3 clusters Score -216844.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -216964.546875 Penalty: 2671.193604
	Iteration 6Q: 3 clusters Score -216964.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -217087.546875 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -217087.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -217235.265625 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -217235.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -217409.359375 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -217409.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -217608.921875 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -217608.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -217857.046875 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -217857 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -218159.218750 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -218159.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -218289.187500 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -218289.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -218343.015625 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -218343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -218364.062500 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -218364.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -218374.640625 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -218374.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -218381.125000 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -218381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -218383.796875 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -218383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -218387.750000 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -218387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -218388.734375 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -218388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -218389.140625 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -218389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -218389.375000 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -218389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -218389.375000 Penalty: 2671.193604
	Iteration 23F: 3 clusters Score -218389.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Entering Unmasked Estep 
Score: -3320700.000000 Penalty: 1773.323364
	Iteration 0F: 2 clusters Score -3320700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3284081.500000 Penalty: 3546.646729
	Iteration 0F: 3 clusters Score -3284082 nChanged 25937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3298853.000000 Penalty: 3546.646729
	Iteration 1F: 3 clusters Score -3298853 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3299682.250000 Penalty: 3546.646729
	Iteration 2Q: 3 clusters Score -3299682 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3300894.500000 Penalty: 3546.646729
	Iteration 3F: 3 clusters Score -3300894 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -3302585.250000 Penalty: 3546.646729
	Iteration 4F: 3 clusters Score -3302585 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3304648.500000 Penalty: 3546.646729
	Iteration 5F: 3 clusters Score -3304648 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -3306780.250000 Penalty: 3546.646729
	Iteration 6F: 3 clusters Score -3306780 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -3308665.500000 Penalty: 3546.646729
	Iteration 7F: 3 clusters Score -3308666 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -3310224.500000 Penalty: 3546.646729
	Iteration 8F: 3 clusters Score -3310224 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -3311522.750000 Penalty: 3546.646729
	Iteration 9Q: 3 clusters Score -3311523 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -3312677.250000 Penalty: 3546.646729
	Iteration 10Q: 3 clusters Score -3312677 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -3313748.750000 Penalty: 3546.646729
	Iteration 11Q: 3 clusters Score -3313749 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -3314847.750000 Penalty: 3546.646729
	Iteration 12Q: 3 clusters Score -3314848 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -3315873.000000 Penalty: 3546.646729
	Iteration 13Q: 3 clusters Score -3315873 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -3316796.750000 Penalty: 3546.646729
	Iteration 14Q: 3 clusters Score -3316797 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -3317563.000000 Penalty: 3546.646729
	Iteration 15Q: 3 clusters Score -3317563 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -3318113.250000 Penalty: 3546.646729
	Iteration 16Q: 3 clusters Score -3318113 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -3318480.750000 Penalty: 3546.646729
	Iteration 17Q: 3 clusters Score -3318481 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -3318710.250000 Penalty: 3546.646729
	Iteration 18Q: 3 clusters Score -3318710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -3318845.500000 Penalty: 3546.646729
	Iteration 19Q: 3 clusters Score -3318846 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -3318950.000000 Penalty: 3546.646729
	Iteration 20F: 3 clusters Score -3318950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -3319008.000000 Penalty: 3546.646729
	Iteration 21Q: 3 clusters Score -3319008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -3319055.000000 Penalty: 3546.646729
	Iteration 22Q: 3 clusters Score -3319055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -3319074.250000 Penalty: 3546.646729
	Iteration 23Q: 3 clusters Score -3319074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -3319091.500000 Penalty: 3546.646729
	Iteration 24Q: 3 clusters Score -3319092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -3319113.750000 Penalty: 3546.646729
	Iteration 25Q: 3 clusters Score -3319114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -3319138.250000 Penalty: 3546.646729
	Iteration 26Q: 3 clusters Score -3319138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -3319146.000000 Penalty: 3546.646729
	Iteration 27Q: 3 clusters Score -3319146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -3319156.500000 Penalty: 3546.646729
	Iteration 28Q: 3 clusters Score -3319156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -3319173.000000 Penalty: 3546.646729
	Iteration 29Q: 3 clusters Score -3319173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -3319183.750000 Penalty: 3546.646729
	Iteration 30Q: 3 clusters Score -3319184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -3319181.750000 Penalty: 3546.646729
	Iteration 31Q: 3 clusters Score -3319182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -3319187.500000 Penalty: 3546.646729
	Iteration 32Q: 3 clusters Score -3319188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -3319188.500000 Penalty: 3546.646729
	Iteration 33Q: 3 clusters Score -3319188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -3319185.500000 Penalty: 3546.646729
	Iteration 34Q: 3 clusters Score -3319186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -3319193.000000 Penalty: 3546.646729
	Iteration 35Q: 3 clusters Score -3319193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -3319193.000000 Penalty: 3546.646729
	Iteration 36F: 3 clusters Score -3319193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Entering Unmasked Estep 
Score: -689628.125000 Penalty: 1518.356934
	Iteration 0F: 2 clusters Score -689628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -681547.062500 Penalty: 3036.713867
	Iteration 0F: 3 clusters Score -681547.1 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -684167.437500 Penalty: 3036.713867
	Iteration 1F: 3 clusters Score -684167.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -684407.062500 Penalty: 3036.713867
	Iteration 2F: 3 clusters Score -684407.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -684591.312500 Penalty: 3036.713867
	Iteration 3Q: 3 clusters Score -684591.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -684737.000000 Penalty: 3036.713867
	Iteration 4Q: 3 clusters Score -684737 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -684863.500000 Penalty: 3036.713867
	Iteration 5Q: 3 clusters Score -684863.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -684970.562500 Penalty: 3036.713867
	Iteration 6Q: 3 clusters Score -684970.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -685107.250000 Penalty: 3036.713867
	Iteration 7Q: 3 clusters Score -685107.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -685271.937500 Penalty: 3036.713867
	Iteration 8Q: 3 clusters Score -685271.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -685478.937500 Penalty: 3036.713867
	Iteration 9Q: 3 clusters Score -685478.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -685758.000000 Penalty: 3036.713867
	Iteration 10Q: 3 clusters Score -685758 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -686061.500000 Penalty: 3036.713867
	Iteration 11Q: 3 clusters Score -686061.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -686430.937500 Penalty: 3036.713867
	Iteration 12F: 3 clusters Score -686430.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -686769.062500 Penalty: 3036.713867
	Iteration 13Q: 3 clusters Score -686769.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -687101.875000 Penalty: 3036.713867
	Iteration 14Q: 3 clusters Score -687101.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -687378.750000 Penalty: 3036.713867
	Iteration 15Q: 3 clusters Score -687378.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -687579.312500 Penalty: 3036.713867
	Iteration 16Q: 3 clusters Score -687579.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -687728.312500 Penalty: 3036.713867
	Iteration 17Q: 3 clusters Score -687728.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -687850.375000 Penalty: 3036.713867
	Iteration 18Q: 3 clusters Score -687850.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -687978.125000 Penalty: 3036.713867
	Iteration 19Q: 3 clusters Score -687978.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -688077.687500 Penalty: 3036.713867
	Iteration 20F: 3 clusters Score -688077.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -688141.750000 Penalty: 3036.713867
	Iteration 21Q: 3 clusters Score -688141.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -688178.000000 Penalty: 3036.713867
	Iteration 22Q: 3 clusters Score -688178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -688201.375000 Penalty: 3036.713867
	Iteration 23Q: 3 clusters Score -688201.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -688228.250000 Penalty: 3036.713867
	Iteration 24Q: 3 clusters Score -688228.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -688246.937500 Penalty: 3036.713867
	Iteration 25Q: 3 clusters Score -688246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -688265.312500 Penalty: 3036.713867
	Iteration 26Q: 3 clusters Score -688265.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -688282.437500 Penalty: 3036.713867
	Iteration 27Q: 3 clusters Score -688282.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -688294.312500 Penalty: 3036.713867
	Iteration 28Q: 3 clusters Score -688294.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -688305.437500 Penalty: 3036.713867
	Iteration 29Q: 3 clusters Score -688305.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -688316.250000 Penalty: 3036.713867
	Iteration 30Q: 3 clusters Score -688316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -688317.812500 Penalty: 3036.713867
	Iteration 31Q: 3 clusters Score -688317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -688318.250000 Penalty: 3036.713867
	Iteration 32Q: 3 clusters Score -688318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -688319.250000 Penalty: 3036.713867
	Iteration 33Q: 3 clusters Score -688319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -688320.187500 Penalty: 3036.713867
	Iteration 34Q: 3 clusters Score -688320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -688323.937500 Penalty: 3036.713867
	Iteration 35Q: 3 clusters Score -688323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -688326.187500 Penalty: 3036.713867
	Iteration 36Q: 3 clusters Score -688326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -688328.125000 Penalty: 3036.713867
	Iteration 37Q: 3 clusters Score -688328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -688332.500000 Penalty: 3036.713867
	Iteration 38Q: 3 clusters Score -688332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -688336.875000 Penalty: 3036.713867
	Iteration 39Q: 3 clusters Score -688336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -688341.125000 Penalty: 3036.713867
	Iteration 40F: 3 clusters Score -688341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -688341.812500 Penalty: 3036.713867
	Iteration 41Q: 3 clusters Score -688341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -688341.812500 Penalty: 3036.713867
	Iteration 42F: 3 clusters Score -688341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Entering Unmasked Estep 
Score: -1153840.625000 Penalty: 1602.674683
	Iteration 0F: 2 clusters Score -1153841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1140777.625000 Penalty: 3205.349365
	Iteration 0F: 3 clusters Score -1140778 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1145567.500000 Penalty: 3205.349365
	Iteration 1F: 3 clusters Score -1145568 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1146199.375000 Penalty: 3205.349365
	Iteration 2F: 3 clusters Score -1146199 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1147042.625000 Penalty: 3205.349365
	Iteration 3F: 3 clusters Score -1147043 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1148196.000000 Penalty: 3205.349365
	Iteration 4F: 3 clusters Score -1148196 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1149543.250000 Penalty: 3205.349365
	Iteration 5F: 3 clusters Score -1149543 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1150681.500000 Penalty: 3205.349365
	Iteration 6F: 3 clusters Score -1150682 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1151453.250000 Penalty: 3205.349365
	Iteration 7Q: 3 clusters Score -1151453 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1151872.125000 Penalty: 3205.349365
	Iteration 8Q: 3 clusters Score -1151872 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1152113.000000 Penalty: 3205.349365
	Iteration 9Q: 3 clusters Score -1152113 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1152266.000000 Penalty: 3205.349365
	Iteration 10Q: 3 clusters Score -1152266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1152366.625000 Penalty: 3205.349365
	Iteration 11Q: 3 clusters Score -1152367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1152428.000000 Penalty: 3205.349365
	Iteration 12Q: 3 clusters Score -1152428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1152458.875000 Penalty: 3205.349365
	Iteration 13Q: 3 clusters Score -1152459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1152488.625000 Penalty: 3205.349365
	Iteration 14Q: 3 clusters Score -1152489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1152503.000000 Penalty: 3205.349365
	Iteration 15Q: 3 clusters Score -1152503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1152512.500000 Penalty: 3205.349365
	Iteration 16Q: 3 clusters Score -1152512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1152519.250000 Penalty: 3205.349365
	Iteration 17Q: 3 clusters Score -1152519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1152520.000000 Penalty: 3205.349365
	Iteration 18Q: 3 clusters Score -1152520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1152529.875000 Penalty: 3205.349365
	Iteration 19Q: 3 clusters Score -1152530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1152539.875000 Penalty: 3205.349365
	Iteration 20F: 3 clusters Score -1152540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1152542.125000 Penalty: 3205.349365
	Iteration 21Q: 3 clusters Score -1152542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1152545.375000 Penalty: 3205.349365
	Iteration 22Q: 3 clusters Score -1152545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1152545.250000 Penalty: 3205.349365
	Iteration 23Q: 3 clusters Score -1152545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1152545.750000 Penalty: 3205.349365
	Iteration 24Q: 3 clusters Score -1152546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1152545.750000 Penalty: 3205.349365
	Iteration 25F: 3 clusters Score -1152546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -200965.375000 Penalty: 1330.436157
	Iteration 0F: 2 clusters Score -200965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -197954.953125 Penalty: 2660.872314
	Iteration 0F: 3 clusters Score -197955 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -198916.046875 Penalty: 2660.872314
	Iteration 1F: 3 clusters Score -198916 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -199197.203125 Penalty: 2660.872314
	Iteration 2F: 3 clusters Score -199197.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -199455.500000 Penalty: 2660.872314
	Iteration 3F: 3 clusters Score -199455.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -199722.828125 Penalty: 2660.872314
	Iteration 4F: 3 clusters Score -199722.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -199921.109375 Penalty: 2660.872314
	Iteration 5F: 3 clusters Score -199921.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -200056.000000 Penalty: 2660.872314
	Iteration 6Q: 3 clusters Score -200056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -200145.468750 Penalty: 2660.872314
	Iteration 7Q: 3 clusters Score -200145.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -200202.250000 Penalty: 2660.872314
	Iteration 8Q: 3 clusters Score -200202.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -200233.843750 Penalty: 2660.872314
	Iteration 9Q: 3 clusters Score -200233.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -200253.578125 Penalty: 2660.872314
	Iteration 10Q: 3 clusters Score -200253.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200271.125000 Penalty: 2660.872314
	Iteration 11Q: 3 clusters Score -200271.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -200287.562500 Penalty: 2660.872314
	Iteration 12Q: 3 clusters Score -200287.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -200294.250000 Penalty: 2660.872314
	Iteration 13Q: 3 clusters Score -200294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -200298.828125 Penalty: 2660.872314
	Iteration 14Q: 3 clusters Score -200298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -200300.906250 Penalty: 2660.872314
	Iteration 15Q: 3 clusters Score -200300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -200302.812500 Penalty: 2660.872314
	Iteration 16Q: 3 clusters Score -200302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -200303.750000 Penalty: 2660.872314
	Iteration 17Q: 3 clusters Score -200303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -200305.000000 Penalty: 2660.872314
	Iteration 18Q: 3 clusters Score -200305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -200305.796875 Penalty: 2660.872314
	Iteration 19Q: 3 clusters Score -200305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -200305.984375 Penalty: 2660.872314
	Iteration 20F: 3 clusters Score -200306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -200306.750000 Penalty: 2660.872314
	Iteration 21Q: 3 clusters Score -200306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -200307.515625 Penalty: 2660.872314
	Iteration 22Q: 3 clusters Score -200307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -200309.156250 Penalty: 2660.872314
	Iteration 23Q: 3 clusters Score -200309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -200312.312500 Penalty: 2660.872314
	Iteration 24Q: 3 clusters Score -200312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -200315.265625 Penalty: 2660.872314
	Iteration 25Q: 3 clusters Score -200315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -200319.234375 Penalty: 2660.872314
	Iteration 26Q: 3 clusters Score -200319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -200323.781250 Penalty: 2660.872314
	Iteration 27Q: 3 clusters Score -200323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200327.484375 Penalty: 2660.872314
	Iteration 28Q: 3 clusters Score -200327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -200330.421875 Penalty: 2660.872314
	Iteration 29Q: 3 clusters Score -200330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -200330.828125 Penalty: 2660.872314
	Iteration 30Q: 3 clusters Score -200330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -200332.328125 Penalty: 2660.872314
	Iteration 31Q: 3 clusters Score -200332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200333.546875 Penalty: 2660.872314
	Iteration 32Q: 3 clusters Score -200333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200333.656250 Penalty: 2660.872314
	Iteration 33Q: 3 clusters Score -200333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200334.296875 Penalty: 2660.872314
	Iteration 34Q: 3 clusters Score -200334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200334.296875 Penalty: 2660.872314
	Iteration 35F: 3 clusters Score -200334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Entering Unmasked Estep 
Score: -1590143.500000 Penalty: 1653.189941
	Iteration 0F: 2 clusters Score -1590144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1572423.750000 Penalty: 3306.379883
	Iteration 0F: 3 clusters Score -1572424 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1579053.750000 Penalty: 3306.379883
	Iteration 1F: 3 clusters Score -1579054 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1579396.375000 Penalty: 3306.379883
	Iteration 2Q: 3 clusters Score -1579396 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1579742.000000 Penalty: 3306.379883
	Iteration 3Q: 3 clusters Score -1579742 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1580126.625000 Penalty: 3306.379883
	Iteration 4Q: 3 clusters Score -1580127 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1580629.625000 Penalty: 3306.379883
	Iteration 5Q: 3 clusters Score -1580630 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1581314.375000 Penalty: 3306.379883
	Iteration 6Q: 3 clusters Score -1581314 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1582362.500000 Penalty: 3306.379883
	Iteration 7F: 3 clusters Score -1582362 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1583814.375000 Penalty: 3306.379883
	Iteration 8F: 3 clusters Score -1583814 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1585388.750000 Penalty: 3306.379883
	Iteration 9F: 3 clusters Score -1585389 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1586721.750000 Penalty: 3306.379883
	Iteration 10F: 3 clusters Score -1586722 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1587628.625000 Penalty: 3306.379883
	Iteration 11Q: 3 clusters Score -1587629 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1588140.125000 Penalty: 3306.379883
	Iteration 12Q: 3 clusters Score -1588140 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1588412.125000 Penalty: 3306.379883
	Iteration 13Q: 3 clusters Score -1588412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1588516.000000 Penalty: 3306.379883
	Iteration 14Q: 3 clusters Score -1588516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1588591.250000 Penalty: 3306.379883
	Iteration 15Q: 3 clusters Score -1588591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1588636.875000 Penalty: 3306.379883
	Iteration 16Q: 3 clusters Score -1588637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1588663.375000 Penalty: 3306.379883
	Iteration 17Q: 3 clusters Score -1588663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1588679.250000 Penalty: 3306.379883
	Iteration 18Q: 3 clusters Score -1588679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1588682.750000 Penalty: 3306.379883
	Iteration 19Q: 3 clusters Score -1588683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1588686.750000 Penalty: 3306.379883
	Iteration 20F: 3 clusters Score -1588687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1588688.625000 Penalty: 3306.379883
	Iteration 21Q: 3 clusters Score -1588689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1588689.625000 Penalty: 3306.379883
	Iteration 22Q: 3 clusters Score -1588690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1588691.250000 Penalty: 3306.379883
	Iteration 23Q: 3 clusters Score -1588691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1588691.250000 Penalty: 3306.379883
	Iteration 24Q: 3 clusters Score -1588691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1588691.250000 Penalty: 3306.379883
	Iteration 25F: 3 clusters Score -1588691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -50295.292969 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -50295.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48938.101562 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -48938.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49135.390625 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -49135.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49196.050781 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -49196.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -49228.968750 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -49228.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49253.378906 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -49253.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49267.062500 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -49267.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -49277.453125 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -49277.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -49285.628906 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -49285.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -49291.445312 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -49291.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49296.382812 Penalty: 2203.104980
	Iteration 9Q: 3 clusters Score -49296.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49298.816406 Penalty: 2203.104980
	Iteration 10Q: 3 clusters Score -49298.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49302.164062 Penalty: 2203.104980
	Iteration 11Q: 3 clusters Score -49302.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49304.000000 Penalty: 2203.104980
	Iteration 12Q: 3 clusters Score -49304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49309.910156 Penalty: 2203.104980
	Iteration 13Q: 3 clusters Score -49309.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -49315.976562 Penalty: 2203.104980
	Iteration 14Q: 3 clusters Score -49315.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49319.195312 Penalty: 2203.104980
	Iteration 15Q: 3 clusters Score -49319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49321.285156 Penalty: 2203.104980
	Iteration 16Q: 3 clusters Score -49321.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -49323.136719 Penalty: 2203.104980
	Iteration 17Q: 3 clusters Score -49323.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -49328.500000 Penalty: 2203.104980
	Iteration 18Q: 3 clusters Score -49328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49336.503906 Penalty: 2203.104980
	Iteration 19Q: 3 clusters Score -49336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49341.070312 Penalty: 2203.104980
	Iteration 20F: 3 clusters Score -49341.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -49349.062500 Penalty: 2203.104980
	Iteration 21Q: 3 clusters Score -49349.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49356.378906 Penalty: 2203.104980
	Iteration 22Q: 3 clusters Score -49356.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -49359.019531 Penalty: 2203.104980
	Iteration 23Q: 3 clusters Score -49359.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49360.019531 Penalty: 2203.104980
	Iteration 24Q: 3 clusters Score -49360.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49361.613281 Penalty: 2203.104980
	Iteration 25Q: 3 clusters Score -49361.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49361.820312 Penalty: 2203.104980
	Iteration 26Q: 3 clusters Score -49361.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49361.820312 Penalty: 2203.104980
	Iteration 27F: 3 clusters Score -49361.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -357149.875000 Penalty: 1417.366211
	Iteration 0F: 2 clusters Score -357149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -352556.312500 Penalty: 2834.732422
	Iteration 0F: 3 clusters Score -352556.3 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -354179.093750 Penalty: 2834.732422
	Iteration 1F: 3 clusters Score -354179.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -354695.250000 Penalty: 2834.732422
	Iteration 2F: 3 clusters Score -354695.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -355105.968750 Penalty: 2834.732422
	Iteration 3F: 3 clusters Score -355106 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -355491.500000 Penalty: 2834.732422
	Iteration 4F: 3 clusters Score -355491.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -355847.218750 Penalty: 2834.732422
	Iteration 5F: 3 clusters Score -355847.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -356165.000000 Penalty: 2834.732422
	Iteration 6F: 3 clusters Score -356165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -356399.875000 Penalty: 2834.732422
	Iteration 7Q: 3 clusters Score -356399.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -356562.218750 Penalty: 2834.732422
	Iteration 8Q: 3 clusters Score -356562.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -356672.468750 Penalty: 2834.732422
	Iteration 9Q: 3 clusters Score -356672.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -356734.718750 Penalty: 2834.732422
	Iteration 10Q: 3 clusters Score -356734.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -356776.687500 Penalty: 2834.732422
	Iteration 11Q: 3 clusters Score -356776.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -356804.250000 Penalty: 2834.732422
	Iteration 12Q: 3 clusters Score -356804.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -356829.562500 Penalty: 2834.732422
	Iteration 13Q: 3 clusters Score -356829.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -356859.218750 Penalty: 2834.732422
	Iteration 14Q: 3 clusters Score -356859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -356875.125000 Penalty: 2834.732422
	Iteration 15Q: 3 clusters Score -356875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -356882.312500 Penalty: 2834.732422
	Iteration 16Q: 3 clusters Score -356882.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -356884.625000 Penalty: 2834.732422
	Iteration 17Q: 3 clusters Score -356884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -356885.281250 Penalty: 2834.732422
	Iteration 18Q: 3 clusters Score -356885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -356886.093750 Penalty: 2834.732422
	Iteration 19Q: 3 clusters Score -356886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -356886.093750 Penalty: 2834.732422
	Iteration 20F: 3 clusters Score -356886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Entering Unmasked Estep 
Score: -4841384.000000 Penalty: 1834.634277
	Iteration 0F: 2 clusters Score -4841384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4788076.000000 Penalty: 3669.268555
	Iteration 0F: 3 clusters Score -4788076 nChanged 37973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4809923.500000 Penalty: 3669.268555
	Iteration 1F: 3 clusters Score -4809924 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4811119.000000 Penalty: 3669.268555
	Iteration 2Q: 3 clusters Score -4811119 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4813186.000000 Penalty: 3669.268555
	Iteration 3F: 3 clusters Score -4813186 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4816390.500000 Penalty: 3669.268555
	Iteration 4F: 3 clusters Score -4816390 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4820921.000000 Penalty: 3669.268555
	Iteration 5F: 3 clusters Score -4820921 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4826070.000000 Penalty: 3669.268555
	Iteration 6F: 3 clusters Score -4826070 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4830916.000000 Penalty: 3669.268555
	Iteration 7F: 3 clusters Score -4830916 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4834828.500000 Penalty: 3669.268555
	Iteration 8F: 3 clusters Score -4834828 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4838085.000000 Penalty: 3669.268555
	Iteration 9Q: 3 clusters Score -4838085 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -4840029.500000 Penalty: 3669.268555
	Iteration 10Q: 3 clusters Score -4840030 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -4840865.000000 Penalty: 3669.268555
	Iteration 11Q: 3 clusters Score -4840865 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -4841296.500000 Penalty: 3669.268555
	Iteration 12Q: 3 clusters Score -4841296 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4841500.500000 Penalty: 3669.268555
	Iteration 13Q: 3 clusters Score -4841500 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -4841608.500000 Penalty: 3669.268555
	Iteration 14Q: 3 clusters Score -4841608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4841657.500000 Penalty: 3669.268555
	Iteration 15Q: 3 clusters Score -4841658 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4841691.500000 Penalty: 3669.268555
	Iteration 16Q: 3 clusters Score -4841692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4841736.500000 Penalty: 3669.268555
	Iteration 17Q: 3 clusters Score -4841736 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4841754.000000 Penalty: 3669.268555
	Iteration 18Q: 3 clusters Score -4841754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4841775.000000 Penalty: 3669.268555
	Iteration 19Q: 3 clusters Score -4841775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4841781.000000 Penalty: 3669.268555
	Iteration 20F: 3 clusters Score -4841781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4841798.500000 Penalty: 3669.268555
	Iteration 21Q: 3 clusters Score -4841798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4841801.500000 Penalty: 3669.268555
	Iteration 22Q: 3 clusters Score -4841802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4841810.000000 Penalty: 3669.268555
	Iteration 23Q: 3 clusters Score -4841810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4841831.500000 Penalty: 3669.268555
	Iteration 24Q: 3 clusters Score -4841832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4841839.500000 Penalty: 3669.268555
	Iteration 25Q: 3 clusters Score -4841840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4841848.500000 Penalty: 3669.268555
	Iteration 26Q: 3 clusters Score -4841848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4841839.000000 Penalty: 3669.268555
	Iteration 27Q: 3 clusters Score -4841839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4841822.000000 Penalty: 3669.268555
	Iteration 28Q: 3 clusters Score -4841822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4841840.500000 Penalty: 3669.268555
	Iteration 29Q: 3 clusters Score -4841840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4841841.500000 Penalty: 3669.268555
	Iteration 30Q: 3 clusters Score -4841842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4841841.000000 Penalty: 3669.268555
	Iteration 31Q: 3 clusters Score -4841841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4841848.500000 Penalty: 3669.268555
	Iteration 32Q: 3 clusters Score -4841848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4841853.500000 Penalty: 3669.268555
	Iteration 33Q: 3 clusters Score -4841854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4841865.500000 Penalty: 3669.268555
	Iteration 34Q: 3 clusters Score -4841866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4841868.500000 Penalty: 3669.268555
	Iteration 35Q: 3 clusters Score -4841868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4841870.500000 Penalty: 3669.268555
	Iteration 36Q: 3 clusters Score -4841870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4841875.500000 Penalty: 3669.268555
	Iteration 37Q: 3 clusters Score -4841876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4841874.000000 Penalty: 3669.268555
	Iteration 38Q: 3 clusters Score -4841874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4841873.500000 Penalty: 3669.268555
	Iteration 39Q: 3 clusters Score -4841874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4841873.000000 Penalty: 3669.268555
	Iteration 40F: 3 clusters Score -4841873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4841869.500000 Penalty: 3669.268555
	Iteration 41Q: 3 clusters Score -4841870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4841879.000000 Penalty: 3669.268555
	Iteration 42Q: 3 clusters Score -4841879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4841874.500000 Penalty: 3669.268555
	Iteration 43Q: 3 clusters Score -4841874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4841872.000000 Penalty: 3669.268555
	Iteration 44Q: 3 clusters Score -4841872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4841869.500000 Penalty: 3669.268555
	Iteration 45Q: 3 clusters Score -4841870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4841869.500000 Penalty: 3669.268555
	Iteration 46F: 3 clusters Score -4841870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 26199 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 75677 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22948 members 
Mstep: Class 22 contains 68280 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 71042 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4345 members 
Entering Unmasked Estep 
Score: -30945032.000000 Penalty: 85910.117188
Splitting cluster 12 changes total score from -30944900.000000 to -30945032.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -128327.101562 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -128327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -126033.390625 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -126033.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -126657.578125 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -126657.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -127084.546875 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -127084.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -127524.375000 Penalty: 2520.345947
	Iteration 3F: 3 clusters Score -127524.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -127843.203125 Penalty: 2520.345947
	Iteration 4F: 3 clusters Score -127843.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -128035.609375 Penalty: 2520.345947
	Iteration 5F: 3 clusters Score -128035.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -128119.789062 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -128119.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -128170.703125 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -128170.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -128192.820312 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -128192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -128202.859375 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -128202.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -128220.476562 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -128220.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -128240.687500 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -128240.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -128253.265625 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -128253.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -128257.695312 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -128257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -128258.140625 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -128258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -128258.140625 Penalty: 2520.345947
	Iteration 15F: 3 clusters Score -128258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -266399.562500 Penalty: 1369.217651
	Iteration 0F: 2 clusters Score -266399.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -262684.781250 Penalty: 2738.435303
	Iteration 0F: 3 clusters Score -262684.8 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -263677.906250 Penalty: 2738.435303
	Iteration 1F: 3 clusters Score -263677.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -263859.437500 Penalty: 2738.435303
	Iteration 2F: 3 clusters Score -263859.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -263995.843750 Penalty: 2738.435303
	Iteration 3F: 3 clusters Score -263995.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -264080.343750 Penalty: 2738.435303
	Iteration 4Q: 3 clusters Score -264080.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -264141.093750 Penalty: 2738.435303
	Iteration 5Q: 3 clusters Score -264141.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -264185.781250 Penalty: 2738.435303
	Iteration 6Q: 3 clusters Score -264185.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -264222.968750 Penalty: 2738.435303
	Iteration 7Q: 3 clusters Score -264223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -264255.312500 Penalty: 2738.435303
	Iteration 8Q: 3 clusters Score -264255.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -264287.968750 Penalty: 2738.435303
	Iteration 9Q: 3 clusters Score -264288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -264314.812500 Penalty: 2738.435303
	Iteration 10Q: 3 clusters Score -264314.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -264341.031250 Penalty: 2738.435303
	Iteration 11Q: 3 clusters Score -264341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -264363.250000 Penalty: 2738.435303
	Iteration 12Q: 3 clusters Score -264363.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -264383.718750 Penalty: 2738.435303
	Iteration 13Q: 3 clusters Score -264383.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -264399.062500 Penalty: 2738.435303
	Iteration 14Q: 3 clusters Score -264399.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -264420.000000 Penalty: 2738.435303
	Iteration 15Q: 3 clusters Score -264420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -264448.687500 Penalty: 2738.435303
	Iteration 16Q: 3 clusters Score -264448.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -264475.906250 Penalty: 2738.435303
	Iteration 17Q: 3 clusters Score -264475.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -264501.812500 Penalty: 2738.435303
	Iteration 18Q: 3 clusters Score -264501.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -264533.437500 Penalty: 2738.435303
	Iteration 19Q: 3 clusters Score -264533.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -264562.843750 Penalty: 2738.435303
	Iteration 20F: 3 clusters Score -264562.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -264593.906250 Penalty: 2738.435303
	Iteration 21Q: 3 clusters Score -264593.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -264638.000000 Penalty: 2738.435303
	Iteration 22Q: 3 clusters Score -264638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -264686.812500 Penalty: 2738.435303
	Iteration 23Q: 3 clusters Score -264686.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -264728.437500 Penalty: 2738.435303
	Iteration 24Q: 3 clusters Score -264728.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -264769.656250 Penalty: 2738.435303
	Iteration 25Q: 3 clusters Score -264769.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -264799.625000 Penalty: 2738.435303
	Iteration 26Q: 3 clusters Score -264799.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -264824.312500 Penalty: 2738.435303
	Iteration 27Q: 3 clusters Score -264824.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -264852.531250 Penalty: 2738.435303
	Iteration 28Q: 3 clusters Score -264852.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -264877.562500 Penalty: 2738.435303
	Iteration 29Q: 3 clusters Score -264877.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -264892.906250 Penalty: 2738.435303
	Iteration 30Q: 3 clusters Score -264892.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -264905.156250 Penalty: 2738.435303
	Iteration 31Q: 3 clusters Score -264905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -264913.468750 Penalty: 2738.435303
	Iteration 32Q: 3 clusters Score -264913.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -264920.750000 Penalty: 2738.435303
	Iteration 33Q: 3 clusters Score -264920.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -264928.687500 Penalty: 2738.435303
	Iteration 34Q: 3 clusters Score -264928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -264936.875000 Penalty: 2738.435303
	Iteration 35Q: 3 clusters Score -264936.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -264945.125000 Penalty: 2738.435303
	Iteration 36Q: 3 clusters Score -264945.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -264952.875000 Penalty: 2738.435303
	Iteration 37Q: 3 clusters Score -264952.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -264963.781250 Penalty: 2738.435303
	Iteration 38Q: 3 clusters Score -264963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -264970.843750 Penalty: 2738.435303
	Iteration 39Q: 3 clusters Score -264970.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -264976.437500 Penalty: 2738.435303
	Iteration 40F: 3 clusters Score -264976.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -264987.281250 Penalty: 2738.435303
	Iteration 41Q: 3 clusters Score -264987.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -265001.125000 Penalty: 2738.435303
	Iteration 42Q: 3 clusters Score -265001.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -265012.906250 Penalty: 2738.435303
	Iteration 43Q: 3 clusters Score -265012.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -265019.125000 Penalty: 2738.435303
	Iteration 44Q: 3 clusters Score -265019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -265026.218750 Penalty: 2738.435303
	Iteration 45Q: 3 clusters Score -265026.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -265033.343750 Penalty: 2738.435303
	Iteration 46Q: 3 clusters Score -265033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -265039.718750 Penalty: 2738.435303
	Iteration 47Q: 3 clusters Score -265039.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -265046.781250 Penalty: 2738.435303
	Iteration 48Q: 3 clusters Score -265046.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -265054.468750 Penalty: 2738.435303
	Iteration 49Q: 3 clusters Score -265054.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -265061.093750 Penalty: 2738.435303
	Iteration 50Q: 3 clusters Score -265061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -265067.687500 Penalty: 2738.435303
	Iteration 51Q: 3 clusters Score -265067.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -265073.468750 Penalty: 2738.435303
	Iteration 52Q: 3 clusters Score -265073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -265078.937500 Penalty: 2738.435303
	Iteration 53Q: 3 clusters Score -265078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -265083.468750 Penalty: 2738.435303
	Iteration 54Q: 3 clusters Score -265083.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -265089.875000 Penalty: 2738.435303
	Iteration 55Q: 3 clusters Score -265089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -265095.156250 Penalty: 2738.435303
	Iteration 56Q: 3 clusters Score -265095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -265098.375000 Penalty: 2738.435303
	Iteration 57Q: 3 clusters Score -265098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -265103.062500 Penalty: 2738.435303
	Iteration 58Q: 3 clusters Score -265103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -265108.531250 Penalty: 2738.435303
	Iteration 59Q: 3 clusters Score -265108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -265113.062500 Penalty: 2738.435303
	Iteration 60F: 3 clusters Score -265113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -265116.593750 Penalty: 2738.435303
	Iteration 61Q: 3 clusters Score -265116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -265120.156250 Penalty: 2738.435303
	Iteration 62Q: 3 clusters Score -265120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -265123.625000 Penalty: 2738.435303
	Iteration 63Q: 3 clusters Score -265123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -265127.562500 Penalty: 2738.435303
	Iteration 64Q: 3 clusters Score -265127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -265131.125000 Penalty: 2738.435303
	Iteration 65Q: 3 clusters Score -265131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -265132.750000 Penalty: 2738.435303
	Iteration 66Q: 3 clusters Score -265132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -265134.093750 Penalty: 2738.435303
	Iteration 67Q: 3 clusters Score -265134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -265136.031250 Penalty: 2738.435303
	Iteration 68Q: 3 clusters Score -265136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -265137.250000 Penalty: 2738.435303
	Iteration 69Q: 3 clusters Score -265137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -265138.937500 Penalty: 2738.435303
	Iteration 70Q: 3 clusters Score -265138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -265140.968750 Penalty: 2738.435303
	Iteration 71Q: 3 clusters Score -265141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -265141.968750 Penalty: 2738.435303
	Iteration 72Q: 3 clusters Score -265142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -265142.406250 Penalty: 2738.435303
	Iteration 73Q: 3 clusters Score -265142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -265143.593750 Penalty: 2738.435303
	Iteration 74Q: 3 clusters Score -265143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -265144.937500 Penalty: 2738.435303
	Iteration 75Q: 3 clusters Score -265144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -265146.312500 Penalty: 2738.435303
	Iteration 76Q: 3 clusters Score -265146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -265147.562500 Penalty: 2738.435303
	Iteration 77Q: 3 clusters Score -265147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -265149.500000 Penalty: 2738.435303
	Iteration 78Q: 3 clusters Score -265149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -265149.843750 Penalty: 2738.435303
	Iteration 79Q: 3 clusters Score -265149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -265151.062500 Penalty: 2738.435303
	Iteration 80F: 3 clusters Score -265151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -265151.593750 Penalty: 2738.435303
	Iteration 81Q: 3 clusters Score -265151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -265153.093750 Penalty: 2738.435303
	Iteration 82Q: 3 clusters Score -265153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -265154.625000 Penalty: 2738.435303
	Iteration 83Q: 3 clusters Score -265154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -265155.437500 Penalty: 2738.435303
	Iteration 84Q: 3 clusters Score -265155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -265157.968750 Penalty: 2738.435303
	Iteration 85Q: 3 clusters Score -265158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -265158.812500 Penalty: 2738.435303
	Iteration 86Q: 3 clusters Score -265158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -265158.875000 Penalty: 2738.435303
	Iteration 87Q: 3 clusters Score -265158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -265158.875000 Penalty: 2738.435303
	Iteration 88F: 3 clusters Score -265158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -104073.406250 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -104073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -102080.554688 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -102080.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -102498.984375 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -102499 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -102637.945312 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -102637.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -102710.539062 Penalty: 2455.158691
	Iteration 3Q: 3 clusters Score -102710.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -102761.734375 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -102761.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102797.679688 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -102797.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -102835.640625 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -102835.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -102868.046875 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -102868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -102893.390625 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -102893.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -102916.476562 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -102916.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -102937.828125 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -102937.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102952.710938 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -102952.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102969.367188 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -102969.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -102990.867188 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -102990.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -103006.648438 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -103006.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -103020.523438 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -103020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -103032.093750 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -103032.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -103043.664062 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -103043.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -103053.804688 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -103053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -103064.546875 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -103064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -103073.804688 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -103073.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -103086.804688 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -103086.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103099.937500 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -103099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -103107.859375 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -103107.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -103121.687500 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -103121.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -103133.195312 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -103133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -103139.906250 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -103139.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -103146.539062 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -103146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -103153.242188 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -103153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -103159.882812 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -103159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103165.914062 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -103165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -103174.265625 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -103174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103186.843750 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -103186.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -103205.195312 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -103205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -103225.109375 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -103225.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103242.679688 Penalty: 2455.158691
	Iteration 35Q: 3 clusters Score -103242.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103256.585938 Penalty: 2455.158691
	Iteration 36Q: 3 clusters Score -103256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -103264.148438 Penalty: 2455.158691
	Iteration 37Q: 3 clusters Score -103264.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -103267.765625 Penalty: 2455.158691
	Iteration 38Q: 3 clusters Score -103267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -103272.562500 Penalty: 2455.158691
	Iteration 39Q: 3 clusters Score -103272.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -103276.390625 Penalty: 2455.158691
	Iteration 40F: 3 clusters Score -103276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -103278.796875 Penalty: 2455.158691
	Iteration 41Q: 3 clusters Score -103278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -103280.156250 Penalty: 2455.158691
	Iteration 42Q: 3 clusters Score -103280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103282.546875 Penalty: 2455.158691
	Iteration 43Q: 3 clusters Score -103282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103284.789062 Penalty: 2455.158691
	Iteration 44Q: 3 clusters Score -103284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103290.046875 Penalty: 2455.158691
	Iteration 45Q: 3 clusters Score -103290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103294.500000 Penalty: 2455.158691
	Iteration 46Q: 3 clusters Score -103294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103305.945312 Penalty: 2455.158691
	Iteration 47Q: 3 clusters Score -103305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103314.453125 Penalty: 2455.158691
	Iteration 48Q: 3 clusters Score -103314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103322.218750 Penalty: 2455.158691
	Iteration 49Q: 3 clusters Score -103322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -103330.539062 Penalty: 2455.158691
	Iteration 50Q: 3 clusters Score -103330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -103337.937500 Penalty: 2455.158691
	Iteration 51Q: 3 clusters Score -103337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -103339.562500 Penalty: 2455.158691
	Iteration 52Q: 3 clusters Score -103339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -103341.593750 Penalty: 2455.158691
	Iteration 53Q: 3 clusters Score -103341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -103347.593750 Penalty: 2455.158691
	Iteration 54Q: 3 clusters Score -103347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103352.007812 Penalty: 2455.158691
	Iteration 55Q: 3 clusters Score -103352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -103355.515625 Penalty: 2455.158691
	Iteration 56Q: 3 clusters Score -103355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -103359.773438 Penalty: 2455.158691
	Iteration 57Q: 3 clusters Score -103359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -103366.812500 Penalty: 2455.158691
	Iteration 58Q: 3 clusters Score -103366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -103369.593750 Penalty: 2455.158691
	Iteration 59Q: 3 clusters Score -103369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -103371.398438 Penalty: 2455.158691
	Iteration 60F: 3 clusters Score -103371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -103372.765625 Penalty: 2455.158691
	Iteration 61Q: 3 clusters Score -103372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -103373.062500 Penalty: 2455.158691
	Iteration 62Q: 3 clusters Score -103373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -103373.460938 Penalty: 2455.158691
	Iteration 63Q: 3 clusters Score -103373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -103373.460938 Penalty: 2455.158691
	Iteration 64F: 3 clusters Score -103373.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -75170.375000 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -75170.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -73302.437500 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -73302.44 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -73810.226562 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -73810.23 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -73976.843750 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -73976.84 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74071.445312 Penalty: 2414.208252
	Iteration 3F: 3 clusters Score -74071.45 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -74164.078125 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -74164.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -74283.703125 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -74283.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -74392.070312 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -74392.07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -74487.367188 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -74487.37 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -74545.453125 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -74545.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -74593.476562 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -74593.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -74612.312500 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -74612.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -74618.148438 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -74618.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -74622.328125 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -74622.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -74625.250000 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -74625.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -74629.046875 Penalty: 2414.208252
	Iteration 14Q: 3 clusters Score -74629.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -74633.726562 Penalty: 2414.208252
	Iteration 15Q: 3 clusters Score -74633.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -74635.960938 Penalty: 2414.208252
	Iteration 16Q: 3 clusters Score -74635.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74637.898438 Penalty: 2414.208252
	Iteration 17Q: 3 clusters Score -74637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -74638.460938 Penalty: 2414.208252
	Iteration 18Q: 3 clusters Score -74638.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -74640.382812 Penalty: 2414.208252
	Iteration 19Q: 3 clusters Score -74640.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -74641.742188 Penalty: 2414.208252
	Iteration 20F: 3 clusters Score -74641.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -74643.968750 Penalty: 2414.208252
	Iteration 21Q: 3 clusters Score -74643.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -74645.062500 Penalty: 2414.208252
	Iteration 22Q: 3 clusters Score -74645.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -74645.062500 Penalty: 2414.208252
	Iteration 23F: 3 clusters Score -74645.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Entering Unmasked Estep 
Score: -923885.750000 Penalty: 1564.035034
	Iteration 0F: 2 clusters Score -923885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -913452.812500 Penalty: 3128.070068
	Iteration 0F: 3 clusters Score -913452.8 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -917087.875000 Penalty: 3128.070068
	Iteration 1F: 3 clusters Score -917087.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -917433.375000 Penalty: 3128.070068
	Iteration 2F: 3 clusters Score -917433.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -917714.187500 Penalty: 3128.070068
	Iteration 3Q: 3 clusters Score -917714.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -917915.312500 Penalty: 3128.070068
	Iteration 4Q: 3 clusters Score -917915.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -918103.562500 Penalty: 3128.070068
	Iteration 5Q: 3 clusters Score -918103.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -918295.937500 Penalty: 3128.070068
	Iteration 6Q: 3 clusters Score -918295.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -918474.625000 Penalty: 3128.070068
	Iteration 7Q: 3 clusters Score -918474.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -918680.500000 Penalty: 3128.070068
	Iteration 8Q: 3 clusters Score -918680.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -918947.250000 Penalty: 3128.070068
	Iteration 9Q: 3 clusters Score -918947.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -919245.812500 Penalty: 3128.070068
	Iteration 10Q: 3 clusters Score -919245.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -919546.437500 Penalty: 3128.070068
	Iteration 11Q: 3 clusters Score -919546.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -919834.625000 Penalty: 3128.070068
	Iteration 12Q: 3 clusters Score -919834.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -920032.687500 Penalty: 3128.070068
	Iteration 13Q: 3 clusters Score -920032.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -920149.625000 Penalty: 3128.070068
	Iteration 14Q: 3 clusters Score -920149.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -920212.937500 Penalty: 3128.070068
	Iteration 15Q: 3 clusters Score -920212.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -920257.687500 Penalty: 3128.070068
	Iteration 16Q: 3 clusters Score -920257.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -920286.750000 Penalty: 3128.070068
	Iteration 17Q: 3 clusters Score -920286.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -920305.062500 Penalty: 3128.070068
	Iteration 18Q: 3 clusters Score -920305.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -920316.562500 Penalty: 3128.070068
	Iteration 19Q: 3 clusters Score -920316.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -920326.937500 Penalty: 3128.070068
	Iteration 20F: 3 clusters Score -920326.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -920339.562500 Penalty: 3128.070068
	Iteration 21Q: 3 clusters Score -920339.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -920345.937500 Penalty: 3128.070068
	Iteration 22Q: 3 clusters Score -920345.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -920352.187500 Penalty: 3128.070068
	Iteration 23Q: 3 clusters Score -920352.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -920359.562500 Penalty: 3128.070068
	Iteration 24Q: 3 clusters Score -920359.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -920366.312500 Penalty: 3128.070068
	Iteration 25Q: 3 clusters Score -920366.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -920374.312500 Penalty: 3128.070068
	Iteration 26Q: 3 clusters Score -920374.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -920378.687500 Penalty: 3128.070068
	Iteration 27Q: 3 clusters Score -920378.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -920382.062500 Penalty: 3128.070068
	Iteration 28Q: 3 clusters Score -920382.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -920389.437500 Penalty: 3128.070068
	Iteration 29Q: 3 clusters Score -920389.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -920398.875000 Penalty: 3128.070068
	Iteration 30Q: 3 clusters Score -920398.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -920403.312500 Penalty: 3128.070068
	Iteration 31Q: 3 clusters Score -920403.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -920407.500000 Penalty: 3128.070068
	Iteration 32Q: 3 clusters Score -920407.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -920415.437500 Penalty: 3128.070068
	Iteration 33Q: 3 clusters Score -920415.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -920418.812500 Penalty: 3128.070068
	Iteration 34Q: 3 clusters Score -920418.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -920424.750000 Penalty: 3128.070068
	Iteration 35Q: 3 clusters Score -920424.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -920430.125000 Penalty: 3128.070068
	Iteration 36Q: 3 clusters Score -920430.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -920441.625000 Penalty: 3128.070068
	Iteration 37Q: 3 clusters Score -920441.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -920452.750000 Penalty: 3128.070068
	Iteration 38Q: 3 clusters Score -920452.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -920465.625000 Penalty: 3128.070068
	Iteration 39Q: 3 clusters Score -920465.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -920489.125000 Penalty: 3128.070068
	Iteration 40F: 3 clusters Score -920489.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -920507.625000 Penalty: 3128.070068
	Iteration 41Q: 3 clusters Score -920507.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -920527.937500 Penalty: 3128.070068
	Iteration 42Q: 3 clusters Score -920527.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -920545.000000 Penalty: 3128.070068
	Iteration 43Q: 3 clusters Score -920545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -920565.000000 Penalty: 3128.070068
	Iteration 44Q: 3 clusters Score -920565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -920581.750000 Penalty: 3128.070068
	Iteration 45Q: 3 clusters Score -920581.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -920614.375000 Penalty: 3128.070068
	Iteration 46Q: 3 clusters Score -920614.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -920645.250000 Penalty: 3128.070068
	Iteration 47Q: 3 clusters Score -920645.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -920669.812500 Penalty: 3128.070068
	Iteration 48Q: 3 clusters Score -920669.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -920703.062500 Penalty: 3128.070068
	Iteration 49Q: 3 clusters Score -920703.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -920735.187500 Penalty: 3128.070068
	Iteration 50Q: 3 clusters Score -920735.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -920777.875000 Penalty: 3128.070068
	Iteration 51Q: 3 clusters Score -920777.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -920840.312500 Penalty: 3128.070068
	Iteration 52Q: 3 clusters Score -920840.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -920904.250000 Penalty: 3128.070068
	Iteration 53Q: 3 clusters Score -920904.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -920989.125000 Penalty: 3128.070068
	Iteration 54Q: 3 clusters Score -920989.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -921101.937500 Penalty: 3128.070068
	Iteration 55Q: 3 clusters Score -921101.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -921228.562500 Penalty: 3128.070068
	Iteration 56Q: 3 clusters Score -921228.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -921410.562500 Penalty: 3128.070068
	Iteration 57Q: 3 clusters Score -921410.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -921644.375000 Penalty: 3128.070068
	Iteration 58Q: 3 clusters Score -921644.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -921899.000000 Penalty: 3128.070068
	Iteration 59Q: 3 clusters Score -921899 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -922155.000000 Penalty: 3128.070068
	Iteration 60F: 3 clusters Score -922155 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -922364.062500 Penalty: 3128.070068
	Iteration 61Q: 3 clusters Score -922364.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -922498.062500 Penalty: 3128.070068
	Iteration 62Q: 3 clusters Score -922498.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -922583.125000 Penalty: 3128.070068
	Iteration 63Q: 3 clusters Score -922583.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -922632.187500 Penalty: 3128.070068
	Iteration 64Q: 3 clusters Score -922632.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -922658.500000 Penalty: 3128.070068
	Iteration 65Q: 3 clusters Score -922658.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -922678.187500 Penalty: 3128.070068
	Iteration 66Q: 3 clusters Score -922678.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -922685.250000 Penalty: 3128.070068
	Iteration 67Q: 3 clusters Score -922685.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -922693.812500 Penalty: 3128.070068
	Iteration 68Q: 3 clusters Score -922693.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -922698.187500 Penalty: 3128.070068
	Iteration 69Q: 3 clusters Score -922698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -922702.187500 Penalty: 3128.070068
	Iteration 70Q: 3 clusters Score -922702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -922706.687500 Penalty: 3128.070068
	Iteration 71Q: 3 clusters Score -922706.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -922710.562500 Penalty: 3128.070068
	Iteration 72Q: 3 clusters Score -922710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -922711.187500 Penalty: 3128.070068
	Iteration 73Q: 3 clusters Score -922711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -922709.937500 Penalty: 3128.070068
	Iteration 74Q: 3 clusters Score -922709.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -922710.562500 Penalty: 3128.070068
	Iteration 75Q: 3 clusters Score -922710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -922710.375000 Penalty: 3128.070068
	Iteration 76Q: 3 clusters Score -922710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -922712.375000 Penalty: 3128.070068
	Iteration 77Q: 3 clusters Score -922712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -922712.437500 Penalty: 3128.070068
	Iteration 78Q: 3 clusters Score -922712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -922713.062500 Penalty: 3128.070068
	Iteration 79Q: 3 clusters Score -922713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -922712.812500 Penalty: 3128.070068
	Iteration 80F: 3 clusters Score -922712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -922713.312500 Penalty: 3128.070068
	Iteration 81Q: 3 clusters Score -922713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -922716.250000 Penalty: 3128.070068
	Iteration 82Q: 3 clusters Score -922716.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -922717.812500 Penalty: 3128.070068
	Iteration 83Q: 3 clusters Score -922717.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -922719.125000 Penalty: 3128.070068
	Iteration 84Q: 3 clusters Score -922719.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -922719.437500 Penalty: 3128.070068
	Iteration 85Q: 3 clusters Score -922719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -922721.437500 Penalty: 3128.070068
	Iteration 86Q: 3 clusters Score -922721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -922721.687500 Penalty: 3128.070068
	Iteration 87Q: 3 clusters Score -922721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -922722.125000 Penalty: 3128.070068
	Iteration 88Q: 3 clusters Score -922722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -922723.062500 Penalty: 3128.070068
	Iteration 89Q: 3 clusters Score -922723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -922721.625000 Penalty: 3128.070068
	Iteration 90Q: 3 clusters Score -922721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -922721.937500 Penalty: 3128.070068
	Iteration 91Q: 3 clusters Score -922721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -922721.625000 Penalty: 3128.070068
	Iteration 92Q: 3 clusters Score -922721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -922721.625000 Penalty: 3128.070068
	Iteration 93F: 3 clusters Score -922721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -122073.367188 Penalty: 1245.380127
	Iteration 0F: 2 clusters Score -122073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119928.156250 Penalty: 2490.760254
	Iteration 0F: 3 clusters Score -119928.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -120532.828125 Penalty: 2490.760254
	Iteration 1F: 3 clusters Score -120532.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -120702.804688 Penalty: 2490.760254
	Iteration 2F: 3 clusters Score -120702.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -120797.960938 Penalty: 2490.760254
	Iteration 3F: 3 clusters Score -120798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -120865.039062 Penalty: 2490.760254
	Iteration 4Q: 3 clusters Score -120865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120929.617188 Penalty: 2490.760254
	Iteration 5Q: 3 clusters Score -120929.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120986.570312 Penalty: 2490.760254
	Iteration 6Q: 3 clusters Score -120986.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121042.023438 Penalty: 2490.760254
	Iteration 7Q: 3 clusters Score -121042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121084.085938 Penalty: 2490.760254
	Iteration 8Q: 3 clusters Score -121084.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121120.773438 Penalty: 2490.760254
	Iteration 9Q: 3 clusters Score -121120.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121154.523438 Penalty: 2490.760254
	Iteration 10Q: 3 clusters Score -121154.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121190.093750 Penalty: 2490.760254
	Iteration 11Q: 3 clusters Score -121190.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121213.257812 Penalty: 2490.760254
	Iteration 12Q: 3 clusters Score -121213.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121230.882812 Penalty: 2490.760254
	Iteration 13Q: 3 clusters Score -121230.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121249.351562 Penalty: 2490.760254
	Iteration 14Q: 3 clusters Score -121249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121266.437500 Penalty: 2490.760254
	Iteration 15Q: 3 clusters Score -121266.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121279.500000 Penalty: 2490.760254
	Iteration 16Q: 3 clusters Score -121279.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121291.835938 Penalty: 2490.760254
	Iteration 17Q: 3 clusters Score -121291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121298.195312 Penalty: 2490.760254
	Iteration 18Q: 3 clusters Score -121298.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121305.992188 Penalty: 2490.760254
	Iteration 19Q: 3 clusters Score -121306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121326.578125 Penalty: 2490.760254
	Iteration 20F: 3 clusters Score -121326.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121351.304688 Penalty: 2490.760254
	Iteration 21Q: 3 clusters Score -121351.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121362.640625 Penalty: 2490.760254
	Iteration 22Q: 3 clusters Score -121362.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121372.523438 Penalty: 2490.760254
	Iteration 23Q: 3 clusters Score -121372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121379.117188 Penalty: 2490.760254
	Iteration 24Q: 3 clusters Score -121379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121381.351562 Penalty: 2490.760254
	Iteration 25Q: 3 clusters Score -121381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121383.187500 Penalty: 2490.760254
	Iteration 26Q: 3 clusters Score -121383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121384.625000 Penalty: 2490.760254
	Iteration 27Q: 3 clusters Score -121384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121385.664062 Penalty: 2490.760254
	Iteration 28Q: 3 clusters Score -121385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121390.046875 Penalty: 2490.760254
	Iteration 29Q: 3 clusters Score -121390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121392.046875 Penalty: 2490.760254
	Iteration 30Q: 3 clusters Score -121392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121393.648438 Penalty: 2490.760254
	Iteration 31Q: 3 clusters Score -121393.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121394.820312 Penalty: 2490.760254
	Iteration 32Q: 3 clusters Score -121394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121396.289062 Penalty: 2490.760254
	Iteration 33Q: 3 clusters Score -121396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121399.234375 Penalty: 2490.760254
	Iteration 34Q: 3 clusters Score -121399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121400.929688 Penalty: 2490.760254
	Iteration 35Q: 3 clusters Score -121400.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121400.929688 Penalty: 2490.760254
	Iteration 36F: 3 clusters Score -121400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -267367.531250 Penalty: 1386.206909
	Iteration 0F: 2 clusters Score -267367.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -263316.343750 Penalty: 2772.413818
	Iteration 0F: 3 clusters Score -263316.3 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -264436.656250 Penalty: 2772.413818
	Iteration 1F: 3 clusters Score -264436.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -264647.750000 Penalty: 2772.413818
	Iteration 2F: 3 clusters Score -264647.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -264819.656250 Penalty: 2772.413818
	Iteration 3F: 3 clusters Score -264819.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -264956.843750 Penalty: 2772.413818
	Iteration 4F: 3 clusters Score -264956.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -265093.406250 Penalty: 2772.413818
	Iteration 5Q: 3 clusters Score -265093.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -265243.687500 Penalty: 2772.413818
	Iteration 6Q: 3 clusters Score -265243.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -265399.187500 Penalty: 2772.413818
	Iteration 7Q: 3 clusters Score -265399.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -265539.312500 Penalty: 2772.413818
	Iteration 8Q: 3 clusters Score -265539.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -265677.750000 Penalty: 2772.413818
	Iteration 9Q: 3 clusters Score -265677.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -265794.125000 Penalty: 2772.413818
	Iteration 10Q: 3 clusters Score -265794.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -265879.687500 Penalty: 2772.413818
	Iteration 11Q: 3 clusters Score -265879.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -265944.937500 Penalty: 2772.413818
	Iteration 12Q: 3 clusters Score -265944.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -265993.000000 Penalty: 2772.413818
	Iteration 13Q: 3 clusters Score -265993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -266038.156250 Penalty: 2772.413818
	Iteration 14Q: 3 clusters Score -266038.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -266066.656250 Penalty: 2772.413818
	Iteration 15Q: 3 clusters Score -266066.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -266090.781250 Penalty: 2772.413818
	Iteration 16Q: 3 clusters Score -266090.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -266104.625000 Penalty: 2772.413818
	Iteration 17Q: 3 clusters Score -266104.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -266118.781250 Penalty: 2772.413818
	Iteration 18Q: 3 clusters Score -266118.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -266128.156250 Penalty: 2772.413818
	Iteration 19Q: 3 clusters Score -266128.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -266136.156250 Penalty: 2772.413818
	Iteration 20F: 3 clusters Score -266136.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -266147.343750 Penalty: 2772.413818
	Iteration 21Q: 3 clusters Score -266147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -266158.781250 Penalty: 2772.413818
	Iteration 22Q: 3 clusters Score -266158.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -266165.593750 Penalty: 2772.413818
	Iteration 23Q: 3 clusters Score -266165.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -266169.218750 Penalty: 2772.413818
	Iteration 24Q: 3 clusters Score -266169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -266171.843750 Penalty: 2772.413818
	Iteration 25Q: 3 clusters Score -266171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -266174.593750 Penalty: 2772.413818
	Iteration 26Q: 3 clusters Score -266174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -266176.218750 Penalty: 2772.413818
	Iteration 27Q: 3 clusters Score -266176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -266177.718750 Penalty: 2772.413818
	Iteration 28Q: 3 clusters Score -266177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -266181.031250 Penalty: 2772.413818
	Iteration 29Q: 3 clusters Score -266181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -266183.562500 Penalty: 2772.413818
	Iteration 30Q: 3 clusters Score -266183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -266185.218750 Penalty: 2772.413818
	Iteration 31Q: 3 clusters Score -266185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -266187.593750 Penalty: 2772.413818
	Iteration 32Q: 3 clusters Score -266187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -266189.562500 Penalty: 2772.413818
	Iteration 33Q: 3 clusters Score -266189.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -266192.000000 Penalty: 2772.413818
	Iteration 34Q: 3 clusters Score -266192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -266193.125000 Penalty: 2772.413818
	Iteration 35Q: 3 clusters Score -266193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -266193.906250 Penalty: 2772.413818
	Iteration 36Q: 3 clusters Score -266193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -266195.281250 Penalty: 2772.413818
	Iteration 37Q: 3 clusters Score -266195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -266195.718750 Penalty: 2772.413818
	Iteration 38Q: 3 clusters Score -266195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -266196.437500 Penalty: 2772.413818
	Iteration 39Q: 3 clusters Score -266196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -266197.343750 Penalty: 2772.413818
	Iteration 40F: 3 clusters Score -266197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -266199.562500 Penalty: 2772.413818
	Iteration 41Q: 3 clusters Score -266199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -266199.562500 Penalty: 2772.413818
	Iteration 42Q: 3 clusters Score -266199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -266199.937500 Penalty: 2772.413818
	Iteration 43Q: 3 clusters Score -266199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -266202.031250 Penalty: 2772.413818
	Iteration 44Q: 3 clusters Score -266202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -266203.406250 Penalty: 2772.413818
	Iteration 45Q: 3 clusters Score -266203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -266204.218750 Penalty: 2772.413818
	Iteration 46Q: 3 clusters Score -266204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -266206.750000 Penalty: 2772.413818
	Iteration 47Q: 3 clusters Score -266206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -266207.562500 Penalty: 2772.413818
	Iteration 48Q: 3 clusters Score -266207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -266208.468750 Penalty: 2772.413818
	Iteration 49Q: 3 clusters Score -266208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -266208.656250 Penalty: 2772.413818
	Iteration 50Q: 3 clusters Score -266208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -266208.843750 Penalty: 2772.413818
	Iteration 51Q: 3 clusters Score -266208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -266208.843750 Penalty: 2772.413818
	Iteration 52F: 3 clusters Score -266208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -351159.718750 Penalty: 1411.407593
	Iteration 0F: 2 clusters Score -351159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -346572.875000 Penalty: 2822.815186
	Iteration 0F: 3 clusters Score -346572.9 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -347963.437500 Penalty: 2822.815186
	Iteration 1F: 3 clusters Score -347963.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -348279.375000 Penalty: 2822.815186
	Iteration 2F: 3 clusters Score -348279.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -348555.125000 Penalty: 2822.815186
	Iteration 3F: 3 clusters Score -348555.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -348782.468750 Penalty: 2822.815186
	Iteration 4F: 3 clusters Score -348782.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -348992.062500 Penalty: 2822.815186
	Iteration 5F: 3 clusters Score -348992.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -349167.562500 Penalty: 2822.815186
	Iteration 6Q: 3 clusters Score -349167.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -349330.937500 Penalty: 2822.815186
	Iteration 7Q: 3 clusters Score -349330.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -349463.843750 Penalty: 2822.815186
	Iteration 8Q: 3 clusters Score -349463.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -349562.062500 Penalty: 2822.815186
	Iteration 9Q: 3 clusters Score -349562.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -349644.812500 Penalty: 2822.815186
	Iteration 10Q: 3 clusters Score -349644.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -349741.718750 Penalty: 2822.815186
	Iteration 11Q: 3 clusters Score -349741.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -349828.843750 Penalty: 2822.815186
	Iteration 12Q: 3 clusters Score -349828.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -349896.625000 Penalty: 2822.815186
	Iteration 13Q: 3 clusters Score -349896.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -349960.406250 Penalty: 2822.815186
	Iteration 14Q: 3 clusters Score -349960.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -350007.593750 Penalty: 2822.815186
	Iteration 15Q: 3 clusters Score -350007.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -350070.406250 Penalty: 2822.815186
	Iteration 16Q: 3 clusters Score -350070.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -350144.687500 Penalty: 2822.815186
	Iteration 17Q: 3 clusters Score -350144.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -350216.218750 Penalty: 2822.815186
	Iteration 18Q: 3 clusters Score -350216.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -350279.281250 Penalty: 2822.815186
	Iteration 19Q: 3 clusters Score -350279.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -350339.343750 Penalty: 2822.815186
	Iteration 20F: 3 clusters Score -350339.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -350376.000000 Penalty: 2822.815186
	Iteration 21Q: 3 clusters Score -350376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -350407.437500 Penalty: 2822.815186
	Iteration 22Q: 3 clusters Score -350407.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -350427.562500 Penalty: 2822.815186
	Iteration 23Q: 3 clusters Score -350427.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -350439.812500 Penalty: 2822.815186
	Iteration 24Q: 3 clusters Score -350439.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -350448.437500 Penalty: 2822.815186
	Iteration 25Q: 3 clusters Score -350448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -350453.687500 Penalty: 2822.815186
	Iteration 26Q: 3 clusters Score -350453.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -350459.968750 Penalty: 2822.815186
	Iteration 27Q: 3 clusters Score -350460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -350462.531250 Penalty: 2822.815186
	Iteration 28Q: 3 clusters Score -350462.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -350465.656250 Penalty: 2822.815186
	Iteration 29Q: 3 clusters Score -350465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -350467.218750 Penalty: 2822.815186
	Iteration 30Q: 3 clusters Score -350467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -350467.968750 Penalty: 2822.815186
	Iteration 31Q: 3 clusters Score -350468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -350468.250000 Penalty: 2822.815186
	Iteration 32Q: 3 clusters Score -350468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -350468.187500 Penalty: 2822.815186
	Iteration 33Q: 3 clusters Score -350468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -350468.468750 Penalty: 2822.815186
	Iteration 34Q: 3 clusters Score -350468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -350468.625000 Penalty: 2822.815186
	Iteration 35Q: 3 clusters Score -350468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -350468.625000 Penalty: 2822.815186
	Iteration 36F: 3 clusters Score -350468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Entering Unmasked Estep 
Score: -1183680.750000 Penalty: 1631.660278
	Iteration 0F: 2 clusters Score -1183681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1168003.125000 Penalty: 3263.320557
	Iteration 0F: 3 clusters Score -1168003 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1173955.375000 Penalty: 3263.320557
	Iteration 1F: 3 clusters Score -1173955 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1174668.875000 Penalty: 3263.320557
	Iteration 2F: 3 clusters Score -1174669 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1175475.625000 Penalty: 3263.320557
	Iteration 3F: 3 clusters Score -1175476 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1176367.500000 Penalty: 3263.320557
	Iteration 4F: 3 clusters Score -1176368 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1177219.125000 Penalty: 3263.320557
	Iteration 5F: 3 clusters Score -1177219 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1178082.375000 Penalty: 3263.320557
	Iteration 6F: 3 clusters Score -1178082 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1179014.375000 Penalty: 3263.320557
	Iteration 7F: 3 clusters Score -1179014 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1179930.125000 Penalty: 3263.320557
	Iteration 8F: 3 clusters Score -1179930 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1180634.875000 Penalty: 3263.320557
	Iteration 9Q: 3 clusters Score -1180635 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1181097.625000 Penalty: 3263.320557
	Iteration 10Q: 3 clusters Score -1181098 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1181345.500000 Penalty: 3263.320557
	Iteration 11Q: 3 clusters Score -1181346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1181506.875000 Penalty: 3263.320557
	Iteration 12Q: 3 clusters Score -1181507 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1181632.250000 Penalty: 3263.320557
	Iteration 13Q: 3 clusters Score -1181632 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1181743.625000 Penalty: 3263.320557
	Iteration 14Q: 3 clusters Score -1181744 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1181843.875000 Penalty: 3263.320557
	Iteration 15Q: 3 clusters Score -1181844 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1181930.125000 Penalty: 3263.320557
	Iteration 16Q: 3 clusters Score -1181930 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1182002.375000 Penalty: 3263.320557
	Iteration 17Q: 3 clusters Score -1182002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1182082.250000 Penalty: 3263.320557
	Iteration 18Q: 3 clusters Score -1182082 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1182160.625000 Penalty: 3263.320557
	Iteration 19Q: 3 clusters Score -1182161 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1182234.000000 Penalty: 3263.320557
	Iteration 20F: 3 clusters Score -1182234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1182296.625000 Penalty: 3263.320557
	Iteration 21Q: 3 clusters Score -1182297 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1182355.875000 Penalty: 3263.320557
	Iteration 22Q: 3 clusters Score -1182356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1182419.750000 Penalty: 3263.320557
	Iteration 23Q: 3 clusters Score -1182420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1182483.125000 Penalty: 3263.320557
	Iteration 24Q: 3 clusters Score -1182483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1182539.375000 Penalty: 3263.320557
	Iteration 25Q: 3 clusters Score -1182539 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1182591.875000 Penalty: 3263.320557
	Iteration 26Q: 3 clusters Score -1182592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1182629.000000 Penalty: 3263.320557
	Iteration 27Q: 3 clusters Score -1182629 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1182672.625000 Penalty: 3263.320557
	Iteration 28Q: 3 clusters Score -1182673 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1182707.000000 Penalty: 3263.320557
	Iteration 29Q: 3 clusters Score -1182707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1182742.375000 Penalty: 3263.320557
	Iteration 30Q: 3 clusters Score -1182742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1182769.875000 Penalty: 3263.320557
	Iteration 31Q: 3 clusters Score -1182770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1182798.750000 Penalty: 3263.320557
	Iteration 32Q: 3 clusters Score -1182799 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1182826.875000 Penalty: 3263.320557
	Iteration 33Q: 3 clusters Score -1182827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1182844.250000 Penalty: 3263.320557
	Iteration 34Q: 3 clusters Score -1182844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1182859.500000 Penalty: 3263.320557
	Iteration 35Q: 3 clusters Score -1182860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1182876.000000 Penalty: 3263.320557
	Iteration 36Q: 3 clusters Score -1182876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1182883.875000 Penalty: 3263.320557
	Iteration 37Q: 3 clusters Score -1182884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1182892.375000 Penalty: 3263.320557
	Iteration 38Q: 3 clusters Score -1182892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1182905.375000 Penalty: 3263.320557
	Iteration 39Q: 3 clusters Score -1182905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1182914.500000 Penalty: 3263.320557
	Iteration 40F: 3 clusters Score -1182914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1182922.250000 Penalty: 3263.320557
	Iteration 41Q: 3 clusters Score -1182922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1182925.875000 Penalty: 3263.320557
	Iteration 42Q: 3 clusters Score -1182926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1182929.000000 Penalty: 3263.320557
	Iteration 43Q: 3 clusters Score -1182929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1182936.625000 Penalty: 3263.320557
	Iteration 44Q: 3 clusters Score -1182937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1182941.625000 Penalty: 3263.320557
	Iteration 45Q: 3 clusters Score -1182942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1182950.000000 Penalty: 3263.320557
	Iteration 46Q: 3 clusters Score -1182950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1182957.125000 Penalty: 3263.320557
	Iteration 47Q: 3 clusters Score -1182957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1182958.500000 Penalty: 3263.320557
	Iteration 48Q: 3 clusters Score -1182958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1182966.625000 Penalty: 3263.320557
	Iteration 49Q: 3 clusters Score -1182967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1182972.125000 Penalty: 3263.320557
	Iteration 50Q: 3 clusters Score -1182972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1182971.875000 Penalty: 3263.320557
	Iteration 51Q: 3 clusters Score -1182972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1182977.625000 Penalty: 3263.320557
	Iteration 52Q: 3 clusters Score -1182978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1182986.375000 Penalty: 3263.320557
	Iteration 53Q: 3 clusters Score -1182986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1182991.375000 Penalty: 3263.320557
	Iteration 54Q: 3 clusters Score -1182991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1182998.375000 Penalty: 3263.320557
	Iteration 55Q: 3 clusters Score -1182998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1182996.625000 Penalty: 3263.320557
	Iteration 56Q: 3 clusters Score -1182997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1182996.500000 Penalty: 3263.320557
	Iteration 57Q: 3 clusters Score -1182996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1183000.500000 Penalty: 3263.320557
	Iteration 58Q: 3 clusters Score -1183000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1183001.750000 Penalty: 3263.320557
	Iteration 59Q: 3 clusters Score -1183002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1183002.250000 Penalty: 3263.320557
	Iteration 60F: 3 clusters Score -1183002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1183004.000000 Penalty: 3263.320557
	Iteration 61Q: 3 clusters Score -1183004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1183004.750000 Penalty: 3263.320557
	Iteration 62Q: 3 clusters Score -1183005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1183004.250000 Penalty: 3263.320557
	Iteration 63Q: 3 clusters Score -1183004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1183006.875000 Penalty: 3263.320557
	Iteration 64Q: 3 clusters Score -1183007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1183007.875000 Penalty: 3263.320557
	Iteration 65Q: 3 clusters Score -1183008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1183007.875000 Penalty: 3263.320557
	Iteration 66F: 3 clusters Score -1183008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Entering Unmasked Estep 
Score: -4119797.000000 Penalty: 1808.848022
	Iteration 0F: 2 clusters Score -4119797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4073997.750000 Penalty: 3617.696045
	Iteration 0F: 3 clusters Score -4073998 nChanged 32426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4092686.000000 Penalty: 3617.696045
	Iteration 1F: 3 clusters Score -4092686 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4093399.000000 Penalty: 3617.696045
	Iteration 2Q: 3 clusters Score -4093399 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4094314.000000 Penalty: 3617.696045
	Iteration 3Q: 3 clusters Score -4094314 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4095662.000000 Penalty: 3617.696045
	Iteration 4Q: 3 clusters Score -4095662 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4097769.500000 Penalty: 3617.696045
	Iteration 5F: 3 clusters Score -4097770 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -4100840.750000 Penalty: 3617.696045
	Iteration 6F: 3 clusters Score -4100841 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -4104311.250000 Penalty: 3617.696045
	Iteration 7F: 3 clusters Score -4104311 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -4107455.500000 Penalty: 3617.696045
	Iteration 8F: 3 clusters Score -4107456 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -4109724.250000 Penalty: 3617.696045
	Iteration 9Q: 3 clusters Score -4109724 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -4111037.250000 Penalty: 3617.696045
	Iteration 10Q: 3 clusters Score -4111037 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -4111983.750000 Penalty: 3617.696045
	Iteration 11Q: 3 clusters Score -4111984 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -4112768.500000 Penalty: 3617.696045
	Iteration 12Q: 3 clusters Score -4112768 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -4113536.250000 Penalty: 3617.696045
	Iteration 13Q: 3 clusters Score -4113536 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -4114162.000000 Penalty: 3617.696045
	Iteration 14Q: 3 clusters Score -4114162 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -4114777.000000 Penalty: 3617.696045
	Iteration 15Q: 3 clusters Score -4114777 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -4115322.250000 Penalty: 3617.696045
	Iteration 16Q: 3 clusters Score -4115322 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -4115825.500000 Penalty: 3617.696045
	Iteration 17Q: 3 clusters Score -4115826 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -4116293.500000 Penalty: 3617.696045
	Iteration 18Q: 3 clusters Score -4116294 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -4116693.750000 Penalty: 3617.696045
	Iteration 19Q: 3 clusters Score -4116694 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -4117066.250000 Penalty: 3617.696045
	Iteration 20F: 3 clusters Score -4117066 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -4117373.750000 Penalty: 3617.696045
	Iteration 21Q: 3 clusters Score -4117374 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -4117574.250000 Penalty: 3617.696045
	Iteration 22Q: 3 clusters Score -4117574 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -4117745.000000 Penalty: 3617.696045
	Iteration 23Q: 3 clusters Score -4117745 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -4117881.250000 Penalty: 3617.696045
	Iteration 24Q: 3 clusters Score -4117881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -4117963.000000 Penalty: 3617.696045
	Iteration 25Q: 3 clusters Score -4117963 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -4118019.000000 Penalty: 3617.696045
	Iteration 26Q: 3 clusters Score -4118019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -4118069.500000 Penalty: 3617.696045
	Iteration 27Q: 3 clusters Score -4118070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -4118118.250000 Penalty: 3617.696045
	Iteration 28Q: 3 clusters Score -4118118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -4118139.250000 Penalty: 3617.696045
	Iteration 29Q: 3 clusters Score -4118139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -4118156.250000 Penalty: 3617.696045
	Iteration 30Q: 3 clusters Score -4118156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -4118171.000000 Penalty: 3617.696045
	Iteration 31Q: 3 clusters Score -4118171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -4118173.750000 Penalty: 3617.696045
	Iteration 32Q: 3 clusters Score -4118174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -4118182.750000 Penalty: 3617.696045
	Iteration 33Q: 3 clusters Score -4118183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -4118198.500000 Penalty: 3617.696045
	Iteration 34Q: 3 clusters Score -4118198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -4118214.000000 Penalty: 3617.696045
	Iteration 35Q: 3 clusters Score -4118214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -4118226.250000 Penalty: 3617.696045
	Iteration 36Q: 3 clusters Score -4118226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -4118237.000000 Penalty: 3617.696045
	Iteration 37Q: 3 clusters Score -4118237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -4118239.750000 Penalty: 3617.696045
	Iteration 38Q: 3 clusters Score -4118240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -4118245.250000 Penalty: 3617.696045
	Iteration 39Q: 3 clusters Score -4118245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -4118252.250000 Penalty: 3617.696045
	Iteration 40F: 3 clusters Score -4118252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -4118259.750000 Penalty: 3617.696045
	Iteration 41Q: 3 clusters Score -4118260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -4118256.000000 Penalty: 3617.696045
	Iteration 42Q: 3 clusters Score -4118256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -4118261.500000 Penalty: 3617.696045
	Iteration 43Q: 3 clusters Score -4118262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -4118264.250000 Penalty: 3617.696045
	Iteration 44Q: 3 clusters Score -4118264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -4118261.500000 Penalty: 3617.696045
	Iteration 45Q: 3 clusters Score -4118262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -4118261.500000 Penalty: 3617.696045
	Iteration 46F: 3 clusters Score -4118262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Entering Unmasked Estep 
Score: -4773409.500000 Penalty: 1835.904541
	Iteration 0F: 2 clusters Score -4773410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4719585.500000 Penalty: 3671.809082
	Iteration 0F: 3 clusters Score -4719586 nChanged 38448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4741694.000000 Penalty: 3671.809082
	Iteration 1F: 3 clusters Score -4741694 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4742496.500000 Penalty: 3671.809082
	Iteration 2Q: 3 clusters Score -4742496 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -4743548.500000 Penalty: 3671.809082
	Iteration 3Q: 3 clusters Score -4743548 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4745054.000000 Penalty: 3671.809082
	Iteration 4Q: 3 clusters Score -4745054 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4747337.000000 Penalty: 3671.809082
	Iteration 5F: 3 clusters Score -4747337 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -4750527.000000 Penalty: 3671.809082
	Iteration 6F: 3 clusters Score -4750527 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -4754496.500000 Penalty: 3671.809082
	Iteration 7F: 3 clusters Score -4754496 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -4758545.500000 Penalty: 3671.809082
	Iteration 8F: 3 clusters Score -4758546 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -4762355.500000 Penalty: 3671.809082
	Iteration 9F: 3 clusters Score -4762356 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -4765354.500000 Penalty: 3671.809082
	Iteration 10F: 3 clusters Score -4765354 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -4767241.500000 Penalty: 3671.809082
	Iteration 11Q: 3 clusters Score -4767242 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -4768472.000000 Penalty: 3671.809082
	Iteration 12Q: 3 clusters Score -4768472 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -4769375.000000 Penalty: 3671.809082
	Iteration 13Q: 3 clusters Score -4769375 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -4770019.000000 Penalty: 3671.809082
	Iteration 14Q: 3 clusters Score -4770019 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -4770545.500000 Penalty: 3671.809082
	Iteration 15Q: 3 clusters Score -4770546 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -4770864.500000 Penalty: 3671.809082
	Iteration 16Q: 3 clusters Score -4770864 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -4771150.500000 Penalty: 3671.809082
	Iteration 17Q: 3 clusters Score -4771150 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -4771361.500000 Penalty: 3671.809082
	Iteration 18Q: 3 clusters Score -4771362 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -4771487.000000 Penalty: 3671.809082
	Iteration 19Q: 3 clusters Score -4771487 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -4771595.000000 Penalty: 3671.809082
	Iteration 20F: 3 clusters Score -4771595 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -4771682.000000 Penalty: 3671.809082
	Iteration 21Q: 3 clusters Score -4771682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -4771734.000000 Penalty: 3671.809082
	Iteration 22Q: 3 clusters Score -4771734 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -4771804.000000 Penalty: 3671.809082
	Iteration 23Q: 3 clusters Score -4771804 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -4771843.500000 Penalty: 3671.809082
	Iteration 24Q: 3 clusters Score -4771844 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -4771900.000000 Penalty: 3671.809082
	Iteration 25Q: 3 clusters Score -4771900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -4771930.500000 Penalty: 3671.809082
	Iteration 26Q: 3 clusters Score -4771930 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -4771957.000000 Penalty: 3671.809082
	Iteration 27Q: 3 clusters Score -4771957 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -4772009.500000 Penalty: 3671.809082
	Iteration 28Q: 3 clusters Score -4772010 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -4772012.000000 Penalty: 3671.809082
	Iteration 29Q: 3 clusters Score -4772012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -4772043.000000 Penalty: 3671.809082
	Iteration 30Q: 3 clusters Score -4772043 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -4772068.000000 Penalty: 3671.809082
	Iteration 31Q: 3 clusters Score -4772068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -4772112.500000 Penalty: 3671.809082
	Iteration 32Q: 3 clusters Score -4772112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -4772115.500000 Penalty: 3671.809082
	Iteration 33Q: 3 clusters Score -4772116 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -4772118.000000 Penalty: 3671.809082
	Iteration 34Q: 3 clusters Score -4772118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -4772106.500000 Penalty: 3671.809082
	Iteration 35Q: 3 clusters Score -4772106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -4772118.500000 Penalty: 3671.809082
	Iteration 36Q: 3 clusters Score -4772118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -4772123.500000 Penalty: 3671.809082
	Iteration 37Q: 3 clusters Score -4772124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -4772133.500000 Penalty: 3671.809082
	Iteration 38Q: 3 clusters Score -4772134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -4772122.500000 Penalty: 3671.809082
	Iteration 39Q: 3 clusters Score -4772122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -4772127.000000 Penalty: 3671.809082
	Iteration 40F: 3 clusters Score -4772127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -4772137.000000 Penalty: 3671.809082
	Iteration 41Q: 3 clusters Score -4772137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -4772142.000000 Penalty: 3671.809082
	Iteration 42Q: 3 clusters Score -4772142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -4772137.000000 Penalty: 3671.809082
	Iteration 43Q: 3 clusters Score -4772137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -4772139.000000 Penalty: 3671.809082
	Iteration 44Q: 3 clusters Score -4772139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -4772138.000000 Penalty: 3671.809082
	Iteration 45Q: 3 clusters Score -4772138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -4772145.500000 Penalty: 3671.809082
	Iteration 46Q: 3 clusters Score -4772146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -4772138.500000 Penalty: 3671.809082
	Iteration 47Q: 3 clusters Score -4772138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -4772148.000000 Penalty: 3671.809082
	Iteration 48Q: 3 clusters Score -4772148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -4772147.000000 Penalty: 3671.809082
	Iteration 49Q: 3 clusters Score -4772147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -4772155.500000 Penalty: 3671.809082
	Iteration 50Q: 3 clusters Score -4772156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -4772150.000000 Penalty: 3671.809082
	Iteration 51Q: 3 clusters Score -4772150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -4772158.000000 Penalty: 3671.809082
	Iteration 52Q: 3 clusters Score -4772158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -4772152.500000 Penalty: 3671.809082
	Iteration 53Q: 3 clusters Score -4772152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -4772159.500000 Penalty: 3671.809082
	Iteration 54Q: 3 clusters Score -4772160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -4772159.000000 Penalty: 3671.809082
	Iteration 55Q: 3 clusters Score -4772159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -4772156.000000 Penalty: 3671.809082
	Iteration 56Q: 3 clusters Score -4772156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -4772157.500000 Penalty: 3671.809082
	Iteration 57Q: 3 clusters Score -4772158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -4772154.000000 Penalty: 3671.809082
	Iteration 58Q: 3 clusters Score -4772154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -4772165.500000 Penalty: 3671.809082
	Iteration 59Q: 3 clusters Score -4772166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -4772160.000000 Penalty: 3671.809082
	Iteration 60F: 3 clusters Score -4772160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -4772165.500000 Penalty: 3671.809082
	Iteration 61Q: 3 clusters Score -4772166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -4772162.500000 Penalty: 3671.809082
	Iteration 62Q: 3 clusters Score -4772162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -4772166.000000 Penalty: 3671.809082
	Iteration 63Q: 3 clusters Score -4772166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -4772154.000000 Penalty: 3671.809082
	Iteration 64Q: 3 clusters Score -4772154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -4772153.500000 Penalty: 3671.809082
	Iteration 65Q: 3 clusters Score -4772154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -4772165.000000 Penalty: 3671.809082
	Iteration 66Q: 3 clusters Score -4772165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -4772166.000000 Penalty: 3671.809082
	Iteration 67Q: 3 clusters Score -4772166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -4772164.000000 Penalty: 3671.809082
	Iteration 68Q: 3 clusters Score -4772164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -4772167.500000 Penalty: 3671.809082
	Iteration 69Q: 3 clusters Score -4772168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -4772158.500000 Penalty: 3671.809082
	Iteration 70Q: 3 clusters Score -4772158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -4772160.000000 Penalty: 3671.809082
	Iteration 71Q: 3 clusters Score -4772160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -4772163.000000 Penalty: 3671.809082
	Iteration 72Q: 3 clusters Score -4772163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -4772158.000000 Penalty: 3671.809082
	Iteration 73Q: 3 clusters Score -4772158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -4772163.500000 Penalty: 3671.809082
	Iteration 74Q: 3 clusters Score -4772164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -4772158.000000 Penalty: 3671.809082
	Iteration 75Q: 3 clusters Score -4772158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -4772161.000000 Penalty: 3671.809082
	Iteration 76Q: 3 clusters Score -4772161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -4772162.000000 Penalty: 3671.809082
	Iteration 77Q: 3 clusters Score -4772162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -4772154.500000 Penalty: 3671.809082
	Iteration 78Q: 3 clusters Score -4772154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -4772161.000000 Penalty: 3671.809082
	Iteration 79Q: 3 clusters Score -4772161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -4772156.500000 Penalty: 3671.809082
	Iteration 80F: 3 clusters Score -4772156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -4772159.000000 Penalty: 3671.809082
	Iteration 81Q: 3 clusters Score -4772159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -4772159.500000 Penalty: 3671.809082
	Iteration 82Q: 3 clusters Score -4772160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -4772160.000000 Penalty: 3671.809082
	Iteration 83Q: 3 clusters Score -4772160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -4772159.500000 Penalty: 3671.809082
	Iteration 84Q: 3 clusters Score -4772160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -4772159.500000 Penalty: 3671.809082
	Iteration 85F: 3 clusters Score -4772160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -352233.406250 Penalty: 1418.448120
	Iteration 0F: 2 clusters Score -352233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -347541.812500 Penalty: 2836.896240
	Iteration 0F: 3 clusters Score -347541.8 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -349029.625000 Penalty: 2836.896240
	Iteration 1F: 3 clusters Score -349029.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -349464.500000 Penalty: 2836.896240
	Iteration 2F: 3 clusters Score -349464.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -349854.468750 Penalty: 2836.896240
	Iteration 3F: 3 clusters Score -349854.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -350225.187500 Penalty: 2836.896240
	Iteration 4F: 3 clusters Score -350225.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -350513.250000 Penalty: 2836.896240
	Iteration 5F: 3 clusters Score -350513.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -350823.937500 Penalty: 2836.896240
	Iteration 6F: 3 clusters Score -350823.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -351151.437500 Penalty: 2836.896240
	Iteration 7F: 3 clusters Score -351151.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -351394.187500 Penalty: 2836.896240
	Iteration 8Q: 3 clusters Score -351394.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -351546.562500 Penalty: 2836.896240
	Iteration 9Q: 3 clusters Score -351546.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -351635.781250 Penalty: 2836.896240
	Iteration 10Q: 3 clusters Score -351635.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -351698.312500 Penalty: 2836.896240
	Iteration 11Q: 3 clusters Score -351698.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -351735.656250 Penalty: 2836.896240
	Iteration 12Q: 3 clusters Score -351735.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -351769.531250 Penalty: 2836.896240
	Iteration 13Q: 3 clusters Score -351769.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -351790.250000 Penalty: 2836.896240
	Iteration 14Q: 3 clusters Score -351790.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -351803.031250 Penalty: 2836.896240
	Iteration 15Q: 3 clusters Score -351803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -351808.312500 Penalty: 2836.896240
	Iteration 16Q: 3 clusters Score -351808.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -351813.531250 Penalty: 2836.896240
	Iteration 17Q: 3 clusters Score -351813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -351816.937500 Penalty: 2836.896240
	Iteration 18Q: 3 clusters Score -351816.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -351819.500000 Penalty: 2836.896240
	Iteration 19Q: 3 clusters Score -351819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -351823.437500 Penalty: 2836.896240
	Iteration 20F: 3 clusters Score -351823.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -351827.000000 Penalty: 2836.896240
	Iteration 21Q: 3 clusters Score -351827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -351836.468750 Penalty: 2836.896240
	Iteration 22Q: 3 clusters Score -351836.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -351842.437500 Penalty: 2836.896240
	Iteration 23Q: 3 clusters Score -351842.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -351849.281250 Penalty: 2836.896240
	Iteration 24Q: 3 clusters Score -351849.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -351857.593750 Penalty: 2836.896240
	Iteration 25Q: 3 clusters Score -351857.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -351871.406250 Penalty: 2836.896240
	Iteration 26Q: 3 clusters Score -351871.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -351889.968750 Penalty: 2836.896240
	Iteration 27Q: 3 clusters Score -351890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -351916.656250 Penalty: 2836.896240
	Iteration 28Q: 3 clusters Score -351916.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -351967.468750 Penalty: 2836.896240
	Iteration 29Q: 3 clusters Score -351967.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -352037.312500 Penalty: 2836.896240
	Iteration 30Q: 3 clusters Score -352037.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -352096.718750 Penalty: 2836.896240
	Iteration 31Q: 3 clusters Score -352096.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -352134.906250 Penalty: 2836.896240
	Iteration 32Q: 3 clusters Score -352134.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -352170.375000 Penalty: 2836.896240
	Iteration 33Q: 3 clusters Score -352170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -352192.500000 Penalty: 2836.896240
	Iteration 34Q: 3 clusters Score -352192.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -352208.000000 Penalty: 2836.896240
	Iteration 35Q: 3 clusters Score -352208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -352223.781250 Penalty: 2836.896240
	Iteration 36Q: 3 clusters Score -352223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -352234.937500 Penalty: 2836.896240
	Iteration 37Q: 3 clusters Score -352234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -352245.437500 Penalty: 2836.896240
	Iteration 38Q: 3 clusters Score -352245.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -352259.968750 Penalty: 2836.896240
	Iteration 39Q: 3 clusters Score -352260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -352271.031250 Penalty: 2836.896240
	Iteration 40F: 3 clusters Score -352271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -352277.312500 Penalty: 2836.896240
	Iteration 41Q: 3 clusters Score -352277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -352280.812500 Penalty: 2836.896240
	Iteration 42Q: 3 clusters Score -352280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -352281.687500 Penalty: 2836.896240
	Iteration 43Q: 3 clusters Score -352281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -352282.500000 Penalty: 2836.896240
	Iteration 44Q: 3 clusters Score -352282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -352282.406250 Penalty: 2836.896240
	Iteration 45Q: 3 clusters Score -352282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -352283.218750 Penalty: 2836.896240
	Iteration 46Q: 3 clusters Score -352283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -352283.218750 Penalty: 2836.896240
	Iteration 47F: 3 clusters Score -352283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 26199 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 75677 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22948 members 
Mstep: Class 22 contains 68280 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 951 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 71042 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4345 members 
Mstep: Class 41 contains 5228 members 
Entering Unmasked Estep 
Score: -30944308.000000 Penalty: 88057.867188
Splitting cluster 24 changes total score from -30944900.000000 to -30944308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -139472.453125 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -139472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -137043.031250 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -137043 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -137574.500000 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -137574.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -137729.828125 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -137729.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -137861.093750 Penalty: 2541.512207
	Iteration 3F: 3 clusters Score -137861.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -137945.078125 Penalty: 2541.512207
	Iteration 4Q: 3 clusters Score -137945.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -137993.812500 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -137993.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -138030.687500 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -138030.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -138055.734375 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -138055.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -138074.375000 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -138074.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -138090.875000 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -138090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -138101.656250 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -138101.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -138112.328125 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -138112.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -138120.125000 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -138120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -138123.734375 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -138123.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -138127.328125 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -138127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -138128.703125 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -138128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -138130.656250 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -138130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -138131.984375 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -138132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -138133.796875 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -138133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -138135.484375 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -138135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -138135.906250 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -138135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Entering Unmasked Estep 
Score: -301639.531250 Penalty: 1380.395752
	Iteration 0F: 2 clusters Score -301639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -297765.250000 Penalty: 2760.791504
	Iteration 0F: 3 clusters Score -297765.2 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -298783.031250 Penalty: 2760.791504
	Iteration 1F: 3 clusters Score -298783 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -298945.593750 Penalty: 2760.791504
	Iteration 2F: 3 clusters Score -298945.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -299043.562500 Penalty: 2760.791504
	Iteration 3Q: 3 clusters Score -299043.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -299111.093750 Penalty: 2760.791504
	Iteration 4Q: 3 clusters Score -299111.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -299181.125000 Penalty: 2760.791504
	Iteration 5Q: 3 clusters Score -299181.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -299239.562500 Penalty: 2760.791504
	Iteration 6Q: 3 clusters Score -299239.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -299312.437500 Penalty: 2760.791504
	Iteration 7Q: 3 clusters Score -299312.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -299398.312500 Penalty: 2760.791504
	Iteration 8Q: 3 clusters Score -299398.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -299495.312500 Penalty: 2760.791504
	Iteration 9Q: 3 clusters Score -299495.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -299614.718750 Penalty: 2760.791504
	Iteration 10Q: 3 clusters Score -299614.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -299744.562500 Penalty: 2760.791504
	Iteration 11Q: 3 clusters Score -299744.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -299869.625000 Penalty: 2760.791504
	Iteration 12Q: 3 clusters Score -299869.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -299969.156250 Penalty: 2760.791504
	Iteration 13Q: 3 clusters Score -299969.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -300050.875000 Penalty: 2760.791504
	Iteration 14Q: 3 clusters Score -300050.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -300119.250000 Penalty: 2760.791504
	Iteration 15Q: 3 clusters Score -300119.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -300185.156250 Penalty: 2760.791504
	Iteration 16Q: 3 clusters Score -300185.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -300242.750000 Penalty: 2760.791504
	Iteration 17Q: 3 clusters Score -300242.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -300277.218750 Penalty: 2760.791504
	Iteration 18Q: 3 clusters Score -300277.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -300309.156250 Penalty: 2760.791504
	Iteration 19Q: 3 clusters Score -300309.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -300337.187500 Penalty: 2760.791504
	Iteration 20F: 3 clusters Score -300337.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -300369.281250 Penalty: 2760.791504
	Iteration 21Q: 3 clusters Score -300369.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -300390.000000 Penalty: 2760.791504
	Iteration 22Q: 3 clusters Score -300390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -300410.125000 Penalty: 2760.791504
	Iteration 23Q: 3 clusters Score -300410.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -300425.531250 Penalty: 2760.791504
	Iteration 24Q: 3 clusters Score -300425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -300436.812500 Penalty: 2760.791504
	Iteration 25Q: 3 clusters Score -300436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -300440.687500 Penalty: 2760.791504
	Iteration 26Q: 3 clusters Score -300440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -300444.656250 Penalty: 2760.791504
	Iteration 27Q: 3 clusters Score -300444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -300448.218750 Penalty: 2760.791504
	Iteration 28Q: 3 clusters Score -300448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -300451.218750 Penalty: 2760.791504
	Iteration 29Q: 3 clusters Score -300451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -300455.156250 Penalty: 2760.791504
	Iteration 30Q: 3 clusters Score -300455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -300456.437500 Penalty: 2760.791504
	Iteration 31Q: 3 clusters Score -300456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -300457.218750 Penalty: 2760.791504
	Iteration 32Q: 3 clusters Score -300457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -300457.687500 Penalty: 2760.791504
	Iteration 33Q: 3 clusters Score -300457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -300460.531250 Penalty: 2760.791504
	Iteration 34Q: 3 clusters Score -300460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -300464.843750 Penalty: 2760.791504
	Iteration 35Q: 3 clusters Score -300464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -300469.437500 Penalty: 2760.791504
	Iteration 36Q: 3 clusters Score -300469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -300476.000000 Penalty: 2760.791504
	Iteration 37Q: 3 clusters Score -300476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -300480.281250 Penalty: 2760.791504
	Iteration 38Q: 3 clusters Score -300480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -300485.812500 Penalty: 2760.791504
	Iteration 39Q: 3 clusters Score -300485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -300487.406250 Penalty: 2760.791504
	Iteration 40F: 3 clusters Score -300487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -300488.312500 Penalty: 2760.791504
	Iteration 41Q: 3 clusters Score -300488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -300489.062500 Penalty: 2760.791504
	Iteration 42Q: 3 clusters Score -300489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -300490.312500 Penalty: 2760.791504
	Iteration 43Q: 3 clusters Score -300490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -300491.312500 Penalty: 2760.791504
	Iteration 44Q: 3 clusters Score -300491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -300494.156250 Penalty: 2760.791504
	Iteration 45Q: 3 clusters Score -300494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -300497.281250 Penalty: 2760.791504
	Iteration 46Q: 3 clusters Score -300497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -300498.312500 Penalty: 2760.791504
	Iteration 47Q: 3 clusters Score -300498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -300500.906250 Penalty: 2760.791504
	Iteration 48Q: 3 clusters Score -300500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -300501.781250 Penalty: 2760.791504
	Iteration 49Q: 3 clusters Score -300501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -300501.781250 Penalty: 2760.791504
	Iteration 50F: 3 clusters Score -300501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -49441.289062 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -49441.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48101.894531 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -48101.89 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48311.949219 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -48311.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48375.589844 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -48375.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48406.031250 Penalty: 2200.133545
	Iteration 3Q: 3 clusters Score -48406.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48433.664062 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -48433.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48448.421875 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -48448.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48457.875000 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -48457.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48466.718750 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -48466.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48470.375000 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -48470.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48473.132812 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -48473.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48473.906250 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -48473.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48474.855469 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -48474.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48475.707031 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -48475.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48475.902344 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -48475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48475.902344 Penalty: 2200.133545
	Iteration 14F: 3 clusters Score -48475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -65138.902344 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -65138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63363.449219 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -63363.45 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -63797.816406 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -63797.82 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -63938.351562 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -63938.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -64008.886719 Penalty: 2383.444824
	Iteration 3Q: 3 clusters Score -64008.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -64057.515625 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -64057.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -64103.128906 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -64103.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -64144.949219 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -64144.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -64181.558594 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -64181.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -64222.441406 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -64222.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -64265.597656 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -64265.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -64310.800781 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -64310.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64340.425781 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -64340.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64362.652344 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -64362.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64395.250000 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -64395.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -64426.218750 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -64426.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -64453.652344 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -64453.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64474.593750 Penalty: 2383.444824
	Iteration 16Q: 3 clusters Score -64474.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -64491.695312 Penalty: 2383.444824
	Iteration 17Q: 3 clusters Score -64491.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -64498.769531 Penalty: 2383.444824
	Iteration 18Q: 3 clusters Score -64498.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64505.667969 Penalty: 2383.444824
	Iteration 19Q: 3 clusters Score -64505.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -64514.968750 Penalty: 2383.444824
	Iteration 20F: 3 clusters Score -64514.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -64524.722656 Penalty: 2383.444824
	Iteration 21Q: 3 clusters Score -64524.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -64534.128906 Penalty: 2383.444824
	Iteration 22Q: 3 clusters Score -64534.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64548.531250 Penalty: 2383.444824
	Iteration 23Q: 3 clusters Score -64548.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -64558.089844 Penalty: 2383.444824
	Iteration 24Q: 3 clusters Score -64558.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -64564.527344 Penalty: 2383.444824
	Iteration 25Q: 3 clusters Score -64564.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64568.566406 Penalty: 2383.444824
	Iteration 26Q: 3 clusters Score -64568.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64572.152344 Penalty: 2383.444824
	Iteration 27Q: 3 clusters Score -64572.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64575.496094 Penalty: 2383.444824
	Iteration 28Q: 3 clusters Score -64575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64578.734375 Penalty: 2383.444824
	Iteration 29Q: 3 clusters Score -64578.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64580.167969 Penalty: 2383.444824
	Iteration 30Q: 3 clusters Score -64580.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -64581.089844 Penalty: 2383.444824
	Iteration 31Q: 3 clusters Score -64581.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -64581.089844 Penalty: 2383.444824
	Iteration 32F: 3 clusters Score -64581.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -50735.359375 Penalty: 1128.727295
	Iteration 0F: 2 clusters Score -50735.36 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 512 members 
Entering Unmasked Estep 
Score: -49280.519531 Penalty: 2257.454590
	Iteration 0F: 3 clusters Score -49280.52 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49594.593750 Penalty: 2257.454590
	Iteration 1F: 3 clusters Score -49594.59 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49701.582031 Penalty: 2257.454590
	Iteration 2F: 3 clusters Score -49701.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49779.652344 Penalty: 2257.454590
	Iteration 3F: 3 clusters Score -49779.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49839.898438 Penalty: 2257.454590
	Iteration 4Q: 3 clusters Score -49839.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49885.492188 Penalty: 2257.454590
	Iteration 5Q: 3 clusters Score -49885.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49928.921875 Penalty: 2257.454590
	Iteration 6Q: 3 clusters Score -49928.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49950.636719 Penalty: 2257.454590
	Iteration 7Q: 3 clusters Score -49950.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49967.347656 Penalty: 2257.454590
	Iteration 8Q: 3 clusters Score -49967.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -49990.777344 Penalty: 2257.454590
	Iteration 9Q: 3 clusters Score -49990.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -50023.496094 Penalty: 2257.454590
	Iteration 10Q: 3 clusters Score -50023.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -50055.785156 Penalty: 2257.454590
	Iteration 11Q: 3 clusters Score -50055.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50078.660156 Penalty: 2257.454590
	Iteration 12Q: 3 clusters Score -50078.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -50085.765625 Penalty: 2257.454590
	Iteration 13Q: 3 clusters Score -50085.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -50095.035156 Penalty: 2257.454590
	Iteration 14Q: 3 clusters Score -50095.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -50096.773438 Penalty: 2257.454590
	Iteration 15Q: 3 clusters Score -50096.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50097.222656 Penalty: 2257.454590
	Iteration 16Q: 3 clusters Score -50097.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50097.222656 Penalty: 2257.454590
	Iteration 17F: 3 clusters Score -50097.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (71042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Entering Unmasked Estep 
Score: -4308294.500000 Penalty: 1815.291748
	Iteration 0F: 2 clusters Score -4308294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4260432.500000 Penalty: 3630.583496
	Iteration 0F: 3 clusters Score -4260432 nChanged 33895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4279597.500000 Penalty: 3630.583496
	Iteration 1F: 3 clusters Score -4279598 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4279983.000000 Penalty: 3630.583496
	Iteration 2Q: 3 clusters Score -4279983 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4280431.500000 Penalty: 3630.583496
	Iteration 3Q: 3 clusters Score -4280432 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4280942.500000 Penalty: 3630.583496
	Iteration 4Q: 3 clusters Score -4280942 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4281467.500000 Penalty: 3630.583496
	Iteration 5Q: 3 clusters Score -4281468 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4282025.500000 Penalty: 3630.583496
	Iteration 6Q: 3 clusters Score -4282026 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4282644.500000 Penalty: 3630.583496
	Iteration 7Q: 3 clusters Score -4282644 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4283333.500000 Penalty: 3630.583496
	Iteration 8Q: 3 clusters Score -4283334 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4284166.500000 Penalty: 3630.583496
	Iteration 9Q: 3 clusters Score -4284166 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4285340.500000 Penalty: 3630.583496
	Iteration 10Q: 3 clusters Score -4285340 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4287011.000000 Penalty: 3630.583496
	Iteration 11Q: 3 clusters Score -4287011 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4289268.500000 Penalty: 3630.583496
	Iteration 12Q: 3 clusters Score -4289268 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4292013.500000 Penalty: 3630.583496
	Iteration 13F: 3 clusters Score -4292014 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4294946.500000 Penalty: 3630.583496
	Iteration 14F: 3 clusters Score -4294946 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4297445.500000 Penalty: 3630.583496
	Iteration 15Q: 3 clusters Score -4297446 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4299344.000000 Penalty: 3630.583496
	Iteration 16Q: 3 clusters Score -4299344 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4300803.500000 Penalty: 3630.583496
	Iteration 17Q: 3 clusters Score -4300804 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -4302056.500000 Penalty: 3630.583496
	Iteration 18Q: 3 clusters Score -4302056 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4303151.000000 Penalty: 3630.583496
	Iteration 19Q: 3 clusters Score -4303151 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4304127.500000 Penalty: 3630.583496
	Iteration 20F: 3 clusters Score -4304128 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4305058.000000 Penalty: 3630.583496
	Iteration 21Q: 3 clusters Score -4305058 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4305726.000000 Penalty: 3630.583496
	Iteration 22Q: 3 clusters Score -4305726 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4306262.500000 Penalty: 3630.583496
	Iteration 23Q: 3 clusters Score -4306262 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4306619.000000 Penalty: 3630.583496
	Iteration 24Q: 3 clusters Score -4306619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4306837.000000 Penalty: 3630.583496
	Iteration 25Q: 3 clusters Score -4306837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4306994.000000 Penalty: 3630.583496
	Iteration 26Q: 3 clusters Score -4306994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4307068.000000 Penalty: 3630.583496
	Iteration 27Q: 3 clusters Score -4307068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4307124.000000 Penalty: 3630.583496
	Iteration 28Q: 3 clusters Score -4307124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4307151.000000 Penalty: 3630.583496
	Iteration 29Q: 3 clusters Score -4307151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4307160.500000 Penalty: 3630.583496
	Iteration 30Q: 3 clusters Score -4307160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4307165.500000 Penalty: 3630.583496
	Iteration 31Q: 3 clusters Score -4307166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4307167.000000 Penalty: 3630.583496
	Iteration 32Q: 3 clusters Score -4307167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4307169.000000 Penalty: 3630.583496
	Iteration 33Q: 3 clusters Score -4307169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4307175.500000 Penalty: 3630.583496
	Iteration 34Q: 3 clusters Score -4307176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4307174.000000 Penalty: 3630.583496
	Iteration 35Q: 3 clusters Score -4307174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4307171.000000 Penalty: 3630.583496
	Iteration 36Q: 3 clusters Score -4307171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4307173.500000 Penalty: 3630.583496
	Iteration 37Q: 3 clusters Score -4307174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4307174.500000 Penalty: 3630.583496
	Iteration 38F: 3 clusters Score -4307174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4307178.000000 Penalty: 3630.583496
	Iteration 39Q: 3 clusters Score -4307178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4307183.000000 Penalty: 3630.583496
	Iteration 40F: 3 clusters Score -4307183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4307183.000000 Penalty: 3630.583496
	Iteration 41Q: 3 clusters Score -4307183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4307186.000000 Penalty: 3630.583496
	Iteration 42Q: 3 clusters Score -4307186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4307187.500000 Penalty: 3630.583496
	Iteration 43Q: 3 clusters Score -4307188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4307192.500000 Penalty: 3630.583496
	Iteration 44Q: 3 clusters Score -4307192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4307191.000000 Penalty: 3630.583496
	Iteration 45Q: 3 clusters Score -4307191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4307192.000000 Penalty: 3630.583496
	Iteration 46Q: 3 clusters Score -4307192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4307192.000000 Penalty: 3630.583496
	Iteration 47F: 3 clusters Score -4307192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -73488.375000 Penalty: 1215.935791
	Iteration 0F: 2 clusters Score -73488.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -71578.046875 Penalty: 2431.871582
	Iteration 0F: 3 clusters Score -71578.05 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -72255.773438 Penalty: 2431.871582
	Iteration 1F: 3 clusters Score -72255.77 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -72581.179688 Penalty: 2431.871582
	Iteration 2F: 3 clusters Score -72581.18 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -72775.015625 Penalty: 2431.871582
	Iteration 3F: 3 clusters Score -72775.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -72908.453125 Penalty: 2431.871582
	Iteration 4F: 3 clusters Score -72908.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72998.546875 Penalty: 2431.871582
	Iteration 5Q: 3 clusters Score -72998.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -73106.398438 Penalty: 2431.871582
	Iteration 6Q: 3 clusters Score -73106.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -73165.437500 Penalty: 2431.871582
	Iteration 7Q: 3 clusters Score -73165.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -73223.656250 Penalty: 2431.871582
	Iteration 8Q: 3 clusters Score -73223.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -73264.437500 Penalty: 2431.871582
	Iteration 9Q: 3 clusters Score -73264.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -73289.695312 Penalty: 2431.871582
	Iteration 10Q: 3 clusters Score -73289.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -73304.085938 Penalty: 2431.871582
	Iteration 11Q: 3 clusters Score -73304.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73314.367188 Penalty: 2431.871582
	Iteration 12Q: 3 clusters Score -73314.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -73321.632812 Penalty: 2431.871582
	Iteration 13Q: 3 clusters Score -73321.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -73329.031250 Penalty: 2431.871582
	Iteration 14Q: 3 clusters Score -73329.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -73333.968750 Penalty: 2431.871582
	Iteration 15Q: 3 clusters Score -73333.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -73340.640625 Penalty: 2431.871582
	Iteration 16Q: 3 clusters Score -73340.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -73341.617188 Penalty: 2431.871582
	Iteration 17Q: 3 clusters Score -73341.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -73342.562500 Penalty: 2431.871582
	Iteration 18Q: 3 clusters Score -73342.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -73343.054688 Penalty: 2431.871582
	Iteration 19Q: 3 clusters Score -73343.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73343.515625 Penalty: 2431.871582
	Iteration 20F: 3 clusters Score -73343.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -129324.593750 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -129324.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -127078.023438 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -127078 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127607.937500 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -127607.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -127784.609375 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -127784.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -127911.085938 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -127911.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -128014.726562 Penalty: 2513.304932
	Iteration 4F: 3 clusters Score -128014.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -128101.367188 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -128101.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -128179.570312 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -128179.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -128243.492188 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -128243.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -128291.281250 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -128291.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -128333.078125 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -128333.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -128359.617188 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -128359.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -128383.226562 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -128383.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -128406.273438 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -128406.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -128422.812500 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -128422.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -128431.476562 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -128431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -128438.625000 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -128438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -128443.226562 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -128443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -128447.585938 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -128447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -128454.421875 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -128454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -128463.171875 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -128463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -128467.414062 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -128467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -128469.656250 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -128469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -128472.687500 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -128472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -128475.929688 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -128475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -128477.531250 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -128477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -128485.156250 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -128485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -128497.664062 Penalty: 2513.304932
	Iteration 26Q: 3 clusters Score -128497.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -128510.468750 Penalty: 2513.304932
	Iteration 27Q: 3 clusters Score -128510.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -128520.031250 Penalty: 2513.304932
	Iteration 28Q: 3 clusters Score -128520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -128531.101562 Penalty: 2513.304932
	Iteration 29Q: 3 clusters Score -128531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -128543.695312 Penalty: 2513.304932
	Iteration 30Q: 3 clusters Score -128543.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -128554.500000 Penalty: 2513.304932
	Iteration 31Q: 3 clusters Score -128554.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -128568.257812 Penalty: 2513.304932
	Iteration 32Q: 3 clusters Score -128568.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -128583.593750 Penalty: 2513.304932
	Iteration 33Q: 3 clusters Score -128583.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -128602.585938 Penalty: 2513.304932
	Iteration 34Q: 3 clusters Score -128602.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -128627.328125 Penalty: 2513.304932
	Iteration 35Q: 3 clusters Score -128627.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -128666.757812 Penalty: 2513.304932
	Iteration 36Q: 3 clusters Score -128666.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -128695.976562 Penalty: 2513.304932
	Iteration 37Q: 3 clusters Score -128696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -128728.695312 Penalty: 2513.304932
	Iteration 38Q: 3 clusters Score -128728.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -128746.015625 Penalty: 2513.304932
	Iteration 39Q: 3 clusters Score -128746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128751.523438 Penalty: 2513.304932
	Iteration 40F: 3 clusters Score -128751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128756.429688 Penalty: 2513.304932
	Iteration 41Q: 3 clusters Score -128756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128757.335938 Penalty: 2513.304932
	Iteration 42Q: 3 clusters Score -128757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -128758.406250 Penalty: 2513.304932
	Iteration 43Q: 3 clusters Score -128758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -128759.109375 Penalty: 2513.304932
	Iteration 44Q: 3 clusters Score -128759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -128759.109375 Penalty: 2513.304932
	Iteration 45F: 3 clusters Score -128759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -106160.859375 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -106160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -104157.828125 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -104157.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -104569.531250 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -104569.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -104687.296875 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -104687.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -104800.554688 Penalty: 2441.955566
	Iteration 3F: 3 clusters Score -104800.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104879.601562 Penalty: 2441.955566
	Iteration 4F: 3 clusters Score -104879.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104937.367188 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -104937.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -104990.132812 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -104990.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105022.570312 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -105022.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105043.289062 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -105043.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -105064.859375 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -105064.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105082.695312 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -105082.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -105099.007812 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -105099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105109.234375 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -105109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105114.335938 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -105114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105116.890625 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -105116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -105117.937500 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -105117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105118.265625 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -105118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105119.179688 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -105119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -105120.312500 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -105120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -105122.023438 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -105122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -105124.140625 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -105124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105124.578125 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -105124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -105124.921875 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -105124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105125.492188 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -105125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105125.687500 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -105125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105125.687500 Penalty: 2441.955566
	Iteration 25F: 3 clusters Score -105125.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -88245.109375 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -88245.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -86403.007812 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -86403.01 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -86847.640625 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -86847.64 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -87037.500000 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -87037.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -87228.750000 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -87228.75 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -87427.820312 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -87427.82 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -87619.187500 Penalty: 2397.974609
	Iteration 5F: 3 clusters Score -87619.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87795.054688 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -87795.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -87885.289062 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -87885.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87913.750000 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -87913.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87923.007812 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -87923.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87928.882812 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -87928.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -87935.953125 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -87935.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87940.101562 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -87940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87945.718750 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -87945.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -87951.296875 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -87951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -87956.851562 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -87956.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -87960.351562 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -87960.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -87963.671875 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -87963.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -87965.976562 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -87965.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -87966.921875 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -87966.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -87966.921875 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -87966.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Entering Unmasked Estep 
Score: -326023.187500 Penalty: 1394.185669
	Iteration 0F: 2 clusters Score -326023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -321833.781250 Penalty: 2788.371338
	Iteration 0F: 3 clusters Score -321833.8 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -322952.125000 Penalty: 2788.371338
	Iteration 1F: 3 clusters Score -322952.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -323160.562500 Penalty: 2788.371338
	Iteration 2F: 3 clusters Score -323160.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -323354.406250 Penalty: 2788.371338
	Iteration 3F: 3 clusters Score -323354.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -323522.531250 Penalty: 2788.371338
	Iteration 4F: 3 clusters Score -323522.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -323658.531250 Penalty: 2788.371338
	Iteration 5Q: 3 clusters Score -323658.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -323775.687500 Penalty: 2788.371338
	Iteration 6Q: 3 clusters Score -323775.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -323880.031250 Penalty: 2788.371338
	Iteration 7Q: 3 clusters Score -323880 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -323966.000000 Penalty: 2788.371338
	Iteration 8Q: 3 clusters Score -323966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -324043.562500 Penalty: 2788.371338
	Iteration 9Q: 3 clusters Score -324043.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -324116.500000 Penalty: 2788.371338
	Iteration 10Q: 3 clusters Score -324116.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -324191.218750 Penalty: 2788.371338
	Iteration 11Q: 3 clusters Score -324191.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -324282.062500 Penalty: 2788.371338
	Iteration 12Q: 3 clusters Score -324282.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -324360.531250 Penalty: 2788.371338
	Iteration 13Q: 3 clusters Score -324360.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -324429.312500 Penalty: 2788.371338
	Iteration 14Q: 3 clusters Score -324429.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -324484.531250 Penalty: 2788.371338
	Iteration 15Q: 3 clusters Score -324484.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -324543.375000 Penalty: 2788.371338
	Iteration 16Q: 3 clusters Score -324543.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -324598.812500 Penalty: 2788.371338
	Iteration 17Q: 3 clusters Score -324598.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -324639.000000 Penalty: 2788.371338
	Iteration 18Q: 3 clusters Score -324639 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -324685.937500 Penalty: 2788.371338
	Iteration 19Q: 3 clusters Score -324685.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -324733.625000 Penalty: 2788.371338
	Iteration 20F: 3 clusters Score -324733.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -324777.968750 Penalty: 2788.371338
	Iteration 21Q: 3 clusters Score -324778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -324825.625000 Penalty: 2788.371338
	Iteration 22Q: 3 clusters Score -324825.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -324854.968750 Penalty: 2788.371338
	Iteration 23Q: 3 clusters Score -324855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -324881.656250 Penalty: 2788.371338
	Iteration 24Q: 3 clusters Score -324881.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -324912.218750 Penalty: 2788.371338
	Iteration 25Q: 3 clusters Score -324912.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -324942.468750 Penalty: 2788.371338
	Iteration 26Q: 3 clusters Score -324942.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -324977.250000 Penalty: 2788.371338
	Iteration 27Q: 3 clusters Score -324977.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -325015.031250 Penalty: 2788.371338
	Iteration 28Q: 3 clusters Score -325015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -325067.687500 Penalty: 2788.371338
	Iteration 29Q: 3 clusters Score -325067.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -325117.875000 Penalty: 2788.371338
	Iteration 30Q: 3 clusters Score -325117.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -325148.156250 Penalty: 2788.371338
	Iteration 31Q: 3 clusters Score -325148.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -325177.781250 Penalty: 2788.371338
	Iteration 32Q: 3 clusters Score -325177.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -325210.812500 Penalty: 2788.371338
	Iteration 33Q: 3 clusters Score -325210.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -325238.312500 Penalty: 2788.371338
	Iteration 34Q: 3 clusters Score -325238.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -325270.500000 Penalty: 2788.371338
	Iteration 35Q: 3 clusters Score -325270.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -325320.500000 Penalty: 2788.371338
	Iteration 36Q: 3 clusters Score -325320.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -325386.562500 Penalty: 2788.371338
	Iteration 37Q: 3 clusters Score -325386.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -325440.781250 Penalty: 2788.371338
	Iteration 38Q: 3 clusters Score -325440.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -325484.562500 Penalty: 2788.371338
	Iteration 39Q: 3 clusters Score -325484.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -325518.250000 Penalty: 2788.371338
	Iteration 40F: 3 clusters Score -325518.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -325546.468750 Penalty: 2788.371338
	Iteration 41Q: 3 clusters Score -325546.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -325558.187500 Penalty: 2788.371338
	Iteration 42Q: 3 clusters Score -325558.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -325566.812500 Penalty: 2788.371338
	Iteration 43Q: 3 clusters Score -325566.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -325571.593750 Penalty: 2788.371338
	Iteration 44Q: 3 clusters Score -325571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -325572.437500 Penalty: 2788.371338
	Iteration 45Q: 3 clusters Score -325572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -325574.375000 Penalty: 2788.371338
	Iteration 46Q: 3 clusters Score -325574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -325576.000000 Penalty: 2788.371338
	Iteration 47Q: 3 clusters Score -325576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -325576.156250 Penalty: 2788.371338
	Iteration 48Q: 3 clusters Score -325576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -325577.906250 Penalty: 2788.371338
	Iteration 49Q: 3 clusters Score -325577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -325578.468750 Penalty: 2788.371338
	Iteration 50Q: 3 clusters Score -325578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -325579.031250 Penalty: 2788.371338
	Iteration 51Q: 3 clusters Score -325579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -325578.875000 Penalty: 2788.371338
	Iteration 52Q: 3 clusters Score -325578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -325578.875000 Penalty: 2788.371338
	Iteration 53F: 3 clusters Score -325578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -265394.625000 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -265394.6 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 2471 members 
Entering Unmasked Estep 
Score: -261376.687500 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -261376.7 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -262538.937500 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -262538.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -262804.406250 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -262804.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -263003.906250 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -263003.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -263167.406250 Penalty: 2770.419434
	Iteration 4F: 3 clusters Score -263167.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -263284.406250 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -263284.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -263409.812500 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -263409.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -263548.812500 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -263548.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -263676.468750 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -263676.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -263796.531250 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -263796.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -263901.687500 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -263901.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263997.968750 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -263998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -264073.906250 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -264073.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -264145.250000 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -264145.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -264214.593750 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -264214.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -264282.281250 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -264282.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -264350.187500 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -264350.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -264401.750000 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -264401.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -264457.656250 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -264457.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -264493.500000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -264493.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -264516.562500 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -264516.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -264528.593750 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -264528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -264541.187500 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -264541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -264548.906250 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -264548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -264552.968750 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -264553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -264554.312500 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -264554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -264556.375000 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -264556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -264556.718750 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -264556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -264556.968750 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -264557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -264559.375000 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -264559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -264560.718750 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -264560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -264560.718750 Penalty: 2770.419434
	Iteration 31F: 3 clusters Score -264560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -97768.960938 Penalty: 1212.423096
	Iteration 0F: 2 clusters Score -97768.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -95884.015625 Penalty: 2424.846191
	Iteration 0F: 3 clusters Score -95884.02 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -96365.015625 Penalty: 2424.846191
	Iteration 1F: 3 clusters Score -96365.02 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -96506.406250 Penalty: 2424.846191
	Iteration 2F: 3 clusters Score -96506.41 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -96604.343750 Penalty: 2424.846191
	Iteration 3F: 3 clusters Score -96604.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -96696.664062 Penalty: 2424.846191
	Iteration 4Q: 3 clusters Score -96696.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -96762.164062 Penalty: 2424.846191
	Iteration 5Q: 3 clusters Score -96762.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -96793.382812 Penalty: 2424.846191
	Iteration 6Q: 3 clusters Score -96793.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -96817.984375 Penalty: 2424.846191
	Iteration 7Q: 3 clusters Score -96817.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -96837.562500 Penalty: 2424.846191
	Iteration 8Q: 3 clusters Score -96837.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -96850.937500 Penalty: 2424.846191
	Iteration 9Q: 3 clusters Score -96850.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -96866.898438 Penalty: 2424.846191
	Iteration 10Q: 3 clusters Score -96866.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -96878.585938 Penalty: 2424.846191
	Iteration 11Q: 3 clusters Score -96878.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -96896.054688 Penalty: 2424.846191
	Iteration 12Q: 3 clusters Score -96896.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -96910.156250 Penalty: 2424.846191
	Iteration 13Q: 3 clusters Score -96910.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96919.648438 Penalty: 2424.846191
	Iteration 14Q: 3 clusters Score -96919.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96925.812500 Penalty: 2424.846191
	Iteration 15Q: 3 clusters Score -96925.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96928.968750 Penalty: 2424.846191
	Iteration 16Q: 3 clusters Score -96928.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -96930.617188 Penalty: 2424.846191
	Iteration 17Q: 3 clusters Score -96930.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -96930.843750 Penalty: 2424.846191
	Iteration 18Q: 3 clusters Score -96930.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -96930.843750 Penalty: 2424.846191
	Iteration 19F: 3 clusters Score -96930.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -145408.531250 Penalty: 1277.217407
	Iteration 0F: 2 clusters Score -145408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -142951.812500 Penalty: 2554.434814
	Iteration 0F: 3 clusters Score -142951.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -143545.078125 Penalty: 2554.434814
	Iteration 1F: 3 clusters Score -143545.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -143734.718750 Penalty: 2554.434814
	Iteration 2F: 3 clusters Score -143734.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -143944.937500 Penalty: 2554.434814
	Iteration 3F: 3 clusters Score -143944.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -144153.234375 Penalty: 2554.434814
	Iteration 4F: 3 clusters Score -144153.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -144375.515625 Penalty: 2554.434814
	Iteration 5F: 3 clusters Score -144375.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -144635.187500 Penalty: 2554.434814
	Iteration 6F: 3 clusters Score -144635.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -144899.750000 Penalty: 2554.434814
	Iteration 7F: 3 clusters Score -144899.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -145120.656250 Penalty: 2554.434814
	Iteration 8F: 3 clusters Score -145120.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -145305.765625 Penalty: 2554.434814
	Iteration 9Q: 3 clusters Score -145305.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -145463.875000 Penalty: 2554.434814
	Iteration 10Q: 3 clusters Score -145463.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145528.265625 Penalty: 2554.434814
	Iteration 11Q: 3 clusters Score -145528.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145550.953125 Penalty: 2554.434814
	Iteration 12Q: 3 clusters Score -145551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -145563.218750 Penalty: 2554.434814
	Iteration 13Q: 3 clusters Score -145563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -145571.187500 Penalty: 2554.434814
	Iteration 14Q: 3 clusters Score -145571.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -145580.078125 Penalty: 2554.434814
	Iteration 15Q: 3 clusters Score -145580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145590.484375 Penalty: 2554.434814
	Iteration 16Q: 3 clusters Score -145590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -145598.265625 Penalty: 2554.434814
	Iteration 17Q: 3 clusters Score -145598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -145603.328125 Penalty: 2554.434814
	Iteration 18Q: 3 clusters Score -145603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -145608.281250 Penalty: 2554.434814
	Iteration 19Q: 3 clusters Score -145608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -145612.750000 Penalty: 2554.434814
	Iteration 20F: 3 clusters Score -145612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -145615.609375 Penalty: 2554.434814
	Iteration 21Q: 3 clusters Score -145615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145616.640625 Penalty: 2554.434814
	Iteration 22Q: 3 clusters Score -145616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145620.265625 Penalty: 2554.434814
	Iteration 23Q: 3 clusters Score -145620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -145625.781250 Penalty: 2554.434814
	Iteration 24Q: 3 clusters Score -145625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -145637.718750 Penalty: 2554.434814
	Iteration 25Q: 3 clusters Score -145637.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -145652.281250 Penalty: 2554.434814
	Iteration 26Q: 3 clusters Score -145652.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -145663.921875 Penalty: 2554.434814
	Iteration 27Q: 3 clusters Score -145663.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -145676.515625 Penalty: 2554.434814
	Iteration 28Q: 3 clusters Score -145676.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -145692.718750 Penalty: 2554.434814
	Iteration 29Q: 3 clusters Score -145692.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -145705.921875 Penalty: 2554.434814
	Iteration 30Q: 3 clusters Score -145705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -145718.468750 Penalty: 2554.434814
	Iteration 31Q: 3 clusters Score -145718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -145724.843750 Penalty: 2554.434814
	Iteration 32Q: 3 clusters Score -145724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -145727.875000 Penalty: 2554.434814
	Iteration 33Q: 3 clusters Score -145727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -145732.359375 Penalty: 2554.434814
	Iteration 34Q: 3 clusters Score -145732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -145734.218750 Penalty: 2554.434814
	Iteration 35Q: 3 clusters Score -145734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -145735.015625 Penalty: 2554.434814
	Iteration 36Q: 3 clusters Score -145735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -145735.906250 Penalty: 2554.434814
	Iteration 37Q: 3 clusters Score -145735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145736.984375 Penalty: 2554.434814
	Iteration 38Q: 3 clusters Score -145737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145738.531250 Penalty: 2554.434814
	Iteration 39Q: 3 clusters Score -145738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145738.531250 Penalty: 2554.434814
	Iteration 40F: 3 clusters Score -145738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 26199 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 75677 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22948 members 
Mstep: Class 22 contains 68280 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 71042 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 1514 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4345 members 
Mstep: Class 41 contains 1077 members 
Entering Unmasked Estep 
Score: -30944490.000000 Penalty: 88057.867188
Splitting cluster 38 changes total score from -30944900.000000 to -30944490.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -194257.562500 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -194257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -191275.125000 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -191275.1 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -192089.625000 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -192089.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -192425.328125 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -192425.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -192787.140625 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -192787.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -193299.000000 Penalty: 2651.238525
	Iteration 4F: 3 clusters Score -193299 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -193890.953125 Penalty: 2651.238525
	Iteration 5F: 3 clusters Score -193891 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -194310.906250 Penalty: 2651.238525
	Iteration 6F: 3 clusters Score -194310.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -194624.296875 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -194624.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -194830.250000 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -194830.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -194916.953125 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -194917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -194948.265625 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -194948.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -194957.718750 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -194957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -194958.906250 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -194958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -194958.906250 Penalty: 2651.238525
	Iteration 13F: 3 clusters Score -194958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 26199 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 75677 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22948 members 
Mstep: Class 22 contains 68280 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 71042 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 2202 members 
Mstep: Class 40 contains 4345 members 
Mstep: Class 41 contains 1288 members 
Entering Unmasked Estep 
Score: -30944896.000000 Penalty: 88057.867188
Splitting cluster 39 changes total score from -30944900.000000 to -30944896.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 54872 members 
Mstep: Class 6 contains 11427 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 26199 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 75677 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 22948 members 
Mstep: Class 22 contains 68280 members 
Mstep: Class 23 contains 80650 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 71042 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30945258.000000 Penalty: 85910.117188
Iteration 159Q: 41 clusters Score -3.094526e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6452 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 54873 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19203 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 26219 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 75427 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 23216 members 
Mstep: Class 22 contains 68318 members 
Mstep: Class 23 contains 80659 members 
Mstep: Class 24 contains 6179 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 70753 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5041 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30945626.000000 Penalty: 85910.117188
Iteration 160F: 41 clusters Score -3.094563e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 54871 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19205 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 26215 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 75303 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 15634 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 23070 members 
Mstep: Class 22 contains 68357 members 
Mstep: Class 23 contains 80659 members 
Mstep: Class 24 contains 6180 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4867 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 70469 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1833 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5328 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30945808.000000 Penalty: 85910.117188
Iteration 161Q: 41 clusters Score -3.094581e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6443 members 
Mstep: Class 3 contains 9250 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 54865 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19210 members 
Mstep: Class 8 contains 3607 members 
Mstep: Class 9 contains 26222 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 75270 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 2122 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 23001 members 
Mstep: Class 22 contains 68379 members 
Mstep: Class 23 contains 80659 members 
Mstep: Class 24 contains 6180 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 70175 members 
Mstep: Class 31 contains 1772 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946006.000000 Penalty: 85910.117188
Iteration 162Q: 41 clusters Score -3.094601e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6443 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 54856 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 26229 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 75246 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 16147 members 
Mstep: Class 18 contains 2116 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 22926 members 
Mstep: Class 22 contains 68403 members 
Mstep: Class 23 contains 80659 members 
Mstep: Class 24 contains 6180 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1041 members 
Mstep: Class 30 contains 69886 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946204.000000 Penalty: 85910.117188
Iteration 163Q: 41 clusters Score -3.09462e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 54852 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 26242 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 75245 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 16408 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 22856 members 
Mstep: Class 22 contains 68415 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 6181 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 871 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 69617 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946428.000000 Penalty: 85910.117188
Iteration 164Q: 41 clusters Score -3.094643e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 54852 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19212 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 26264 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 75261 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 16660 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 5912 members 
Mstep: Class 21 contains 22788 members 
Mstep: Class 22 contains 68418 members 
Mstep: Class 23 contains 80657 members 
Mstep: Class 24 contains 6181 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 69353 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946536.000000 Penalty: 85910.117188
Iteration 165Q: 41 clusters Score -3.094654e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6437 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 54848 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 26283 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 75283 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 16902 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 22730 members 
Mstep: Class 22 contains 68431 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 6181 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 69100 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1738 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 4980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946566.000000 Penalty: 85910.117188
Iteration 166Q: 41 clusters Score -3.094657e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 54845 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19217 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 26305 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 75306 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 17124 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 22680 members 
Mstep: Class 22 contains 68437 members 
Mstep: Class 23 contains 80654 members 
Mstep: Class 24 contains 6181 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 68864 members 
Mstep: Class 31 contains 1775 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1737 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946602.000000 Penalty: 85910.117188
Iteration 167Q: 41 clusters Score -3.09466e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 54840 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 26318 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 75314 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 22633 members 
Mstep: Class 22 contains 68447 members 
Mstep: Class 23 contains 80654 members 
Mstep: Class 24 contains 6182 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 68652 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1736 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946634.000000 Penalty: 85910.117188
Iteration 168Q: 41 clusters Score -3.094663e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 54840 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19210 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 75341 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 17551 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 22590 members 
Mstep: Class 22 contains 68456 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6182 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 68435 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5344 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1737 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946758.000000 Penalty: 85910.117188
Iteration 169Q: 41 clusters Score -3.094676e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 54837 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19208 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 26338 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 75361 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 17732 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 22566 members 
Mstep: Class 22 contains 68465 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6184 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 68240 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1737 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946744.000000 Penalty: 85910.117188
Iteration 170Q: 41 clusters Score -3.094674e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 54835 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19211 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 26350 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 75371 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 17912 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 68474 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6184 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1032 members 
Mstep: Class 30 contains 68056 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2283 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1736 members 
Mstep: Class 38 contains 2591 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946750.000000 Penalty: 85910.117188
Iteration 171Q: 41 clusters Score -3.094675e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6440 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3683 members 
Mstep: Class 5 contains 54829 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19211 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 26374 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 75385 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 18107 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 68488 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 1033 members 
Mstep: Class 30 contains 67856 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2284 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1734 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946830.000000 Penalty: 85910.117188
Iteration 172Q: 41 clusters Score -3.094683e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 54827 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 26393 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 75393 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 22513 members 
Mstep: Class 22 contains 68495 members 
Mstep: Class 23 contains 80654 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4676 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 1033 members 
Mstep: Class 30 contains 67683 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2285 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5327 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1728 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946864.000000 Penalty: 85910.117188
Iteration 173Q: 41 clusters Score -3.094686e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 54826 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 26405 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 75400 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 18443 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 68508 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4658 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 67519 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2285 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5321 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946952.000000 Penalty: 85910.117188
Iteration 174Q: 41 clusters Score -3.094695e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 54826 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19218 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 26400 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 75405 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 18591 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 22486 members 
Mstep: Class 22 contains 68523 members 
Mstep: Class 23 contains 80654 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 67385 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2289 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1720 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946964.000000 Penalty: 85910.117188
Iteration 175Q: 41 clusters Score -3.094696e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 54826 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 26390 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 75414 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 18753 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 68525 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 67249 members 
Mstep: Class 31 contains 1775 members 
Mstep: Class 32 contains 2288 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5320 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1714 members 
Mstep: Class 38 contains 2590 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946984.000000 Penalty: 85910.117188
Iteration 176Q: 41 clusters Score -3.094698e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 54826 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 26393 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 75418 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 18884 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 68525 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 67127 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 2287 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5319 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1711 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946976.000000 Penalty: 85910.117188
Iteration 177Q: 41 clusters Score -3.094698e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 54825 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 26394 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 75424 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 18997 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68533 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 1044 members 
Mstep: Class 30 contains 67016 members 
Mstep: Class 31 contains 1776 members 
Mstep: Class 32 contains 2284 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1705 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946896.000000 Penalty: 85910.117188
Iteration 178Q: 41 clusters Score -3.09469e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 54821 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19222 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 26398 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 75434 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 19108 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5925 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 68540 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4601 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1047 members 
Mstep: Class 30 contains 66896 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2281 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1698 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946952.000000 Penalty: 85910.117188
Iteration 179Q: 41 clusters Score -3.094695e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 54820 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 19219 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 26406 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 75446 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 19196 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22443 members 
Mstep: Class 22 contains 68555 members 
Mstep: Class 23 contains 80653 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1051 members 
Mstep: Class 30 contains 66787 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5312 members 
Mstep: Class 36 contains 5032 members 
Mstep: Class 37 contains 1691 members 
Mstep: Class 38 contains 2588 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946962.000000 Penalty: 85910.117188
Iteration 180F: 41 clusters Score -3.094696e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 54821 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 26411 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 75448 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 19296 members 
Mstep: Class 18 contains 2087 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 22439 members 
Mstep: Class 22 contains 68567 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1054 members 
Mstep: Class 30 contains 66673 members 
Mstep: Class 31 contains 1776 members 
Mstep: Class 32 contains 2273 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946914.000000 Penalty: 85910.117188
Iteration 181Q: 41 clusters Score -3.094691e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 54821 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 26419 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 75459 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 19406 members 
Mstep: Class 18 contains 2085 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22434 members 
Mstep: Class 22 contains 68583 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4581 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1056 members 
Mstep: Class 30 contains 66545 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2271 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946910.000000 Penalty: 85910.117188
Iteration 182Q: 41 clusters Score -3.094691e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 3650 members 
Mstep: Class 5 contains 54821 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19227 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26421 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 75469 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 19507 members 
Mstep: Class 18 contains 2085 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 22433 members 
Mstep: Class 22 contains 68600 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4573 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1058 members 
Mstep: Class 30 contains 66421 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 2266 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5319 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30946910.000000 Penalty: 85910.117188
Iteration 183Q: 41 clusters Score -3.094691e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 3650 members 
Mstep: Class 5 contains 54821 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19227 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 26429 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 75474 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 19611 members 
Mstep: Class 18 contains 2085 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 68619 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4568 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1060 members 
Mstep: Class 30 contains 66295 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5321 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1673 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947002.000000 Penalty: 85910.117188
Iteration 184Q: 41 clusters Score -3.0947e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 54822 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19228 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 26435 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 75477 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 19708 members 
Mstep: Class 18 contains 2085 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 22435 members 
Mstep: Class 22 contains 68634 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 66170 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5322 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1669 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947068.000000 Penalty: 85910.117188
Iteration 185Q: 41 clusters Score -3.094707e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 54820 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26443 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75480 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 19794 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 22446 members 
Mstep: Class 22 contains 68639 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4563 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 66071 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5318 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947046.000000 Penalty: 85910.117188
Iteration 186Q: 41 clusters Score -3.094705e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 54818 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 26450 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75485 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 19868 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 68645 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 65992 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947022.000000 Penalty: 85910.117188
Iteration 187Q: 41 clusters Score -3.094702e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 5 contains 54818 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19233 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 26467 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 19920 members 
Mstep: Class 18 contains 2076 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68653 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 65920 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947084.000000 Penalty: 85910.117188
Iteration 188Q: 41 clusters Score -3.094708e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 54820 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26475 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 75489 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 19967 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22463 members 
Mstep: Class 22 contains 68657 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4548 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 65867 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2260 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947102.000000 Penalty: 85910.117188
Iteration 189Q: 41 clusters Score -3.09471e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 54822 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26481 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20019 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22463 members 
Mstep: Class 22 contains 68661 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 65810 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2259 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947138.000000 Penalty: 85910.117188
Iteration 190Q: 41 clusters Score -3.094714e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 54822 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 26490 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20072 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22463 members 
Mstep: Class 22 contains 68668 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4544 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65750 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2258 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947148.000000 Penalty: 85910.117188
Iteration 191Q: 41 clusters Score -3.094715e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 5 contains 54822 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 26501 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 75491 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20122 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68671 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65699 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2258 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947104.000000 Penalty: 85910.117188
Iteration 192Q: 41 clusters Score -3.09471e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 54822 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19227 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 26506 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20170 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68679 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4532 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65646 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2258 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947134.000000 Penalty: 85910.117188
Iteration 193Q: 41 clusters Score -3.094713e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 54822 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 26513 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20220 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 68678 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65588 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2259 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5312 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947148.000000 Penalty: 85910.117188
Iteration 194Q: 41 clusters Score -3.094715e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 5 contains 54819 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 26518 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75494 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20263 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 68687 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65540 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2260 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5311 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947204.000000 Penalty: 85910.117188
Iteration 195Q: 41 clusters Score -3.09472e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54818 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19227 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 26518 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22479 members 
Mstep: Class 22 contains 68695 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65500 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5307 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947208.000000 Penalty: 85910.117188
Iteration 196Q: 41 clusters Score -3.094721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54816 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19225 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26520 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20332 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4541 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65468 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5306 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947198.000000 Penalty: 85910.117188
Iteration 197Q: 41 clusters Score -3.09472e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19222 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26527 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75494 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20364 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 68704 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65441 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947192.000000 Penalty: 85910.117188
Iteration 198Q: 41 clusters Score -3.094719e+07 nChanged 65
Entering ConstructFrom: 
Score: -30947192.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -211500.234375 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -211500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -208481.984375 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -208482 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -209189.703125 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -209189.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -209452.421875 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -209452.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -209726.468750 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -209726.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -209977.375000 Penalty: 2654.204834
	Iteration 4F: 3 clusters Score -209977.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -210164.031250 Penalty: 2654.204834
	Iteration 5F: 3 clusters Score -210164 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -210326.609375 Penalty: 2654.204834
	Iteration 6F: 3 clusters Score -210326.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -210467.468750 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -210467.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -210585.578125 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -210585.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -210667.375000 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -210667.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -210729.453125 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -210729.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -210785.187500 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -210785.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -210824.203125 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -210824.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -210857.187500 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -210857.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -210882.781250 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -210882.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -210897.890625 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -210897.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -210911.421875 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -210911.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -210920.906250 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -210920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -210925.453125 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -210925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -210929.437500 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -210929.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -210934.625000 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -210934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -210944.171875 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -210944.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -210949.875000 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -210949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -210952.031250 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -210952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -210955.703125 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -210955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -210958.937500 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -210958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -210960.781250 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -210960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -210963.312500 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -210963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -210968.156250 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -210968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -210970.687500 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -210970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -210972.406250 Penalty: 2654.204834
	Iteration 30Q: 3 clusters Score -210972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -210972.406250 Penalty: 2654.204834
	Iteration 31F: 3 clusters Score -210972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -379376.656250 Penalty: 1426.327637
	Iteration 0F: 2 clusters Score -379376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -374436.593750 Penalty: 2852.655273
	Iteration 0F: 3 clusters Score -374436.6 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -376104.312500 Penalty: 2852.655273
	Iteration 1F: 3 clusters Score -376104.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -376416.468750 Penalty: 2852.655273
	Iteration 2F: 3 clusters Score -376416.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -376659.968750 Penalty: 2852.655273
	Iteration 3F: 3 clusters Score -376660 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -376879.687500 Penalty: 2852.655273
	Iteration 4F: 3 clusters Score -376879.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -377081.968750 Penalty: 2852.655273
	Iteration 5F: 3 clusters Score -377082 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -377228.281250 Penalty: 2852.655273
	Iteration 6Q: 3 clusters Score -377228.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -377346.750000 Penalty: 2852.655273
	Iteration 7Q: 3 clusters Score -377346.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -377448.687500 Penalty: 2852.655273
	Iteration 8Q: 3 clusters Score -377448.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -377569.031250 Penalty: 2852.655273
	Iteration 9Q: 3 clusters Score -377569 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -377669.750000 Penalty: 2852.655273
	Iteration 10Q: 3 clusters Score -377669.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -377762.812500 Penalty: 2852.655273
	Iteration 11Q: 3 clusters Score -377762.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -377842.000000 Penalty: 2852.655273
	Iteration 12Q: 3 clusters Score -377842 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -377915.656250 Penalty: 2852.655273
	Iteration 13Q: 3 clusters Score -377915.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -377972.656250 Penalty: 2852.655273
	Iteration 14Q: 3 clusters Score -377972.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -378018.250000 Penalty: 2852.655273
	Iteration 15Q: 3 clusters Score -378018.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -378060.500000 Penalty: 2852.655273
	Iteration 16Q: 3 clusters Score -378060.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -378101.687500 Penalty: 2852.655273
	Iteration 17Q: 3 clusters Score -378101.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -378153.781250 Penalty: 2852.655273
	Iteration 18Q: 3 clusters Score -378153.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -378216.375000 Penalty: 2852.655273
	Iteration 19Q: 3 clusters Score -378216.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -378260.375000 Penalty: 2852.655273
	Iteration 20F: 3 clusters Score -378260.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -378290.750000 Penalty: 2852.655273
	Iteration 21Q: 3 clusters Score -378290.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -378314.750000 Penalty: 2852.655273
	Iteration 22Q: 3 clusters Score -378314.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -378332.531250 Penalty: 2852.655273
	Iteration 23Q: 3 clusters Score -378332.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -378348.781250 Penalty: 2852.655273
	Iteration 24Q: 3 clusters Score -378348.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -378359.437500 Penalty: 2852.655273
	Iteration 25Q: 3 clusters Score -378359.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -378373.593750 Penalty: 2852.655273
	Iteration 26Q: 3 clusters Score -378373.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -378386.750000 Penalty: 2852.655273
	Iteration 27Q: 3 clusters Score -378386.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -378394.562500 Penalty: 2852.655273
	Iteration 28Q: 3 clusters Score -378394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -378400.781250 Penalty: 2852.655273
	Iteration 29Q: 3 clusters Score -378400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -378403.656250 Penalty: 2852.655273
	Iteration 30Q: 3 clusters Score -378403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -378405.593750 Penalty: 2852.655273
	Iteration 31Q: 3 clusters Score -378405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -378405.968750 Penalty: 2852.655273
	Iteration 32Q: 3 clusters Score -378406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -378407.750000 Penalty: 2852.655273
	Iteration 33Q: 3 clusters Score -378407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -378409.093750 Penalty: 2852.655273
	Iteration 34Q: 3 clusters Score -378409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -378408.812500 Penalty: 2852.655273
	Iteration 35Q: 3 clusters Score -378408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -378408.406250 Penalty: 2852.655273
	Iteration 36Q: 3 clusters Score -378408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -378409.281250 Penalty: 2852.655273
	Iteration 37Q: 3 clusters Score -378409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -378409.062500 Penalty: 2852.655273
	Iteration 38Q: 3 clusters Score -378409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -378409.312500 Penalty: 2852.655273
	Iteration 39Q: 3 clusters Score -378409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -378409.968750 Penalty: 2852.655273
	Iteration 40F: 3 clusters Score -378410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -482104.843750 Penalty: 1484.116943
	Iteration 0F: 2 clusters Score -482104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -475435.843750 Penalty: 2968.233887
	Iteration 0F: 3 clusters Score -475435.8 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -477778.406250 Penalty: 2968.233887
	Iteration 1F: 3 clusters Score -477778.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -478163.281250 Penalty: 2968.233887
	Iteration 2F: 3 clusters Score -478163.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -478519.343750 Penalty: 2968.233887
	Iteration 3F: 3 clusters Score -478519.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -478816.437500 Penalty: 2968.233887
	Iteration 4F: 3 clusters Score -478816.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -479113.125000 Penalty: 2968.233887
	Iteration 5Q: 3 clusters Score -479113.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -479452.437500 Penalty: 2968.233887
	Iteration 6Q: 3 clusters Score -479452.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -479727.625000 Penalty: 2968.233887
	Iteration 7Q: 3 clusters Score -479727.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -479950.156250 Penalty: 2968.233887
	Iteration 8Q: 3 clusters Score -479950.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -480109.750000 Penalty: 2968.233887
	Iteration 9Q: 3 clusters Score -480109.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -480240.343750 Penalty: 2968.233887
	Iteration 10Q: 3 clusters Score -480240.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -480369.718750 Penalty: 2968.233887
	Iteration 11Q: 3 clusters Score -480369.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -480480.937500 Penalty: 2968.233887
	Iteration 12Q: 3 clusters Score -480480.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -480583.875000 Penalty: 2968.233887
	Iteration 13Q: 3 clusters Score -480583.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -480672.843750 Penalty: 2968.233887
	Iteration 14Q: 3 clusters Score -480672.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -480741.625000 Penalty: 2968.233887
	Iteration 15Q: 3 clusters Score -480741.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -480796.468750 Penalty: 2968.233887
	Iteration 16Q: 3 clusters Score -480796.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -480840.781250 Penalty: 2968.233887
	Iteration 17Q: 3 clusters Score -480840.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -480868.375000 Penalty: 2968.233887
	Iteration 18Q: 3 clusters Score -480868.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -480878.625000 Penalty: 2968.233887
	Iteration 19Q: 3 clusters Score -480878.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -480895.218750 Penalty: 2968.233887
	Iteration 20F: 3 clusters Score -480895.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -480908.125000 Penalty: 2968.233887
	Iteration 21Q: 3 clusters Score -480908.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -480919.156250 Penalty: 2968.233887
	Iteration 22Q: 3 clusters Score -480919.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -480928.906250 Penalty: 2968.233887
	Iteration 23Q: 3 clusters Score -480928.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -480937.218750 Penalty: 2968.233887
	Iteration 24Q: 3 clusters Score -480937.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -480948.343750 Penalty: 2968.233887
	Iteration 25Q: 3 clusters Score -480948.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -480961.562500 Penalty: 2968.233887
	Iteration 26Q: 3 clusters Score -480961.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -480975.593750 Penalty: 2968.233887
	Iteration 27Q: 3 clusters Score -480975.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -480993.500000 Penalty: 2968.233887
	Iteration 28Q: 3 clusters Score -480993.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -481008.312500 Penalty: 2968.233887
	Iteration 29Q: 3 clusters Score -481008.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -481037.437500 Penalty: 2968.233887
	Iteration 30Q: 3 clusters Score -481037.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -481072.218750 Penalty: 2968.233887
	Iteration 31Q: 3 clusters Score -481072.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -481108.312500 Penalty: 2968.233887
	Iteration 32Q: 3 clusters Score -481108.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -481165.625000 Penalty: 2968.233887
	Iteration 33Q: 3 clusters Score -481165.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -481247.187500 Penalty: 2968.233887
	Iteration 34Q: 3 clusters Score -481247.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -481316.312500 Penalty: 2968.233887
	Iteration 35Q: 3 clusters Score -481316.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -481383.000000 Penalty: 2968.233887
	Iteration 36Q: 3 clusters Score -481383 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -481458.656250 Penalty: 2968.233887
	Iteration 37Q: 3 clusters Score -481458.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -481530.406250 Penalty: 2968.233887
	Iteration 38Q: 3 clusters Score -481530.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -481593.375000 Penalty: 2968.233887
	Iteration 39Q: 3 clusters Score -481593.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -481651.156250 Penalty: 2968.233887
	Iteration 40F: 3 clusters Score -481651.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -481698.968750 Penalty: 2968.233887
	Iteration 41Q: 3 clusters Score -481699 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -481755.968750 Penalty: 2968.233887
	Iteration 42Q: 3 clusters Score -481756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -481814.000000 Penalty: 2968.233887
	Iteration 43Q: 3 clusters Score -481814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -481867.500000 Penalty: 2968.233887
	Iteration 44Q: 3 clusters Score -481867.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -481928.062500 Penalty: 2968.233887
	Iteration 45Q: 3 clusters Score -481928.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -482012.531250 Penalty: 2968.233887
	Iteration 46Q: 3 clusters Score -482012.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -482094.468750 Penalty: 2968.233887
	Iteration 47Q: 3 clusters Score -482094.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -482156.750000 Penalty: 2968.233887
	Iteration 48Q: 3 clusters Score -482156.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -482205.593750 Penalty: 2968.233887
	Iteration 49Q: 3 clusters Score -482205.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -482229.125000 Penalty: 2968.233887
	Iteration 50Q: 3 clusters Score -482229.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -482246.031250 Penalty: 2968.233887
	Iteration 51Q: 3 clusters Score -482246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -482256.531250 Penalty: 2968.233887
	Iteration 52Q: 3 clusters Score -482256.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -482266.812500 Penalty: 2968.233887
	Iteration 53Q: 3 clusters Score -482266.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -482271.968750 Penalty: 2968.233887
	Iteration 54Q: 3 clusters Score -482272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -482276.250000 Penalty: 2968.233887
	Iteration 55Q: 3 clusters Score -482276.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -482284.312500 Penalty: 2968.233887
	Iteration 56Q: 3 clusters Score -482284.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -482289.812500 Penalty: 2968.233887
	Iteration 57Q: 3 clusters Score -482289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -482293.000000 Penalty: 2968.233887
	Iteration 58Q: 3 clusters Score -482293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -482295.468750 Penalty: 2968.233887
	Iteration 59Q: 3 clusters Score -482295.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -482296.625000 Penalty: 2968.233887
	Iteration 60F: 3 clusters Score -482296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -482298.781250 Penalty: 2968.233887
	Iteration 61Q: 3 clusters Score -482298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -482298.031250 Penalty: 2968.233887
	Iteration 62Q: 3 clusters Score -482298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -482299.125000 Penalty: 2968.233887
	Iteration 63Q: 3 clusters Score -482299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482299.406250 Penalty: 2968.233887
	Iteration 64Q: 3 clusters Score -482299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -482300.500000 Penalty: 2968.233887
	Iteration 65Q: 3 clusters Score -482300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -482300.406250 Penalty: 2968.233887
	Iteration 66Q: 3 clusters Score -482300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -482300.406250 Penalty: 2968.233887
	Iteration 67F: 3 clusters Score -482300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 6307 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26533 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20397 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65404 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5080 members 
Mstep: Class 41 contains 2949 members 
Entering Unmasked Estep 
Score: -30946616.000000 Penalty: 88057.867188
Splitting cluster 3 changes total score from -30947192.000000 to -30946616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -214382.765625 Penalty: 1332.234131
	Iteration 0F: 2 clusters Score -214382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -211310.109375 Penalty: 2664.468262
	Iteration 0F: 3 clusters Score -211310.1 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -212114.093750 Penalty: 2664.468262
	Iteration 1F: 3 clusters Score -212114.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -212314.500000 Penalty: 2664.468262
	Iteration 2F: 3 clusters Score -212314.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -212499.109375 Penalty: 2664.468262
	Iteration 3F: 3 clusters Score -212499.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -212689.500000 Penalty: 2664.468262
	Iteration 4F: 3 clusters Score -212689.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -212887.781250 Penalty: 2664.468262
	Iteration 5F: 3 clusters Score -212887.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -213125.328125 Penalty: 2664.468262
	Iteration 6F: 3 clusters Score -213125.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -213424.750000 Penalty: 2664.468262
	Iteration 7F: 3 clusters Score -213424.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -213701.937500 Penalty: 2664.468262
	Iteration 8F: 3 clusters Score -213701.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -213892.640625 Penalty: 2664.468262
	Iteration 9Q: 3 clusters Score -213892.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -213990.968750 Penalty: 2664.468262
	Iteration 10Q: 3 clusters Score -213991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -214036.296875 Penalty: 2664.468262
	Iteration 11Q: 3 clusters Score -214036.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -214061.187500 Penalty: 2664.468262
	Iteration 12Q: 3 clusters Score -214061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -214073.156250 Penalty: 2664.468262
	Iteration 13Q: 3 clusters Score -214073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -214077.546875 Penalty: 2664.468262
	Iteration 14Q: 3 clusters Score -214077.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -214082.328125 Penalty: 2664.468262
	Iteration 15Q: 3 clusters Score -214082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -214084.203125 Penalty: 2664.468262
	Iteration 16Q: 3 clusters Score -214084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -214086.015625 Penalty: 2664.468262
	Iteration 17Q: 3 clusters Score -214086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -214086.312500 Penalty: 2664.468262
	Iteration 18Q: 3 clusters Score -214086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -214086.906250 Penalty: 2664.468262
	Iteration 19Q: 3 clusters Score -214086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -214086.906250 Penalty: 2664.468262
	Iteration 20F: 3 clusters Score -214086.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Entering Unmasked Estep 
Score: -3317635.750000 Penalty: 1773.154419
	Iteration 0F: 2 clusters Score -3317636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3281075.250000 Penalty: 3546.308838
	Iteration 0F: 3 clusters Score -3281075 nChanged 25670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3295844.000000 Penalty: 3546.308838
	Iteration 1F: 3 clusters Score -3295844 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3296696.500000 Penalty: 3546.308838
	Iteration 2Q: 3 clusters Score -3296696 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3297728.500000 Penalty: 3546.308838
	Iteration 3Q: 3 clusters Score -3297728 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3299179.500000 Penalty: 3546.308838
	Iteration 4F: 3 clusters Score -3299180 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3301079.250000 Penalty: 3546.308838
	Iteration 5F: 3 clusters Score -3301079 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3303512.500000 Penalty: 3546.308838
	Iteration 6F: 3 clusters Score -3303512 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3305968.250000 Penalty: 3546.308838
	Iteration 7F: 3 clusters Score -3305968 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3308324.750000 Penalty: 3546.308838
	Iteration 8F: 3 clusters Score -3308325 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3310403.250000 Penalty: 3546.308838
	Iteration 9Q: 3 clusters Score -3310403 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3311958.750000 Penalty: 3546.308838
	Iteration 10Q: 3 clusters Score -3311959 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3313074.500000 Penalty: 3546.308838
	Iteration 11Q: 3 clusters Score -3313074 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3313911.750000 Penalty: 3546.308838
	Iteration 12Q: 3 clusters Score -3313912 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3314535.500000 Penalty: 3546.308838
	Iteration 13Q: 3 clusters Score -3314536 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3314995.750000 Penalty: 3546.308838
	Iteration 14Q: 3 clusters Score -3314996 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3315324.250000 Penalty: 3546.308838
	Iteration 15Q: 3 clusters Score -3315324 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3315563.750000 Penalty: 3546.308838
	Iteration 16Q: 3 clusters Score -3315564 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3315747.750000 Penalty: 3546.308838
	Iteration 17Q: 3 clusters Score -3315748 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3315867.000000 Penalty: 3546.308838
	Iteration 18Q: 3 clusters Score -3315867 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3315945.500000 Penalty: 3546.308838
	Iteration 19Q: 3 clusters Score -3315946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3315989.750000 Penalty: 3546.308838
	Iteration 20F: 3 clusters Score -3315990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3316025.000000 Penalty: 3546.308838
	Iteration 21Q: 3 clusters Score -3316025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3316052.000000 Penalty: 3546.308838
	Iteration 22Q: 3 clusters Score -3316052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3316063.000000 Penalty: 3546.308838
	Iteration 23Q: 3 clusters Score -3316063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3316082.000000 Penalty: 3546.308838
	Iteration 24Q: 3 clusters Score -3316082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3316084.750000 Penalty: 3546.308838
	Iteration 25Q: 3 clusters Score -3316085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3316092.000000 Penalty: 3546.308838
	Iteration 26Q: 3 clusters Score -3316092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3316103.750000 Penalty: 3546.308838
	Iteration 27Q: 3 clusters Score -3316104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3316100.750000 Penalty: 3546.308838
	Iteration 28Q: 3 clusters Score -3316101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3316101.750000 Penalty: 3546.308838
	Iteration 29Q: 3 clusters Score -3316102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3316109.750000 Penalty: 3546.308838
	Iteration 30Q: 3 clusters Score -3316110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3316118.000000 Penalty: 3546.308838
	Iteration 31Q: 3 clusters Score -3316118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3316134.750000 Penalty: 3546.308838
	Iteration 32Q: 3 clusters Score -3316135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3316144.250000 Penalty: 3546.308838
	Iteration 33Q: 3 clusters Score -3316144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3316146.000000 Penalty: 3546.308838
	Iteration 34Q: 3 clusters Score -3316146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3316145.250000 Penalty: 3546.308838
	Iteration 35Q: 3 clusters Score -3316145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3316147.000000 Penalty: 3546.308838
	Iteration 36Q: 3 clusters Score -3316147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3316146.000000 Penalty: 3546.308838
	Iteration 37Q: 3 clusters Score -3316146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3316151.250000 Penalty: 3546.308838
	Iteration 38Q: 3 clusters Score -3316151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3316153.750000 Penalty: 3546.308838
	Iteration 39Q: 3 clusters Score -3316154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3316155.500000 Penalty: 3546.308838
	Iteration 40F: 3 clusters Score -3316156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3316155.750000 Penalty: 3546.308838
	Iteration 41Q: 3 clusters Score -3316156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3316162.750000 Penalty: 3546.308838
	Iteration 42Q: 3 clusters Score -3316163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3316159.250000 Penalty: 3546.308838
	Iteration 43Q: 3 clusters Score -3316159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3316159.250000 Penalty: 3546.308838
	Iteration 44F: 3 clusters Score -3316159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -689730.687500 Penalty: 1518.385254
	Iteration 0F: 2 clusters Score -689730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -681611.687500 Penalty: 3036.770508
	Iteration 0F: 3 clusters Score -681611.7 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -684422.625000 Penalty: 3036.770508
	Iteration 1F: 3 clusters Score -684422.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -684680.187500 Penalty: 3036.770508
	Iteration 2F: 3 clusters Score -684680.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -684906.562500 Penalty: 3036.770508
	Iteration 3Q: 3 clusters Score -684906.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -685120.437500 Penalty: 3036.770508
	Iteration 4Q: 3 clusters Score -685120.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -685340.375000 Penalty: 3036.770508
	Iteration 5Q: 3 clusters Score -685340.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -685557.187500 Penalty: 3036.770508
	Iteration 6Q: 3 clusters Score -685557.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -685791.625000 Penalty: 3036.770508
	Iteration 7Q: 3 clusters Score -685791.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -686034.687500 Penalty: 3036.770508
	Iteration 8Q: 3 clusters Score -686034.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -686322.312500 Penalty: 3036.770508
	Iteration 9Q: 3 clusters Score -686322.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -686629.937500 Penalty: 3036.770508
	Iteration 10Q: 3 clusters Score -686629.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -686945.875000 Penalty: 3036.770508
	Iteration 11Q: 3 clusters Score -686945.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -687239.375000 Penalty: 3036.770508
	Iteration 12Q: 3 clusters Score -687239.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -687488.500000 Penalty: 3036.770508
	Iteration 13Q: 3 clusters Score -687488.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -687685.500000 Penalty: 3036.770508
	Iteration 14Q: 3 clusters Score -687685.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -687856.812500 Penalty: 3036.770508
	Iteration 15Q: 3 clusters Score -687856.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -687978.937500 Penalty: 3036.770508
	Iteration 16Q: 3 clusters Score -687978.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -688072.937500 Penalty: 3036.770508
	Iteration 17Q: 3 clusters Score -688072.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -688144.312500 Penalty: 3036.770508
	Iteration 18Q: 3 clusters Score -688144.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -688211.125000 Penalty: 3036.770508
	Iteration 19Q: 3 clusters Score -688211.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -688256.875000 Penalty: 3036.770508
	Iteration 20F: 3 clusters Score -688256.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -688287.187500 Penalty: 3036.770508
	Iteration 21Q: 3 clusters Score -688287.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -688306.375000 Penalty: 3036.770508
	Iteration 22Q: 3 clusters Score -688306.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -688325.062500 Penalty: 3036.770508
	Iteration 23Q: 3 clusters Score -688325.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -688352.562500 Penalty: 3036.770508
	Iteration 24Q: 3 clusters Score -688352.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -688380.375000 Penalty: 3036.770508
	Iteration 25Q: 3 clusters Score -688380.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -688412.875000 Penalty: 3036.770508
	Iteration 26Q: 3 clusters Score -688412.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -688435.750000 Penalty: 3036.770508
	Iteration 27Q: 3 clusters Score -688435.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -688451.437500 Penalty: 3036.770508
	Iteration 28Q: 3 clusters Score -688451.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -688464.875000 Penalty: 3036.770508
	Iteration 29Q: 3 clusters Score -688464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -688474.187500 Penalty: 3036.770508
	Iteration 30Q: 3 clusters Score -688474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -688481.062500 Penalty: 3036.770508
	Iteration 31Q: 3 clusters Score -688481.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -688483.312500 Penalty: 3036.770508
	Iteration 32Q: 3 clusters Score -688483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -688485.437500 Penalty: 3036.770508
	Iteration 33Q: 3 clusters Score -688485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -688488.125000 Penalty: 3036.770508
	Iteration 34Q: 3 clusters Score -688488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -688489.312500 Penalty: 3036.770508
	Iteration 35Q: 3 clusters Score -688489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -688496.937500 Penalty: 3036.770508
	Iteration 36Q: 3 clusters Score -688496.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -688503.750000 Penalty: 3036.770508
	Iteration 37Q: 3 clusters Score -688503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -688507.562500 Penalty: 3036.770508
	Iteration 38Q: 3 clusters Score -688507.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -688513.625000 Penalty: 3036.770508
	Iteration 39Q: 3 clusters Score -688513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -688517.375000 Penalty: 3036.770508
	Iteration 40F: 3 clusters Score -688517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -688522.125000 Penalty: 3036.770508
	Iteration 41Q: 3 clusters Score -688522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -688527.250000 Penalty: 3036.770508
	Iteration 42Q: 3 clusters Score -688527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -688531.000000 Penalty: 3036.770508
	Iteration 43Q: 3 clusters Score -688531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -688535.437500 Penalty: 3036.770508
	Iteration 44Q: 3 clusters Score -688535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -688535.812500 Penalty: 3036.770508
	Iteration 45Q: 3 clusters Score -688535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -688537.187500 Penalty: 3036.770508
	Iteration 46Q: 3 clusters Score -688537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -688540.687500 Penalty: 3036.770508
	Iteration 47Q: 3 clusters Score -688540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -688540.750000 Penalty: 3036.770508
	Iteration 48Q: 3 clusters Score -688540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -688541.187500 Penalty: 3036.770508
	Iteration 49Q: 3 clusters Score -688541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -688543.437500 Penalty: 3036.770508
	Iteration 50Q: 3 clusters Score -688543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -688544.187500 Penalty: 3036.770508
	Iteration 51Q: 3 clusters Score -688544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -688545.062500 Penalty: 3036.770508
	Iteration 52Q: 3 clusters Score -688545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -688546.750000 Penalty: 3036.770508
	Iteration 53Q: 3 clusters Score -688546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -688547.000000 Penalty: 3036.770508
	Iteration 54Q: 3 clusters Score -688547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -688547.000000 Penalty: 3036.770508
	Iteration 55F: 3 clusters Score -688547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1155190.000000 Penalty: 1602.852295
	Iteration 0F: 2 clusters Score -1155190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1141954.625000 Penalty: 3205.704590
	Iteration 0F: 3 clusters Score -1141955 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1146550.750000 Penalty: 3205.704590
	Iteration 1F: 3 clusters Score -1146551 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1146884.375000 Penalty: 3205.704590
	Iteration 2Q: 3 clusters Score -1146884 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1147203.000000 Penalty: 3205.704590
	Iteration 3Q: 3 clusters Score -1147203 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1147517.000000 Penalty: 3205.704590
	Iteration 4Q: 3 clusters Score -1147517 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1147874.375000 Penalty: 3205.704590
	Iteration 5Q: 3 clusters Score -1147874 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1148300.125000 Penalty: 3205.704590
	Iteration 6Q: 3 clusters Score -1148300 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1148785.500000 Penalty: 3205.704590
	Iteration 7Q: 3 clusters Score -1148786 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1149370.250000 Penalty: 3205.704590
	Iteration 8Q: 3 clusters Score -1149370 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1149973.875000 Penalty: 3205.704590
	Iteration 9F: 3 clusters Score -1149974 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1150550.875000 Penalty: 3205.704590
	Iteration 10Q: 3 clusters Score -1150551 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1151070.500000 Penalty: 3205.704590
	Iteration 11Q: 3 clusters Score -1151070 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1151502.125000 Penalty: 3205.704590
	Iteration 12Q: 3 clusters Score -1151502 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1151872.500000 Penalty: 3205.704590
	Iteration 13Q: 3 clusters Score -1151872 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1152205.875000 Penalty: 3205.704590
	Iteration 14Q: 3 clusters Score -1152206 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1152444.625000 Penalty: 3205.704590
	Iteration 15Q: 3 clusters Score -1152445 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1152621.000000 Penalty: 3205.704590
	Iteration 16Q: 3 clusters Score -1152621 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1152741.500000 Penalty: 3205.704590
	Iteration 17Q: 3 clusters Score -1152742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1152820.125000 Penalty: 3205.704590
	Iteration 18Q: 3 clusters Score -1152820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1152882.250000 Penalty: 3205.704590
	Iteration 19Q: 3 clusters Score -1152882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1152951.125000 Penalty: 3205.704590
	Iteration 20F: 3 clusters Score -1152951 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1153014.250000 Penalty: 3205.704590
	Iteration 21Q: 3 clusters Score -1153014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1153077.875000 Penalty: 3205.704590
	Iteration 22Q: 3 clusters Score -1153078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1153158.125000 Penalty: 3205.704590
	Iteration 23Q: 3 clusters Score -1153158 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1153227.875000 Penalty: 3205.704590
	Iteration 24Q: 3 clusters Score -1153228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1153303.875000 Penalty: 3205.704590
	Iteration 25Q: 3 clusters Score -1153304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1153386.000000 Penalty: 3205.704590
	Iteration 26Q: 3 clusters Score -1153386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1153464.500000 Penalty: 3205.704590
	Iteration 27Q: 3 clusters Score -1153464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1153521.750000 Penalty: 3205.704590
	Iteration 28Q: 3 clusters Score -1153522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1153564.125000 Penalty: 3205.704590
	Iteration 29Q: 3 clusters Score -1153564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1153601.750000 Penalty: 3205.704590
	Iteration 30Q: 3 clusters Score -1153602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1153645.625000 Penalty: 3205.704590
	Iteration 31Q: 3 clusters Score -1153646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1153687.625000 Penalty: 3205.704590
	Iteration 32Q: 3 clusters Score -1153688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1153713.500000 Penalty: 3205.704590
	Iteration 33Q: 3 clusters Score -1153714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1153742.750000 Penalty: 3205.704590
	Iteration 34Q: 3 clusters Score -1153743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1153759.500000 Penalty: 3205.704590
	Iteration 35Q: 3 clusters Score -1153760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1153774.375000 Penalty: 3205.704590
	Iteration 36Q: 3 clusters Score -1153774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1153782.750000 Penalty: 3205.704590
	Iteration 37Q: 3 clusters Score -1153783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1153792.625000 Penalty: 3205.704590
	Iteration 38Q: 3 clusters Score -1153793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1153796.375000 Penalty: 3205.704590
	Iteration 39Q: 3 clusters Score -1153796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1153806.625000 Penalty: 3205.704590
	Iteration 40F: 3 clusters Score -1153807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1153812.500000 Penalty: 3205.704590
	Iteration 41Q: 3 clusters Score -1153812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1153820.750000 Penalty: 3205.704590
	Iteration 42Q: 3 clusters Score -1153821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1153825.750000 Penalty: 3205.704590
	Iteration 43Q: 3 clusters Score -1153826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1153828.500000 Penalty: 3205.704590
	Iteration 44Q: 3 clusters Score -1153828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1153829.750000 Penalty: 3205.704590
	Iteration 45Q: 3 clusters Score -1153830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1153830.125000 Penalty: 3205.704590
	Iteration 46Q: 3 clusters Score -1153830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1153830.000000 Penalty: 3205.704590
	Iteration 47Q: 3 clusters Score -1153830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1153830.375000 Penalty: 3205.704590
	Iteration 48Q: 3 clusters Score -1153830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1153832.125000 Penalty: 3205.704590
	Iteration 49Q: 3 clusters Score -1153832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1153833.750000 Penalty: 3205.704590
	Iteration 50Q: 3 clusters Score -1153834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1153834.500000 Penalty: 3205.704590
	Iteration 51Q: 3 clusters Score -1153834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1153836.000000 Penalty: 3205.704590
	Iteration 52Q: 3 clusters Score -1153836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1153836.625000 Penalty: 3205.704590
	Iteration 53Q: 3 clusters Score -1153837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1153836.375000 Penalty: 3205.704590
	Iteration 54Q: 3 clusters Score -1153836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1153836.375000 Penalty: 3205.704590
	Iteration 55F: 3 clusters Score -1153836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -203982.546875 Penalty: 1332.725098
	Iteration 0F: 2 clusters Score -203982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -200877.625000 Penalty: 2665.450195
	Iteration 0F: 3 clusters Score -200877.6 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201746.718750 Penalty: 2665.450195
	Iteration 1F: 3 clusters Score -201746.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -202064.093750 Penalty: 2665.450195
	Iteration 2F: 3 clusters Score -202064.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -202349.281250 Penalty: 2665.450195
	Iteration 3F: 3 clusters Score -202349.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -202660.468750 Penalty: 2665.450195
	Iteration 4F: 3 clusters Score -202660.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -202955.937500 Penalty: 2665.450195
	Iteration 5F: 3 clusters Score -202955.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -203119.828125 Penalty: 2665.450195
	Iteration 6F: 3 clusters Score -203119.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -203228.531250 Penalty: 2665.450195
	Iteration 7Q: 3 clusters Score -203228.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203281.359375 Penalty: 2665.450195
	Iteration 8Q: 3 clusters Score -203281.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -203317.187500 Penalty: 2665.450195
	Iteration 9Q: 3 clusters Score -203317.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -203339.671875 Penalty: 2665.450195
	Iteration 10Q: 3 clusters Score -203339.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -203360.953125 Penalty: 2665.450195
	Iteration 11Q: 3 clusters Score -203361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -203380.390625 Penalty: 2665.450195
	Iteration 12Q: 3 clusters Score -203380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -203391.218750 Penalty: 2665.450195
	Iteration 13Q: 3 clusters Score -203391.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -203406.609375 Penalty: 2665.450195
	Iteration 14Q: 3 clusters Score -203406.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -203432.093750 Penalty: 2665.450195
	Iteration 15Q: 3 clusters Score -203432.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -203447.625000 Penalty: 2665.450195
	Iteration 16Q: 3 clusters Score -203447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -203460.156250 Penalty: 2665.450195
	Iteration 17Q: 3 clusters Score -203460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -203480.140625 Penalty: 2665.450195
	Iteration 18Q: 3 clusters Score -203480.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203498.953125 Penalty: 2665.450195
	Iteration 19Q: 3 clusters Score -203499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -203512.250000 Penalty: 2665.450195
	Iteration 20F: 3 clusters Score -203512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -203521.671875 Penalty: 2665.450195
	Iteration 21Q: 3 clusters Score -203521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -203527.609375 Penalty: 2665.450195
	Iteration 22Q: 3 clusters Score -203527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -203532.984375 Penalty: 2665.450195
	Iteration 23Q: 3 clusters Score -203533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -203536.328125 Penalty: 2665.450195
	Iteration 24Q: 3 clusters Score -203536.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -203542.343750 Penalty: 2665.450195
	Iteration 25Q: 3 clusters Score -203542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -203547.234375 Penalty: 2665.450195
	Iteration 26Q: 3 clusters Score -203547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -203552.578125 Penalty: 2665.450195
	Iteration 27Q: 3 clusters Score -203552.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -203556.750000 Penalty: 2665.450195
	Iteration 28Q: 3 clusters Score -203556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -203560.062500 Penalty: 2665.450195
	Iteration 29Q: 3 clusters Score -203560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -203560.812500 Penalty: 2665.450195
	Iteration 30Q: 3 clusters Score -203560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -203562.031250 Penalty: 2665.450195
	Iteration 31Q: 3 clusters Score -203562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -203563.734375 Penalty: 2665.450195
	Iteration 32Q: 3 clusters Score -203563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -203566.406250 Penalty: 2665.450195
	Iteration 33Q: 3 clusters Score -203566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -203570.890625 Penalty: 2665.450195
	Iteration 34Q: 3 clusters Score -203570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -203578.265625 Penalty: 2665.450195
	Iteration 35Q: 3 clusters Score -203578.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -203587.718750 Penalty: 2665.450195
	Iteration 36Q: 3 clusters Score -203587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -203592.406250 Penalty: 2665.450195
	Iteration 37Q: 3 clusters Score -203592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -203596.546875 Penalty: 2665.450195
	Iteration 38Q: 3 clusters Score -203596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -203598.609375 Penalty: 2665.450195
	Iteration 39Q: 3 clusters Score -203598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -203600.703125 Penalty: 2665.450195
	Iteration 40F: 3 clusters Score -203600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203602.593750 Penalty: 2665.450195
	Iteration 41Q: 3 clusters Score -203602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203604.484375 Penalty: 2665.450195
	Iteration 42Q: 3 clusters Score -203604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203606.593750 Penalty: 2665.450195
	Iteration 43Q: 3 clusters Score -203606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203608.875000 Penalty: 2665.450195
	Iteration 44Q: 3 clusters Score -203608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203608.875000 Penalty: 2665.450195
	Iteration 45F: 3 clusters Score -203608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Entering Unmasked Estep 
Score: -1609638.875000 Penalty: 1655.248535
	Iteration 0F: 2 clusters Score -1609639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1591653.625000 Penalty: 3310.497070
	Iteration 0F: 3 clusters Score -1591654 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1598228.750000 Penalty: 3310.497070
	Iteration 1F: 3 clusters Score -1598229 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1598616.250000 Penalty: 3310.497070
	Iteration 2Q: 3 clusters Score -1598616 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1598980.125000 Penalty: 3310.497070
	Iteration 3Q: 3 clusters Score -1598980 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1599380.875000 Penalty: 3310.497070
	Iteration 4Q: 3 clusters Score -1599381 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1599847.875000 Penalty: 3310.497070
	Iteration 5Q: 3 clusters Score -1599848 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1600401.125000 Penalty: 3310.497070
	Iteration 6Q: 3 clusters Score -1600401 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1601071.000000 Penalty: 3310.497070
	Iteration 7Q: 3 clusters Score -1601071 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1601897.875000 Penalty: 3310.497070
	Iteration 8Q: 3 clusters Score -1601898 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1602798.625000 Penalty: 3310.497070
	Iteration 9F: 3 clusters Score -1602799 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1603515.500000 Penalty: 3310.497070
	Iteration 10Q: 3 clusters Score -1603516 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1603923.250000 Penalty: 3310.497070
	Iteration 11Q: 3 clusters Score -1603923 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1604137.625000 Penalty: 3310.497070
	Iteration 12Q: 3 clusters Score -1604138 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1604257.500000 Penalty: 3310.497070
	Iteration 13Q: 3 clusters Score -1604258 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1604331.625000 Penalty: 3310.497070
	Iteration 14Q: 3 clusters Score -1604332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1604392.875000 Penalty: 3310.497070
	Iteration 15Q: 3 clusters Score -1604393 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1604452.750000 Penalty: 3310.497070
	Iteration 16Q: 3 clusters Score -1604453 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1604507.375000 Penalty: 3310.497070
	Iteration 17Q: 3 clusters Score -1604507 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1604561.000000 Penalty: 3310.497070
	Iteration 18Q: 3 clusters Score -1604561 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1604636.750000 Penalty: 3310.497070
	Iteration 19Q: 3 clusters Score -1604637 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1604699.750000 Penalty: 3310.497070
	Iteration 20F: 3 clusters Score -1604700 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1604764.500000 Penalty: 3310.497070
	Iteration 21Q: 3 clusters Score -1604764 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1604844.750000 Penalty: 3310.497070
	Iteration 22Q: 3 clusters Score -1604845 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1604927.875000 Penalty: 3310.497070
	Iteration 23Q: 3 clusters Score -1604928 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1604997.500000 Penalty: 3310.497070
	Iteration 24Q: 3 clusters Score -1604998 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1605081.375000 Penalty: 3310.497070
	Iteration 25Q: 3 clusters Score -1605081 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1605166.250000 Penalty: 3310.497070
	Iteration 26Q: 3 clusters Score -1605166 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1605280.500000 Penalty: 3310.497070
	Iteration 27Q: 3 clusters Score -1605280 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -1605403.750000 Penalty: 3310.497070
	Iteration 28Q: 3 clusters Score -1605404 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1605544.375000 Penalty: 3310.497070
	Iteration 29Q: 3 clusters Score -1605544 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1605702.000000 Penalty: 3310.497070
	Iteration 30Q: 3 clusters Score -1605702 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1605850.000000 Penalty: 3310.497070
	Iteration 31Q: 3 clusters Score -1605850 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -1606032.000000 Penalty: 3310.497070
	Iteration 32Q: 3 clusters Score -1606032 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -1606193.375000 Penalty: 3310.497070
	Iteration 33Q: 3 clusters Score -1606193 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1606392.250000 Penalty: 3310.497070
	Iteration 34Q: 3 clusters Score -1606392 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1606627.125000 Penalty: 3310.497070
	Iteration 35Q: 3 clusters Score -1606627 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -1606836.000000 Penalty: 3310.497070
	Iteration 36Q: 3 clusters Score -1606836 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -1607055.375000 Penalty: 3310.497070
	Iteration 37Q: 3 clusters Score -1607055 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -1607254.250000 Penalty: 3310.497070
	Iteration 38Q: 3 clusters Score -1607254 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1607485.250000 Penalty: 3310.497070
	Iteration 39Q: 3 clusters Score -1607485 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1607704.250000 Penalty: 3310.497070
	Iteration 40F: 3 clusters Score -1607704 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -1607905.375000 Penalty: 3310.497070
	Iteration 41Q: 3 clusters Score -1607905 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -1608055.875000 Penalty: 3310.497070
	Iteration 42Q: 3 clusters Score -1608056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -1608180.750000 Penalty: 3310.497070
	Iteration 43Q: 3 clusters Score -1608181 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -1608287.750000 Penalty: 3310.497070
	Iteration 44Q: 3 clusters Score -1608288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -1608365.125000 Penalty: 3310.497070
	Iteration 45Q: 3 clusters Score -1608365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -1608397.375000 Penalty: 3310.497070
	Iteration 46Q: 3 clusters Score -1608397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -1608428.875000 Penalty: 3310.497070
	Iteration 47Q: 3 clusters Score -1608429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -1608452.250000 Penalty: 3310.497070
	Iteration 48Q: 3 clusters Score -1608452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -1608473.375000 Penalty: 3310.497070
	Iteration 49Q: 3 clusters Score -1608473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -1608488.125000 Penalty: 3310.497070
	Iteration 50Q: 3 clusters Score -1608488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -1608494.250000 Penalty: 3310.497070
	Iteration 51Q: 3 clusters Score -1608494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -1608507.750000 Penalty: 3310.497070
	Iteration 52Q: 3 clusters Score -1608508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -1608509.125000 Penalty: 3310.497070
	Iteration 53Q: 3 clusters Score -1608509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -1608512.875000 Penalty: 3310.497070
	Iteration 54Q: 3 clusters Score -1608513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -1608514.750000 Penalty: 3310.497070
	Iteration 55Q: 3 clusters Score -1608515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -1608516.125000 Penalty: 3310.497070
	Iteration 56Q: 3 clusters Score -1608516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -1608515.625000 Penalty: 3310.497070
	Iteration 57Q: 3 clusters Score -1608516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -1608514.750000 Penalty: 3310.497070
	Iteration 58Q: 3 clusters Score -1608515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -1608514.750000 Penalty: 3310.497070
	Iteration 59F: 3 clusters Score -1608515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -50295.292969 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -50295.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48913.207031 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -48913.21 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49134.964844 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -49134.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49214.558594 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -49214.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49247.320312 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -49247.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -49278.625000 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -49278.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49298.347656 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -49298.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49316.082031 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -49316.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49334.628906 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -49334.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49350.363281 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -49350.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49361.773438 Penalty: 2203.104980
	Iteration 9Q: 3 clusters Score -49361.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49369.281250 Penalty: 2203.104980
	Iteration 10Q: 3 clusters Score -49369.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49372.082031 Penalty: 2203.104980
	Iteration 11Q: 3 clusters Score -49372.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49374.859375 Penalty: 2203.104980
	Iteration 12Q: 3 clusters Score -49374.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49377.683594 Penalty: 2203.104980
	Iteration 13Q: 3 clusters Score -49377.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49379.625000 Penalty: 2203.104980
	Iteration 14Q: 3 clusters Score -49379.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49383.058594 Penalty: 2203.104980
	Iteration 15Q: 3 clusters Score -49383.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49384.937500 Penalty: 2203.104980
	Iteration 16Q: 3 clusters Score -49384.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49390.570312 Penalty: 2203.104980
	Iteration 17Q: 3 clusters Score -49390.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49393.332031 Penalty: 2203.104980
	Iteration 18Q: 3 clusters Score -49393.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49396.765625 Penalty: 2203.104980
	Iteration 19Q: 3 clusters Score -49396.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49399.152344 Penalty: 2203.104980
	Iteration 20F: 3 clusters Score -49399.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49399.949219 Penalty: 2203.104980
	Iteration 21Q: 3 clusters Score -49399.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49400.863281 Penalty: 2203.104980
	Iteration 22Q: 3 clusters Score -49400.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49401.628906 Penalty: 2203.104980
	Iteration 23Q: 3 clusters Score -49401.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49402.613281 Penalty: 2203.104980
	Iteration 24Q: 3 clusters Score -49402.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49403.113281 Penalty: 2203.104980
	Iteration 25Q: 3 clusters Score -49403.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49403.113281 Penalty: 2203.104980
	Iteration 26F: 3 clusters Score -49403.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -358078.312500 Penalty: 1417.657227
	Iteration 0F: 2 clusters Score -358078.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -353351.937500 Penalty: 2835.314453
	Iteration 0F: 3 clusters Score -353351.9 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -354750.406250 Penalty: 2835.314453
	Iteration 1F: 3 clusters Score -354750.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -354994.968750 Penalty: 2835.314453
	Iteration 2F: 3 clusters Score -354995 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -355156.437500 Penalty: 2835.314453
	Iteration 3F: 3 clusters Score -355156.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -355288.281250 Penalty: 2835.314453
	Iteration 4Q: 3 clusters Score -355288.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -355389.312500 Penalty: 2835.314453
	Iteration 5Q: 3 clusters Score -355389.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -355475.000000 Penalty: 2835.314453
	Iteration 6Q: 3 clusters Score -355475 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -355568.656250 Penalty: 2835.314453
	Iteration 7Q: 3 clusters Score -355568.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -355672.406250 Penalty: 2835.314453
	Iteration 8Q: 3 clusters Score -355672.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -355761.812500 Penalty: 2835.314453
	Iteration 9Q: 3 clusters Score -355761.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -355836.250000 Penalty: 2835.314453
	Iteration 10Q: 3 clusters Score -355836.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -355911.406250 Penalty: 2835.314453
	Iteration 11Q: 3 clusters Score -355911.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -356092.687500 Penalty: 2835.314453
	Iteration 12Q: 3 clusters Score -356092.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -356437.000000 Penalty: 2835.314453
	Iteration 13Q: 3 clusters Score -356437 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -356638.968750 Penalty: 2835.314453
	Iteration 14Q: 3 clusters Score -356639 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -356752.562500 Penalty: 2835.314453
	Iteration 15Q: 3 clusters Score -356752.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -356839.531250 Penalty: 2835.314453
	Iteration 16Q: 3 clusters Score -356839.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -356913.156250 Penalty: 2835.314453
	Iteration 17Q: 3 clusters Score -356913.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -356972.531250 Penalty: 2835.314453
	Iteration 18Q: 3 clusters Score -356972.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -357036.343750 Penalty: 2835.314453
	Iteration 19Q: 3 clusters Score -357036.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -357094.375000 Penalty: 2835.314453
	Iteration 20F: 3 clusters Score -357094.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -357143.250000 Penalty: 2835.314453
	Iteration 21Q: 3 clusters Score -357143.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -357192.312500 Penalty: 2835.314453
	Iteration 22Q: 3 clusters Score -357192.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -357260.000000 Penalty: 2835.314453
	Iteration 23Q: 3 clusters Score -357260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -357326.968750 Penalty: 2835.314453
	Iteration 24Q: 3 clusters Score -357327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -357388.687500 Penalty: 2835.314453
	Iteration 25Q: 3 clusters Score -357388.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -357439.281250 Penalty: 2835.314453
	Iteration 26Q: 3 clusters Score -357439.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -357477.687500 Penalty: 2835.314453
	Iteration 27Q: 3 clusters Score -357477.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -357501.093750 Penalty: 2835.314453
	Iteration 28Q: 3 clusters Score -357501.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -357528.343750 Penalty: 2835.314453
	Iteration 29Q: 3 clusters Score -357528.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -357555.718750 Penalty: 2835.314453
	Iteration 30Q: 3 clusters Score -357555.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -357581.375000 Penalty: 2835.314453
	Iteration 31Q: 3 clusters Score -357581.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -357610.781250 Penalty: 2835.314453
	Iteration 32Q: 3 clusters Score -357610.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -357637.031250 Penalty: 2835.314453
	Iteration 33Q: 3 clusters Score -357637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -357665.531250 Penalty: 2835.314453
	Iteration 34Q: 3 clusters Score -357665.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -357686.468750 Penalty: 2835.314453
	Iteration 35Q: 3 clusters Score -357686.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -357698.625000 Penalty: 2835.314453
	Iteration 36Q: 3 clusters Score -357698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -357708.218750 Penalty: 2835.314453
	Iteration 37Q: 3 clusters Score -357708.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -357721.218750 Penalty: 2835.314453
	Iteration 38Q: 3 clusters Score -357721.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -357730.781250 Penalty: 2835.314453
	Iteration 39Q: 3 clusters Score -357730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -357738.281250 Penalty: 2835.314453
	Iteration 40F: 3 clusters Score -357738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -357745.437500 Penalty: 2835.314453
	Iteration 41Q: 3 clusters Score -357745.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -357753.125000 Penalty: 2835.314453
	Iteration 42Q: 3 clusters Score -357753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -357758.343750 Penalty: 2835.314453
	Iteration 43Q: 3 clusters Score -357758.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -357769.875000 Penalty: 2835.314453
	Iteration 44Q: 3 clusters Score -357769.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -357777.250000 Penalty: 2835.314453
	Iteration 45Q: 3 clusters Score -357777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -357783.781250 Penalty: 2835.314453
	Iteration 46Q: 3 clusters Score -357783.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -357789.812500 Penalty: 2835.314453
	Iteration 47Q: 3 clusters Score -357789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -357793.843750 Penalty: 2835.314453
	Iteration 48Q: 3 clusters Score -357793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -357796.937500 Penalty: 2835.314453
	Iteration 49Q: 3 clusters Score -357796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -357801.781250 Penalty: 2835.314453
	Iteration 50Q: 3 clusters Score -357801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -357804.718750 Penalty: 2835.314453
	Iteration 51Q: 3 clusters Score -357804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -357806.312500 Penalty: 2835.314453
	Iteration 52Q: 3 clusters Score -357806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -357808.531250 Penalty: 2835.314453
	Iteration 53Q: 3 clusters Score -357808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -357810.687500 Penalty: 2835.314453
	Iteration 54Q: 3 clusters Score -357810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -357811.781250 Penalty: 2835.314453
	Iteration 55Q: 3 clusters Score -357811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -357813.468750 Penalty: 2835.314453
	Iteration 56Q: 3 clusters Score -357813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -357813.312500 Penalty: 2835.314453
	Iteration 57Q: 3 clusters Score -357813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -357813.312500 Penalty: 2835.314453
	Iteration 58F: 3 clusters Score -357813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Entering Unmasked Estep 
Score: -4584071.500000 Penalty: 1825.164551
	Iteration 0F: 2 clusters Score -4584072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4533485.000000 Penalty: 3650.329102
	Iteration 0F: 3 clusters Score -4533485 nChanged 35971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4554657.000000 Penalty: 3650.329102
	Iteration 1F: 3 clusters Score -4554657 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4556199.000000 Penalty: 3650.329102
	Iteration 2Q: 3 clusters Score -4556199 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4558873.500000 Penalty: 3650.329102
	Iteration 3F: 3 clusters Score -4558874 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4563236.000000 Penalty: 3650.329102
	Iteration 4F: 3 clusters Score -4563236 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4568698.000000 Penalty: 3650.329102
	Iteration 5F: 3 clusters Score -4568698 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4573701.500000 Penalty: 3650.329102
	Iteration 6F: 3 clusters Score -4573702 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -4577221.000000 Penalty: 3650.329102
	Iteration 7F: 3 clusters Score -4577221 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4579528.000000 Penalty: 3650.329102
	Iteration 8Q: 3 clusters Score -4579528 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4580924.500000 Penalty: 3650.329102
	Iteration 9Q: 3 clusters Score -4580924 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4581709.500000 Penalty: 3650.329102
	Iteration 10Q: 3 clusters Score -4581710 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4582098.000000 Penalty: 3650.329102
	Iteration 11Q: 3 clusters Score -4582098 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4582280.500000 Penalty: 3650.329102
	Iteration 12Q: 3 clusters Score -4582280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4582370.000000 Penalty: 3650.329102
	Iteration 13Q: 3 clusters Score -4582370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4582411.000000 Penalty: 3650.329102
	Iteration 14Q: 3 clusters Score -4582411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4582438.000000 Penalty: 3650.329102
	Iteration 15Q: 3 clusters Score -4582438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4582458.000000 Penalty: 3650.329102
	Iteration 16Q: 3 clusters Score -4582458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4582471.500000 Penalty: 3650.329102
	Iteration 17Q: 3 clusters Score -4582472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4582474.500000 Penalty: 3650.329102
	Iteration 18Q: 3 clusters Score -4582474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4582484.500000 Penalty: 3650.329102
	Iteration 19Q: 3 clusters Score -4582484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4582485.500000 Penalty: 3650.329102
	Iteration 20F: 3 clusters Score -4582486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4582492.000000 Penalty: 3650.329102
	Iteration 21Q: 3 clusters Score -4582492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4582499.000000 Penalty: 3650.329102
	Iteration 22Q: 3 clusters Score -4582499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4582503.000000 Penalty: 3650.329102
	Iteration 23Q: 3 clusters Score -4582503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4582508.500000 Penalty: 3650.329102
	Iteration 24Q: 3 clusters Score -4582508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4582521.500000 Penalty: 3650.329102
	Iteration 25Q: 3 clusters Score -4582522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4582524.000000 Penalty: 3650.329102
	Iteration 26Q: 3 clusters Score -4582524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4582525.000000 Penalty: 3650.329102
	Iteration 27Q: 3 clusters Score -4582525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4582522.000000 Penalty: 3650.329102
	Iteration 28Q: 3 clusters Score -4582522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4582524.000000 Penalty: 3650.329102
	Iteration 29Q: 3 clusters Score -4582524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4582526.000000 Penalty: 3650.329102
	Iteration 30Q: 3 clusters Score -4582526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4582526.000000 Penalty: 3650.329102
	Iteration 31F: 3 clusters Score -4582526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -128165.687500 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -128165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -125888.070312 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -125888.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -126515.203125 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -126515.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -126919.960938 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -126920 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -127278.984375 Penalty: 2519.927734
	Iteration 3F: 3 clusters Score -127279 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -127547.679688 Penalty: 2519.927734
	Iteration 4F: 3 clusters Score -127547.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -127772.343750 Penalty: 2519.927734
	Iteration 5F: 3 clusters Score -127772.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -127908.515625 Penalty: 2519.927734
	Iteration 6F: 3 clusters Score -127908.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -127967.804688 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -127967.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -128009.812500 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -128009.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -128029.429688 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -128029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -128038.203125 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -128038.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -128045.984375 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -128046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -128051.531250 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -128051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -128057.546875 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -128057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -128063.320312 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -128063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -128066.843750 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -128066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -128067.976562 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -128068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -128068.460938 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -128068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -128068.593750 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -128068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -128068.593750 Penalty: 2519.927734
	Iteration 19F: 3 clusters Score -128068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -267834.437500 Penalty: 1370.176147
	Iteration 0F: 2 clusters Score -267834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -264158.781250 Penalty: 2740.352295
	Iteration 0F: 3 clusters Score -264158.8 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -265125.625000 Penalty: 2740.352295
	Iteration 1F: 3 clusters Score -265125.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -265293.812500 Penalty: 2740.352295
	Iteration 2F: 3 clusters Score -265293.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -265403.250000 Penalty: 2740.352295
	Iteration 3Q: 3 clusters Score -265403.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -265478.781250 Penalty: 2740.352295
	Iteration 4Q: 3 clusters Score -265478.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -265540.718750 Penalty: 2740.352295
	Iteration 5Q: 3 clusters Score -265540.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -265594.625000 Penalty: 2740.352295
	Iteration 6Q: 3 clusters Score -265594.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -265636.093750 Penalty: 2740.352295
	Iteration 7Q: 3 clusters Score -265636.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -265673.968750 Penalty: 2740.352295
	Iteration 8Q: 3 clusters Score -265674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -265709.968750 Penalty: 2740.352295
	Iteration 9Q: 3 clusters Score -265710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -265748.218750 Penalty: 2740.352295
	Iteration 10Q: 3 clusters Score -265748.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -265785.312500 Penalty: 2740.352295
	Iteration 11Q: 3 clusters Score -265785.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -265816.468750 Penalty: 2740.352295
	Iteration 12Q: 3 clusters Score -265816.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -265843.343750 Penalty: 2740.352295
	Iteration 13Q: 3 clusters Score -265843.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -265866.750000 Penalty: 2740.352295
	Iteration 14Q: 3 clusters Score -265866.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -265884.906250 Penalty: 2740.352295
	Iteration 15Q: 3 clusters Score -265884.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -265905.531250 Penalty: 2740.352295
	Iteration 16Q: 3 clusters Score -265905.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -265931.468750 Penalty: 2740.352295
	Iteration 17Q: 3 clusters Score -265931.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -265957.062500 Penalty: 2740.352295
	Iteration 18Q: 3 clusters Score -265957.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -265982.656250 Penalty: 2740.352295
	Iteration 19Q: 3 clusters Score -265982.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -266007.187500 Penalty: 2740.352295
	Iteration 20F: 3 clusters Score -266007.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -266032.312500 Penalty: 2740.352295
	Iteration 21Q: 3 clusters Score -266032.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -266059.093750 Penalty: 2740.352295
	Iteration 22Q: 3 clusters Score -266059.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -266092.781250 Penalty: 2740.352295
	Iteration 23Q: 3 clusters Score -266092.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -266127.437500 Penalty: 2740.352295
	Iteration 24Q: 3 clusters Score -266127.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -266162.375000 Penalty: 2740.352295
	Iteration 25Q: 3 clusters Score -266162.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -266204.968750 Penalty: 2740.352295
	Iteration 26Q: 3 clusters Score -266205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -266235.343750 Penalty: 2740.352295
	Iteration 27Q: 3 clusters Score -266235.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -266263.281250 Penalty: 2740.352295
	Iteration 28Q: 3 clusters Score -266263.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -266283.343750 Penalty: 2740.352295
	Iteration 29Q: 3 clusters Score -266283.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -266298.593750 Penalty: 2740.352295
	Iteration 30Q: 3 clusters Score -266298.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -266311.593750 Penalty: 2740.352295
	Iteration 31Q: 3 clusters Score -266311.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -266324.906250 Penalty: 2740.352295
	Iteration 32Q: 3 clusters Score -266324.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -266336.468750 Penalty: 2740.352295
	Iteration 33Q: 3 clusters Score -266336.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -266350.437500 Penalty: 2740.352295
	Iteration 34Q: 3 clusters Score -266350.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -266365.687500 Penalty: 2740.352295
	Iteration 35Q: 3 clusters Score -266365.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -266382.156250 Penalty: 2740.352295
	Iteration 36Q: 3 clusters Score -266382.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -266404.500000 Penalty: 2740.352295
	Iteration 37Q: 3 clusters Score -266404.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -266430.843750 Penalty: 2740.352295
	Iteration 38Q: 3 clusters Score -266430.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -266462.000000 Penalty: 2740.352295
	Iteration 39Q: 3 clusters Score -266462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -266478.156250 Penalty: 2740.352295
	Iteration 40F: 3 clusters Score -266478.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -266486.656250 Penalty: 2740.352295
	Iteration 41Q: 3 clusters Score -266486.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -266493.968750 Penalty: 2740.352295
	Iteration 42Q: 3 clusters Score -266494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -266500.875000 Penalty: 2740.352295
	Iteration 43Q: 3 clusters Score -266500.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -266508.625000 Penalty: 2740.352295
	Iteration 44Q: 3 clusters Score -266508.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -266513.312500 Penalty: 2740.352295
	Iteration 45Q: 3 clusters Score -266513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -266517.875000 Penalty: 2740.352295
	Iteration 46Q: 3 clusters Score -266517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -266520.625000 Penalty: 2740.352295
	Iteration 47Q: 3 clusters Score -266520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -266522.312500 Penalty: 2740.352295
	Iteration 48Q: 3 clusters Score -266522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -266524.218750 Penalty: 2740.352295
	Iteration 49Q: 3 clusters Score -266524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -266525.718750 Penalty: 2740.352295
	Iteration 50Q: 3 clusters Score -266525.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -266529.781250 Penalty: 2740.352295
	Iteration 51Q: 3 clusters Score -266529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -266531.781250 Penalty: 2740.352295
	Iteration 52Q: 3 clusters Score -266531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -266535.031250 Penalty: 2740.352295
	Iteration 53Q: 3 clusters Score -266535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -266537.531250 Penalty: 2740.352295
	Iteration 54Q: 3 clusters Score -266537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -266539.156250 Penalty: 2740.352295
	Iteration 55Q: 3 clusters Score -266539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -266541.250000 Penalty: 2740.352295
	Iteration 56Q: 3 clusters Score -266541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -266542.031250 Penalty: 2740.352295
	Iteration 57Q: 3 clusters Score -266542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -266542.968750 Penalty: 2740.352295
	Iteration 58Q: 3 clusters Score -266543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -266543.656250 Penalty: 2740.352295
	Iteration 59Q: 3 clusters Score -266543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -266544.218750 Penalty: 2740.352295
	Iteration 60F: 3 clusters Score -266544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -266545.250000 Penalty: 2740.352295
	Iteration 61Q: 3 clusters Score -266545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -266545.531250 Penalty: 2740.352295
	Iteration 62Q: 3 clusters Score -266545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -266545.531250 Penalty: 2740.352295
	Iteration 63F: 3 clusters Score -266545.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -104122.804688 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -104122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -102079.460938 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -102079.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -102498.851562 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -102498.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -102594.320312 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -102594.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -102647.937500 Penalty: 2455.329102
	Iteration 3Q: 3 clusters Score -102647.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -102700.218750 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -102700.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -102741.296875 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -102741.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -102763.992188 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -102764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -102789.953125 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -102790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -102820.828125 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -102820.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -102847.710938 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -102847.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -102873.695312 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -102873.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -102910.296875 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -102910.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -102943.664062 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -102943.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -102976.781250 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -102976.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -103006.148438 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -103006.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -103038.546875 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -103038.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -103059.406250 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -103059.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -103082.617188 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -103082.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -103099.367188 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -103099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -103116.679688 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -103116.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -103126.054688 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -103126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -103134.453125 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -103134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -103137.406250 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -103137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -103139.750000 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -103139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -103141.796875 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -103141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -103143.242188 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -103143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -103143.500000 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -103143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -103143.960938 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -103144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -103144.546875 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -103144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -103145.210938 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -103145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -103145.210938 Penalty: 2455.329102
	Iteration 30F: 3 clusters Score -103145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -75597.179688 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -75597.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -73734.773438 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -73734.77 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -74246.484375 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -74246.48 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -74464.945312 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -74464.95 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -74612.507812 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -74612.51 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74735.921875 Penalty: 2415.941650
	Iteration 4F: 3 clusters Score -74735.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -74837.617188 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -74837.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74892.617188 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -74892.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -74932.257812 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -74932.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -74964.507812 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -74964.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -74998.335938 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -74998.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -75017.375000 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -75017.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -75031.875000 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -75031.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -75037.898438 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -75037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -75038.945312 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -75038.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -75038.945312 Penalty: 2415.941650
	Iteration 14F: 3 clusters Score -75038.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Entering Unmasked Estep 
Score: -1240214.875000 Penalty: 1612.510742
	Iteration 0F: 2 clusters Score -1240215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1226210.375000 Penalty: 3225.021484
	Iteration 0F: 3 clusters Score -1226210 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1231508.375000 Penalty: 3225.021484
	Iteration 1F: 3 clusters Score -1231508 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1231977.125000 Penalty: 3225.021484
	Iteration 2F: 3 clusters Score -1231977 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1232555.875000 Penalty: 3225.021484
	Iteration 3F: 3 clusters Score -1232556 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1233200.750000 Penalty: 3225.021484
	Iteration 4F: 3 clusters Score -1233201 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1234094.750000 Penalty: 3225.021484
	Iteration 5F: 3 clusters Score -1234095 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1235261.000000 Penalty: 3225.021484
	Iteration 6F: 3 clusters Score -1235261 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1236577.500000 Penalty: 3225.021484
	Iteration 7F: 3 clusters Score -1236578 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1237727.625000 Penalty: 3225.021484
	Iteration 8F: 3 clusters Score -1237728 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1238421.625000 Penalty: 3225.021484
	Iteration 9Q: 3 clusters Score -1238422 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1238772.500000 Penalty: 3225.021484
	Iteration 10Q: 3 clusters Score -1238772 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1238978.000000 Penalty: 3225.021484
	Iteration 11Q: 3 clusters Score -1238978 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1239105.750000 Penalty: 3225.021484
	Iteration 12Q: 3 clusters Score -1239106 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1239174.000000 Penalty: 3225.021484
	Iteration 13Q: 3 clusters Score -1239174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1239210.625000 Penalty: 3225.021484
	Iteration 14Q: 3 clusters Score -1239211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1239227.000000 Penalty: 3225.021484
	Iteration 15Q: 3 clusters Score -1239227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1239245.750000 Penalty: 3225.021484
	Iteration 16Q: 3 clusters Score -1239246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1239256.250000 Penalty: 3225.021484
	Iteration 17Q: 3 clusters Score -1239256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1239267.125000 Penalty: 3225.021484
	Iteration 18Q: 3 clusters Score -1239267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1239268.250000 Penalty: 3225.021484
	Iteration 19Q: 3 clusters Score -1239268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1239268.875000 Penalty: 3225.021484
	Iteration 20F: 3 clusters Score -1239269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1239271.750000 Penalty: 3225.021484
	Iteration 21Q: 3 clusters Score -1239272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1239272.375000 Penalty: 3225.021484
	Iteration 22Q: 3 clusters Score -1239272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1239275.500000 Penalty: 3225.021484
	Iteration 23Q: 3 clusters Score -1239276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1239275.500000 Penalty: 3225.021484
	Iteration 24Q: 3 clusters Score -1239276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1239276.500000 Penalty: 3225.021484
	Iteration 25Q: 3 clusters Score -1239276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1239279.625000 Penalty: 3225.021484
	Iteration 26Q: 3 clusters Score -1239280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1239278.000000 Penalty: 3225.021484
	Iteration 27Q: 3 clusters Score -1239278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1239280.250000 Penalty: 3225.021484
	Iteration 28Q: 3 clusters Score -1239280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1239281.375000 Penalty: 3225.021484
	Iteration 29Q: 3 clusters Score -1239281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1239280.250000 Penalty: 3225.021484
	Iteration 30Q: 3 clusters Score -1239280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1239278.500000 Penalty: 3225.021484
	Iteration 31Q: 3 clusters Score -1239278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1239280.500000 Penalty: 3225.021484
	Iteration 32Q: 3 clusters Score -1239280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1239279.000000 Penalty: 3225.021484
	Iteration 33Q: 3 clusters Score -1239279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1239278.125000 Penalty: 3225.021484
	Iteration 34Q: 3 clusters Score -1239278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1239278.875000 Penalty: 3225.021484
	Iteration 35Q: 3 clusters Score -1239279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1239278.500000 Penalty: 3225.021484
	Iteration 36Q: 3 clusters Score -1239278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1239278.375000 Penalty: 3225.021484
	Iteration 37Q: 3 clusters Score -1239278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1239279.375000 Penalty: 3225.021484
	Iteration 38Q: 3 clusters Score -1239279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1239278.500000 Penalty: 3225.021484
	Iteration 39Q: 3 clusters Score -1239278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1239278.125000 Penalty: 3225.021484
	Iteration 40F: 3 clusters Score -1239278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1239281.750000 Penalty: 3225.021484
	Iteration 41Q: 3 clusters Score -1239282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1239279.875000 Penalty: 3225.021484
	Iteration 42Q: 3 clusters Score -1239280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1239282.750000 Penalty: 3225.021484
	Iteration 43Q: 3 clusters Score -1239283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1239285.000000 Penalty: 3225.021484
	Iteration 44Q: 3 clusters Score -1239285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1239283.625000 Penalty: 3225.021484
	Iteration 45Q: 3 clusters Score -1239284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1239285.000000 Penalty: 3225.021484
	Iteration 46Q: 3 clusters Score -1239285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1239283.625000 Penalty: 3225.021484
	Iteration 47Q: 3 clusters Score -1239284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1239284.125000 Penalty: 3225.021484
	Iteration 48Q: 3 clusters Score -1239284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1239284.125000 Penalty: 3225.021484
	Iteration 49F: 3 clusters Score -1239284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -118011.445312 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -118011.4 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 1005 members 
Entering Unmasked Estep 
Score: -115922.156250 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -115922.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -116349.703125 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -116349.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -116484.171875 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -116484.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -116562.648438 Penalty: 2479.742188
	Iteration 3F: 3 clusters Score -116562.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -116625.726562 Penalty: 2479.742188
	Iteration 4Q: 3 clusters Score -116625.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116682.507812 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -116682.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -116742.156250 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -116742.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -116776.617188 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -116776.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116809.265625 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -116809.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -116835.640625 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -116835.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116858.117188 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -116858.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116874.117188 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -116874.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -116889.429688 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -116889.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116909.820312 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -116909.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116933.289062 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -116933.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116952.226562 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -116952.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116967.195312 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -116967.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116984.062500 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -116984.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117004.789062 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -117004.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117029.570312 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -117029.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117050.000000 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -117050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117077.468750 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -117077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117100.351562 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -117100.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117123.781250 Penalty: 2479.742188
	Iteration 23Q: 3 clusters Score -117123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -117142.648438 Penalty: 2479.742188
	Iteration 24Q: 3 clusters Score -117142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -117154.750000 Penalty: 2479.742188
	Iteration 25Q: 3 clusters Score -117154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -117169.125000 Penalty: 2479.742188
	Iteration 26Q: 3 clusters Score -117169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -117178.929688 Penalty: 2479.742188
	Iteration 27Q: 3 clusters Score -117178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -117190.640625 Penalty: 2479.742188
	Iteration 28Q: 3 clusters Score -117190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -117198.515625 Penalty: 2479.742188
	Iteration 29Q: 3 clusters Score -117198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -117208.945312 Penalty: 2479.742188
	Iteration 30Q: 3 clusters Score -117208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -117218.664062 Penalty: 2479.742188
	Iteration 31Q: 3 clusters Score -117218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -117224.937500 Penalty: 2479.742188
	Iteration 32Q: 3 clusters Score -117224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -117230.937500 Penalty: 2479.742188
	Iteration 33Q: 3 clusters Score -117230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -117235.085938 Penalty: 2479.742188
	Iteration 34Q: 3 clusters Score -117235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -117235.523438 Penalty: 2479.742188
	Iteration 35Q: 3 clusters Score -117235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -117236.757812 Penalty: 2479.742188
	Iteration 36Q: 3 clusters Score -117236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -117236.914062 Penalty: 2479.742188
	Iteration 37Q: 3 clusters Score -117236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -117236.914062 Penalty: 2479.742188
	Iteration 38F: 3 clusters Score -117236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -267227.281250 Penalty: 1386.110718
	Iteration 0F: 2 clusters Score -267227.3 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 2552 members 
Entering Unmasked Estep 
Score: -263203.687500 Penalty: 2772.221436
	Iteration 0F: 3 clusters Score -263203.7 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -264363.875000 Penalty: 2772.221436
	Iteration 1F: 3 clusters Score -264363.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -264641.687500 Penalty: 2772.221436
	Iteration 2F: 3 clusters Score -264641.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -264853.062500 Penalty: 2772.221436
	Iteration 3F: 3 clusters Score -264853.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -265042.718750 Penalty: 2772.221436
	Iteration 4F: 3 clusters Score -265042.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -265237.937500 Penalty: 2772.221436
	Iteration 5F: 3 clusters Score -265237.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -265411.687500 Penalty: 2772.221436
	Iteration 6Q: 3 clusters Score -265411.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -265571.593750 Penalty: 2772.221436
	Iteration 7Q: 3 clusters Score -265571.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -265703.812500 Penalty: 2772.221436
	Iteration 8Q: 3 clusters Score -265703.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -265797.687500 Penalty: 2772.221436
	Iteration 9Q: 3 clusters Score -265797.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -265866.062500 Penalty: 2772.221436
	Iteration 10Q: 3 clusters Score -265866.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -265922.250000 Penalty: 2772.221436
	Iteration 11Q: 3 clusters Score -265922.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -265976.343750 Penalty: 2772.221436
	Iteration 12Q: 3 clusters Score -265976.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -266016.593750 Penalty: 2772.221436
	Iteration 13Q: 3 clusters Score -266016.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -266044.000000 Penalty: 2772.221436
	Iteration 14Q: 3 clusters Score -266044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -266072.187500 Penalty: 2772.221436
	Iteration 15Q: 3 clusters Score -266072.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -266092.718750 Penalty: 2772.221436
	Iteration 16Q: 3 clusters Score -266092.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -266107.437500 Penalty: 2772.221436
	Iteration 17Q: 3 clusters Score -266107.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -266121.156250 Penalty: 2772.221436
	Iteration 18Q: 3 clusters Score -266121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -266131.937500 Penalty: 2772.221436
	Iteration 19Q: 3 clusters Score -266131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -266136.593750 Penalty: 2772.221436
	Iteration 20F: 3 clusters Score -266136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -266139.500000 Penalty: 2772.221436
	Iteration 21Q: 3 clusters Score -266139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -266140.093750 Penalty: 2772.221436
	Iteration 22Q: 3 clusters Score -266140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -266141.593750 Penalty: 2772.221436
	Iteration 23Q: 3 clusters Score -266141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -266143.406250 Penalty: 2772.221436
	Iteration 24Q: 3 clusters Score -266143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -266144.562500 Penalty: 2772.221436
	Iteration 25Q: 3 clusters Score -266144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -266146.093750 Penalty: 2772.221436
	Iteration 26Q: 3 clusters Score -266146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -266148.437500 Penalty: 2772.221436
	Iteration 27Q: 3 clusters Score -266148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -266150.406250 Penalty: 2772.221436
	Iteration 28Q: 3 clusters Score -266150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -266153.218750 Penalty: 2772.221436
	Iteration 29Q: 3 clusters Score -266153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -266157.375000 Penalty: 2772.221436
	Iteration 30Q: 3 clusters Score -266157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -266160.968750 Penalty: 2772.221436
	Iteration 31Q: 3 clusters Score -266161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -266165.218750 Penalty: 2772.221436
	Iteration 32Q: 3 clusters Score -266165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -266169.000000 Penalty: 2772.221436
	Iteration 33Q: 3 clusters Score -266169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -266172.250000 Penalty: 2772.221436
	Iteration 34Q: 3 clusters Score -266172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -266172.593750 Penalty: 2772.221436
	Iteration 35Q: 3 clusters Score -266172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -266172.593750 Penalty: 2772.221436
	Iteration 36F: 3 clusters Score -266172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -351731.375000 Penalty: 1411.736694
	Iteration 0F: 2 clusters Score -351731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -347109.625000 Penalty: 2823.473389
	Iteration 0F: 3 clusters Score -347109.6 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -348470.781250 Penalty: 2823.473389
	Iteration 1F: 3 clusters Score -348470.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -348713.656250 Penalty: 2823.473389
	Iteration 2F: 3 clusters Score -348713.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -348890.468750 Penalty: 2823.473389
	Iteration 3F: 3 clusters Score -348890.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -349037.000000 Penalty: 2823.473389
	Iteration 4Q: 3 clusters Score -349037 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -349155.406250 Penalty: 2823.473389
	Iteration 5Q: 3 clusters Score -349155.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -349249.906250 Penalty: 2823.473389
	Iteration 6Q: 3 clusters Score -349249.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -349317.312500 Penalty: 2823.473389
	Iteration 7Q: 3 clusters Score -349317.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -349381.687500 Penalty: 2823.473389
	Iteration 8Q: 3 clusters Score -349381.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -349438.687500 Penalty: 2823.473389
	Iteration 9Q: 3 clusters Score -349438.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -349484.468750 Penalty: 2823.473389
	Iteration 10Q: 3 clusters Score -349484.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -349531.687500 Penalty: 2823.473389
	Iteration 11Q: 3 clusters Score -349531.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -349575.656250 Penalty: 2823.473389
	Iteration 12Q: 3 clusters Score -349575.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -349623.187500 Penalty: 2823.473389
	Iteration 13Q: 3 clusters Score -349623.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -349672.968750 Penalty: 2823.473389
	Iteration 14Q: 3 clusters Score -349673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -349716.843750 Penalty: 2823.473389
	Iteration 15Q: 3 clusters Score -349716.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -349759.125000 Penalty: 2823.473389
	Iteration 16Q: 3 clusters Score -349759.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -349797.406250 Penalty: 2823.473389
	Iteration 17Q: 3 clusters Score -349797.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -349832.781250 Penalty: 2823.473389
	Iteration 18Q: 3 clusters Score -349832.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -349866.312500 Penalty: 2823.473389
	Iteration 19Q: 3 clusters Score -349866.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -349898.062500 Penalty: 2823.473389
	Iteration 20F: 3 clusters Score -349898.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -349926.156250 Penalty: 2823.473389
	Iteration 21Q: 3 clusters Score -349926.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -349953.593750 Penalty: 2823.473389
	Iteration 22Q: 3 clusters Score -349953.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -349980.406250 Penalty: 2823.473389
	Iteration 23Q: 3 clusters Score -349980.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -350000.250000 Penalty: 2823.473389
	Iteration 24Q: 3 clusters Score -350000.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -350014.656250 Penalty: 2823.473389
	Iteration 25Q: 3 clusters Score -350014.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -350027.312500 Penalty: 2823.473389
	Iteration 26Q: 3 clusters Score -350027.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -350038.125000 Penalty: 2823.473389
	Iteration 27Q: 3 clusters Score -350038.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -350049.937500 Penalty: 2823.473389
	Iteration 28Q: 3 clusters Score -350049.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -350064.437500 Penalty: 2823.473389
	Iteration 29Q: 3 clusters Score -350064.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -350086.312500 Penalty: 2823.473389
	Iteration 30Q: 3 clusters Score -350086.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -350104.312500 Penalty: 2823.473389
	Iteration 31Q: 3 clusters Score -350104.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -350123.750000 Penalty: 2823.473389
	Iteration 32Q: 3 clusters Score -350123.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -350144.718750 Penalty: 2823.473389
	Iteration 33Q: 3 clusters Score -350144.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -350173.750000 Penalty: 2823.473389
	Iteration 34Q: 3 clusters Score -350173.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -350201.375000 Penalty: 2823.473389
	Iteration 35Q: 3 clusters Score -350201.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -350237.812500 Penalty: 2823.473389
	Iteration 36Q: 3 clusters Score -350237.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -350284.000000 Penalty: 2823.473389
	Iteration 37Q: 3 clusters Score -350284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -350338.781250 Penalty: 2823.473389
	Iteration 38Q: 3 clusters Score -350338.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -350414.250000 Penalty: 2823.473389
	Iteration 39Q: 3 clusters Score -350414.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -350487.343750 Penalty: 2823.473389
	Iteration 40F: 3 clusters Score -350487.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -350557.593750 Penalty: 2823.473389
	Iteration 41Q: 3 clusters Score -350557.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -350627.093750 Penalty: 2823.473389
	Iteration 42Q: 3 clusters Score -350627.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -350692.281250 Penalty: 2823.473389
	Iteration 43Q: 3 clusters Score -350692.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -350752.406250 Penalty: 2823.473389
	Iteration 44Q: 3 clusters Score -350752.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -350803.625000 Penalty: 2823.473389
	Iteration 45Q: 3 clusters Score -350803.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -350839.968750 Penalty: 2823.473389
	Iteration 46Q: 3 clusters Score -350840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350875.250000 Penalty: 2823.473389
	Iteration 47Q: 3 clusters Score -350875.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -350916.000000 Penalty: 2823.473389
	Iteration 48Q: 3 clusters Score -350916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -350944.125000 Penalty: 2823.473389
	Iteration 49Q: 3 clusters Score -350944.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -350960.375000 Penalty: 2823.473389
	Iteration 50Q: 3 clusters Score -350960.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -350967.562500 Penalty: 2823.473389
	Iteration 51Q: 3 clusters Score -350967.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -350974.156250 Penalty: 2823.473389
	Iteration 52Q: 3 clusters Score -350974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -350977.468750 Penalty: 2823.473389
	Iteration 53Q: 3 clusters Score -350977.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -350982.656250 Penalty: 2823.473389
	Iteration 54Q: 3 clusters Score -350982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -350987.312500 Penalty: 2823.473389
	Iteration 55Q: 3 clusters Score -350987.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -350989.281250 Penalty: 2823.473389
	Iteration 56Q: 3 clusters Score -350989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -350992.062500 Penalty: 2823.473389
	Iteration 57Q: 3 clusters Score -350992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -350993.437500 Penalty: 2823.473389
	Iteration 58Q: 3 clusters Score -350993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -350994.937500 Penalty: 2823.473389
	Iteration 59Q: 3 clusters Score -350994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -350997.968750 Penalty: 2823.473389
	Iteration 60F: 3 clusters Score -350998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -351001.250000 Penalty: 2823.473389
	Iteration 61Q: 3 clusters Score -351001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -351005.000000 Penalty: 2823.473389
	Iteration 62Q: 3 clusters Score -351005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -351007.562500 Penalty: 2823.473389
	Iteration 63Q: 3 clusters Score -351007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -351008.625000 Penalty: 2823.473389
	Iteration 64Q: 3 clusters Score -351008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -351010.656250 Penalty: 2823.473389
	Iteration 65Q: 3 clusters Score -351010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -351011.906250 Penalty: 2823.473389
	Iteration 66Q: 3 clusters Score -351011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -351012.781250 Penalty: 2823.473389
	Iteration 67Q: 3 clusters Score -351012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -351015.000000 Penalty: 2823.473389
	Iteration 68Q: 3 clusters Score -351015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -351018.875000 Penalty: 2823.473389
	Iteration 69Q: 3 clusters Score -351018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -351019.843750 Penalty: 2823.473389
	Iteration 70Q: 3 clusters Score -351019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -351021.875000 Penalty: 2823.473389
	Iteration 71Q: 3 clusters Score -351021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351025.312500 Penalty: 2823.473389
	Iteration 72Q: 3 clusters Score -351025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -351028.000000 Penalty: 2823.473389
	Iteration 73Q: 3 clusters Score -351028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -351029.531250 Penalty: 2823.473389
	Iteration 74Q: 3 clusters Score -351029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -351030.812500 Penalty: 2823.473389
	Iteration 75Q: 3 clusters Score -351030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -351034.250000 Penalty: 2823.473389
	Iteration 76Q: 3 clusters Score -351034.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -351039.562500 Penalty: 2823.473389
	Iteration 77Q: 3 clusters Score -351039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -351040.781250 Penalty: 2823.473389
	Iteration 78Q: 3 clusters Score -351040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -351041.937500 Penalty: 2823.473389
	Iteration 79Q: 3 clusters Score -351041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -351041.937500 Penalty: 2823.473389
	Iteration 80F: 3 clusters Score -351041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -1158694.500000 Penalty: 1628.283081
	Iteration 0F: 2 clusters Score -1158694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1143463.375000 Penalty: 3256.566162
	Iteration 0F: 3 clusters Score -1143463 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1149211.375000 Penalty: 3256.566162
	Iteration 1F: 3 clusters Score -1149211 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1149821.500000 Penalty: 3256.566162
	Iteration 2F: 3 clusters Score -1149822 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1150416.625000 Penalty: 3256.566162
	Iteration 3F: 3 clusters Score -1150417 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1150950.625000 Penalty: 3256.566162
	Iteration 4F: 3 clusters Score -1150951 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1151435.625000 Penalty: 3256.566162
	Iteration 5F: 3 clusters Score -1151436 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1151818.000000 Penalty: 3256.566162
	Iteration 6Q: 3 clusters Score -1151818 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1152177.875000 Penalty: 3256.566162
	Iteration 7Q: 3 clusters Score -1152178 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1152527.750000 Penalty: 3256.566162
	Iteration 8Q: 3 clusters Score -1152528 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1152849.500000 Penalty: 3256.566162
	Iteration 9Q: 3 clusters Score -1152850 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1153165.125000 Penalty: 3256.566162
	Iteration 10Q: 3 clusters Score -1153165 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1153493.875000 Penalty: 3256.566162
	Iteration 11Q: 3 clusters Score -1153494 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1153821.500000 Penalty: 3256.566162
	Iteration 12Q: 3 clusters Score -1153822 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1154144.500000 Penalty: 3256.566162
	Iteration 13Q: 3 clusters Score -1154144 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1154468.750000 Penalty: 3256.566162
	Iteration 14Q: 3 clusters Score -1154469 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1154770.250000 Penalty: 3256.566162
	Iteration 15Q: 3 clusters Score -1154770 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1155027.750000 Penalty: 3256.566162
	Iteration 16Q: 3 clusters Score -1155028 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1155200.000000 Penalty: 3256.566162
	Iteration 17Q: 3 clusters Score -1155200 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1155322.125000 Penalty: 3256.566162
	Iteration 18Q: 3 clusters Score -1155322 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1155400.000000 Penalty: 3256.566162
	Iteration 19Q: 3 clusters Score -1155400 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1155459.625000 Penalty: 3256.566162
	Iteration 20F: 3 clusters Score -1155460 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1155507.875000 Penalty: 3256.566162
	Iteration 21Q: 3 clusters Score -1155508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1155553.375000 Penalty: 3256.566162
	Iteration 22Q: 3 clusters Score -1155553 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1155592.875000 Penalty: 3256.566162
	Iteration 23Q: 3 clusters Score -1155593 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1155625.125000 Penalty: 3256.566162
	Iteration 24Q: 3 clusters Score -1155625 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1155655.500000 Penalty: 3256.566162
	Iteration 25Q: 3 clusters Score -1155656 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1155674.250000 Penalty: 3256.566162
	Iteration 26Q: 3 clusters Score -1155674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1155695.375000 Penalty: 3256.566162
	Iteration 27Q: 3 clusters Score -1155695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1155711.875000 Penalty: 3256.566162
	Iteration 28Q: 3 clusters Score -1155712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1155729.875000 Penalty: 3256.566162
	Iteration 29Q: 3 clusters Score -1155730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1155745.625000 Penalty: 3256.566162
	Iteration 30Q: 3 clusters Score -1155746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1155756.625000 Penalty: 3256.566162
	Iteration 31Q: 3 clusters Score -1155757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1155768.375000 Penalty: 3256.566162
	Iteration 32Q: 3 clusters Score -1155768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1155774.250000 Penalty: 3256.566162
	Iteration 33Q: 3 clusters Score -1155774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1155784.000000 Penalty: 3256.566162
	Iteration 34Q: 3 clusters Score -1155784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1155792.625000 Penalty: 3256.566162
	Iteration 35Q: 3 clusters Score -1155793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1155806.125000 Penalty: 3256.566162
	Iteration 36Q: 3 clusters Score -1155806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1155813.125000 Penalty: 3256.566162
	Iteration 37Q: 3 clusters Score -1155813 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1155829.875000 Penalty: 3256.566162
	Iteration 38Q: 3 clusters Score -1155830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1155848.125000 Penalty: 3256.566162
	Iteration 39Q: 3 clusters Score -1155848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1155856.875000 Penalty: 3256.566162
	Iteration 40F: 3 clusters Score -1155857 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1155871.250000 Penalty: 3256.566162
	Iteration 41Q: 3 clusters Score -1155871 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1155898.250000 Penalty: 3256.566162
	Iteration 42Q: 3 clusters Score -1155898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1155904.250000 Penalty: 3256.566162
	Iteration 43Q: 3 clusters Score -1155904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1155923.125000 Penalty: 3256.566162
	Iteration 44Q: 3 clusters Score -1155923 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1155944.250000 Penalty: 3256.566162
	Iteration 45Q: 3 clusters Score -1155944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1155964.750000 Penalty: 3256.566162
	Iteration 46Q: 3 clusters Score -1155965 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1155982.375000 Penalty: 3256.566162
	Iteration 47Q: 3 clusters Score -1155982 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1156010.375000 Penalty: 3256.566162
	Iteration 48Q: 3 clusters Score -1156010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1156032.500000 Penalty: 3256.566162
	Iteration 49Q: 3 clusters Score -1156032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1156061.000000 Penalty: 3256.566162
	Iteration 50Q: 3 clusters Score -1156061 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1156099.250000 Penalty: 3256.566162
	Iteration 51Q: 3 clusters Score -1156099 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1156126.500000 Penalty: 3256.566162
	Iteration 52Q: 3 clusters Score -1156126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1156157.375000 Penalty: 3256.566162
	Iteration 53Q: 3 clusters Score -1156157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1156194.375000 Penalty: 3256.566162
	Iteration 54Q: 3 clusters Score -1156194 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1156240.500000 Penalty: 3256.566162
	Iteration 55Q: 3 clusters Score -1156240 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1156282.875000 Penalty: 3256.566162
	Iteration 56Q: 3 clusters Score -1156283 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1156328.875000 Penalty: 3256.566162
	Iteration 57Q: 3 clusters Score -1156329 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1156372.125000 Penalty: 3256.566162
	Iteration 58Q: 3 clusters Score -1156372 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1156425.375000 Penalty: 3256.566162
	Iteration 59Q: 3 clusters Score -1156425 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1156479.500000 Penalty: 3256.566162
	Iteration 60F: 3 clusters Score -1156480 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1156521.125000 Penalty: 3256.566162
	Iteration 61Q: 3 clusters Score -1156521 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1156569.125000 Penalty: 3256.566162
	Iteration 62Q: 3 clusters Score -1156569 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1156615.125000 Penalty: 3256.566162
	Iteration 63Q: 3 clusters Score -1156615 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1156669.500000 Penalty: 3256.566162
	Iteration 64Q: 3 clusters Score -1156670 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1156713.500000 Penalty: 3256.566162
	Iteration 65Q: 3 clusters Score -1156714 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1156763.625000 Penalty: 3256.566162
	Iteration 66Q: 3 clusters Score -1156764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1156803.375000 Penalty: 3256.566162
	Iteration 67Q: 3 clusters Score -1156803 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1156853.000000 Penalty: 3256.566162
	Iteration 68Q: 3 clusters Score -1156853 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1156899.125000 Penalty: 3256.566162
	Iteration 69Q: 3 clusters Score -1156899 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1156935.500000 Penalty: 3256.566162
	Iteration 70Q: 3 clusters Score -1156936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1156969.125000 Penalty: 3256.566162
	Iteration 71Q: 3 clusters Score -1156969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1157002.500000 Penalty: 3256.566162
	Iteration 72Q: 3 clusters Score -1157002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1157045.625000 Penalty: 3256.566162
	Iteration 73Q: 3 clusters Score -1157046 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1157076.250000 Penalty: 3256.566162
	Iteration 74Q: 3 clusters Score -1157076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1157101.250000 Penalty: 3256.566162
	Iteration 75Q: 3 clusters Score -1157101 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -1157129.000000 Penalty: 3256.566162
	Iteration 76Q: 3 clusters Score -1157129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1157152.500000 Penalty: 3256.566162
	Iteration 77Q: 3 clusters Score -1157152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1157171.250000 Penalty: 3256.566162
	Iteration 78Q: 3 clusters Score -1157171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1157185.000000 Penalty: 3256.566162
	Iteration 79Q: 3 clusters Score -1157185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -1157200.625000 Penalty: 3256.566162
	Iteration 80F: 3 clusters Score -1157201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1157217.375000 Penalty: 3256.566162
	Iteration 81Q: 3 clusters Score -1157217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1157228.500000 Penalty: 3256.566162
	Iteration 82Q: 3 clusters Score -1157228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1157250.625000 Penalty: 3256.566162
	Iteration 83Q: 3 clusters Score -1157251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1157269.125000 Penalty: 3256.566162
	Iteration 84Q: 3 clusters Score -1157269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1157286.000000 Penalty: 3256.566162
	Iteration 85Q: 3 clusters Score -1157286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1157311.375000 Penalty: 3256.566162
	Iteration 86Q: 3 clusters Score -1157311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1157328.625000 Penalty: 3256.566162
	Iteration 87Q: 3 clusters Score -1157329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1157346.250000 Penalty: 3256.566162
	Iteration 88Q: 3 clusters Score -1157346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1157368.375000 Penalty: 3256.566162
	Iteration 89Q: 3 clusters Score -1157368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1157393.375000 Penalty: 3256.566162
	Iteration 90Q: 3 clusters Score -1157393 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1157428.375000 Penalty: 3256.566162
	Iteration 91Q: 3 clusters Score -1157428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1157455.875000 Penalty: 3256.566162
	Iteration 92Q: 3 clusters Score -1157456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -1157488.250000 Penalty: 3256.566162
	Iteration 93Q: 3 clusters Score -1157488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1157531.500000 Penalty: 3256.566162
	Iteration 94Q: 3 clusters Score -1157532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1157560.000000 Penalty: 3256.566162
	Iteration 95Q: 3 clusters Score -1157560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1157595.125000 Penalty: 3256.566162
	Iteration 96Q: 3 clusters Score -1157595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1157613.125000 Penalty: 3256.566162
	Iteration 97Q: 3 clusters Score -1157613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1157629.875000 Penalty: 3256.566162
	Iteration 98Q: 3 clusters Score -1157630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1157647.000000 Penalty: 3256.566162
	Iteration 99Q: 3 clusters Score -1157647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1157662.000000 Penalty: 3256.566162
	Iteration 100F: 3 clusters Score -1157662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1157675.000000 Penalty: 3256.566162
	Iteration 101Q: 3 clusters Score -1157675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1157689.375000 Penalty: 3256.566162
	Iteration 102Q: 3 clusters Score -1157689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1157699.250000 Penalty: 3256.566162
	Iteration 103Q: 3 clusters Score -1157699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1157704.000000 Penalty: 3256.566162
	Iteration 104Q: 3 clusters Score -1157704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1157712.500000 Penalty: 3256.566162
	Iteration 105Q: 3 clusters Score -1157712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -1157718.375000 Penalty: 3256.566162
	Iteration 106Q: 3 clusters Score -1157718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1157723.250000 Penalty: 3256.566162
	Iteration 107Q: 3 clusters Score -1157723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1157723.375000 Penalty: 3256.566162
	Iteration 108Q: 3 clusters Score -1157723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1157724.125000 Penalty: 3256.566162
	Iteration 109Q: 3 clusters Score -1157724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -1157728.125000 Penalty: 3256.566162
	Iteration 110Q: 3 clusters Score -1157728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1157727.500000 Penalty: 3256.566162
	Iteration 111Q: 3 clusters Score -1157728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1157726.750000 Penalty: 3256.566162
	Iteration 112Q: 3 clusters Score -1157727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -1157730.375000 Penalty: 3256.566162
	Iteration 113Q: 3 clusters Score -1157730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -1157733.000000 Penalty: 3256.566162
	Iteration 114Q: 3 clusters Score -1157733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -1157728.875000 Penalty: 3256.566162
	Iteration 115Q: 3 clusters Score -1157729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1157733.250000 Penalty: 3256.566162
	Iteration 116Q: 3 clusters Score -1157733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1157732.875000 Penalty: 3256.566162
	Iteration 117Q: 3 clusters Score -1157733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1157733.125000 Penalty: 3256.566162
	Iteration 118Q: 3 clusters Score -1157733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -1157735.250000 Penalty: 3256.566162
	Iteration 119Q: 3 clusters Score -1157735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1157735.500000 Penalty: 3256.566162
	Iteration 120F: 3 clusters Score -1157736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1157735.375000 Penalty: 3256.566162
	Iteration 121Q: 3 clusters Score -1157735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1157735.375000 Penalty: 3256.566162
	Iteration 122F: 3 clusters Score -1157735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Entering Unmasked Estep 
Score: -4144790.750000 Penalty: 1809.849121
	Iteration 0F: 2 clusters Score -4144791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4098860.250000 Penalty: 3619.698242
	Iteration 0F: 3 clusters Score -4098860 nChanged 32590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4118509.250000 Penalty: 3619.698242
	Iteration 1F: 3 clusters Score -4118509 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4120279.250000 Penalty: 3619.698242
	Iteration 2F: 3 clusters Score -4120279 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -4122792.250000 Penalty: 3619.698242
	Iteration 3F: 3 clusters Score -4122792 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -4125694.000000 Penalty: 3619.698242
	Iteration 4F: 3 clusters Score -4125694 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -4128776.000000 Penalty: 3619.698242
	Iteration 5F: 3 clusters Score -4128776 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -4131721.500000 Penalty: 3619.698242
	Iteration 6F: 3 clusters Score -4131722 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -4134584.750000 Penalty: 3619.698242
	Iteration 7F: 3 clusters Score -4134585 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -4137244.750000 Penalty: 3619.698242
	Iteration 8Q: 3 clusters Score -4137245 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -4139324.250000 Penalty: 3619.698242
	Iteration 9Q: 3 clusters Score -4139324 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -4140853.000000 Penalty: 3619.698242
	Iteration 10Q: 3 clusters Score -4140853 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -4141751.750000 Penalty: 3619.698242
	Iteration 11Q: 3 clusters Score -4141752 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -4142294.000000 Penalty: 3619.698242
	Iteration 12Q: 3 clusters Score -4142294 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -4142632.000000 Penalty: 3619.698242
	Iteration 13Q: 3 clusters Score -4142632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -4142836.750000 Penalty: 3619.698242
	Iteration 14Q: 3 clusters Score -4142837 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -4142954.750000 Penalty: 3619.698242
	Iteration 15Q: 3 clusters Score -4142955 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -4143067.250000 Penalty: 3619.698242
	Iteration 16Q: 3 clusters Score -4143067 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -4143120.500000 Penalty: 3619.698242
	Iteration 17Q: 3 clusters Score -4143120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -4143170.500000 Penalty: 3619.698242
	Iteration 18Q: 3 clusters Score -4143170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -4143197.750000 Penalty: 3619.698242
	Iteration 19Q: 3 clusters Score -4143198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -4143228.000000 Penalty: 3619.698242
	Iteration 20F: 3 clusters Score -4143228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -4143236.500000 Penalty: 3619.698242
	Iteration 21Q: 3 clusters Score -4143236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -4143244.750000 Penalty: 3619.698242
	Iteration 22Q: 3 clusters Score -4143245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -4143247.000000 Penalty: 3619.698242
	Iteration 23Q: 3 clusters Score -4143247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -4143255.500000 Penalty: 3619.698242
	Iteration 24Q: 3 clusters Score -4143256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -4143260.000000 Penalty: 3619.698242
	Iteration 25Q: 3 clusters Score -4143260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -4143271.000000 Penalty: 3619.698242
	Iteration 26Q: 3 clusters Score -4143271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -4143280.000000 Penalty: 3619.698242
	Iteration 27Q: 3 clusters Score -4143280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -4143280.750000 Penalty: 3619.698242
	Iteration 28Q: 3 clusters Score -4143281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -4143284.500000 Penalty: 3619.698242
	Iteration 29Q: 3 clusters Score -4143284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -4143286.500000 Penalty: 3619.698242
	Iteration 30Q: 3 clusters Score -4143286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -4143287.750000 Penalty: 3619.698242
	Iteration 31Q: 3 clusters Score -4143288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -4143285.250000 Penalty: 3619.698242
	Iteration 32Q: 3 clusters Score -4143285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -4143285.250000 Penalty: 3619.698242
	Iteration 33F: 3 clusters Score -4143285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Entering Unmasked Estep 
Score: -4773582.500000 Penalty: 1835.908569
	Iteration 0F: 2 clusters Score -4773582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -4719488.500000 Penalty: 3671.817139
	Iteration 0F: 3 clusters Score -4719488 nChanged 38562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -4741847.000000 Penalty: 3671.817139
	Iteration 1F: 3 clusters Score -4741847 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4742736.000000 Penalty: 3671.817139
	Iteration 2Q: 3 clusters Score -4742736 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4743931.000000 Penalty: 3671.817139
	Iteration 3Q: 3 clusters Score -4743931 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -4745604.500000 Penalty: 3671.817139
	Iteration 4Q: 3 clusters Score -4745604 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -4748222.500000 Penalty: 3671.817139
	Iteration 5F: 3 clusters Score -4748222 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4752506.500000 Penalty: 3671.817139
	Iteration 6F: 3 clusters Score -4752506 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4758493.500000 Penalty: 3671.817139
	Iteration 7F: 3 clusters Score -4758494 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4763805.500000 Penalty: 3671.817139
	Iteration 8F: 3 clusters Score -4763806 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4766583.500000 Penalty: 3671.817139
	Iteration 9F: 3 clusters Score -4766584 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4768166.500000 Penalty: 3671.817139
	Iteration 10Q: 3 clusters Score -4768166 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4769394.500000 Penalty: 3671.817139
	Iteration 11Q: 3 clusters Score -4769394 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4770289.500000 Penalty: 3671.817139
	Iteration 12Q: 3 clusters Score -4770290 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4770915.000000 Penalty: 3671.817139
	Iteration 13Q: 3 clusters Score -4770915 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4771331.500000 Penalty: 3671.817139
	Iteration 14Q: 3 clusters Score -4771332 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4771569.000000 Penalty: 3671.817139
	Iteration 15Q: 3 clusters Score -4771569 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4771698.500000 Penalty: 3671.817139
	Iteration 16Q: 3 clusters Score -4771698 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4771802.000000 Penalty: 3671.817139
	Iteration 17Q: 3 clusters Score -4771802 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4771879.000000 Penalty: 3671.817139
	Iteration 18Q: 3 clusters Score -4771879 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4771964.000000 Penalty: 3671.817139
	Iteration 19Q: 3 clusters Score -4771964 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4772030.500000 Penalty: 3671.817139
	Iteration 20F: 3 clusters Score -4772030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4772068.000000 Penalty: 3671.817139
	Iteration 21Q: 3 clusters Score -4772068 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4772099.000000 Penalty: 3671.817139
	Iteration 22Q: 3 clusters Score -4772099 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -4772105.500000 Penalty: 3671.817139
	Iteration 23Q: 3 clusters Score -4772106 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4772174.500000 Penalty: 3671.817139
	Iteration 24Q: 3 clusters Score -4772174 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4772192.500000 Penalty: 3671.817139
	Iteration 25Q: 3 clusters Score -4772192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4772221.000000 Penalty: 3671.817139
	Iteration 26Q: 3 clusters Score -4772221 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4772228.500000 Penalty: 3671.817139
	Iteration 27Q: 3 clusters Score -4772228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4772257.000000 Penalty: 3671.817139
	Iteration 28Q: 3 clusters Score -4772257 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4772299.500000 Penalty: 3671.817139
	Iteration 29Q: 3 clusters Score -4772300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4772286.000000 Penalty: 3671.817139
	Iteration 30Q: 3 clusters Score -4772286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4772300.500000 Penalty: 3671.817139
	Iteration 31Q: 3 clusters Score -4772300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4772295.000000 Penalty: 3671.817139
	Iteration 32Q: 3 clusters Score -4772295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4772301.000000 Penalty: 3671.817139
	Iteration 33Q: 3 clusters Score -4772301 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4772295.500000 Penalty: 3671.817139
	Iteration 34Q: 3 clusters Score -4772296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4772297.500000 Penalty: 3671.817139
	Iteration 35Q: 3 clusters Score -4772298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4772299.000000 Penalty: 3671.817139
	Iteration 36Q: 3 clusters Score -4772299 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4772312.000000 Penalty: 3671.817139
	Iteration 37Q: 3 clusters Score -4772312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4772312.500000 Penalty: 3671.817139
	Iteration 38Q: 3 clusters Score -4772312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4772315.000000 Penalty: 3671.817139
	Iteration 39Q: 3 clusters Score -4772315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4772315.000000 Penalty: 3671.817139
	Iteration 40F: 3 clusters Score -4772315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4772314.000000 Penalty: 3671.817139
	Iteration 41Q: 3 clusters Score -4772314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4772321.500000 Penalty: 3671.817139
	Iteration 42Q: 3 clusters Score -4772322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4772323.500000 Penalty: 3671.817139
	Iteration 43Q: 3 clusters Score -4772324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4772333.000000 Penalty: 3671.817139
	Iteration 44Q: 3 clusters Score -4772333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4772324.000000 Penalty: 3671.817139
	Iteration 45Q: 3 clusters Score -4772324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4772315.000000 Penalty: 3671.817139
	Iteration 46Q: 3 clusters Score -4772315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4772323.000000 Penalty: 3671.817139
	Iteration 47Q: 3 clusters Score -4772323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4772319.500000 Penalty: 3671.817139
	Iteration 48Q: 3 clusters Score -4772320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4772319.500000 Penalty: 3671.817139
	Iteration 49Q: 3 clusters Score -4772320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4772326.000000 Penalty: 3671.817139
	Iteration 50Q: 3 clusters Score -4772326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4772327.500000 Penalty: 3671.817139
	Iteration 51Q: 3 clusters Score -4772328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4772338.000000 Penalty: 3671.817139
	Iteration 52Q: 3 clusters Score -4772338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4772349.000000 Penalty: 3671.817139
	Iteration 53Q: 3 clusters Score -4772349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4772352.500000 Penalty: 3671.817139
	Iteration 54Q: 3 clusters Score -4772352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4772352.000000 Penalty: 3671.817139
	Iteration 55Q: 3 clusters Score -4772352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4772344.500000 Penalty: 3671.817139
	Iteration 56Q: 3 clusters Score -4772344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4772339.500000 Penalty: 3671.817139
	Iteration 57Q: 3 clusters Score -4772340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4772332.000000 Penalty: 3671.817139
	Iteration 58Q: 3 clusters Score -4772332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4772332.500000 Penalty: 3671.817139
	Iteration 59Q: 3 clusters Score -4772332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4772344.500000 Penalty: 3671.817139
	Iteration 60F: 3 clusters Score -4772344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4772347.500000 Penalty: 3671.817139
	Iteration 61Q: 3 clusters Score -4772348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4772343.500000 Penalty: 3671.817139
	Iteration 62Q: 3 clusters Score -4772344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4772344.500000 Penalty: 3671.817139
	Iteration 63Q: 3 clusters Score -4772344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4772339.500000 Penalty: 3671.817139
	Iteration 64Q: 3 clusters Score -4772340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4772324.500000 Penalty: 3671.817139
	Iteration 65Q: 3 clusters Score -4772324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4772334.500000 Penalty: 3671.817139
	Iteration 66Q: 3 clusters Score -4772334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4772338.000000 Penalty: 3671.817139
	Iteration 67Q: 3 clusters Score -4772338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4772339.500000 Penalty: 3671.817139
	Iteration 68Q: 3 clusters Score -4772340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4772327.000000 Penalty: 3671.817139
	Iteration 69Q: 3 clusters Score -4772327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4772328.000000 Penalty: 3671.817139
	Iteration 70Q: 3 clusters Score -4772328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4772329.000000 Penalty: 3671.817139
	Iteration 71Q: 3 clusters Score -4772329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4772330.000000 Penalty: 3671.817139
	Iteration 72Q: 3 clusters Score -4772330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4772330.500000 Penalty: 3671.817139
	Iteration 73Q: 3 clusters Score -4772330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4772329.500000 Penalty: 3671.817139
	Iteration 74Q: 3 clusters Score -4772330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4772327.000000 Penalty: 3671.817139
	Iteration 75Q: 3 clusters Score -4772327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4772328.000000 Penalty: 3671.817139
	Iteration 76Q: 3 clusters Score -4772328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4772335.000000 Penalty: 3671.817139
	Iteration 77Q: 3 clusters Score -4772335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4772329.000000 Penalty: 3671.817139
	Iteration 78Q: 3 clusters Score -4772329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4772327.000000 Penalty: 3671.817139
	Iteration 79Q: 3 clusters Score -4772327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4772327.500000 Penalty: 3671.817139
	Iteration 80F: 3 clusters Score -4772328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4772327.000000 Penalty: 3671.817139
	Iteration 81Q: 3 clusters Score -4772327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4772320.500000 Penalty: 3671.817139
	Iteration 82Q: 3 clusters Score -4772320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4772320.500000 Penalty: 3671.817139
	Iteration 83Q: 3 clusters Score -4772320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4772324.500000 Penalty: 3671.817139
	Iteration 84Q: 3 clusters Score -4772324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4772324.000000 Penalty: 3671.817139
	Iteration 85Q: 3 clusters Score -4772324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4772324.000000 Penalty: 3671.817139
	Iteration 86Q: 3 clusters Score -4772324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4772314.000000 Penalty: 3671.817139
	Iteration 87Q: 3 clusters Score -4772314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4772318.500000 Penalty: 3671.817139
	Iteration 88Q: 3 clusters Score -4772318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4772315.000000 Penalty: 3671.817139
	Iteration 89Q: 3 clusters Score -4772315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4772312.000000 Penalty: 3671.817139
	Iteration 90Q: 3 clusters Score -4772312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4772315.500000 Penalty: 3671.817139
	Iteration 91Q: 3 clusters Score -4772316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4772316.500000 Penalty: 3671.817139
	Iteration 92Q: 3 clusters Score -4772316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4772314.000000 Penalty: 3671.817139
	Iteration 93Q: 3 clusters Score -4772314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4772314.000000 Penalty: 3671.817139
	Iteration 94F: 3 clusters Score -4772314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -352642.687500 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -352642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -347941.593750 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -347941.6 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -349485.125000 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -349485.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -349917.218750 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -349917.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -350234.406250 Penalty: 2837.264404
	Iteration 3F: 3 clusters Score -350234.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -350475.687500 Penalty: 2837.264404
	Iteration 4F: 3 clusters Score -350475.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -350669.781250 Penalty: 2837.264404
	Iteration 5Q: 3 clusters Score -350669.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -350861.250000 Penalty: 2837.264404
	Iteration 6Q: 3 clusters Score -350861.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -351042.187500 Penalty: 2837.264404
	Iteration 7Q: 3 clusters Score -351042.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -351260.812500 Penalty: 2837.264404
	Iteration 8Q: 3 clusters Score -351260.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -351536.156250 Penalty: 2837.264404
	Iteration 9F: 3 clusters Score -351536.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -351762.937500 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -351762.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -351916.250000 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -351916.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -352013.312500 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -352013.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -352087.687500 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -352087.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -352149.250000 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -352149.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -352198.843750 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -352198.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -352241.937500 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -352241.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -352283.187500 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -352283.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -352338.531250 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -352338.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -352387.812500 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -352387.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -352439.843750 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -352439.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -352483.406250 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -352483.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -352511.312500 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -352511.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -352528.937500 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -352528.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -352546.500000 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -352546.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -352570.062500 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -352570.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -352595.906250 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -352595.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -352618.500000 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -352618.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -352632.156250 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -352632.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352648.156250 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -352648.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -352663.843750 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -352663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -352675.125000 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -352675.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -352683.375000 Penalty: 2837.264404
	Iteration 32Q: 3 clusters Score -352683.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -352688.312500 Penalty: 2837.264404
	Iteration 33Q: 3 clusters Score -352688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -352690.187500 Penalty: 2837.264404
	Iteration 34Q: 3 clusters Score -352690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -352691.125000 Penalty: 2837.264404
	Iteration 35Q: 3 clusters Score -352691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -352691.125000 Penalty: 2837.264404
	Iteration 36F: 3 clusters Score -352691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26533 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20397 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 5234 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65404 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5080 members 
Mstep: Class 41 contains 952 members 
Entering Unmasked Estep 
Score: -30946458.000000 Penalty: 88057.867188
Splitting cluster 24 changes total score from -30947192.000000 to -30946458.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -139413.750000 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -139413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -137014.406250 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -137014.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -137636.250000 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -137636.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -137808.078125 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -137808.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -137927.843750 Penalty: 2541.381836
	Iteration 3F: 3 clusters Score -137927.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -138033.234375 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -138033.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138155.750000 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -138155.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -138298.546875 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -138298.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -138435.593750 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -138435.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -138582.718750 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -138582.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -138665.953125 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -138666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138737.687500 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -138737.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -138787.937500 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -138787.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -138822.234375 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -138822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138836.546875 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -138836.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138847.375000 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -138847.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -138856.843750 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -138856.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -138865.234375 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -138865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -138873.703125 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -138873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138880.406250 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -138880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -138886.859375 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -138886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -138893.687500 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -138893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -138899.875000 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -138899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -138908.546875 Penalty: 2541.381836
	Iteration 22Q: 3 clusters Score -138908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138914.265625 Penalty: 2541.381836
	Iteration 23Q: 3 clusters Score -138914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138924.640625 Penalty: 2541.381836
	Iteration 24Q: 3 clusters Score -138924.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138934.578125 Penalty: 2541.381836
	Iteration 25Q: 3 clusters Score -138934.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -138951.218750 Penalty: 2541.381836
	Iteration 26Q: 3 clusters Score -138951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138978.218750 Penalty: 2541.381836
	Iteration 27Q: 3 clusters Score -138978.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139075.406250 Penalty: 2541.381836
	Iteration 28Q: 3 clusters Score -139075.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -139226.109375 Penalty: 2541.381836
	Iteration 29Q: 3 clusters Score -139226.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139275.531250 Penalty: 2541.381836
	Iteration 30Q: 3 clusters Score -139275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139285.187500 Penalty: 2541.381836
	Iteration 31Q: 3 clusters Score -139285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139286.703125 Penalty: 2541.381836
	Iteration 32Q: 3 clusters Score -139286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139286.703125 Penalty: 2541.381836
	Iteration 33F: 3 clusters Score -139286.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -279431.250000 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -279431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -275778.593750 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -275778.6 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -276773.593750 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -276773.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -276882.187500 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -276882.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -276955.437500 Penalty: 2736.435303
	Iteration 3Q: 3 clusters Score -276955.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -277010.062500 Penalty: 2736.435303
	Iteration 4Q: 3 clusters Score -277010.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -277055.031250 Penalty: 2736.435303
	Iteration 5Q: 3 clusters Score -277055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -277088.406250 Penalty: 2736.435303
	Iteration 6Q: 3 clusters Score -277088.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -277127.375000 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -277127.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -277160.093750 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -277160.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -277188.750000 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -277188.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -277214.750000 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -277214.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -277232.625000 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -277232.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -277249.875000 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -277249.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -277264.906250 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -277264.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -277282.406250 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -277282.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -277300.406250 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -277300.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -277321.562500 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -277321.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -277340.531250 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -277340.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -277369.968750 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -277370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -277407.375000 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -277407.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -277454.093750 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -277454.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -277516.125000 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -277516.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -277597.750000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -277597.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -277680.625000 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -277680.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -277766.093750 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -277766.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -277844.875000 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -277844.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -277925.093750 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -277925.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -277996.781250 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -277996.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -278064.843750 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -278064.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -278120.343750 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -278120.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -278152.937500 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -278152.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -278179.593750 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -278179.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -278206.843750 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -278206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -278227.437500 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -278227.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -278242.625000 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -278242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -278253.156250 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -278253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -278258.812500 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -278258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -278261.156250 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -278261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -278262.906250 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -278262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -278264.375000 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -278264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -278265.312500 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -278265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -278266.343750 Penalty: 2736.435303
	Iteration 41Q: 3 clusters Score -278266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -278268.031250 Penalty: 2736.435303
	Iteration 42Q: 3 clusters Score -278268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -278268.906250 Penalty: 2736.435303
	Iteration 43Q: 3 clusters Score -278268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -278269.562500 Penalty: 2736.435303
	Iteration 44Q: 3 clusters Score -278269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -278269.906250 Penalty: 2736.435303
	Iteration 45Q: 3 clusters Score -278269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -278272.031250 Penalty: 2736.435303
	Iteration 46Q: 3 clusters Score -278272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -278273.343750 Penalty: 2736.435303
	Iteration 47Q: 3 clusters Score -278273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -278273.500000 Penalty: 2736.435303
	Iteration 48Q: 3 clusters Score -278273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -278273.500000 Penalty: 2736.435303
	Iteration 49F: 3 clusters Score -278273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -49493.707031 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -49493.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48129.441406 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -48129.44 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48348.984375 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -48348.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48413.734375 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -48413.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48433.769531 Penalty: 2200.506592
	Iteration 3Q: 3 clusters Score -48433.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48446.480469 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -48446.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48458.300781 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -48458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48460.917969 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -48460.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48463.441406 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -48463.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48465.324219 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -48465.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48465.324219 Penalty: 2200.506592
	Iteration 9F: 3 clusters Score -48465.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -65488.691406 Penalty: 1192.569336
	Iteration 0F: 2 clusters Score -65488.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -63689.433594 Penalty: 2385.138672
	Iteration 0F: 3 clusters Score -63689.43 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -64111.804688 Penalty: 2385.138672
	Iteration 1F: 3 clusters Score -64111.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -64227.152344 Penalty: 2385.138672
	Iteration 2F: 3 clusters Score -64227.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -64271.601562 Penalty: 2385.138672
	Iteration 3Q: 3 clusters Score -64271.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -64304.964844 Penalty: 2385.138672
	Iteration 4Q: 3 clusters Score -64304.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -64326.492188 Penalty: 2385.138672
	Iteration 5Q: 3 clusters Score -64326.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -64343.753906 Penalty: 2385.138672
	Iteration 6Q: 3 clusters Score -64343.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -64366.273438 Penalty: 2385.138672
	Iteration 7Q: 3 clusters Score -64366.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -64395.378906 Penalty: 2385.138672
	Iteration 8Q: 3 clusters Score -64395.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -64420.695312 Penalty: 2385.138672
	Iteration 9Q: 3 clusters Score -64420.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -64455.074219 Penalty: 2385.138672
	Iteration 10Q: 3 clusters Score -64455.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64489.000000 Penalty: 2385.138672
	Iteration 11Q: 3 clusters Score -64489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -64520.144531 Penalty: 2385.138672
	Iteration 12Q: 3 clusters Score -64520.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -64554.187500 Penalty: 2385.138672
	Iteration 13Q: 3 clusters Score -64554.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64589.648438 Penalty: 2385.138672
	Iteration 14Q: 3 clusters Score -64589.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -64638.753906 Penalty: 2385.138672
	Iteration 15Q: 3 clusters Score -64638.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -64681.167969 Penalty: 2385.138672
	Iteration 16Q: 3 clusters Score -64681.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64710.957031 Penalty: 2385.138672
	Iteration 17Q: 3 clusters Score -64710.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64733.296875 Penalty: 2385.138672
	Iteration 18Q: 3 clusters Score -64733.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -64747.632812 Penalty: 2385.138672
	Iteration 19Q: 3 clusters Score -64747.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -64758.222656 Penalty: 2385.138672
	Iteration 20F: 3 clusters Score -64758.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -64768.812500 Penalty: 2385.138672
	Iteration 21Q: 3 clusters Score -64768.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -64781.308594 Penalty: 2385.138672
	Iteration 22Q: 3 clusters Score -64781.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -64790.652344 Penalty: 2385.138672
	Iteration 23Q: 3 clusters Score -64790.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -64795.769531 Penalty: 2385.138672
	Iteration 24Q: 3 clusters Score -64795.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -64798.492188 Penalty: 2385.138672
	Iteration 25Q: 3 clusters Score -64798.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -64799.628906 Penalty: 2385.138672
	Iteration 26Q: 3 clusters Score -64799.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -64801.667969 Penalty: 2385.138672
	Iteration 27Q: 3 clusters Score -64801.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -64804.648438 Penalty: 2385.138672
	Iteration 28Q: 3 clusters Score -64804.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -64805.746094 Penalty: 2385.138672
	Iteration 29Q: 3 clusters Score -64805.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -64805.746094 Penalty: 2385.138672
	Iteration 30F: 3 clusters Score -64805.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -52069.214844 Penalty: 1132.438232
	Iteration 0F: 2 clusters Score -52069.21 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 527 members 
Entering Unmasked Estep 
Score: -50654.707031 Penalty: 2264.876465
	Iteration 0F: 3 clusters Score -50654.71 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50961.691406 Penalty: 2264.876465
	Iteration 1F: 3 clusters Score -50961.69 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -51112.843750 Penalty: 2264.876465
	Iteration 2F: 3 clusters Score -51112.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51225.531250 Penalty: 2264.876465
	Iteration 3F: 3 clusters Score -51225.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -51311.218750 Penalty: 2264.876465
	Iteration 4Q: 3 clusters Score -51311.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -51367.832031 Penalty: 2264.876465
	Iteration 5Q: 3 clusters Score -51367.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -51419.968750 Penalty: 2264.876465
	Iteration 6Q: 3 clusters Score -51419.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51454.492188 Penalty: 2264.876465
	Iteration 7Q: 3 clusters Score -51454.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51464.671875 Penalty: 2264.876465
	Iteration 8Q: 3 clusters Score -51464.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -51471.687500 Penalty: 2264.876465
	Iteration 9Q: 3 clusters Score -51471.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51472.332031 Penalty: 2264.876465
	Iteration 10Q: 3 clusters Score -51472.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51472.332031 Penalty: 2264.876465
	Iteration 11F: 3 clusters Score -51472.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (65404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Entering Unmasked Estep 
Score: -3978959.250000 Penalty: 1801.855103
	Iteration 0F: 2 clusters Score -3978959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3935178.250000 Penalty: 3603.710205
	Iteration 0F: 3 clusters Score -3935178 nChanged 30988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3952764.750000 Penalty: 3603.710205
	Iteration 1F: 3 clusters Score -3952765 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3953271.250000 Penalty: 3603.710205
	Iteration 2Q: 3 clusters Score -3953271 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3953884.750000 Penalty: 3603.710205
	Iteration 3Q: 3 clusters Score -3953885 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3954697.500000 Penalty: 3603.710205
	Iteration 4Q: 3 clusters Score -3954698 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3955796.500000 Penalty: 3603.710205
	Iteration 5Q: 3 clusters Score -3955796 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3957448.500000 Penalty: 3603.710205
	Iteration 6Q: 3 clusters Score -3957448 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3959949.250000 Penalty: 3603.710205
	Iteration 7F: 3 clusters Score -3959949 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3963430.500000 Penalty: 3603.710205
	Iteration 8F: 3 clusters Score -3963430 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3967534.500000 Penalty: 3603.710205
	Iteration 9F: 3 clusters Score -3967534 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3971179.250000 Penalty: 3603.710205
	Iteration 10F: 3 clusters Score -3971179 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3973833.000000 Penalty: 3603.710205
	Iteration 11Q: 3 clusters Score -3973833 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3975426.500000 Penalty: 3603.710205
	Iteration 12Q: 3 clusters Score -3975426 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3976285.250000 Penalty: 3603.710205
	Iteration 13Q: 3 clusters Score -3976285 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3976762.000000 Penalty: 3603.710205
	Iteration 14Q: 3 clusters Score -3976762 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3977009.500000 Penalty: 3603.710205
	Iteration 15Q: 3 clusters Score -3977010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3977144.750000 Penalty: 3603.710205
	Iteration 16Q: 3 clusters Score -3977145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3977223.000000 Penalty: 3603.710205
	Iteration 17Q: 3 clusters Score -3977223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3977267.000000 Penalty: 3603.710205
	Iteration 18Q: 3 clusters Score -3977267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3977299.500000 Penalty: 3603.710205
	Iteration 19Q: 3 clusters Score -3977300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3977319.250000 Penalty: 3603.710205
	Iteration 20F: 3 clusters Score -3977319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3977336.250000 Penalty: 3603.710205
	Iteration 21Q: 3 clusters Score -3977336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3977356.000000 Penalty: 3603.710205
	Iteration 22Q: 3 clusters Score -3977356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3977377.000000 Penalty: 3603.710205
	Iteration 23Q: 3 clusters Score -3977377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3977403.500000 Penalty: 3603.710205
	Iteration 24Q: 3 clusters Score -3977404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3977432.250000 Penalty: 3603.710205
	Iteration 25Q: 3 clusters Score -3977432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3977444.500000 Penalty: 3603.710205
	Iteration 26Q: 3 clusters Score -3977444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3977447.250000 Penalty: 3603.710205
	Iteration 27Q: 3 clusters Score -3977447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3977448.000000 Penalty: 3603.710205
	Iteration 28Q: 3 clusters Score -3977448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3977454.000000 Penalty: 3603.710205
	Iteration 29Q: 3 clusters Score -3977454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3977462.250000 Penalty: 3603.710205
	Iteration 30Q: 3 clusters Score -3977462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3977463.750000 Penalty: 3603.710205
	Iteration 31Q: 3 clusters Score -3977464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3977473.000000 Penalty: 3603.710205
	Iteration 32Q: 3 clusters Score -3977473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3977472.250000 Penalty: 3603.710205
	Iteration 33Q: 3 clusters Score -3977472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3977474.000000 Penalty: 3603.710205
	Iteration 34Q: 3 clusters Score -3977474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3977474.000000 Penalty: 3603.710205
	Iteration 35F: 3 clusters Score -3977474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -73557.992188 Penalty: 1216.027222
	Iteration 0F: 2 clusters Score -73557.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -71655.851562 Penalty: 2432.054443
	Iteration 0F: 3 clusters Score -71655.85 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -72371.515625 Penalty: 2432.054443
	Iteration 1F: 3 clusters Score -72371.52 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -72648.203125 Penalty: 2432.054443
	Iteration 2F: 3 clusters Score -72648.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -72827.296875 Penalty: 2432.054443
	Iteration 3F: 3 clusters Score -72827.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -72939.085938 Penalty: 2432.054443
	Iteration 4F: 3 clusters Score -72939.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73030.656250 Penalty: 2432.054443
	Iteration 5Q: 3 clusters Score -73030.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -73086.468750 Penalty: 2432.054443
	Iteration 6Q: 3 clusters Score -73086.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73120.929688 Penalty: 2432.054443
	Iteration 7Q: 3 clusters Score -73120.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -73143.781250 Penalty: 2432.054443
	Iteration 8Q: 3 clusters Score -73143.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -73153.046875 Penalty: 2432.054443
	Iteration 9Q: 3 clusters Score -73153.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -73166.898438 Penalty: 2432.054443
	Iteration 10Q: 3 clusters Score -73166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -73180.898438 Penalty: 2432.054443
	Iteration 11Q: 3 clusters Score -73180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73189.312500 Penalty: 2432.054443
	Iteration 12Q: 3 clusters Score -73189.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -73192.796875 Penalty: 2432.054443
	Iteration 13Q: 3 clusters Score -73192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -73194.750000 Penalty: 2432.054443
	Iteration 14Q: 3 clusters Score -73194.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -73195.054688 Penalty: 2432.054443
	Iteration 15Q: 3 clusters Score -73195.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -73195.375000 Penalty: 2432.054443
	Iteration 16Q: 3 clusters Score -73195.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -73195.375000 Penalty: 2432.054443
	Iteration 17F: 3 clusters Score -73195.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -128170.601562 Penalty: 1255.150757
	Iteration 0F: 2 clusters Score -128170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -125914.523438 Penalty: 2510.301514
	Iteration 0F: 3 clusters Score -125914.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -126467.125000 Penalty: 2510.301514
	Iteration 1F: 3 clusters Score -126467.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -126694.578125 Penalty: 2510.301514
	Iteration 2F: 3 clusters Score -126694.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -126881.796875 Penalty: 2510.301514
	Iteration 3F: 3 clusters Score -126881.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -127083.898438 Penalty: 2510.301514
	Iteration 4F: 3 clusters Score -127083.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127332.375000 Penalty: 2510.301514
	Iteration 5F: 3 clusters Score -127332.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -127600.101562 Penalty: 2510.301514
	Iteration 6F: 3 clusters Score -127600.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -127870.781250 Penalty: 2510.301514
	Iteration 7F: 3 clusters Score -127870.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -128072.453125 Penalty: 2510.301514
	Iteration 8Q: 3 clusters Score -128072.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -128159.546875 Penalty: 2510.301514
	Iteration 9Q: 3 clusters Score -128159.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128234.578125 Penalty: 2510.301514
	Iteration 10Q: 3 clusters Score -128234.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128334.625000 Penalty: 2510.301514
	Iteration 11Q: 3 clusters Score -128334.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128420.835938 Penalty: 2510.301514
	Iteration 12Q: 3 clusters Score -128420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128445.773438 Penalty: 2510.301514
	Iteration 13Q: 3 clusters Score -128445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128458.976562 Penalty: 2510.301514
	Iteration 14Q: 3 clusters Score -128459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -128462.765625 Penalty: 2510.301514
	Iteration 15Q: 3 clusters Score -128462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128467.851562 Penalty: 2510.301514
	Iteration 16Q: 3 clusters Score -128467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128471.304688 Penalty: 2510.301514
	Iteration 17Q: 3 clusters Score -128471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -128475.562500 Penalty: 2510.301514
	Iteration 18Q: 3 clusters Score -128475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128479.304688 Penalty: 2510.301514
	Iteration 19Q: 3 clusters Score -128479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -128480.671875 Penalty: 2510.301514
	Iteration 20F: 3 clusters Score -128480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26533 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20397 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65404 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 1500 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5080 members 
Mstep: Class 41 contains 762 members 
Entering Unmasked Estep 
Score: -30946560.000000 Penalty: 88057.867188
Splitting cluster 32 changes total score from -30947192.000000 to -30946560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -106266.445312 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -104267.781250 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -104267.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -104753.437500 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -104753.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104862.117188 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -104862.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -104934.093750 Penalty: 2442.309814
	Iteration 3Q: 3 clusters Score -104934.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -104991.203125 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -104991.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -105036.546875 Penalty: 2442.309814
	Iteration 5Q: 3 clusters Score -105036.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -105075.367188 Penalty: 2442.309814
	Iteration 6Q: 3 clusters Score -105075.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -105100.015625 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -105100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -105123.375000 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -105123.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -105153.250000 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -105153.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -105175.171875 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -105175.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -105193.273438 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -105193.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -105207.812500 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -105207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -105214.585938 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -105214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -105223.234375 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -105223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -105235.648438 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -105235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -105241.406250 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -105241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -105244.367188 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -105244.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -105250.960938 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -105251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -105258.890625 Penalty: 2442.309814
	Iteration 19Q: 3 clusters Score -105258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -105264.273438 Penalty: 2442.309814
	Iteration 20F: 3 clusters Score -105264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -105269.078125 Penalty: 2442.309814
	Iteration 21Q: 3 clusters Score -105269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -105273.023438 Penalty: 2442.309814
	Iteration 22Q: 3 clusters Score -105273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105275.007812 Penalty: 2442.309814
	Iteration 23Q: 3 clusters Score -105275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -105276.289062 Penalty: 2442.309814
	Iteration 24Q: 3 clusters Score -105276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -105276.445312 Penalty: 2442.309814
	Iteration 25Q: 3 clusters Score -105276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -105277.015625 Penalty: 2442.309814
	Iteration 26Q: 3 clusters Score -105277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105277.218750 Penalty: 2442.309814
	Iteration 27Q: 3 clusters Score -105277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -105277.710938 Penalty: 2442.309814
	Iteration 28Q: 3 clusters Score -105277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105278.281250 Penalty: 2442.309814
	Iteration 29Q: 3 clusters Score -105278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105278.281250 Penalty: 2442.309814
	Iteration 30F: 3 clusters Score -105278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -88244.929688 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -88244.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -86388.210938 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -86388.21 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -86786.648438 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -86786.65 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -86923.820312 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -86923.82 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -87054.210938 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -87054.21 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -87157.640625 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -87157.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -87215.921875 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -87215.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87241.539062 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -87241.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -87263.375000 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -87263.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -87283.390625 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -87283.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -87308.554688 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -87308.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -87335.562500 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -87335.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -87345.851562 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -87345.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -87356.445312 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -87356.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87368.476562 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -87368.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87383.835938 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -87383.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87414.054688 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -87414.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -87447.890625 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -87447.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -87493.281250 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -87493.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87549.914062 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -87549.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87627.554688 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -87627.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -87732.804688 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -87732.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -87861.250000 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -87861.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -87935.054688 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -87935.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87966.156250 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -87966.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87980.070312 Penalty: 2397.974609
	Iteration 24Q: 3 clusters Score -87980.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87984.109375 Penalty: 2397.974609
	Iteration 25Q: 3 clusters Score -87984.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87984.109375 Penalty: 2397.974609
	Iteration 26F: 3 clusters Score -87984.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -324804.343750 Penalty: 1393.665771
	Iteration 0F: 2 clusters Score -324804.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -320626.468750 Penalty: 2787.331543
	Iteration 0F: 3 clusters Score -320626.5 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -321766.750000 Penalty: 2787.331543
	Iteration 1F: 3 clusters Score -321766.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -321943.906250 Penalty: 2787.331543
	Iteration 2F: 3 clusters Score -321943.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -322058.156250 Penalty: 2787.331543
	Iteration 3Q: 3 clusters Score -322058.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -322146.812500 Penalty: 2787.331543
	Iteration 4Q: 3 clusters Score -322146.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -322241.062500 Penalty: 2787.331543
	Iteration 5Q: 3 clusters Score -322241.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -322343.468750 Penalty: 2787.331543
	Iteration 6Q: 3 clusters Score -322343.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -322444.531250 Penalty: 2787.331543
	Iteration 7Q: 3 clusters Score -322444.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -322566.468750 Penalty: 2787.331543
	Iteration 8Q: 3 clusters Score -322566.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -322693.312500 Penalty: 2787.331543
	Iteration 9Q: 3 clusters Score -322693.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -322831.625000 Penalty: 2787.331543
	Iteration 10Q: 3 clusters Score -322831.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -322978.343750 Penalty: 2787.331543
	Iteration 11Q: 3 clusters Score -322978.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -323134.218750 Penalty: 2787.331543
	Iteration 12Q: 3 clusters Score -323134.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -323333.625000 Penalty: 2787.331543
	Iteration 13Q: 3 clusters Score -323333.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -323580.187500 Penalty: 2787.331543
	Iteration 14Q: 3 clusters Score -323580.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -323804.000000 Penalty: 2787.331543
	Iteration 15Q: 3 clusters Score -323804 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -323975.343750 Penalty: 2787.331543
	Iteration 16Q: 3 clusters Score -323975.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -324082.062500 Penalty: 2787.331543
	Iteration 17Q: 3 clusters Score -324082.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -324156.250000 Penalty: 2787.331543
	Iteration 18Q: 3 clusters Score -324156.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -324214.031250 Penalty: 2787.331543
	Iteration 19Q: 3 clusters Score -324214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -324250.281250 Penalty: 2787.331543
	Iteration 20F: 3 clusters Score -324250.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -324274.906250 Penalty: 2787.331543
	Iteration 21Q: 3 clusters Score -324274.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -324292.156250 Penalty: 2787.331543
	Iteration 22Q: 3 clusters Score -324292.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -324303.906250 Penalty: 2787.331543
	Iteration 23Q: 3 clusters Score -324303.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -324315.531250 Penalty: 2787.331543
	Iteration 24Q: 3 clusters Score -324315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -324322.312500 Penalty: 2787.331543
	Iteration 25Q: 3 clusters Score -324322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -324327.812500 Penalty: 2787.331543
	Iteration 26Q: 3 clusters Score -324327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -324331.312500 Penalty: 2787.331543
	Iteration 27Q: 3 clusters Score -324331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -324332.625000 Penalty: 2787.331543
	Iteration 28Q: 3 clusters Score -324332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -324333.000000 Penalty: 2787.331543
	Iteration 29Q: 3 clusters Score -324333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -324335.781250 Penalty: 2787.331543
	Iteration 30Q: 3 clusters Score -324335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -324335.781250 Penalty: 2787.331543
	Iteration 31F: 3 clusters Score -324335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -265254.406250 Penalty: 1385.112793
	Iteration 0F: 2 clusters Score -265254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -261297.515625 Penalty: 2770.225586
	Iteration 0F: 3 clusters Score -261297.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -262403.250000 Penalty: 2770.225586
	Iteration 1F: 3 clusters Score -262403.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -262622.062500 Penalty: 2770.225586
	Iteration 2F: 3 clusters Score -262622.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -262798.406250 Penalty: 2770.225586
	Iteration 3F: 3 clusters Score -262798.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -262918.437500 Penalty: 2770.225586
	Iteration 4Q: 3 clusters Score -262918.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -263041.875000 Penalty: 2770.225586
	Iteration 5Q: 3 clusters Score -263041.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -263157.718750 Penalty: 2770.225586
	Iteration 6Q: 3 clusters Score -263157.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -263251.875000 Penalty: 2770.225586
	Iteration 7Q: 3 clusters Score -263251.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -263337.312500 Penalty: 2770.225586
	Iteration 8Q: 3 clusters Score -263337.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -263412.750000 Penalty: 2770.225586
	Iteration 9Q: 3 clusters Score -263412.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -263475.906250 Penalty: 2770.225586
	Iteration 10Q: 3 clusters Score -263475.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -263544.531250 Penalty: 2770.225586
	Iteration 11Q: 3 clusters Score -263544.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -263608.812500 Penalty: 2770.225586
	Iteration 12Q: 3 clusters Score -263608.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -263668.312500 Penalty: 2770.225586
	Iteration 13Q: 3 clusters Score -263668.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -263728.781250 Penalty: 2770.225586
	Iteration 14Q: 3 clusters Score -263728.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -263788.312500 Penalty: 2770.225586
	Iteration 15Q: 3 clusters Score -263788.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -263848.750000 Penalty: 2770.225586
	Iteration 16Q: 3 clusters Score -263848.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -263913.781250 Penalty: 2770.225586
	Iteration 17Q: 3 clusters Score -263913.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -263961.312500 Penalty: 2770.225586
	Iteration 18Q: 3 clusters Score -263961.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -263999.906250 Penalty: 2770.225586
	Iteration 19Q: 3 clusters Score -263999.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -264030.062500 Penalty: 2770.225586
	Iteration 20F: 3 clusters Score -264030.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -264060.250000 Penalty: 2770.225586
	Iteration 21Q: 3 clusters Score -264060.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -264088.250000 Penalty: 2770.225586
	Iteration 22Q: 3 clusters Score -264088.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -264114.937500 Penalty: 2770.225586
	Iteration 23Q: 3 clusters Score -264114.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -264136.937500 Penalty: 2770.225586
	Iteration 24Q: 3 clusters Score -264136.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -264157.343750 Penalty: 2770.225586
	Iteration 25Q: 3 clusters Score -264157.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -264173.687500 Penalty: 2770.225586
	Iteration 26Q: 3 clusters Score -264173.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -264189.812500 Penalty: 2770.225586
	Iteration 27Q: 3 clusters Score -264189.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -264205.781250 Penalty: 2770.225586
	Iteration 28Q: 3 clusters Score -264205.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -264215.562500 Penalty: 2770.225586
	Iteration 29Q: 3 clusters Score -264215.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -264221.125000 Penalty: 2770.225586
	Iteration 30Q: 3 clusters Score -264221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -264224.718750 Penalty: 2770.225586
	Iteration 31Q: 3 clusters Score -264224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -264227.031250 Penalty: 2770.225586
	Iteration 32Q: 3 clusters Score -264227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -264230.406250 Penalty: 2770.225586
	Iteration 33Q: 3 clusters Score -264230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -264232.968750 Penalty: 2770.225586
	Iteration 34Q: 3 clusters Score -264233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -264235.000000 Penalty: 2770.225586
	Iteration 35Q: 3 clusters Score -264235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -264235.531250 Penalty: 2770.225586
	Iteration 36Q: 3 clusters Score -264235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -264237.187500 Penalty: 2770.225586
	Iteration 37Q: 3 clusters Score -264237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -264239.187500 Penalty: 2770.225586
	Iteration 38Q: 3 clusters Score -264239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -264239.781250 Penalty: 2770.225586
	Iteration 39Q: 3 clusters Score -264239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -264241.406250 Penalty: 2770.225586
	Iteration 40F: 3 clusters Score -264241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -264241.218750 Penalty: 2770.225586
	Iteration 41Q: 3 clusters Score -264241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -264241.468750 Penalty: 2770.225586
	Iteration 42Q: 3 clusters Score -264241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -264242.500000 Penalty: 2770.225586
	Iteration 43Q: 3 clusters Score -264242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -264242.750000 Penalty: 2770.225586
	Iteration 44Q: 3 clusters Score -264242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -264242.781250 Penalty: 2770.225586
	Iteration 45Q: 3 clusters Score -264242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -264242.781250 Penalty: 2770.225586
	Iteration 46F: 3 clusters Score -264242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -93876.812500 Penalty: 1205.649414
	Iteration 0F: 2 clusters Score -93876.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -91973.921875 Penalty: 2411.298828
	Iteration 0F: 3 clusters Score -91973.92 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -92327.835938 Penalty: 2411.298828
	Iteration 1F: 3 clusters Score -92327.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92415.062500 Penalty: 2411.298828
	Iteration 2F: 3 clusters Score -92415.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -92477.531250 Penalty: 2411.298828
	Iteration 3F: 3 clusters Score -92477.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -92513.765625 Penalty: 2411.298828
	Iteration 4Q: 3 clusters Score -92513.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92552.453125 Penalty: 2411.298828
	Iteration 5Q: 3 clusters Score -92552.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -92595.617188 Penalty: 2411.298828
	Iteration 6Q: 3 clusters Score -92595.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92622.765625 Penalty: 2411.298828
	Iteration 7Q: 3 clusters Score -92622.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92639.757812 Penalty: 2411.298828
	Iteration 8Q: 3 clusters Score -92639.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -92658.382812 Penalty: 2411.298828
	Iteration 9Q: 3 clusters Score -92658.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92672.531250 Penalty: 2411.298828
	Iteration 10Q: 3 clusters Score -92672.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92682.031250 Penalty: 2411.298828
	Iteration 11Q: 3 clusters Score -92682.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92695.820312 Penalty: 2411.298828
	Iteration 12Q: 3 clusters Score -92695.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92706.984375 Penalty: 2411.298828
	Iteration 13Q: 3 clusters Score -92706.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92713.867188 Penalty: 2411.298828
	Iteration 14Q: 3 clusters Score -92713.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92722.343750 Penalty: 2411.298828
	Iteration 15Q: 3 clusters Score -92722.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92730.085938 Penalty: 2411.298828
	Iteration 16Q: 3 clusters Score -92730.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92736.351562 Penalty: 2411.298828
	Iteration 17Q: 3 clusters Score -92736.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92747.429688 Penalty: 2411.298828
	Iteration 18Q: 3 clusters Score -92747.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92761.921875 Penalty: 2411.298828
	Iteration 19Q: 3 clusters Score -92761.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92772.929688 Penalty: 2411.298828
	Iteration 20F: 3 clusters Score -92772.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92782.617188 Penalty: 2411.298828
	Iteration 21Q: 3 clusters Score -92782.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92792.421875 Penalty: 2411.298828
	Iteration 22Q: 3 clusters Score -92792.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92798.031250 Penalty: 2411.298828
	Iteration 23Q: 3 clusters Score -92798.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92801.273438 Penalty: 2411.298828
	Iteration 24Q: 3 clusters Score -92801.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92803.007812 Penalty: 2411.298828
	Iteration 25Q: 3 clusters Score -92803.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92805.867188 Penalty: 2411.298828
	Iteration 26Q: 3 clusters Score -92805.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92808.476562 Penalty: 2411.298828
	Iteration 27Q: 3 clusters Score -92808.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92809.593750 Penalty: 2411.298828
	Iteration 28Q: 3 clusters Score -92809.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92810.625000 Penalty: 2411.298828
	Iteration 29Q: 3 clusters Score -92810.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92811.750000 Penalty: 2411.298828
	Iteration 30Q: 3 clusters Score -92811.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92812.164062 Penalty: 2411.298828
	Iteration 31Q: 3 clusters Score -92812.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92812.445312 Penalty: 2411.298828
	Iteration 32Q: 3 clusters Score -92812.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92813.453125 Penalty: 2411.298828
	Iteration 33Q: 3 clusters Score -92813.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92815.593750 Penalty: 2411.298828
	Iteration 34Q: 3 clusters Score -92815.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92816.632812 Penalty: 2411.298828
	Iteration 35Q: 3 clusters Score -92816.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92817.046875 Penalty: 2411.298828
	Iteration 36Q: 3 clusters Score -92817.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92817.765625 Penalty: 2411.298828
	Iteration 37Q: 3 clusters Score -92817.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92818.335938 Penalty: 2411.298828
	Iteration 38Q: 3 clusters Score -92818.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92818.773438 Penalty: 2411.298828
	Iteration 39Q: 3 clusters Score -92818.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92819.328125 Penalty: 2411.298828
	Iteration 40F: 3 clusters Score -92819.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -145294.484375 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -145294.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -142854.968750 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -142855 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -143436.437500 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -143436.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -143643.937500 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -143643.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -143816.062500 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -143816.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -143958.218750 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -143958.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144054.968750 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -144055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144133.953125 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -144134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -144193.796875 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -144193.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144246.468750 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -144246.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144291.750000 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -144291.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144330.140625 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -144330.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144364.593750 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -144364.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -144393.250000 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -144393.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -144426.875000 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -144426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -144457.421875 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -144457.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -144491.843750 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -144491.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144523.515625 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -144523.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144553.093750 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -144553.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144576.859375 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -144576.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144606.640625 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -144606.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144651.828125 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -144651.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144688.328125 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -144688.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -144725.531250 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -144725.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144768.109375 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -144768.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -144810.953125 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -144811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144827.375000 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -144827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144836.828125 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -144836.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144844.359375 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -144844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144850.890625 Penalty: 2554.183838
	Iteration 28Q: 3 clusters Score -144850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -144856.343750 Penalty: 2554.183838
	Iteration 29Q: 3 clusters Score -144856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -144859.859375 Penalty: 2554.183838
	Iteration 30Q: 3 clusters Score -144859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -144862.828125 Penalty: 2554.183838
	Iteration 31Q: 3 clusters Score -144862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -144864.921875 Penalty: 2554.183838
	Iteration 32Q: 3 clusters Score -144864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -144866.921875 Penalty: 2554.183838
	Iteration 33Q: 3 clusters Score -144866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144868.796875 Penalty: 2554.183838
	Iteration 34Q: 3 clusters Score -144868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -144869.484375 Penalty: 2554.183838
	Iteration 35Q: 3 clusters Score -144869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -144869.843750 Penalty: 2554.183838
	Iteration 36Q: 3 clusters Score -144869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -144869.843750 Penalty: 2554.183838
	Iteration 37F: 3 clusters Score -144869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -194257.562500 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -194257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -191292.484375 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -191292.5 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -192344.265625 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -192344.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -192822.234375 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -192822.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -193308.031250 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -193308 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -193728.234375 Penalty: 2651.238525
	Iteration 4F: 3 clusters Score -193728.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -194049.171875 Penalty: 2651.238525
	Iteration 5F: 3 clusters Score -194049.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -194315.546875 Penalty: 2651.238525
	Iteration 6F: 3 clusters Score -194315.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -194533.078125 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -194533.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -194748.968750 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -194749 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -194879.156250 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -194879.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -194919.250000 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -194919.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -194928.031250 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -194928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -194931.406250 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -194931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -194936.093750 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -194936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -194939.031250 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -194939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -194941.859375 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -194941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -194946.718750 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -194946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -194949.765625 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -194949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -194951.718750 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -194951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -194952.593750 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -194952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -194952.593750 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -194952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26533 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20397 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65404 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 5080 members 
Mstep: Class 41 contains 2238 members 
Entering Unmasked Estep 
Score: -30947024.000000 Penalty: 88057.867188
Splitting cluster 39 changes total score from -30947192.000000 to -30947024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -306257.562500 Penalty: 1386.623291
	Iteration 0F: 2 clusters Score -306257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -302252.218750 Penalty: 2773.246582
	Iteration 0F: 3 clusters Score -302252.2 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -303396.843750 Penalty: 2773.246582
	Iteration 1F: 3 clusters Score -303396.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -303624.187500 Penalty: 2773.246582
	Iteration 2F: 3 clusters Score -303624.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -303828.156250 Penalty: 2773.246582
	Iteration 3F: 3 clusters Score -303828.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -304036.093750 Penalty: 2773.246582
	Iteration 4F: 3 clusters Score -304036.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -304237.375000 Penalty: 2773.246582
	Iteration 5F: 3 clusters Score -304237.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -304403.718750 Penalty: 2773.246582
	Iteration 6Q: 3 clusters Score -304403.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -304550.406250 Penalty: 2773.246582
	Iteration 7Q: 3 clusters Score -304550.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -304654.562500 Penalty: 2773.246582
	Iteration 8Q: 3 clusters Score -304654.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -304755.250000 Penalty: 2773.246582
	Iteration 9Q: 3 clusters Score -304755.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -304849.531250 Penalty: 2773.246582
	Iteration 10Q: 3 clusters Score -304849.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -304934.937500 Penalty: 2773.246582
	Iteration 11Q: 3 clusters Score -304934.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -305006.906250 Penalty: 2773.246582
	Iteration 12Q: 3 clusters Score -305006.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -305057.593750 Penalty: 2773.246582
	Iteration 13Q: 3 clusters Score -305057.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -305096.812500 Penalty: 2773.246582
	Iteration 14Q: 3 clusters Score -305096.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -305126.718750 Penalty: 2773.246582
	Iteration 15Q: 3 clusters Score -305126.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -305156.812500 Penalty: 2773.246582
	Iteration 16Q: 3 clusters Score -305156.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -305189.468750 Penalty: 2773.246582
	Iteration 17Q: 3 clusters Score -305189.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -305212.875000 Penalty: 2773.246582
	Iteration 18Q: 3 clusters Score -305212.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -305232.906250 Penalty: 2773.246582
	Iteration 19Q: 3 clusters Score -305232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -305245.093750 Penalty: 2773.246582
	Iteration 20F: 3 clusters Score -305245.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -305257.875000 Penalty: 2773.246582
	Iteration 21Q: 3 clusters Score -305257.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -305265.906250 Penalty: 2773.246582
	Iteration 22Q: 3 clusters Score -305265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -305269.187500 Penalty: 2773.246582
	Iteration 23Q: 3 clusters Score -305269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -305271.218750 Penalty: 2773.246582
	Iteration 24Q: 3 clusters Score -305271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -305271.906250 Penalty: 2773.246582
	Iteration 25Q: 3 clusters Score -305271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -305273.593750 Penalty: 2773.246582
	Iteration 26Q: 3 clusters Score -305273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -305274.000000 Penalty: 2773.246582
	Iteration 27Q: 3 clusters Score -305274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -305274.000000 Penalty: 2773.246582
	Iteration 28F: 3 clusters Score -305274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26533 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20397 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65404 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947176.000000 Penalty: 85910.117188
Iteration 199Q: 41 clusters Score -3.094718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 54814 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 26539 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 75495 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 20440 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 68703 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4535 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65362 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947152.000000 Penalty: 85910.117188
Iteration 200F: 41 clusters Score -3.094715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 54814 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26539 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75496 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20475 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 68704 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65331 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947144.000000 Penalty: 85910.117188
Iteration 201Q: 41 clusters Score -3.094714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 54813 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19220 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26538 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75498 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20505 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 68709 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65298 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947170.000000 Penalty: 85910.117188
Iteration 202Q: 41 clusters Score -3.094717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 54813 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26541 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 75498 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20529 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22474 members 
Mstep: Class 22 contains 68711 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65275 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947252.000000 Penalty: 85910.117188
Iteration 203Q: 41 clusters Score -3.094725e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 54813 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19217 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26542 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 75501 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20559 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 68712 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65245 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947226.000000 Penalty: 85910.117188
Iteration 204Q: 41 clusters Score -3.094723e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 54811 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19217 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26545 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 75502 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20589 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22465 members 
Mstep: Class 22 contains 68715 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1064 members 
Mstep: Class 30 contains 65213 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947264.000000 Penalty: 85910.117188
Iteration 205Q: 41 clusters Score -3.094726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 54810 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 75502 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20611 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5927 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 68717 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1064 members 
Mstep: Class 30 contains 65186 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 5033 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947266.000000 Penalty: 85910.117188
Iteration 206Q: 41 clusters Score -3.094727e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 54810 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 26551 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75505 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20632 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5926 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 68718 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65161 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947244.000000 Penalty: 85910.117188
Iteration 207Q: 41 clusters Score -3.094724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54810 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 26547 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75508 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20656 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5927 members 
Mstep: Class 21 contains 22460 members 
Mstep: Class 22 contains 68719 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65143 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947238.000000 Penalty: 85910.117188
Iteration 208Q: 41 clusters Score -3.094724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54807 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19211 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26547 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75514 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20680 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68721 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65120 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5300 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947254.000000 Penalty: 85910.117188
Iteration 209Q: 41 clusters Score -3.094725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54806 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19212 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26548 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75515 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 20690 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68723 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65105 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5035 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947246.000000 Penalty: 85910.117188
Iteration 210Q: 41 clusters Score -3.094725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54805 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 26550 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75516 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 20704 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68722 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65088 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5036 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947284.000000 Penalty: 85910.117188
Iteration 211Q: 41 clusters Score -3.094728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54805 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26550 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75517 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 20720 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68723 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65071 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5037 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947320.000000 Penalty: 85910.117188
Iteration 212Q: 41 clusters Score -3.094732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54804 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75518 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20733 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68721 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65059 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5038 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947296.000000 Penalty: 85910.117188
Iteration 213Q: 41 clusters Score -3.09473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54804 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75518 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20742 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 68721 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65048 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5039 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947258.000000 Penalty: 85910.117188
Iteration 214Q: 41 clusters Score -3.094726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9254 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54804 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75519 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20753 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 68720 members 
Mstep: Class 23 contains 80651 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65034 members 
Mstep: Class 31 contains 1782 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947280.000000 Penalty: 85910.117188
Iteration 215Q: 41 clusters Score -3.094728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54803 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26547 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20768 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68722 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65022 members 
Mstep: Class 31 contains 1782 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947272.000000 Penalty: 85910.117188
Iteration 216Q: 41 clusters Score -3.094727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54802 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26548 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 22451 members 
Mstep: Class 22 contains 68724 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65011 members 
Mstep: Class 31 contains 1782 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947280.000000 Penalty: 85910.117188
Iteration 217Q: 41 clusters Score -3.094728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54802 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75522 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20788 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 68727 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4518 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 65001 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947280.000000 Penalty: 85910.117188
Iteration 218Q: 41 clusters Score -3.094728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54800 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26548 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20796 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 68733 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4516 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 64990 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947274.000000 Penalty: 85910.117188
Iteration 219Q: 41 clusters Score -3.094727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54799 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26548 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75523 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20814 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22447 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4514 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 64973 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947292.000000 Penalty: 85910.117188
Iteration 220F: 41 clusters Score -3.094729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54799 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75522 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20834 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22444 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1540 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 64955 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947316.000000 Penalty: 85910.117188
Iteration 221Q: 41 clusters Score -3.094732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20846 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22447 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1540 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 64945 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947322.000000 Penalty: 85910.117188
Iteration 222Q: 41 clusters Score -3.094732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 26550 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20854 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 68734 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 64936 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947306.000000 Penalty: 85910.117188
Iteration 223Q: 41 clusters Score -3.094731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 26550 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20859 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64930 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947298.000000 Penalty: 85910.117188
Iteration 224Q: 41 clusters Score -3.09473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 26550 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20865 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4505 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 64924 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947286.000000 Penalty: 85910.117188
Iteration 225Q: 41 clusters Score -3.094729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 26552 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20871 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64916 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5297 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947286.000000 Penalty: 85910.117188
Iteration 226Q: 41 clusters Score -3.094729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 26552 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20881 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64902 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947296.000000 Penalty: 85910.117188
Iteration 227Q: 41 clusters Score -3.09473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54798 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 26553 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20893 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64889 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947308.000000 Penalty: 85910.117188
Iteration 228Q: 41 clusters Score -3.094731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26553 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20906 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68733 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4502 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64882 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2264 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947300.000000 Penalty: 85910.117188
Iteration 229Q: 41 clusters Score -3.09473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26554 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20915 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68732 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4500 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64876 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947294.000000 Penalty: 85910.117188
Iteration 230Q: 41 clusters Score -3.094729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26556 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20922 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68734 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4500 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64865 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947286.000000 Penalty: 85910.117188
Iteration 231Q: 41 clusters Score -3.094729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26557 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75521 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20927 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4499 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64857 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947282.000000 Penalty: 85910.117188
Iteration 232Q: 41 clusters Score -3.094728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26558 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20934 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4499 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64850 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947276.000000 Penalty: 85910.117188
Iteration 233Q: 41 clusters Score -3.094728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20938 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4499 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64845 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947276.000000 Penalty: 85910.117188
Iteration 234Q: 41 clusters Score -3.094728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54797 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20941 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22460 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4500 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64841 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947280.000000 Penalty: 85910.117188
Iteration 235Q: 41 clusters Score -3.094728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20946 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22461 members 
Mstep: Class 22 contains 68734 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64834 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947290.000000 Penalty: 85910.117188
Iteration 236Q: 41 clusters Score -3.094729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20951 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22460 members 
Mstep: Class 22 contains 68733 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64830 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947308.000000 Penalty: 85910.117188
Iteration 237Q: 41 clusters Score -3.094731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20954 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22459 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64827 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947268.000000 Penalty: 85910.117188
Iteration 238Q: 41 clusters Score -3.094727e+07 nChanged 5
Entering ConstructFrom: 
Score: -30947268.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -211500.234375 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -211500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -208448.250000 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -208448.2 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -209170.687500 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -209170.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -209353.843750 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -209353.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -209479.890625 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -209479.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -209589.453125 Penalty: 2654.204834
	Iteration 4Q: 3 clusters Score -209589.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -209674.468750 Penalty: 2654.204834
	Iteration 5Q: 3 clusters Score -209674.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -209740.609375 Penalty: 2654.204834
	Iteration 6Q: 3 clusters Score -209740.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -209799.578125 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -209799.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -209853.906250 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -209853.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -209894.765625 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -209894.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -209915.156250 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -209915.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -209930.750000 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -209930.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -209940.937500 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -209940.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -209946.328125 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -209946.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -209950.531250 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -209950.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -209955.562500 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -209955.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -209960.031250 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -209960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -209963.296875 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -209963.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -209966.609375 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -209966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -209969.812500 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -209969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -209971.453125 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -209971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -209972.171875 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -209972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -209973.406250 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -209973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -209974.468750 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -209974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -209974.578125 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -209974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -209975.343750 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -209975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -209976.328125 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -209976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -209976.812500 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -209976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -209977.359375 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -209977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -209977.484375 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -209977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -209977.484375 Penalty: 2654.204834
	Iteration 30F: 3 clusters Score -209977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -379151.062500 Penalty: 1426.227417
	Iteration 0F: 2 clusters Score -379151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -374218.437500 Penalty: 2852.454834
	Iteration 0F: 3 clusters Score -374218.4 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -375678.781250 Penalty: 2852.454834
	Iteration 1F: 3 clusters Score -375678.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -375885.500000 Penalty: 2852.454834
	Iteration 2F: 3 clusters Score -375885.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -376055.093750 Penalty: 2852.454834
	Iteration 3F: 3 clusters Score -376055.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -376189.218750 Penalty: 2852.454834
	Iteration 4Q: 3 clusters Score -376189.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -376302.906250 Penalty: 2852.454834
	Iteration 5Q: 3 clusters Score -376302.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -376426.312500 Penalty: 2852.454834
	Iteration 6Q: 3 clusters Score -376426.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -376578.468750 Penalty: 2852.454834
	Iteration 7Q: 3 clusters Score -376578.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -376723.781250 Penalty: 2852.454834
	Iteration 8Q: 3 clusters Score -376723.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -376877.062500 Penalty: 2852.454834
	Iteration 9Q: 3 clusters Score -376877.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -377002.687500 Penalty: 2852.454834
	Iteration 10Q: 3 clusters Score -377002.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -377119.562500 Penalty: 2852.454834
	Iteration 11Q: 3 clusters Score -377119.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -377239.468750 Penalty: 2852.454834
	Iteration 12Q: 3 clusters Score -377239.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -377339.687500 Penalty: 2852.454834
	Iteration 13Q: 3 clusters Score -377339.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -377427.250000 Penalty: 2852.454834
	Iteration 14Q: 3 clusters Score -377427.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -377513.250000 Penalty: 2852.454834
	Iteration 15Q: 3 clusters Score -377513.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -377579.312500 Penalty: 2852.454834
	Iteration 16Q: 3 clusters Score -377579.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -377630.156250 Penalty: 2852.454834
	Iteration 17Q: 3 clusters Score -377630.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -377680.718750 Penalty: 2852.454834
	Iteration 18Q: 3 clusters Score -377680.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -377713.468750 Penalty: 2852.454834
	Iteration 19Q: 3 clusters Score -377713.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -377740.125000 Penalty: 2852.454834
	Iteration 20F: 3 clusters Score -377740.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -377767.656250 Penalty: 2852.454834
	Iteration 21Q: 3 clusters Score -377767.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -377791.468750 Penalty: 2852.454834
	Iteration 22Q: 3 clusters Score -377791.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -377817.187500 Penalty: 2852.454834
	Iteration 23Q: 3 clusters Score -377817.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -377844.750000 Penalty: 2852.454834
	Iteration 24Q: 3 clusters Score -377844.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -377864.062500 Penalty: 2852.454834
	Iteration 25Q: 3 clusters Score -377864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -377877.062500 Penalty: 2852.454834
	Iteration 26Q: 3 clusters Score -377877.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -377893.906250 Penalty: 2852.454834
	Iteration 27Q: 3 clusters Score -377893.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -377912.093750 Penalty: 2852.454834
	Iteration 28Q: 3 clusters Score -377912.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -377925.031250 Penalty: 2852.454834
	Iteration 29Q: 3 clusters Score -377925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -377933.625000 Penalty: 2852.454834
	Iteration 30Q: 3 clusters Score -377933.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -377944.250000 Penalty: 2852.454834
	Iteration 31Q: 3 clusters Score -377944.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -377957.156250 Penalty: 2852.454834
	Iteration 32Q: 3 clusters Score -377957.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -377968.125000 Penalty: 2852.454834
	Iteration 33Q: 3 clusters Score -377968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -377973.875000 Penalty: 2852.454834
	Iteration 34Q: 3 clusters Score -377973.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -377984.687500 Penalty: 2852.454834
	Iteration 35Q: 3 clusters Score -377984.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -377992.000000 Penalty: 2852.454834
	Iteration 36Q: 3 clusters Score -377992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -377999.125000 Penalty: 2852.454834
	Iteration 37Q: 3 clusters Score -377999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -378005.593750 Penalty: 2852.454834
	Iteration 38Q: 3 clusters Score -378005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -378008.906250 Penalty: 2852.454834
	Iteration 39Q: 3 clusters Score -378008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -378010.656250 Penalty: 2852.454834
	Iteration 40F: 3 clusters Score -378010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -378012.375000 Penalty: 2852.454834
	Iteration 41Q: 3 clusters Score -378012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -378012.812500 Penalty: 2852.454834
	Iteration 42Q: 3 clusters Score -378012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -378014.406250 Penalty: 2852.454834
	Iteration 43Q: 3 clusters Score -378014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -378017.093750 Penalty: 2852.454834
	Iteration 44Q: 3 clusters Score -378017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -378018.250000 Penalty: 2852.454834
	Iteration 45Q: 3 clusters Score -378018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -378018.937500 Penalty: 2852.454834
	Iteration 46Q: 3 clusters Score -378018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -378021.812500 Penalty: 2852.454834
	Iteration 47Q: 3 clusters Score -378021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -378025.468750 Penalty: 2852.454834
	Iteration 48Q: 3 clusters Score -378025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -378026.625000 Penalty: 2852.454834
	Iteration 49Q: 3 clusters Score -378026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -378028.812500 Penalty: 2852.454834
	Iteration 50Q: 3 clusters Score -378028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -378029.656250 Penalty: 2852.454834
	Iteration 51Q: 3 clusters Score -378029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -378029.562500 Penalty: 2852.454834
	Iteration 52Q: 3 clusters Score -378029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -378030.031250 Penalty: 2852.454834
	Iteration 53Q: 3 clusters Score -378030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -378031.187500 Penalty: 2852.454834
	Iteration 54Q: 3 clusters Score -378031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -378034.062500 Penalty: 2852.454834
	Iteration 55Q: 3 clusters Score -378034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -378035.156250 Penalty: 2852.454834
	Iteration 56Q: 3 clusters Score -378035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -378034.781250 Penalty: 2852.454834
	Iteration 57Q: 3 clusters Score -378034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -378035.437500 Penalty: 2852.454834
	Iteration 58Q: 3 clusters Score -378035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -378035.437500 Penalty: 2852.454834
	Iteration 59F: 3 clusters Score -378035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -481944.718750 Penalty: 1484.064209
	Iteration 0F: 2 clusters Score -481944.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -475259.750000 Penalty: 2968.128418
	Iteration 0F: 3 clusters Score -475259.8 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -477568.562500 Penalty: 2968.128418
	Iteration 1F: 3 clusters Score -477568.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -478074.718750 Penalty: 2968.128418
	Iteration 2F: 3 clusters Score -478074.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -478664.312500 Penalty: 2968.128418
	Iteration 3F: 3 clusters Score -478664.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -479207.218750 Penalty: 2968.128418
	Iteration 4F: 3 clusters Score -479207.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -479674.500000 Penalty: 2968.128418
	Iteration 5F: 3 clusters Score -479674.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -480025.750000 Penalty: 2968.128418
	Iteration 6F: 3 clusters Score -480025.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -480274.000000 Penalty: 2968.128418
	Iteration 7Q: 3 clusters Score -480274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -480441.437500 Penalty: 2968.128418
	Iteration 8Q: 3 clusters Score -480441.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -480555.937500 Penalty: 2968.128418
	Iteration 9Q: 3 clusters Score -480555.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -480638.718750 Penalty: 2968.128418
	Iteration 10Q: 3 clusters Score -480638.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -480697.531250 Penalty: 2968.128418
	Iteration 11Q: 3 clusters Score -480697.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -480742.187500 Penalty: 2968.128418
	Iteration 12Q: 3 clusters Score -480742.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -480780.812500 Penalty: 2968.128418
	Iteration 13Q: 3 clusters Score -480780.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -480811.218750 Penalty: 2968.128418
	Iteration 14Q: 3 clusters Score -480811.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -480840.437500 Penalty: 2968.128418
	Iteration 15Q: 3 clusters Score -480840.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -480876.468750 Penalty: 2968.128418
	Iteration 16Q: 3 clusters Score -480876.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -480919.468750 Penalty: 2968.128418
	Iteration 17Q: 3 clusters Score -480919.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -480968.156250 Penalty: 2968.128418
	Iteration 18Q: 3 clusters Score -480968.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -481016.562500 Penalty: 2968.128418
	Iteration 19Q: 3 clusters Score -481016.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -481066.937500 Penalty: 2968.128418
	Iteration 20F: 3 clusters Score -481066.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -481119.000000 Penalty: 2968.128418
	Iteration 21Q: 3 clusters Score -481119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -481169.281250 Penalty: 2968.128418
	Iteration 22Q: 3 clusters Score -481169.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -481216.156250 Penalty: 2968.128418
	Iteration 23Q: 3 clusters Score -481216.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -481272.218750 Penalty: 2968.128418
	Iteration 24Q: 3 clusters Score -481272.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -481331.468750 Penalty: 2968.128418
	Iteration 25Q: 3 clusters Score -481331.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -481371.468750 Penalty: 2968.128418
	Iteration 26Q: 3 clusters Score -481371.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -481414.718750 Penalty: 2968.128418
	Iteration 27Q: 3 clusters Score -481414.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -481449.875000 Penalty: 2968.128418
	Iteration 28Q: 3 clusters Score -481449.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -481481.343750 Penalty: 2968.128418
	Iteration 29Q: 3 clusters Score -481481.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -481504.812500 Penalty: 2968.128418
	Iteration 30Q: 3 clusters Score -481504.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -481531.625000 Penalty: 2968.128418
	Iteration 31Q: 3 clusters Score -481531.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -481563.593750 Penalty: 2968.128418
	Iteration 32Q: 3 clusters Score -481563.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -481607.562500 Penalty: 2968.128418
	Iteration 33Q: 3 clusters Score -481607.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -481680.781250 Penalty: 2968.128418
	Iteration 34Q: 3 clusters Score -481680.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -481765.406250 Penalty: 2968.128418
	Iteration 35Q: 3 clusters Score -481765.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -481837.718750 Penalty: 2968.128418
	Iteration 36Q: 3 clusters Score -481837.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -481890.718750 Penalty: 2968.128418
	Iteration 37Q: 3 clusters Score -481890.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -481917.656250 Penalty: 2968.128418
	Iteration 38Q: 3 clusters Score -481917.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -481933.218750 Penalty: 2968.128418
	Iteration 39Q: 3 clusters Score -481933.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -481942.687500 Penalty: 2968.128418
	Iteration 40F: 3 clusters Score -481942.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -481948.343750 Penalty: 2968.128418
	Iteration 41Q: 3 clusters Score -481948.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -481951.531250 Penalty: 2968.128418
	Iteration 42Q: 3 clusters Score -481951.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -481954.281250 Penalty: 2968.128418
	Iteration 43Q: 3 clusters Score -481954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -481954.375000 Penalty: 2968.128418
	Iteration 44Q: 3 clusters Score -481954.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -481957.500000 Penalty: 2968.128418
	Iteration 45Q: 3 clusters Score -481957.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -481958.750000 Penalty: 2968.128418
	Iteration 46Q: 3 clusters Score -481958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -481962.781250 Penalty: 2968.128418
	Iteration 47Q: 3 clusters Score -481962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -481966.156250 Penalty: 2968.128418
	Iteration 48Q: 3 clusters Score -481966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -481970.906250 Penalty: 2968.128418
	Iteration 49Q: 3 clusters Score -481970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -481974.125000 Penalty: 2968.128418
	Iteration 50Q: 3 clusters Score -481974.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -481974.656250 Penalty: 2968.128418
	Iteration 51Q: 3 clusters Score -481974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -481976.000000 Penalty: 2968.128418
	Iteration 52Q: 3 clusters Score -481976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -481978.062500 Penalty: 2968.128418
	Iteration 53Q: 3 clusters Score -481978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481979.156250 Penalty: 2968.128418
	Iteration 54Q: 3 clusters Score -481979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -481979.437500 Penalty: 2968.128418
	Iteration 55Q: 3 clusters Score -481979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -481979.531250 Penalty: 2968.128418
	Iteration 56Q: 3 clusters Score -481979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -481978.750000 Penalty: 2968.128418
	Iteration 57Q: 3 clusters Score -481978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481979.562500 Penalty: 2968.128418
	Iteration 58Q: 3 clusters Score -481979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -481978.812500 Penalty: 2968.128418
	Iteration 59Q: 3 clusters Score -481978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481979.031250 Penalty: 2968.128418
	Iteration 60F: 3 clusters Score -481979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64825 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Mstep: Class 41 contains 1966 members 
Entering Unmasked Estep 
Score: -30946558.000000 Penalty: 88057.867188
Splitting cluster 3 changes total score from -30947268.000000 to -30946558.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -213865.109375 Penalty: 1331.786621
	Iteration 0F: 2 clusters Score -213865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -210736.390625 Penalty: 2663.573242
	Iteration 0F: 3 clusters Score -210736.4 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -211558.406250 Penalty: 2663.573242
	Iteration 1F: 3 clusters Score -211558.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -211830.328125 Penalty: 2663.573242
	Iteration 2F: 3 clusters Score -211830.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212116.421875 Penalty: 2663.573242
	Iteration 3F: 3 clusters Score -212116.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -212384.640625 Penalty: 2663.573242
	Iteration 4F: 3 clusters Score -212384.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -212632.437500 Penalty: 2663.573242
	Iteration 5F: 3 clusters Score -212632.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -212814.531250 Penalty: 2663.573242
	Iteration 6F: 3 clusters Score -212814.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -212964.343750 Penalty: 2663.573242
	Iteration 7Q: 3 clusters Score -212964.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -213085.375000 Penalty: 2663.573242
	Iteration 8Q: 3 clusters Score -213085.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213190.093750 Penalty: 2663.573242
	Iteration 9Q: 3 clusters Score -213190.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -213250.437500 Penalty: 2663.573242
	Iteration 10Q: 3 clusters Score -213250.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -213280.765625 Penalty: 2663.573242
	Iteration 11Q: 3 clusters Score -213280.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -213297.734375 Penalty: 2663.573242
	Iteration 12Q: 3 clusters Score -213297.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -213306.656250 Penalty: 2663.573242
	Iteration 13Q: 3 clusters Score -213306.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -213313.703125 Penalty: 2663.573242
	Iteration 14Q: 3 clusters Score -213313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -213318.250000 Penalty: 2663.573242
	Iteration 15Q: 3 clusters Score -213318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -213320.734375 Penalty: 2663.573242
	Iteration 16Q: 3 clusters Score -213320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -213321.296875 Penalty: 2663.573242
	Iteration 17Q: 3 clusters Score -213321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -213321.578125 Penalty: 2663.573242
	Iteration 18Q: 3 clusters Score -213321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -213321.578125 Penalty: 2663.573242
	Iteration 19F: 3 clusters Score -213321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Entering Unmasked Estep 
Score: -3316577.250000 Penalty: 1773.098022
	Iteration 0F: 2 clusters Score -3316577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3279942.750000 Penalty: 3546.196045
	Iteration 0F: 3 clusters Score -3279943 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3294614.000000 Penalty: 3546.196045
	Iteration 1F: 3 clusters Score -3294614 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3295167.500000 Penalty: 3546.196045
	Iteration 2Q: 3 clusters Score -3295168 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3295841.500000 Penalty: 3546.196045
	Iteration 3Q: 3 clusters Score -3295842 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3296828.000000 Penalty: 3546.196045
	Iteration 4Q: 3 clusters Score -3296828 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3298154.750000 Penalty: 3546.196045
	Iteration 5F: 3 clusters Score -3298155 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3299790.500000 Penalty: 3546.196045
	Iteration 6F: 3 clusters Score -3299790 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3301470.000000 Penalty: 3546.196045
	Iteration 7F: 3 clusters Score -3301470 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3302923.250000 Penalty: 3546.196045
	Iteration 8F: 3 clusters Score -3302923 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3303995.750000 Penalty: 3546.196045
	Iteration 9Q: 3 clusters Score -3303996 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3304708.000000 Penalty: 3546.196045
	Iteration 10Q: 3 clusters Score -3304708 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3305225.000000 Penalty: 3546.196045
	Iteration 11Q: 3 clusters Score -3305225 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3305599.250000 Penalty: 3546.196045
	Iteration 12Q: 3 clusters Score -3305599 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3305913.250000 Penalty: 3546.196045
	Iteration 13Q: 3 clusters Score -3305913 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3306212.500000 Penalty: 3546.196045
	Iteration 14Q: 3 clusters Score -3306212 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3306517.250000 Penalty: 3546.196045
	Iteration 15Q: 3 clusters Score -3306517 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3306845.250000 Penalty: 3546.196045
	Iteration 16Q: 3 clusters Score -3306845 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3307342.750000 Penalty: 3546.196045
	Iteration 17Q: 3 clusters Score -3307343 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3307951.750000 Penalty: 3546.196045
	Iteration 18Q: 3 clusters Score -3307952 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3308693.750000 Penalty: 3546.196045
	Iteration 19Q: 3 clusters Score -3308694 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3309598.000000 Penalty: 3546.196045
	Iteration 20F: 3 clusters Score -3309598 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3310626.500000 Penalty: 3546.196045
	Iteration 21Q: 3 clusters Score -3310626 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3311623.000000 Penalty: 3546.196045
	Iteration 22Q: 3 clusters Score -3311623 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3312571.250000 Penalty: 3546.196045
	Iteration 23Q: 3 clusters Score -3312571 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3313390.500000 Penalty: 3546.196045
	Iteration 24Q: 3 clusters Score -3313390 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3314021.000000 Penalty: 3546.196045
	Iteration 25Q: 3 clusters Score -3314021 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3314427.000000 Penalty: 3546.196045
	Iteration 26Q: 3 clusters Score -3314427 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3314661.250000 Penalty: 3546.196045
	Iteration 27Q: 3 clusters Score -3314661 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3314808.000000 Penalty: 3546.196045
	Iteration 28Q: 3 clusters Score -3314808 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3314907.750000 Penalty: 3546.196045
	Iteration 29Q: 3 clusters Score -3314908 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3314989.750000 Penalty: 3546.196045
	Iteration 30Q: 3 clusters Score -3314990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3315026.000000 Penalty: 3546.196045
	Iteration 31Q: 3 clusters Score -3315026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3315051.000000 Penalty: 3546.196045
	Iteration 32Q: 3 clusters Score -3315051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3315073.000000 Penalty: 3546.196045
	Iteration 33Q: 3 clusters Score -3315073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3315096.750000 Penalty: 3546.196045
	Iteration 34Q: 3 clusters Score -3315097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3315108.250000 Penalty: 3546.196045
	Iteration 35Q: 3 clusters Score -3315108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3315121.500000 Penalty: 3546.196045
	Iteration 36Q: 3 clusters Score -3315122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3315134.000000 Penalty: 3546.196045
	Iteration 37Q: 3 clusters Score -3315134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3315137.750000 Penalty: 3546.196045
	Iteration 38Q: 3 clusters Score -3315138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3315153.750000 Penalty: 3546.196045
	Iteration 39Q: 3 clusters Score -3315154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3315163.500000 Penalty: 3546.196045
	Iteration 40F: 3 clusters Score -3315164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3315164.750000 Penalty: 3546.196045
	Iteration 41Q: 3 clusters Score -3315165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3315168.250000 Penalty: 3546.196045
	Iteration 42Q: 3 clusters Score -3315168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3315178.750000 Penalty: 3546.196045
	Iteration 43Q: 3 clusters Score -3315179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3315180.250000 Penalty: 3546.196045
	Iteration 44Q: 3 clusters Score -3315180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3315182.750000 Penalty: 3546.196045
	Iteration 45Q: 3 clusters Score -3315183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3315183.250000 Penalty: 3546.196045
	Iteration 46Q: 3 clusters Score -3315183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3315189.000000 Penalty: 3546.196045
	Iteration 47Q: 3 clusters Score -3315189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3315193.750000 Penalty: 3546.196045
	Iteration 48Q: 3 clusters Score -3315194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3315196.750000 Penalty: 3546.196045
	Iteration 49Q: 3 clusters Score -3315197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3315197.000000 Penalty: 3546.196045
	Iteration 50Q: 3 clusters Score -3315197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3315197.000000 Penalty: 3546.196045
	Iteration 51F: 3 clusters Score -3315197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -689730.687500 Penalty: 1518.385254
	Iteration 0F: 2 clusters Score -689730.7 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 5759 members 
Entering Unmasked Estep 
Score: -681695.500000 Penalty: 3036.770508
	Iteration 0F: 3 clusters Score -681695.5 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -684263.312500 Penalty: 3036.770508
	Iteration 1F: 3 clusters Score -684263.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -684513.937500 Penalty: 3036.770508
	Iteration 2F: 3 clusters Score -684513.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -684706.437500 Penalty: 3036.770508
	Iteration 3Q: 3 clusters Score -684706.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -684842.187500 Penalty: 3036.770508
	Iteration 4Q: 3 clusters Score -684842.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -684955.937500 Penalty: 3036.770508
	Iteration 5Q: 3 clusters Score -684955.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -685057.500000 Penalty: 3036.770508
	Iteration 6Q: 3 clusters Score -685057.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -685157.812500 Penalty: 3036.770508
	Iteration 7Q: 3 clusters Score -685157.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -685254.062500 Penalty: 3036.770508
	Iteration 8Q: 3 clusters Score -685254.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -685376.250000 Penalty: 3036.770508
	Iteration 9Q: 3 clusters Score -685376.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -685572.812500 Penalty: 3036.770508
	Iteration 10Q: 3 clusters Score -685572.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -685798.312500 Penalty: 3036.770508
	Iteration 11Q: 3 clusters Score -685798.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -686040.875000 Penalty: 3036.770508
	Iteration 12Q: 3 clusters Score -686040.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -686338.187500 Penalty: 3036.770508
	Iteration 13Q: 3 clusters Score -686338.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -686723.812500 Penalty: 3036.770508
	Iteration 14Q: 3 clusters Score -686723.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -687083.750000 Penalty: 3036.770508
	Iteration 15Q: 3 clusters Score -687083.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -687376.312500 Penalty: 3036.770508
	Iteration 16Q: 3 clusters Score -687376.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -687561.437500 Penalty: 3036.770508
	Iteration 17Q: 3 clusters Score -687561.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -687703.625000 Penalty: 3036.770508
	Iteration 18Q: 3 clusters Score -687703.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -687823.375000 Penalty: 3036.770508
	Iteration 19Q: 3 clusters Score -687823.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -687936.500000 Penalty: 3036.770508
	Iteration 20F: 3 clusters Score -687936.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -688023.500000 Penalty: 3036.770508
	Iteration 21Q: 3 clusters Score -688023.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -688093.062500 Penalty: 3036.770508
	Iteration 22Q: 3 clusters Score -688093.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -688155.125000 Penalty: 3036.770508
	Iteration 23Q: 3 clusters Score -688155.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -688203.812500 Penalty: 3036.770508
	Iteration 24Q: 3 clusters Score -688203.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -688250.000000 Penalty: 3036.770508
	Iteration 25Q: 3 clusters Score -688250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -688288.625000 Penalty: 3036.770508
	Iteration 26Q: 3 clusters Score -688288.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -688323.750000 Penalty: 3036.770508
	Iteration 27Q: 3 clusters Score -688323.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -688350.812500 Penalty: 3036.770508
	Iteration 28Q: 3 clusters Score -688350.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -688377.500000 Penalty: 3036.770508
	Iteration 29Q: 3 clusters Score -688377.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -688398.562500 Penalty: 3036.770508
	Iteration 30Q: 3 clusters Score -688398.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -688417.125000 Penalty: 3036.770508
	Iteration 31Q: 3 clusters Score -688417.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -688439.875000 Penalty: 3036.770508
	Iteration 32Q: 3 clusters Score -688439.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -688459.000000 Penalty: 3036.770508
	Iteration 33Q: 3 clusters Score -688459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -688477.437500 Penalty: 3036.770508
	Iteration 34Q: 3 clusters Score -688477.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -688498.750000 Penalty: 3036.770508
	Iteration 35Q: 3 clusters Score -688498.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -688513.125000 Penalty: 3036.770508
	Iteration 36Q: 3 clusters Score -688513.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -688529.000000 Penalty: 3036.770508
	Iteration 37Q: 3 clusters Score -688529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -688539.625000 Penalty: 3036.770508
	Iteration 38Q: 3 clusters Score -688539.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -688550.750000 Penalty: 3036.770508
	Iteration 39Q: 3 clusters Score -688550.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -688556.562500 Penalty: 3036.770508
	Iteration 40F: 3 clusters Score -688556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -688560.312500 Penalty: 3036.770508
	Iteration 41Q: 3 clusters Score -688560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -688563.125000 Penalty: 3036.770508
	Iteration 42Q: 3 clusters Score -688563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -688565.000000 Penalty: 3036.770508
	Iteration 43Q: 3 clusters Score -688565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -688565.687500 Penalty: 3036.770508
	Iteration 44Q: 3 clusters Score -688565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -688566.187500 Penalty: 3036.770508
	Iteration 45Q: 3 clusters Score -688566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -688567.875000 Penalty: 3036.770508
	Iteration 46Q: 3 clusters Score -688567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -688568.187500 Penalty: 3036.770508
	Iteration 47Q: 3 clusters Score -688568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -688568.500000 Penalty: 3036.770508
	Iteration 48Q: 3 clusters Score -688568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -688569.500000 Penalty: 3036.770508
	Iteration 49Q: 3 clusters Score -688569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -688572.625000 Penalty: 3036.770508
	Iteration 50Q: 3 clusters Score -688572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -688573.687500 Penalty: 3036.770508
	Iteration 51Q: 3 clusters Score -688573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -688575.687500 Penalty: 3036.770508
	Iteration 52Q: 3 clusters Score -688575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -688575.000000 Penalty: 3036.770508
	Iteration 53Q: 3 clusters Score -688575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -688577.312500 Penalty: 3036.770508
	Iteration 54Q: 3 clusters Score -688577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -688578.437500 Penalty: 3036.770508
	Iteration 55Q: 3 clusters Score -688578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -688580.500000 Penalty: 3036.770508
	Iteration 56Q: 3 clusters Score -688580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -688581.562500 Penalty: 3036.770508
	Iteration 57Q: 3 clusters Score -688581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -688581.437500 Penalty: 3036.770508
	Iteration 58Q: 3 clusters Score -688581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -688581.437500 Penalty: 3036.770508
	Iteration 59F: 3 clusters Score -688581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Entering Unmasked Estep 
Score: -1154821.750000 Penalty: 1602.801636
	Iteration 0F: 2 clusters Score -1154822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1141741.750000 Penalty: 3205.603271
	Iteration 0F: 3 clusters Score -1141742 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1146360.500000 Penalty: 3205.603271
	Iteration 1F: 3 clusters Score -1146360 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1146791.375000 Penalty: 3205.603271
	Iteration 2F: 3 clusters Score -1146791 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1147285.625000 Penalty: 3205.603271
	Iteration 3F: 3 clusters Score -1147286 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1147910.750000 Penalty: 3205.603271
	Iteration 4F: 3 clusters Score -1147911 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1148676.750000 Penalty: 3205.603271
	Iteration 5F: 3 clusters Score -1148677 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1149526.125000 Penalty: 3205.603271
	Iteration 6F: 3 clusters Score -1149526 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1150327.625000 Penalty: 3205.603271
	Iteration 7F: 3 clusters Score -1150328 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1150951.000000 Penalty: 3205.603271
	Iteration 8Q: 3 clusters Score -1150951 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1151423.500000 Penalty: 3205.603271
	Iteration 9Q: 3 clusters Score -1151424 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1151792.500000 Penalty: 3205.603271
	Iteration 10Q: 3 clusters Score -1151792 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1152114.625000 Penalty: 3205.603271
	Iteration 11Q: 3 clusters Score -1152115 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1152386.250000 Penalty: 3205.603271
	Iteration 12Q: 3 clusters Score -1152386 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1152599.375000 Penalty: 3205.603271
	Iteration 13Q: 3 clusters Score -1152599 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1152790.000000 Penalty: 3205.603271
	Iteration 14Q: 3 clusters Score -1152790 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1152963.500000 Penalty: 3205.603271
	Iteration 15Q: 3 clusters Score -1152964 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1153106.000000 Penalty: 3205.603271
	Iteration 16Q: 3 clusters Score -1153106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1153211.750000 Penalty: 3205.603271
	Iteration 17Q: 3 clusters Score -1153212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1153287.375000 Penalty: 3205.603271
	Iteration 18Q: 3 clusters Score -1153287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1153346.125000 Penalty: 3205.603271
	Iteration 19Q: 3 clusters Score -1153346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1153387.875000 Penalty: 3205.603271
	Iteration 20F: 3 clusters Score -1153388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1153410.250000 Penalty: 3205.603271
	Iteration 21Q: 3 clusters Score -1153410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1153430.250000 Penalty: 3205.603271
	Iteration 22Q: 3 clusters Score -1153430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1153439.875000 Penalty: 3205.603271
	Iteration 23Q: 3 clusters Score -1153440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1153444.750000 Penalty: 3205.603271
	Iteration 24Q: 3 clusters Score -1153445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1153449.375000 Penalty: 3205.603271
	Iteration 25Q: 3 clusters Score -1153449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1153452.875000 Penalty: 3205.603271
	Iteration 26Q: 3 clusters Score -1153453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1153457.500000 Penalty: 3205.603271
	Iteration 27Q: 3 clusters Score -1153458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1153459.375000 Penalty: 3205.603271
	Iteration 28Q: 3 clusters Score -1153459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1153460.375000 Penalty: 3205.603271
	Iteration 29Q: 3 clusters Score -1153460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1153463.750000 Penalty: 3205.603271
	Iteration 30Q: 3 clusters Score -1153464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1153466.000000 Penalty: 3205.603271
	Iteration 31Q: 3 clusters Score -1153466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1153465.625000 Penalty: 3205.603271
	Iteration 32Q: 3 clusters Score -1153466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1153468.000000 Penalty: 3205.603271
	Iteration 33Q: 3 clusters Score -1153468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1153468.250000 Penalty: 3205.603271
	Iteration 34Q: 3 clusters Score -1153468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1153469.250000 Penalty: 3205.603271
	Iteration 35Q: 3 clusters Score -1153469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1153467.875000 Penalty: 3205.603271
	Iteration 36Q: 3 clusters Score -1153468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1153467.875000 Penalty: 3205.603271
	Iteration 37F: 3 clusters Score -1153468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -204532.312500 Penalty: 1333.170410
	Iteration 0F: 2 clusters Score -204532.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -201472.718750 Penalty: 2666.340820
	Iteration 0F: 3 clusters Score -201472.7 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -202563.671875 Penalty: 2666.340820
	Iteration 1F: 3 clusters Score -202563.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -203018.515625 Penalty: 2666.340820
	Iteration 2F: 3 clusters Score -203018.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -203299.500000 Penalty: 2666.340820
	Iteration 3F: 3 clusters Score -203299.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -203475.671875 Penalty: 2666.340820
	Iteration 4F: 3 clusters Score -203475.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -203593.609375 Penalty: 2666.340820
	Iteration 5Q: 3 clusters Score -203593.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -203669.109375 Penalty: 2666.340820
	Iteration 6Q: 3 clusters Score -203669.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -203716.812500 Penalty: 2666.340820
	Iteration 7Q: 3 clusters Score -203716.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -203749.296875 Penalty: 2666.340820
	Iteration 8Q: 3 clusters Score -203749.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -203765.796875 Penalty: 2666.340820
	Iteration 9Q: 3 clusters Score -203765.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -203774.468750 Penalty: 2666.340820
	Iteration 10Q: 3 clusters Score -203774.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -203782.031250 Penalty: 2666.340820
	Iteration 11Q: 3 clusters Score -203782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -203787.781250 Penalty: 2666.340820
	Iteration 12Q: 3 clusters Score -203787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -203789.937500 Penalty: 2666.340820
	Iteration 13Q: 3 clusters Score -203789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -203791.343750 Penalty: 2666.340820
	Iteration 14Q: 3 clusters Score -203791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -203791.656250 Penalty: 2666.340820
	Iteration 15Q: 3 clusters Score -203791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -203792.125000 Penalty: 2666.340820
	Iteration 16Q: 3 clusters Score -203792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -203792.421875 Penalty: 2666.340820
	Iteration 17Q: 3 clusters Score -203792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -203792.328125 Penalty: 2666.340820
	Iteration 18Q: 3 clusters Score -203792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -203792.328125 Penalty: 2666.340820
	Iteration 19F: 3 clusters Score -203792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Entering Unmasked Estep 
Score: -1611154.125000 Penalty: 1655.407715
	Iteration 0F: 2 clusters Score -1611154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1593304.000000 Penalty: 3310.815430
	Iteration 0F: 3 clusters Score -1593304 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1599879.875000 Penalty: 3310.815430
	Iteration 1F: 3 clusters Score -1599880 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1600256.625000 Penalty: 3310.815430
	Iteration 2Q: 3 clusters Score -1600257 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1600648.625000 Penalty: 3310.815430
	Iteration 3Q: 3 clusters Score -1600649 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1601118.375000 Penalty: 3310.815430
	Iteration 4Q: 3 clusters Score -1601118 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1601757.875000 Penalty: 3310.815430
	Iteration 5Q: 3 clusters Score -1601758 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1602676.875000 Penalty: 3310.815430
	Iteration 6F: 3 clusters Score -1602677 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1603899.750000 Penalty: 3310.815430
	Iteration 7F: 3 clusters Score -1603900 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -1605440.375000 Penalty: 3310.815430
	Iteration 8F: 3 clusters Score -1605440 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -1606903.875000 Penalty: 3310.815430
	Iteration 9F: 3 clusters Score -1606904 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -1608061.000000 Penalty: 3310.815430
	Iteration 10Q: 3 clusters Score -1608061 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -1608886.750000 Penalty: 3310.815430
	Iteration 11Q: 3 clusters Score -1608887 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -1609312.875000 Penalty: 3310.815430
	Iteration 12Q: 3 clusters Score -1609313 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -1609535.125000 Penalty: 3310.815430
	Iteration 13Q: 3 clusters Score -1609535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1609660.000000 Penalty: 3310.815430
	Iteration 14Q: 3 clusters Score -1609660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -1609744.375000 Penalty: 3310.815430
	Iteration 15Q: 3 clusters Score -1609744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -1609808.375000 Penalty: 3310.815430
	Iteration 16Q: 3 clusters Score -1609808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1609857.375000 Penalty: 3310.815430
	Iteration 17Q: 3 clusters Score -1609857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -1609898.500000 Penalty: 3310.815430
	Iteration 18Q: 3 clusters Score -1609898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1609937.375000 Penalty: 3310.815430
	Iteration 19Q: 3 clusters Score -1609937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -1609972.250000 Penalty: 3310.815430
	Iteration 20F: 3 clusters Score -1609972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -1609985.875000 Penalty: 3310.815430
	Iteration 21Q: 3 clusters Score -1609986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -1610003.625000 Penalty: 3310.815430
	Iteration 22Q: 3 clusters Score -1610004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -1610015.500000 Penalty: 3310.815430
	Iteration 23Q: 3 clusters Score -1610016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -1610026.625000 Penalty: 3310.815430
	Iteration 24Q: 3 clusters Score -1610027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -1610032.375000 Penalty: 3310.815430
	Iteration 25Q: 3 clusters Score -1610032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -1610041.000000 Penalty: 3310.815430
	Iteration 26Q: 3 clusters Score -1610041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1610048.750000 Penalty: 3310.815430
	Iteration 27Q: 3 clusters Score -1610049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1610050.125000 Penalty: 3310.815430
	Iteration 28Q: 3 clusters Score -1610050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1610050.750000 Penalty: 3310.815430
	Iteration 29Q: 3 clusters Score -1610051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1610050.750000 Penalty: 3310.815430
	Iteration 30F: 3 clusters Score -1610051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -50295.292969 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -50295.29 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 429 members 
Entering Unmasked Estep 
Score: -48930.906250 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -48930.91 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49190.164062 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -49190.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49255.476562 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -49255.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49286.582031 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -49286.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49312.078125 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -49312.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49337.417969 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -49337.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -49355.613281 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -49355.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -49368.828125 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -49368.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -49370.292969 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -49370.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49373.914062 Penalty: 2203.104980
	Iteration 9Q: 3 clusters Score -49373.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49378.796875 Penalty: 2203.104980
	Iteration 10Q: 3 clusters Score -49378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49379.687500 Penalty: 2203.104980
	Iteration 11Q: 3 clusters Score -49379.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49379.687500 Penalty: 2203.104980
	Iteration 12F: 3 clusters Score -49379.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -357866.312500 Penalty: 1417.577881
	Iteration 0F: 2 clusters Score -357866.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -353205.562500 Penalty: 2835.155762
	Iteration 0F: 3 clusters Score -353205.6 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -354627.875000 Penalty: 2835.155762
	Iteration 1F: 3 clusters Score -354627.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -354963.968750 Penalty: 2835.155762
	Iteration 2F: 3 clusters Score -354964 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -355380.406250 Penalty: 2835.155762
	Iteration 3F: 3 clusters Score -355380.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -355770.687500 Penalty: 2835.155762
	Iteration 4F: 3 clusters Score -355770.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -356017.562500 Penalty: 2835.155762
	Iteration 5F: 3 clusters Score -356017.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -356189.843750 Penalty: 2835.155762
	Iteration 6F: 3 clusters Score -356189.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -356308.093750 Penalty: 2835.155762
	Iteration 7Q: 3 clusters Score -356308.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -356410.968750 Penalty: 2835.155762
	Iteration 8Q: 3 clusters Score -356411 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -356510.125000 Penalty: 2835.155762
	Iteration 9Q: 3 clusters Score -356510.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -356595.406250 Penalty: 2835.155762
	Iteration 10Q: 3 clusters Score -356595.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -356682.156250 Penalty: 2835.155762
	Iteration 11Q: 3 clusters Score -356682.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -356768.937500 Penalty: 2835.155762
	Iteration 12Q: 3 clusters Score -356768.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -356853.375000 Penalty: 2835.155762
	Iteration 13Q: 3 clusters Score -356853.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356927.843750 Penalty: 2835.155762
	Iteration 14Q: 3 clusters Score -356927.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -356999.062500 Penalty: 2835.155762
	Iteration 15Q: 3 clusters Score -356999.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -357060.718750 Penalty: 2835.155762
	Iteration 16Q: 3 clusters Score -357060.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -357116.531250 Penalty: 2835.155762
	Iteration 17Q: 3 clusters Score -357116.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -357183.906250 Penalty: 2835.155762
	Iteration 18Q: 3 clusters Score -357183.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -357245.750000 Penalty: 2835.155762
	Iteration 19Q: 3 clusters Score -357245.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -357311.281250 Penalty: 2835.155762
	Iteration 20F: 3 clusters Score -357311.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -357362.750000 Penalty: 2835.155762
	Iteration 21Q: 3 clusters Score -357362.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -357415.718750 Penalty: 2835.155762
	Iteration 22Q: 3 clusters Score -357415.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -357459.187500 Penalty: 2835.155762
	Iteration 23Q: 3 clusters Score -357459.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -357490.343750 Penalty: 2835.155762
	Iteration 24Q: 3 clusters Score -357490.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -357508.406250 Penalty: 2835.155762
	Iteration 25Q: 3 clusters Score -357508.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -357522.156250 Penalty: 2835.155762
	Iteration 26Q: 3 clusters Score -357522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -357529.968750 Penalty: 2835.155762
	Iteration 27Q: 3 clusters Score -357530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -357539.375000 Penalty: 2835.155762
	Iteration 28Q: 3 clusters Score -357539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -357545.500000 Penalty: 2835.155762
	Iteration 29Q: 3 clusters Score -357545.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -357554.437500 Penalty: 2835.155762
	Iteration 30Q: 3 clusters Score -357554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -357560.437500 Penalty: 2835.155762
	Iteration 31Q: 3 clusters Score -357560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -357562.093750 Penalty: 2835.155762
	Iteration 32Q: 3 clusters Score -357562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -357563.031250 Penalty: 2835.155762
	Iteration 33Q: 3 clusters Score -357563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -357563.031250 Penalty: 2835.155762
	Iteration 34F: 3 clusters Score -357563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Entering Unmasked Estep 
Score: -4585705.000000 Penalty: 1825.224854
	Iteration 0F: 2 clusters Score -4585705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4535134.500000 Penalty: 3650.449707
	Iteration 0F: 3 clusters Score -4535134 nChanged 35934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4555976.000000 Penalty: 3650.449707
	Iteration 1F: 3 clusters Score -4555976 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4556823.500000 Penalty: 3650.449707
	Iteration 2Q: 3 clusters Score -4556824 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4557996.000000 Penalty: 3650.449707
	Iteration 3Q: 3 clusters Score -4557996 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4559923.500000 Penalty: 3650.449707
	Iteration 4F: 3 clusters Score -4559924 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4563016.000000 Penalty: 3650.449707
	Iteration 5F: 3 clusters Score -4563016 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4567432.500000 Penalty: 3650.449707
	Iteration 6F: 3 clusters Score -4567432 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4572398.500000 Penalty: 3650.449707
	Iteration 7F: 3 clusters Score -4572398 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4576708.500000 Penalty: 3650.449707
	Iteration 8F: 3 clusters Score -4576708 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4579845.500000 Penalty: 3650.449707
	Iteration 9Q: 3 clusters Score -4579846 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4581864.500000 Penalty: 3650.449707
	Iteration 10Q: 3 clusters Score -4581864 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4583018.500000 Penalty: 3650.449707
	Iteration 11Q: 3 clusters Score -4583018 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4583570.500000 Penalty: 3650.449707
	Iteration 12Q: 3 clusters Score -4583570 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4583797.500000 Penalty: 3650.449707
	Iteration 13Q: 3 clusters Score -4583798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4583931.000000 Penalty: 3650.449707
	Iteration 14Q: 3 clusters Score -4583931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4584004.000000 Penalty: 3650.449707
	Iteration 15Q: 3 clusters Score -4584004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4584055.500000 Penalty: 3650.449707
	Iteration 16Q: 3 clusters Score -4584056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4584082.500000 Penalty: 3650.449707
	Iteration 17Q: 3 clusters Score -4584082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4584090.500000 Penalty: 3650.449707
	Iteration 18Q: 3 clusters Score -4584090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4584104.000000 Penalty: 3650.449707
	Iteration 19Q: 3 clusters Score -4584104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4584117.000000 Penalty: 3650.449707
	Iteration 20F: 3 clusters Score -4584117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4584125.000000 Penalty: 3650.449707
	Iteration 21Q: 3 clusters Score -4584125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4584130.000000 Penalty: 3650.449707
	Iteration 22Q: 3 clusters Score -4584130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4584138.000000 Penalty: 3650.449707
	Iteration 23Q: 3 clusters Score -4584138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4584146.500000 Penalty: 3650.449707
	Iteration 24Q: 3 clusters Score -4584146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4584150.500000 Penalty: 3650.449707
	Iteration 25Q: 3 clusters Score -4584150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4584158.000000 Penalty: 3650.449707
	Iteration 26Q: 3 clusters Score -4584158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4584163.500000 Penalty: 3650.449707
	Iteration 27Q: 3 clusters Score -4584164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4584163.500000 Penalty: 3650.449707
	Iteration 28F: 3 clusters Score -4584164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -128165.687500 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -128165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -125884.031250 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -125884 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -126553.656250 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -126553.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -127008.117188 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -127008.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -127374.265625 Penalty: 2519.927734
	Iteration 3F: 3 clusters Score -127374.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127618.062500 Penalty: 2519.927734
	Iteration 4F: 3 clusters Score -127618.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -127780.742188 Penalty: 2519.927734
	Iteration 5F: 3 clusters Score -127780.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -127900.203125 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -127900.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -127954.062500 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -127954.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -127973.929688 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -127973.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -127984.328125 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -127984.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -127990.515625 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -127990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -127993.453125 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -127993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -127995.742188 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -127995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -127996.632812 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -127996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -127996.632812 Penalty: 2519.927734
	Iteration 14F: 3 clusters Score -127996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -268231.906250 Penalty: 1370.423706
	Iteration 0F: 2 clusters Score -268231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -264518.562500 Penalty: 2740.847412
	Iteration 0F: 3 clusters Score -264518.6 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -265475.187500 Penalty: 2740.847412
	Iteration 1F: 3 clusters Score -265475.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -265625.906250 Penalty: 2740.847412
	Iteration 2F: 3 clusters Score -265625.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -265713.187500 Penalty: 2740.847412
	Iteration 3Q: 3 clusters Score -265713.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -265773.750000 Penalty: 2740.847412
	Iteration 4Q: 3 clusters Score -265773.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -265824.156250 Penalty: 2740.847412
	Iteration 5Q: 3 clusters Score -265824.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -265865.406250 Penalty: 2740.847412
	Iteration 6Q: 3 clusters Score -265865.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -265899.750000 Penalty: 2740.847412
	Iteration 7Q: 3 clusters Score -265899.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -265929.593750 Penalty: 2740.847412
	Iteration 8Q: 3 clusters Score -265929.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -265960.500000 Penalty: 2740.847412
	Iteration 9Q: 3 clusters Score -265960.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -265993.718750 Penalty: 2740.847412
	Iteration 10Q: 3 clusters Score -265993.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -266029.656250 Penalty: 2740.847412
	Iteration 11Q: 3 clusters Score -266029.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266067.187500 Penalty: 2740.847412
	Iteration 12Q: 3 clusters Score -266067.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -266096.906250 Penalty: 2740.847412
	Iteration 13Q: 3 clusters Score -266096.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266141.843750 Penalty: 2740.847412
	Iteration 14Q: 3 clusters Score -266141.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -266187.968750 Penalty: 2740.847412
	Iteration 15Q: 3 clusters Score -266188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -266249.625000 Penalty: 2740.847412
	Iteration 16Q: 3 clusters Score -266249.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -266325.281250 Penalty: 2740.847412
	Iteration 17Q: 3 clusters Score -266325.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -266401.750000 Penalty: 2740.847412
	Iteration 18Q: 3 clusters Score -266401.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -266476.218750 Penalty: 2740.847412
	Iteration 19Q: 3 clusters Score -266476.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -266536.000000 Penalty: 2740.847412
	Iteration 20F: 3 clusters Score -266536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -266595.312500 Penalty: 2740.847412
	Iteration 21Q: 3 clusters Score -266595.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -266648.593750 Penalty: 2740.847412
	Iteration 22Q: 3 clusters Score -266648.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -266690.531250 Penalty: 2740.847412
	Iteration 23Q: 3 clusters Score -266690.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -266725.156250 Penalty: 2740.847412
	Iteration 24Q: 3 clusters Score -266725.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -266759.843750 Penalty: 2740.847412
	Iteration 25Q: 3 clusters Score -266759.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -266808.812500 Penalty: 2740.847412
	Iteration 26Q: 3 clusters Score -266808.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -266847.593750 Penalty: 2740.847412
	Iteration 27Q: 3 clusters Score -266847.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -266879.531250 Penalty: 2740.847412
	Iteration 28Q: 3 clusters Score -266879.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -266903.718750 Penalty: 2740.847412
	Iteration 29Q: 3 clusters Score -266903.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -266919.250000 Penalty: 2740.847412
	Iteration 30Q: 3 clusters Score -266919.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -266936.281250 Penalty: 2740.847412
	Iteration 31Q: 3 clusters Score -266936.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -266948.281250 Penalty: 2740.847412
	Iteration 32Q: 3 clusters Score -266948.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -266960.437500 Penalty: 2740.847412
	Iteration 33Q: 3 clusters Score -266960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -266973.250000 Penalty: 2740.847412
	Iteration 34Q: 3 clusters Score -266973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -266996.000000 Penalty: 2740.847412
	Iteration 35Q: 3 clusters Score -266996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -267013.875000 Penalty: 2740.847412
	Iteration 36Q: 3 clusters Score -267013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -267028.531250 Penalty: 2740.847412
	Iteration 37Q: 3 clusters Score -267028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -267039.343750 Penalty: 2740.847412
	Iteration 38Q: 3 clusters Score -267039.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -267047.812500 Penalty: 2740.847412
	Iteration 39Q: 3 clusters Score -267047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -267052.875000 Penalty: 2740.847412
	Iteration 40F: 3 clusters Score -267052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -267057.437500 Penalty: 2740.847412
	Iteration 41Q: 3 clusters Score -267057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -267065.218750 Penalty: 2740.847412
	Iteration 42Q: 3 clusters Score -267065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -267073.062500 Penalty: 2740.847412
	Iteration 43Q: 3 clusters Score -267073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -267076.875000 Penalty: 2740.847412
	Iteration 44Q: 3 clusters Score -267076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -267081.500000 Penalty: 2740.847412
	Iteration 45Q: 3 clusters Score -267081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -267083.500000 Penalty: 2740.847412
	Iteration 46Q: 3 clusters Score -267083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -267084.375000 Penalty: 2740.847412
	Iteration 47Q: 3 clusters Score -267084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -267086.531250 Penalty: 2740.847412
	Iteration 48Q: 3 clusters Score -267086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -267086.781250 Penalty: 2740.847412
	Iteration 49Q: 3 clusters Score -267086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -267086.781250 Penalty: 2740.847412
	Iteration 50F: 3 clusters Score -267086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -104122.804688 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -104122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -102048.710938 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -102048.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -102533.882812 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -102533.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -102746.437500 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -102746.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -102899.031250 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -102899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -102993.523438 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -102993.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -103052.304688 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -103052.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -103105.859375 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -103105.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -103146.437500 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -103146.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -103184.882812 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -103184.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -103217.531250 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -103217.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -103245.882812 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -103245.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -103268.109375 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -103268.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -103285.367188 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -103285.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -103302.593750 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -103302.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -103316.710938 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -103316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -103328.398438 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -103328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -103335.882812 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -103335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -103342.328125 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -103342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -103346.875000 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -103346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -103354.734375 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -103354.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -103365.468750 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -103365.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -103372.453125 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -103372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -103377.843750 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -103377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -103383.992188 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -103384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -103389.757812 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -103389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -103397.453125 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -103397.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -103401.289062 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -103401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -103404.953125 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -103405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -103406.734375 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -103406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -103409.593750 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -103409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -103410.281250 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -103410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -103411.351562 Penalty: 2455.329102
	Iteration 31Q: 3 clusters Score -103411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -103411.351562 Penalty: 2455.329102
	Iteration 32F: 3 clusters Score -103411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -75315.890625 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -75315.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -73454.710938 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -73454.71 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -74067.109375 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -74067.11 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -74296.875000 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -74296.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -74403.445312 Penalty: 2414.787109
	Iteration 3F: 3 clusters Score -74403.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -74467.742188 Penalty: 2414.787109
	Iteration 4Q: 3 clusters Score -74467.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -74528.343750 Penalty: 2414.787109
	Iteration 5Q: 3 clusters Score -74528.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -74571.257812 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -74571.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -74613.781250 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -74613.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -74651.625000 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -74651.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -74676.937500 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -74676.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -74698.023438 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -74698.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -74705.234375 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -74705.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -74707.593750 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -74707.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -74708.546875 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -74708.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -74710.382812 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -74710.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -74710.382812 Penalty: 2414.787109
	Iteration 15F: 3 clusters Score -74710.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Entering Unmasked Estep 
Score: -1273973.750000 Penalty: 1616.904297
	Iteration 0F: 2 clusters Score -1273974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1259708.375000 Penalty: 3233.808594
	Iteration 0F: 3 clusters Score -1259708 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1265109.375000 Penalty: 3233.808594
	Iteration 1F: 3 clusters Score -1265109 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1265540.125000 Penalty: 3233.808594
	Iteration 2F: 3 clusters Score -1265540 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1265947.750000 Penalty: 3233.808594
	Iteration 3Q: 3 clusters Score -1265948 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1266342.625000 Penalty: 3233.808594
	Iteration 4Q: 3 clusters Score -1266343 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1266836.625000 Penalty: 3233.808594
	Iteration 5Q: 3 clusters Score -1266837 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1267510.125000 Penalty: 3233.808594
	Iteration 6F: 3 clusters Score -1267510 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1268368.250000 Penalty: 3233.808594
	Iteration 7F: 3 clusters Score -1268368 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1269423.125000 Penalty: 3233.808594
	Iteration 8F: 3 clusters Score -1269423 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1270550.375000 Penalty: 3233.808594
	Iteration 9F: 3 clusters Score -1270550 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1271406.750000 Penalty: 3233.808594
	Iteration 10Q: 3 clusters Score -1271407 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1271943.125000 Penalty: 3233.808594
	Iteration 11Q: 3 clusters Score -1271943 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1272239.875000 Penalty: 3233.808594
	Iteration 12Q: 3 clusters Score -1272240 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1272402.875000 Penalty: 3233.808594
	Iteration 13Q: 3 clusters Score -1272403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1272504.500000 Penalty: 3233.808594
	Iteration 14Q: 3 clusters Score -1272504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1272556.625000 Penalty: 3233.808594
	Iteration 15Q: 3 clusters Score -1272557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -1272582.875000 Penalty: 3233.808594
	Iteration 16Q: 3 clusters Score -1272583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1272592.875000 Penalty: 3233.808594
	Iteration 17Q: 3 clusters Score -1272593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1272606.625000 Penalty: 3233.808594
	Iteration 18Q: 3 clusters Score -1272607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1272616.750000 Penalty: 3233.808594
	Iteration 19Q: 3 clusters Score -1272617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1272619.625000 Penalty: 3233.808594
	Iteration 20F: 3 clusters Score -1272620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -1272623.375000 Penalty: 3233.808594
	Iteration 21Q: 3 clusters Score -1272623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -1272624.875000 Penalty: 3233.808594
	Iteration 22Q: 3 clusters Score -1272625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -1272624.875000 Penalty: 3233.808594
	Iteration 23Q: 3 clusters Score -1272625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1272625.875000 Penalty: 3233.808594
	Iteration 24Q: 3 clusters Score -1272626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -1272627.250000 Penalty: 3233.808594
	Iteration 25Q: 3 clusters Score -1272627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1272628.625000 Penalty: 3233.808594
	Iteration 26Q: 3 clusters Score -1272629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1272628.625000 Penalty: 3233.808594
	Iteration 27F: 3 clusters Score -1272629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -117696.171875 Penalty: 1239.396851
	Iteration 0F: 2 clusters Score -117696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -115526.468750 Penalty: 2478.793701
	Iteration 0F: 3 clusters Score -115526.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -116007.726562 Penalty: 2478.793701
	Iteration 1F: 3 clusters Score -116007.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -116146.664062 Penalty: 2478.793701
	Iteration 2F: 3 clusters Score -116146.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -116226.148438 Penalty: 2478.793701
	Iteration 3F: 3 clusters Score -116226.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -116284.179688 Penalty: 2478.793701
	Iteration 4Q: 3 clusters Score -116284.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -116349.070312 Penalty: 2478.793701
	Iteration 5Q: 3 clusters Score -116349.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -116404.492188 Penalty: 2478.793701
	Iteration 6Q: 3 clusters Score -116404.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -116483.039062 Penalty: 2478.793701
	Iteration 7Q: 3 clusters Score -116483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -116558.437500 Penalty: 2478.793701
	Iteration 8Q: 3 clusters Score -116558.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -116636.039062 Penalty: 2478.793701
	Iteration 9Q: 3 clusters Score -116636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -116736.523438 Penalty: 2478.793701
	Iteration 10Q: 3 clusters Score -116736.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -116813.796875 Penalty: 2478.793701
	Iteration 11Q: 3 clusters Score -116813.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -116887.164062 Penalty: 2478.793701
	Iteration 12Q: 3 clusters Score -116887.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -116938.398438 Penalty: 2478.793701
	Iteration 13Q: 3 clusters Score -116938.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -116965.210938 Penalty: 2478.793701
	Iteration 14Q: 3 clusters Score -116965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -116981.101562 Penalty: 2478.793701
	Iteration 15Q: 3 clusters Score -116981.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -116997.515625 Penalty: 2478.793701
	Iteration 16Q: 3 clusters Score -116997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -117017.921875 Penalty: 2478.793701
	Iteration 17Q: 3 clusters Score -117017.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -117027.585938 Penalty: 2478.793701
	Iteration 18Q: 3 clusters Score -117027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -117034.851562 Penalty: 2478.793701
	Iteration 19Q: 3 clusters Score -117034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -117037.210938 Penalty: 2478.793701
	Iteration 20F: 3 clusters Score -117037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -267227.281250 Penalty: 1386.110718
	Iteration 0F: 2 clusters Score -267227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -263261.718750 Penalty: 2772.221436
	Iteration 0F: 3 clusters Score -263261.7 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -264468.468750 Penalty: 2772.221436
	Iteration 1F: 3 clusters Score -264468.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -264766.125000 Penalty: 2772.221436
	Iteration 2F: 3 clusters Score -264766.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -265034.718750 Penalty: 2772.221436
	Iteration 3F: 3 clusters Score -265034.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -265246.968750 Penalty: 2772.221436
	Iteration 4F: 3 clusters Score -265247 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -265416.000000 Penalty: 2772.221436
	Iteration 5Q: 3 clusters Score -265416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -265567.968750 Penalty: 2772.221436
	Iteration 6Q: 3 clusters Score -265568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -265704.406250 Penalty: 2772.221436
	Iteration 7Q: 3 clusters Score -265704.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -265794.437500 Penalty: 2772.221436
	Iteration 8Q: 3 clusters Score -265794.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -265872.250000 Penalty: 2772.221436
	Iteration 9Q: 3 clusters Score -265872.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -265936.781250 Penalty: 2772.221436
	Iteration 10Q: 3 clusters Score -265936.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -265987.531250 Penalty: 2772.221436
	Iteration 11Q: 3 clusters Score -265987.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -266025.125000 Penalty: 2772.221436
	Iteration 12Q: 3 clusters Score -266025.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -266062.218750 Penalty: 2772.221436
	Iteration 13Q: 3 clusters Score -266062.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -266112.500000 Penalty: 2772.221436
	Iteration 14Q: 3 clusters Score -266112.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -266153.375000 Penalty: 2772.221436
	Iteration 15Q: 3 clusters Score -266153.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -266181.593750 Penalty: 2772.221436
	Iteration 16Q: 3 clusters Score -266181.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -266205.312500 Penalty: 2772.221436
	Iteration 17Q: 3 clusters Score -266205.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -266223.593750 Penalty: 2772.221436
	Iteration 18Q: 3 clusters Score -266223.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -266236.593750 Penalty: 2772.221436
	Iteration 19Q: 3 clusters Score -266236.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -266249.593750 Penalty: 2772.221436
	Iteration 20F: 3 clusters Score -266249.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -266263.000000 Penalty: 2772.221436
	Iteration 21Q: 3 clusters Score -266263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -266273.781250 Penalty: 2772.221436
	Iteration 22Q: 3 clusters Score -266273.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -266283.531250 Penalty: 2772.221436
	Iteration 23Q: 3 clusters Score -266283.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -266295.500000 Penalty: 2772.221436
	Iteration 24Q: 3 clusters Score -266295.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -266304.812500 Penalty: 2772.221436
	Iteration 25Q: 3 clusters Score -266304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -266310.937500 Penalty: 2772.221436
	Iteration 26Q: 3 clusters Score -266310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -266315.406250 Penalty: 2772.221436
	Iteration 27Q: 3 clusters Score -266315.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -266319.593750 Penalty: 2772.221436
	Iteration 28Q: 3 clusters Score -266319.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -266324.000000 Penalty: 2772.221436
	Iteration 29Q: 3 clusters Score -266324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -266329.093750 Penalty: 2772.221436
	Iteration 30Q: 3 clusters Score -266329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -266331.656250 Penalty: 2772.221436
	Iteration 31Q: 3 clusters Score -266331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -266336.250000 Penalty: 2772.221436
	Iteration 32Q: 3 clusters Score -266336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -266338.843750 Penalty: 2772.221436
	Iteration 33Q: 3 clusters Score -266338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -266340.656250 Penalty: 2772.221436
	Iteration 34Q: 3 clusters Score -266340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -266341.937500 Penalty: 2772.221436
	Iteration 35Q: 3 clusters Score -266341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -266343.531250 Penalty: 2772.221436
	Iteration 36Q: 3 clusters Score -266343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -266344.781250 Penalty: 2772.221436
	Iteration 37Q: 3 clusters Score -266344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -266344.750000 Penalty: 2772.221436
	Iteration 38Q: 3 clusters Score -266344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -266345.062500 Penalty: 2772.221436
	Iteration 39Q: 3 clusters Score -266345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -266345.125000 Penalty: 2772.221436
	Iteration 40F: 3 clusters Score -266345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -266346.000000 Penalty: 2772.221436
	Iteration 41Q: 3 clusters Score -266346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -266346.406250 Penalty: 2772.221436
	Iteration 42Q: 3 clusters Score -266346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -266346.437500 Penalty: 2772.221436
	Iteration 43Q: 3 clusters Score -266346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -266346.406250 Penalty: 2772.221436
	Iteration 44Q: 3 clusters Score -266346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -266346.406250 Penalty: 2772.221436
	Iteration 45F: 3 clusters Score -266346.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -351771.906250 Penalty: 1411.764160
	Iteration 0F: 2 clusters Score -351771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -347160.781250 Penalty: 2823.528320
	Iteration 0F: 3 clusters Score -347160.8 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -348447.406250 Penalty: 2823.528320
	Iteration 1F: 3 clusters Score -348447.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -348682.593750 Penalty: 2823.528320
	Iteration 2F: 3 clusters Score -348682.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -348859.656250 Penalty: 2823.528320
	Iteration 3F: 3 clusters Score -348859.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -349004.656250 Penalty: 2823.528320
	Iteration 4Q: 3 clusters Score -349004.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -349144.531250 Penalty: 2823.528320
	Iteration 5Q: 3 clusters Score -349144.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -349279.156250 Penalty: 2823.528320
	Iteration 6Q: 3 clusters Score -349279.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -349419.718750 Penalty: 2823.528320
	Iteration 7Q: 3 clusters Score -349419.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -349535.343750 Penalty: 2823.528320
	Iteration 8Q: 3 clusters Score -349535.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -349636.593750 Penalty: 2823.528320
	Iteration 9Q: 3 clusters Score -349636.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -349733.187500 Penalty: 2823.528320
	Iteration 10Q: 3 clusters Score -349733.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -349835.375000 Penalty: 2823.528320
	Iteration 11Q: 3 clusters Score -349835.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -349929.656250 Penalty: 2823.528320
	Iteration 12Q: 3 clusters Score -349929.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -350009.218750 Penalty: 2823.528320
	Iteration 13Q: 3 clusters Score -350009.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -350064.500000 Penalty: 2823.528320
	Iteration 14Q: 3 clusters Score -350064.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -350130.125000 Penalty: 2823.528320
	Iteration 15Q: 3 clusters Score -350130.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -350202.906250 Penalty: 2823.528320
	Iteration 16Q: 3 clusters Score -350202.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -350285.593750 Penalty: 2823.528320
	Iteration 17Q: 3 clusters Score -350285.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -350364.000000 Penalty: 2823.528320
	Iteration 18Q: 3 clusters Score -350364 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -350459.625000 Penalty: 2823.528320
	Iteration 19Q: 3 clusters Score -350459.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -350545.406250 Penalty: 2823.528320
	Iteration 20F: 3 clusters Score -350545.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -350621.375000 Penalty: 2823.528320
	Iteration 21Q: 3 clusters Score -350621.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -350671.062500 Penalty: 2823.528320
	Iteration 22Q: 3 clusters Score -350671.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -350709.968750 Penalty: 2823.528320
	Iteration 23Q: 3 clusters Score -350710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -350753.718750 Penalty: 2823.528320
	Iteration 24Q: 3 clusters Score -350753.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -350799.437500 Penalty: 2823.528320
	Iteration 25Q: 3 clusters Score -350799.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -350831.781250 Penalty: 2823.528320
	Iteration 26Q: 3 clusters Score -350831.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -350847.750000 Penalty: 2823.528320
	Iteration 27Q: 3 clusters Score -350847.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -350858.468750 Penalty: 2823.528320
	Iteration 28Q: 3 clusters Score -350858.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -350863.125000 Penalty: 2823.528320
	Iteration 29Q: 3 clusters Score -350863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -350869.031250 Penalty: 2823.528320
	Iteration 30Q: 3 clusters Score -350869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -350871.500000 Penalty: 2823.528320
	Iteration 31Q: 3 clusters Score -350871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -350872.125000 Penalty: 2823.528320
	Iteration 32Q: 3 clusters Score -350872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -350875.218750 Penalty: 2823.528320
	Iteration 33Q: 3 clusters Score -350875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -350877.468750 Penalty: 2823.528320
	Iteration 34Q: 3 clusters Score -350877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -350878.312500 Penalty: 2823.528320
	Iteration 35Q: 3 clusters Score -350878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -350878.281250 Penalty: 2823.528320
	Iteration 36Q: 3 clusters Score -350878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -350878.281250 Penalty: 2823.528320
	Iteration 37F: 3 clusters Score -350878.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Entering Unmasked Estep 
Score: -1157693.125000 Penalty: 1628.152954
	Iteration 0F: 2 clusters Score -1157693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1142431.875000 Penalty: 3256.305908
	Iteration 0F: 3 clusters Score -1142432 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1148370.125000 Penalty: 3256.305908
	Iteration 1F: 3 clusters Score -1148370 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1148924.250000 Penalty: 3256.305908
	Iteration 2F: 3 clusters Score -1148924 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1149557.125000 Penalty: 3256.305908
	Iteration 3F: 3 clusters Score -1149557 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1150198.000000 Penalty: 3256.305908
	Iteration 4F: 3 clusters Score -1150198 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1150875.125000 Penalty: 3256.305908
	Iteration 5F: 3 clusters Score -1150875 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1151584.750000 Penalty: 3256.305908
	Iteration 6F: 3 clusters Score -1151585 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1152363.375000 Penalty: 3256.305908
	Iteration 7F: 3 clusters Score -1152363 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1153214.500000 Penalty: 3256.305908
	Iteration 8F: 3 clusters Score -1153214 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1153970.875000 Penalty: 3256.305908
	Iteration 9Q: 3 clusters Score -1153971 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1154600.000000 Penalty: 3256.305908
	Iteration 10Q: 3 clusters Score -1154600 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1155099.500000 Penalty: 3256.305908
	Iteration 11Q: 3 clusters Score -1155100 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1155436.375000 Penalty: 3256.305908
	Iteration 12Q: 3 clusters Score -1155436 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1155691.125000 Penalty: 3256.305908
	Iteration 13Q: 3 clusters Score -1155691 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1155878.750000 Penalty: 3256.305908
	Iteration 14Q: 3 clusters Score -1155879 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1156032.375000 Penalty: 3256.305908
	Iteration 15Q: 3 clusters Score -1156032 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1156134.500000 Penalty: 3256.305908
	Iteration 16Q: 3 clusters Score -1156134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1156249.625000 Penalty: 3256.305908
	Iteration 17Q: 3 clusters Score -1156250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1156339.375000 Penalty: 3256.305908
	Iteration 18Q: 3 clusters Score -1156339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1156405.625000 Penalty: 3256.305908
	Iteration 19Q: 3 clusters Score -1156406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1156446.125000 Penalty: 3256.305908
	Iteration 20F: 3 clusters Score -1156446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1156477.000000 Penalty: 3256.305908
	Iteration 21Q: 3 clusters Score -1156477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1156490.750000 Penalty: 3256.305908
	Iteration 22Q: 3 clusters Score -1156491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1156507.875000 Penalty: 3256.305908
	Iteration 23Q: 3 clusters Score -1156508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1156527.625000 Penalty: 3256.305908
	Iteration 24Q: 3 clusters Score -1156528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1156539.500000 Penalty: 3256.305908
	Iteration 25Q: 3 clusters Score -1156540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1156543.750000 Penalty: 3256.305908
	Iteration 26Q: 3 clusters Score -1156544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1156551.875000 Penalty: 3256.305908
	Iteration 27Q: 3 clusters Score -1156552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1156555.250000 Penalty: 3256.305908
	Iteration 28Q: 3 clusters Score -1156555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1156558.500000 Penalty: 3256.305908
	Iteration 29Q: 3 clusters Score -1156558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1156562.000000 Penalty: 3256.305908
	Iteration 30Q: 3 clusters Score -1156562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1156566.625000 Penalty: 3256.305908
	Iteration 31Q: 3 clusters Score -1156567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1156569.125000 Penalty: 3256.305908
	Iteration 32Q: 3 clusters Score -1156569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1156571.875000 Penalty: 3256.305908
	Iteration 33Q: 3 clusters Score -1156572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1156573.500000 Penalty: 3256.305908
	Iteration 34Q: 3 clusters Score -1156574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1156575.750000 Penalty: 3256.305908
	Iteration 35Q: 3 clusters Score -1156576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1156575.125000 Penalty: 3256.305908
	Iteration 36Q: 3 clusters Score -1156575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1156576.875000 Penalty: 3256.305908
	Iteration 37Q: 3 clusters Score -1156577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1156577.125000 Penalty: 3256.305908
	Iteration 38Q: 3 clusters Score -1156577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1156577.125000 Penalty: 3256.305908
	Iteration 39F: 3 clusters Score -1156577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Entering Unmasked Estep 
Score: -4146851.000000 Penalty: 1809.929565
	Iteration 0F: 2 clusters Score -4146851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4100996.500000 Penalty: 3619.859131
	Iteration 0F: 3 clusters Score -4100996 nChanged 32492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4119170.750000 Penalty: 3619.859131
	Iteration 1F: 3 clusters Score -4119171 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4119693.250000 Penalty: 3619.859131
	Iteration 2Q: 3 clusters Score -4119693 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4120217.500000 Penalty: 3619.859131
	Iteration 3Q: 3 clusters Score -4120218 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4120904.000000 Penalty: 3619.859131
	Iteration 4Q: 3 clusters Score -4120904 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4121793.000000 Penalty: 3619.859131
	Iteration 5Q: 3 clusters Score -4121793 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -4123127.000000 Penalty: 3619.859131
	Iteration 6Q: 3 clusters Score -4123127 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -4125248.250000 Penalty: 3619.859131
	Iteration 7F: 3 clusters Score -4125248 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -4128389.250000 Penalty: 3619.859131
	Iteration 8F: 3 clusters Score -4128389 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -4132406.000000 Penalty: 3619.859131
	Iteration 9F: 3 clusters Score -4132406 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -4136294.250000 Penalty: 3619.859131
	Iteration 10F: 3 clusters Score -4136294 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -4139483.500000 Penalty: 3619.859131
	Iteration 11F: 3 clusters Score -4139484 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -4141496.750000 Penalty: 3619.859131
	Iteration 12Q: 3 clusters Score -4141497 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -4142870.500000 Penalty: 3619.859131
	Iteration 13Q: 3 clusters Score -4142870 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -4143799.500000 Penalty: 3619.859131
	Iteration 14Q: 3 clusters Score -4143800 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -4144340.000000 Penalty: 3619.859131
	Iteration 15Q: 3 clusters Score -4144340 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -4144655.000000 Penalty: 3619.859131
	Iteration 16Q: 3 clusters Score -4144655 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -4144861.500000 Penalty: 3619.859131
	Iteration 17Q: 3 clusters Score -4144862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -4144998.500000 Penalty: 3619.859131
	Iteration 18Q: 3 clusters Score -4144998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -4145063.250000 Penalty: 3619.859131
	Iteration 19Q: 3 clusters Score -4145063 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -4145125.500000 Penalty: 3619.859131
	Iteration 20F: 3 clusters Score -4145126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -4145167.000000 Penalty: 3619.859131
	Iteration 21Q: 3 clusters Score -4145167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -4145202.000000 Penalty: 3619.859131
	Iteration 22Q: 3 clusters Score -4145202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -4145232.000000 Penalty: 3619.859131
	Iteration 23Q: 3 clusters Score -4145232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -4145258.000000 Penalty: 3619.859131
	Iteration 24Q: 3 clusters Score -4145258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -4145277.250000 Penalty: 3619.859131
	Iteration 25Q: 3 clusters Score -4145277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -4145288.500000 Penalty: 3619.859131
	Iteration 26Q: 3 clusters Score -4145288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -4145292.750000 Penalty: 3619.859131
	Iteration 27Q: 3 clusters Score -4145293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -4145301.750000 Penalty: 3619.859131
	Iteration 28Q: 3 clusters Score -4145302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -4145299.500000 Penalty: 3619.859131
	Iteration 29Q: 3 clusters Score -4145300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -4145302.500000 Penalty: 3619.859131
	Iteration 30Q: 3 clusters Score -4145302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -4145302.500000 Penalty: 3619.859131
	Iteration 31F: 3 clusters Score -4145302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Entering Unmasked Estep 
Score: -4773581.500000 Penalty: 1835.908569
	Iteration 0F: 2 clusters Score -4773582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4719764.500000 Penalty: 3671.817139
	Iteration 0F: 3 clusters Score -4719764 nChanged 38380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -4741809.500000 Penalty: 3671.817139
	Iteration 1F: 3 clusters Score -4741810 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -4742499.500000 Penalty: 3671.817139
	Iteration 2Q: 3 clusters Score -4742500 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -4743336.000000 Penalty: 3671.817139
	Iteration 3Q: 3 clusters Score -4743336 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -4744482.000000 Penalty: 3671.817139
	Iteration 4Q: 3 clusters Score -4744482 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -4746228.500000 Penalty: 3671.817139
	Iteration 5Q: 3 clusters Score -4746228 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4748494.500000 Penalty: 3671.817139
	Iteration 6F: 3 clusters Score -4748494 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -4751557.500000 Penalty: 3671.817139
	Iteration 7F: 3 clusters Score -4751558 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -4755016.500000 Penalty: 3671.817139
	Iteration 8F: 3 clusters Score -4755016 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -4758716.000000 Penalty: 3671.817139
	Iteration 9F: 3 clusters Score -4758716 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -4762310.000000 Penalty: 3671.817139
	Iteration 10F: 3 clusters Score -4762310 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -4765384.000000 Penalty: 3671.817139
	Iteration 11Q: 3 clusters Score -4765384 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -4767997.500000 Penalty: 3671.817139
	Iteration 12Q: 3 clusters Score -4767998 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -4769797.500000 Penalty: 3671.817139
	Iteration 13Q: 3 clusters Score -4769798 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -4770866.500000 Penalty: 3671.817139
	Iteration 14Q: 3 clusters Score -4770866 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -4771359.500000 Penalty: 3671.817139
	Iteration 15Q: 3 clusters Score -4771360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -4771637.000000 Penalty: 3671.817139
	Iteration 16Q: 3 clusters Score -4771637 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -4771768.500000 Penalty: 3671.817139
	Iteration 17Q: 3 clusters Score -4771768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -4771861.500000 Penalty: 3671.817139
	Iteration 18Q: 3 clusters Score -4771862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -4771915.000000 Penalty: 3671.817139
	Iteration 19Q: 3 clusters Score -4771915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -4771954.500000 Penalty: 3671.817139
	Iteration 20F: 3 clusters Score -4771954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -4771979.000000 Penalty: 3671.817139
	Iteration 21Q: 3 clusters Score -4771979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -4772001.000000 Penalty: 3671.817139
	Iteration 22Q: 3 clusters Score -4772001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -4772006.500000 Penalty: 3671.817139
	Iteration 23Q: 3 clusters Score -4772006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -4772010.500000 Penalty: 3671.817139
	Iteration 24Q: 3 clusters Score -4772010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -4772015.000000 Penalty: 3671.817139
	Iteration 25Q: 3 clusters Score -4772015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -4772022.500000 Penalty: 3671.817139
	Iteration 26Q: 3 clusters Score -4772022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -4772024.000000 Penalty: 3671.817139
	Iteration 27Q: 3 clusters Score -4772024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -4772028.000000 Penalty: 3671.817139
	Iteration 28Q: 3 clusters Score -4772028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -4772026.000000 Penalty: 3671.817139
	Iteration 29Q: 3 clusters Score -4772026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -4772026.000000 Penalty: 3671.817139
	Iteration 30F: 3 clusters Score -4772026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -352642.687500 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -352642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -347852.156250 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -347852.2 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -349309.187500 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -349309.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -349696.843750 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -349696.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -350085.156250 Penalty: 2837.264404
	Iteration 3F: 3 clusters Score -350085.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -350477.968750 Penalty: 2837.264404
	Iteration 4F: 3 clusters Score -350478 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -350899.218750 Penalty: 2837.264404
	Iteration 5F: 3 clusters Score -350899.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -351388.125000 Penalty: 2837.264404
	Iteration 6F: 3 clusters Score -351388.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -351684.812500 Penalty: 2837.264404
	Iteration 7F: 3 clusters Score -351684.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -351836.281250 Penalty: 2837.264404
	Iteration 8Q: 3 clusters Score -351836.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -351945.656250 Penalty: 2837.264404
	Iteration 9Q: 3 clusters Score -351945.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -352034.531250 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -352034.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -352094.562500 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -352094.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -352147.062500 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -352147.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -352174.531250 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -352174.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -352195.156250 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -352195.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -352212.625000 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -352212.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -352220.468750 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -352220.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -352224.000000 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -352224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -352228.093750 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -352228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -352232.656250 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -352232.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -352236.562500 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -352236.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -352243.093750 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -352243.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -352248.937500 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -352248.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -352254.687500 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -352254.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -352263.312500 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -352263.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -352267.718750 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -352267.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -352270.718750 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -352270.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -352275.593750 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -352275.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -352281.625000 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -352281.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -352288.937500 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -352288.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -352302.500000 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -352302.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -352323.343750 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -352323.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -352347.781250 Penalty: 2837.264404
	Iteration 32Q: 3 clusters Score -352347.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -352378.468750 Penalty: 2837.264404
	Iteration 33Q: 3 clusters Score -352378.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -352424.562500 Penalty: 2837.264404
	Iteration 34Q: 3 clusters Score -352424.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -352476.656250 Penalty: 2837.264404
	Iteration 35Q: 3 clusters Score -352476.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -352522.625000 Penalty: 2837.264404
	Iteration 36Q: 3 clusters Score -352522.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -352543.843750 Penalty: 2837.264404
	Iteration 37Q: 3 clusters Score -352543.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -352553.562500 Penalty: 2837.264404
	Iteration 38Q: 3 clusters Score -352553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -352556.281250 Penalty: 2837.264404
	Iteration 39Q: 3 clusters Score -352556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -352557.000000 Penalty: 2837.264404
	Iteration 40F: 3 clusters Score -352557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -352557.656250 Penalty: 2837.264404
	Iteration 41Q: 3 clusters Score -352557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -352557.656250 Penalty: 2837.264404
	Iteration 42F: 3 clusters Score -352557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -139413.750000 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -139413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -136988.843750 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -136988.8 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -137552.093750 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -137552.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -137687.515625 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -137687.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -137766.453125 Penalty: 2541.381836
	Iteration 3Q: 3 clusters Score -137766.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -137831.031250 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -137831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -137881.234375 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -137881.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -137921.625000 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -137921.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -137957.656250 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -137957.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -137990.984375 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -137991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -138026.468750 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -138026.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138054.828125 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -138054.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138074.093750 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -138074.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -138092.953125 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -138093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138118.984375 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -138119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138148.078125 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -138148.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138176.890625 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -138176.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -138202.609375 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -138202.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138231.953125 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -138232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -138259.421875 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -138259.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138277.875000 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -138277.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -138298.453125 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -138298.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138329.921875 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -138329.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -138359.453125 Penalty: 2541.381836
	Iteration 22Q: 3 clusters Score -138359.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138383.046875 Penalty: 2541.381836
	Iteration 23Q: 3 clusters Score -138383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138415.062500 Penalty: 2541.381836
	Iteration 24Q: 3 clusters Score -138415.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138451.750000 Penalty: 2541.381836
	Iteration 25Q: 3 clusters Score -138451.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -138491.562500 Penalty: 2541.381836
	Iteration 26Q: 3 clusters Score -138491.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138515.359375 Penalty: 2541.381836
	Iteration 27Q: 3 clusters Score -138515.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138530.812500 Penalty: 2541.381836
	Iteration 28Q: 3 clusters Score -138530.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -138546.703125 Penalty: 2541.381836
	Iteration 29Q: 3 clusters Score -138546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138562.578125 Penalty: 2541.381836
	Iteration 30Q: 3 clusters Score -138562.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138578.484375 Penalty: 2541.381836
	Iteration 31Q: 3 clusters Score -138578.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138588.484375 Penalty: 2541.381836
	Iteration 32Q: 3 clusters Score -138588.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138592.265625 Penalty: 2541.381836
	Iteration 33Q: 3 clusters Score -138592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138597.421875 Penalty: 2541.381836
	Iteration 34Q: 3 clusters Score -138597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138601.281250 Penalty: 2541.381836
	Iteration 35Q: 3 clusters Score -138601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -138604.218750 Penalty: 2541.381836
	Iteration 36Q: 3 clusters Score -138604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138608.921875 Penalty: 2541.381836
	Iteration 37Q: 3 clusters Score -138608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138610.125000 Penalty: 2541.381836
	Iteration 38Q: 3 clusters Score -138610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -138611.734375 Penalty: 2541.381836
	Iteration 39Q: 3 clusters Score -138611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138613.468750 Penalty: 2541.381836
	Iteration 40F: 3 clusters Score -138613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -138615.171875 Penalty: 2541.381836
	Iteration 41Q: 3 clusters Score -138615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -138617.343750 Penalty: 2541.381836
	Iteration 42Q: 3 clusters Score -138617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138618.625000 Penalty: 2541.381836
	Iteration 43Q: 3 clusters Score -138618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -138619.000000 Penalty: 2541.381836
	Iteration 44Q: 3 clusters Score -138619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -138621.328125 Penalty: 2541.381836
	Iteration 45Q: 3 clusters Score -138621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138622.906250 Penalty: 2541.381836
	Iteration 46Q: 3 clusters Score -138622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -138624.468750 Penalty: 2541.381836
	Iteration 47Q: 3 clusters Score -138624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138625.484375 Penalty: 2541.381836
	Iteration 48Q: 3 clusters Score -138625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138626.718750 Penalty: 2541.381836
	Iteration 49Q: 3 clusters Score -138626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138628.593750 Penalty: 2541.381836
	Iteration 50Q: 3 clusters Score -138628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138631.359375 Penalty: 2541.381836
	Iteration 51Q: 3 clusters Score -138631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138631.359375 Penalty: 2541.381836
	Iteration 52F: 3 clusters Score -138631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -277390.281250 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -277390.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -273768.406250 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -273768.4 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -274702.593750 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -274702.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -274886.218750 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -274886.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -275020.812500 Penalty: 2734.134521
	Iteration 3F: 3 clusters Score -275020.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -275136.000000 Penalty: 2734.134521
	Iteration 4Q: 3 clusters Score -275136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -275225.718750 Penalty: 2734.134521
	Iteration 5Q: 3 clusters Score -275225.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -275306.218750 Penalty: 2734.134521
	Iteration 6Q: 3 clusters Score -275306.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -275372.218750 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -275372.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -275446.750000 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -275446.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -275511.406250 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -275511.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -275560.343750 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -275560.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -275604.062500 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -275604.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -275648.562500 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -275648.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -275693.406250 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -275693.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -275750.093750 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -275750.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -275793.000000 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -275793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -275824.093750 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -275824.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -275851.468750 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -275851.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -275882.281250 Penalty: 2734.134521
	Iteration 18Q: 3 clusters Score -275882.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -275913.343750 Penalty: 2734.134521
	Iteration 19Q: 3 clusters Score -275913.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -275938.000000 Penalty: 2734.134521
	Iteration 20F: 3 clusters Score -275938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -275952.625000 Penalty: 2734.134521
	Iteration 21Q: 3 clusters Score -275952.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -275970.187500 Penalty: 2734.134521
	Iteration 22Q: 3 clusters Score -275970.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -275985.125000 Penalty: 2734.134521
	Iteration 23Q: 3 clusters Score -275985.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -276003.343750 Penalty: 2734.134521
	Iteration 24Q: 3 clusters Score -276003.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -276017.656250 Penalty: 2734.134521
	Iteration 25Q: 3 clusters Score -276017.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -276023.500000 Penalty: 2734.134521
	Iteration 26Q: 3 clusters Score -276023.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -276031.000000 Penalty: 2734.134521
	Iteration 27Q: 3 clusters Score -276031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -276038.531250 Penalty: 2734.134521
	Iteration 28Q: 3 clusters Score -276038.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -276043.750000 Penalty: 2734.134521
	Iteration 29Q: 3 clusters Score -276043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -276049.406250 Penalty: 2734.134521
	Iteration 30Q: 3 clusters Score -276049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -276057.656250 Penalty: 2734.134521
	Iteration 31Q: 3 clusters Score -276057.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -276066.906250 Penalty: 2734.134521
	Iteration 32Q: 3 clusters Score -276066.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -276072.656250 Penalty: 2734.134521
	Iteration 33Q: 3 clusters Score -276072.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -276077.625000 Penalty: 2734.134521
	Iteration 34Q: 3 clusters Score -276077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -276081.500000 Penalty: 2734.134521
	Iteration 35Q: 3 clusters Score -276081.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -276084.968750 Penalty: 2734.134521
	Iteration 36Q: 3 clusters Score -276085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -276087.656250 Penalty: 2734.134521
	Iteration 37Q: 3 clusters Score -276087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -276089.125000 Penalty: 2734.134521
	Iteration 38Q: 3 clusters Score -276089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -276091.093750 Penalty: 2734.134521
	Iteration 39Q: 3 clusters Score -276091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -276092.718750 Penalty: 2734.134521
	Iteration 40F: 3 clusters Score -276092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -276094.312500 Penalty: 2734.134521
	Iteration 41Q: 3 clusters Score -276094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -276095.750000 Penalty: 2734.134521
	Iteration 42Q: 3 clusters Score -276095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -276097.250000 Penalty: 2734.134521
	Iteration 43Q: 3 clusters Score -276097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -276097.750000 Penalty: 2734.134521
	Iteration 44Q: 3 clusters Score -276097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -276099.000000 Penalty: 2734.134521
	Iteration 45Q: 3 clusters Score -276099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -276098.968750 Penalty: 2734.134521
	Iteration 46Q: 3 clusters Score -276099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -276098.968750 Penalty: 2734.134521
	Iteration 47F: 3 clusters Score -276099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -49493.707031 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -49493.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48148.863281 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -48148.86 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48392.828125 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -48392.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48446.363281 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -48446.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48479.328125 Penalty: 2200.506592
	Iteration 3Q: 3 clusters Score -48479.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48500.687500 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -48500.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48513.957031 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -48513.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48521.820312 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -48521.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48528.640625 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -48528.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48532.210938 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -48532.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48535.511719 Penalty: 2200.506592
	Iteration 9Q: 3 clusters Score -48535.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48538.183594 Penalty: 2200.506592
	Iteration 10Q: 3 clusters Score -48538.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48540.394531 Penalty: 2200.506592
	Iteration 11Q: 3 clusters Score -48540.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48544.000000 Penalty: 2200.506592
	Iteration 12Q: 3 clusters Score -48544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48544.683594 Penalty: 2200.506592
	Iteration 13Q: 3 clusters Score -48544.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48545.796875 Penalty: 2200.506592
	Iteration 14Q: 3 clusters Score -48545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48547.253906 Penalty: 2200.506592
	Iteration 15Q: 3 clusters Score -48547.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48548.640625 Penalty: 2200.506592
	Iteration 16Q: 3 clusters Score -48548.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48550.023438 Penalty: 2200.506592
	Iteration 17Q: 3 clusters Score -48550.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48550.773438 Penalty: 2200.506592
	Iteration 18Q: 3 clusters Score -48550.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48551.734375 Penalty: 2200.506592
	Iteration 19Q: 3 clusters Score -48551.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48552.527344 Penalty: 2200.506592
	Iteration 20F: 3 clusters Score -48552.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -48553.363281 Penalty: 2200.506592
	Iteration 21Q: 3 clusters Score -48553.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -48553.363281 Penalty: 2200.506592
	Iteration 22F: 3 clusters Score -48553.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -65491.976562 Penalty: 1192.569336
	Iteration 0F: 2 clusters Score -65491.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63769.304688 Penalty: 2385.138672
	Iteration 0F: 3 clusters Score -63769.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -64211.593750 Penalty: 2385.138672
	Iteration 1F: 3 clusters Score -64211.59 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -64333.832031 Penalty: 2385.138672
	Iteration 2F: 3 clusters Score -64333.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -64432.878906 Penalty: 2385.138672
	Iteration 3F: 3 clusters Score -64432.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -64505.070312 Penalty: 2385.138672
	Iteration 4Q: 3 clusters Score -64505.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -64553.757812 Penalty: 2385.138672
	Iteration 5Q: 3 clusters Score -64553.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -64590.980469 Penalty: 2385.138672
	Iteration 6Q: 3 clusters Score -64590.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -64629.574219 Penalty: 2385.138672
	Iteration 7Q: 3 clusters Score -64629.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -64661.691406 Penalty: 2385.138672
	Iteration 8Q: 3 clusters Score -64661.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64687.718750 Penalty: 2385.138672
	Iteration 9Q: 3 clusters Score -64687.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64701.375000 Penalty: 2385.138672
	Iteration 10Q: 3 clusters Score -64701.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -64706.882812 Penalty: 2385.138672
	Iteration 11Q: 3 clusters Score -64706.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -64716.082031 Penalty: 2385.138672
	Iteration 12Q: 3 clusters Score -64716.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -64721.132812 Penalty: 2385.138672
	Iteration 13Q: 3 clusters Score -64721.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -64727.218750 Penalty: 2385.138672
	Iteration 14Q: 3 clusters Score -64727.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -64734.207031 Penalty: 2385.138672
	Iteration 15Q: 3 clusters Score -64734.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -64747.679688 Penalty: 2385.138672
	Iteration 16Q: 3 clusters Score -64747.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -64763.910156 Penalty: 2385.138672
	Iteration 17Q: 3 clusters Score -64763.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -64781.269531 Penalty: 2385.138672
	Iteration 18Q: 3 clusters Score -64781.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -64789.875000 Penalty: 2385.138672
	Iteration 19Q: 3 clusters Score -64789.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -64800.636719 Penalty: 2385.138672
	Iteration 20F: 3 clusters Score -64800.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -64809.863281 Penalty: 2385.138672
	Iteration 21Q: 3 clusters Score -64809.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64815.730469 Penalty: 2385.138672
	Iteration 22Q: 3 clusters Score -64815.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -64819.171875 Penalty: 2385.138672
	Iteration 23Q: 3 clusters Score -64819.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -64821.046875 Penalty: 2385.138672
	Iteration 24Q: 3 clusters Score -64821.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -64825.167969 Penalty: 2385.138672
	Iteration 25Q: 3 clusters Score -64825.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -64828.738281 Penalty: 2385.138672
	Iteration 26Q: 3 clusters Score -64828.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -64832.910156 Penalty: 2385.138672
	Iteration 27Q: 3 clusters Score -64832.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64837.468750 Penalty: 2385.138672
	Iteration 28Q: 3 clusters Score -64837.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64838.257812 Penalty: 2385.138672
	Iteration 29Q: 3 clusters Score -64838.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64838.257812 Penalty: 2385.138672
	Iteration 30F: 3 clusters Score -64838.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -52027.101562 Penalty: 1132.285278
	Iteration 0F: 2 clusters Score -52027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50571.210938 Penalty: 2264.570557
	Iteration 0F: 3 clusters Score -50571.21 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -50872.378906 Penalty: 2264.570557
	Iteration 1F: 3 clusters Score -50872.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -51015.824219 Penalty: 2264.570557
	Iteration 2F: 3 clusters Score -51015.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -51131.621094 Penalty: 2264.570557
	Iteration 3F: 3 clusters Score -51131.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51243.867188 Penalty: 2264.570557
	Iteration 4F: 3 clusters Score -51243.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51346.046875 Penalty: 2264.570557
	Iteration 5Q: 3 clusters Score -51346.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -51412.707031 Penalty: 2264.570557
	Iteration 6Q: 3 clusters Score -51412.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51449.136719 Penalty: 2264.570557
	Iteration 7Q: 3 clusters Score -51449.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -51476.132812 Penalty: 2264.570557
	Iteration 8Q: 3 clusters Score -51476.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -51497.007812 Penalty: 2264.570557
	Iteration 9Q: 3 clusters Score -51497.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -51506.570312 Penalty: 2264.570557
	Iteration 10Q: 3 clusters Score -51506.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -51511.289062 Penalty: 2264.570557
	Iteration 11Q: 3 clusters Score -51511.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51514.550781 Penalty: 2264.570557
	Iteration 12Q: 3 clusters Score -51514.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51518.253906 Penalty: 2264.570557
	Iteration 13Q: 3 clusters Score -51518.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -51521.546875 Penalty: 2264.570557
	Iteration 14Q: 3 clusters Score -51521.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -51522.515625 Penalty: 2264.570557
	Iteration 15Q: 3 clusters Score -51522.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -51522.515625 Penalty: 2264.570557
	Iteration 16F: 3 clusters Score -51522.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (64825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Entering Unmasked Estep 
Score: -3944941.750000 Penalty: 1800.410156
	Iteration 0F: 2 clusters Score -3944942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3901563.250000 Penalty: 3600.820312
	Iteration 0F: 3 clusters Score -3901563 nChanged 30711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -3919548.500000 Penalty: 3600.820312
	Iteration 1F: 3 clusters Score -3919548 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -3920654.500000 Penalty: 3600.820312
	Iteration 2Q: 3 clusters Score -3920654 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3922410.250000 Penalty: 3600.820312
	Iteration 3F: 3 clusters Score -3922410 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -3925090.250000 Penalty: 3600.820312
	Iteration 4F: 3 clusters Score -3925090 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -3928404.000000 Penalty: 3600.820312
	Iteration 5F: 3 clusters Score -3928404 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -3931683.250000 Penalty: 3600.820312
	Iteration 6F: 3 clusters Score -3931683 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -3934530.250000 Penalty: 3600.820312
	Iteration 7F: 3 clusters Score -3934530 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -3936770.000000 Penalty: 3600.820312
	Iteration 8Q: 3 clusters Score -3936770 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -3938705.250000 Penalty: 3600.820312
	Iteration 9Q: 3 clusters Score -3938705 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -3940303.750000 Penalty: 3600.820312
	Iteration 10Q: 3 clusters Score -3940304 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -3941425.500000 Penalty: 3600.820312
	Iteration 11Q: 3 clusters Score -3941426 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -3942235.000000 Penalty: 3600.820312
	Iteration 12Q: 3 clusters Score -3942235 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -3942762.250000 Penalty: 3600.820312
	Iteration 13Q: 3 clusters Score -3942762 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -3943060.250000 Penalty: 3600.820312
	Iteration 14Q: 3 clusters Score -3943060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -3943199.500000 Penalty: 3600.820312
	Iteration 15Q: 3 clusters Score -3943200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -3943276.250000 Penalty: 3600.820312
	Iteration 16Q: 3 clusters Score -3943276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -3943346.000000 Penalty: 3600.820312
	Iteration 17Q: 3 clusters Score -3943346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -3943379.500000 Penalty: 3600.820312
	Iteration 18Q: 3 clusters Score -3943380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -3943401.250000 Penalty: 3600.820312
	Iteration 19Q: 3 clusters Score -3943401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -3943421.250000 Penalty: 3600.820312
	Iteration 20F: 3 clusters Score -3943421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -3943442.000000 Penalty: 3600.820312
	Iteration 21Q: 3 clusters Score -3943442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -3943446.750000 Penalty: 3600.820312
	Iteration 22Q: 3 clusters Score -3943447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -3943450.500000 Penalty: 3600.820312
	Iteration 23Q: 3 clusters Score -3943450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -3943448.500000 Penalty: 3600.820312
	Iteration 24Q: 3 clusters Score -3943448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -3943450.250000 Penalty: 3600.820312
	Iteration 25Q: 3 clusters Score -3943450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -3943450.250000 Penalty: 3600.820312
	Iteration 26F: 3 clusters Score -3943450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -73646.257812 Penalty: 1216.209961
	Iteration 0F: 2 clusters Score -73646.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -71768.789062 Penalty: 2432.419922
	Iteration 0F: 3 clusters Score -71768.79 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -72434.226562 Penalty: 2432.419922
	Iteration 1F: 3 clusters Score -72434.23 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -72635.054688 Penalty: 2432.419922
	Iteration 2F: 3 clusters Score -72635.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -72729.984375 Penalty: 2432.419922
	Iteration 3F: 3 clusters Score -72729.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -72809.828125 Penalty: 2432.419922
	Iteration 4Q: 3 clusters Score -72809.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -72871.164062 Penalty: 2432.419922
	Iteration 5Q: 3 clusters Score -72871.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -72919.812500 Penalty: 2432.419922
	Iteration 6Q: 3 clusters Score -72919.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -72966.476562 Penalty: 2432.419922
	Iteration 7Q: 3 clusters Score -72966.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -73008.648438 Penalty: 2432.419922
	Iteration 8Q: 3 clusters Score -73008.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -73038.078125 Penalty: 2432.419922
	Iteration 9Q: 3 clusters Score -73038.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -73068.296875 Penalty: 2432.419922
	Iteration 10Q: 3 clusters Score -73068.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -73100.773438 Penalty: 2432.419922
	Iteration 11Q: 3 clusters Score -73100.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -73140.453125 Penalty: 2432.419922
	Iteration 12Q: 3 clusters Score -73140.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -73166.445312 Penalty: 2432.419922
	Iteration 13Q: 3 clusters Score -73166.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -73188.320312 Penalty: 2432.419922
	Iteration 14Q: 3 clusters Score -73188.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -73216.914062 Penalty: 2432.419922
	Iteration 15Q: 3 clusters Score -73216.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -73238.585938 Penalty: 2432.419922
	Iteration 16Q: 3 clusters Score -73238.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -73250.890625 Penalty: 2432.419922
	Iteration 17Q: 3 clusters Score -73250.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73262.421875 Penalty: 2432.419922
	Iteration 18Q: 3 clusters Score -73262.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -73270.250000 Penalty: 2432.419922
	Iteration 19Q: 3 clusters Score -73270.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -73281.984375 Penalty: 2432.419922
	Iteration 20F: 3 clusters Score -73281.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -73293.609375 Penalty: 2432.419922
	Iteration 21Q: 3 clusters Score -73293.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -73311.687500 Penalty: 2432.419922
	Iteration 22Q: 3 clusters Score -73311.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -73340.570312 Penalty: 2432.419922
	Iteration 23Q: 3 clusters Score -73340.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -73355.359375 Penalty: 2432.419922
	Iteration 24Q: 3 clusters Score -73355.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -73367.265625 Penalty: 2432.419922
	Iteration 25Q: 3 clusters Score -73367.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -73371.117188 Penalty: 2432.419922
	Iteration 26Q: 3 clusters Score -73371.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -73373.140625 Penalty: 2432.419922
	Iteration 27Q: 3 clusters Score -73373.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -73374.156250 Penalty: 2432.419922
	Iteration 28Q: 3 clusters Score -73374.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73374.867188 Penalty: 2432.419922
	Iteration 29Q: 3 clusters Score -73374.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73375.742188 Penalty: 2432.419922
	Iteration 30Q: 3 clusters Score -73375.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73376.640625 Penalty: 2432.419922
	Iteration 31Q: 3 clusters Score -73376.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73377.546875 Penalty: 2432.419922
	Iteration 32Q: 3 clusters Score -73377.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -73377.710938 Penalty: 2432.419922
	Iteration 33Q: 3 clusters Score -73377.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -73377.710938 Penalty: 2432.419922
	Iteration 34F: 3 clusters Score -73377.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -128226.945312 Penalty: 1255.222656
	Iteration 0F: 2 clusters Score -128226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -125977.953125 Penalty: 2510.445312
	Iteration 0F: 3 clusters Score -125978 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -126629.296875 Penalty: 2510.445312
	Iteration 1F: 3 clusters Score -126629.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -126835.390625 Penalty: 2510.445312
	Iteration 2F: 3 clusters Score -126835.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -126981.976562 Penalty: 2510.445312
	Iteration 3F: 3 clusters Score -126982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -127100.921875 Penalty: 2510.445312
	Iteration 4F: 3 clusters Score -127100.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -127196.320312 Penalty: 2510.445312
	Iteration 5Q: 3 clusters Score -127196.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -127273.265625 Penalty: 2510.445312
	Iteration 6Q: 3 clusters Score -127273.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -127362.625000 Penalty: 2510.445312
	Iteration 7Q: 3 clusters Score -127362.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -127456.218750 Penalty: 2510.445312
	Iteration 8Q: 3 clusters Score -127456.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -127535.000000 Penalty: 2510.445312
	Iteration 9Q: 3 clusters Score -127535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -127606.125000 Penalty: 2510.445312
	Iteration 10Q: 3 clusters Score -127606.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -127688.500000 Penalty: 2510.445312
	Iteration 11Q: 3 clusters Score -127688.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -127738.914062 Penalty: 2510.445312
	Iteration 12Q: 3 clusters Score -127738.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -127774.765625 Penalty: 2510.445312
	Iteration 13Q: 3 clusters Score -127774.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -127803.953125 Penalty: 2510.445312
	Iteration 14Q: 3 clusters Score -127804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -127826.390625 Penalty: 2510.445312
	Iteration 15Q: 3 clusters Score -127826.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -127845.210938 Penalty: 2510.445312
	Iteration 16Q: 3 clusters Score -127845.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -127861.609375 Penalty: 2510.445312
	Iteration 17Q: 3 clusters Score -127861.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -127881.796875 Penalty: 2510.445312
	Iteration 18Q: 3 clusters Score -127881.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -127900.398438 Penalty: 2510.445312
	Iteration 19Q: 3 clusters Score -127900.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -127920.570312 Penalty: 2510.445312
	Iteration 20F: 3 clusters Score -127920.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -127943.734375 Penalty: 2510.445312
	Iteration 21Q: 3 clusters Score -127943.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -127969.093750 Penalty: 2510.445312
	Iteration 22Q: 3 clusters Score -127969.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -128020.562500 Penalty: 2510.445312
	Iteration 23Q: 3 clusters Score -128020.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -128082.156250 Penalty: 2510.445312
	Iteration 24Q: 3 clusters Score -128082.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -128158.632812 Penalty: 2510.445312
	Iteration 25Q: 3 clusters Score -128158.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128243.960938 Penalty: 2510.445312
	Iteration 26Q: 3 clusters Score -128244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -128317.101562 Penalty: 2510.445312
	Iteration 27Q: 3 clusters Score -128317.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -128350.445312 Penalty: 2510.445312
	Iteration 28Q: 3 clusters Score -128350.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -128360.875000 Penalty: 2510.445312
	Iteration 29Q: 3 clusters Score -128360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -128366.726562 Penalty: 2510.445312
	Iteration 30Q: 3 clusters Score -128366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -128369.015625 Penalty: 2510.445312
	Iteration 31Q: 3 clusters Score -128369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -128371.500000 Penalty: 2510.445312
	Iteration 32Q: 3 clusters Score -128371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -128372.578125 Penalty: 2510.445312
	Iteration 33Q: 3 clusters Score -128372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -128373.351562 Penalty: 2510.445312
	Iteration 34Q: 3 clusters Score -128373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -128373.351562 Penalty: 2510.445312
	Iteration 35F: 3 clusters Score -128373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64825 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 1145 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Mstep: Class 41 contains 1118 members 
Entering Unmasked Estep 
Score: -30946516.000000 Penalty: 88057.867188
Splitting cluster 32 changes total score from -30947268.000000 to -30946516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -106266.445312 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -104291.484375 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -104291.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -104711.476562 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -104711.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -104842.054688 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -104842.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -104901.242188 Penalty: 2442.309814
	Iteration 3F: 3 clusters Score -104901.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -104939.046875 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -104939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -104978.203125 Penalty: 2442.309814
	Iteration 5Q: 3 clusters Score -104978.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -105008.585938 Penalty: 2442.309814
	Iteration 6Q: 3 clusters Score -105008.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -105036.046875 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -105036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -105062.242188 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -105062.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -105078.500000 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -105078.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -105086.460938 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -105086.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -105097.804688 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -105097.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -105105.281250 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -105105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -105113.398438 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -105113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -105116.500000 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -105116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -105118.601562 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -105118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -105120.109375 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -105120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -105122.039062 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -105122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -105122.242188 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -105122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -105123.242188 Penalty: 2442.309814
	Iteration 19Q: 3 clusters Score -105123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -105124.742188 Penalty: 2442.309814
	Iteration 20F: 3 clusters Score -105124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -105126.218750 Penalty: 2442.309814
	Iteration 21Q: 3 clusters Score -105126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -105127.992188 Penalty: 2442.309814
	Iteration 22Q: 3 clusters Score -105128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -105129.671875 Penalty: 2442.309814
	Iteration 23Q: 3 clusters Score -105129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -105130.179688 Penalty: 2442.309814
	Iteration 24Q: 3 clusters Score -105130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -105130.656250 Penalty: 2442.309814
	Iteration 25Q: 3 clusters Score -105130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -105130.656250 Penalty: 2442.309814
	Iteration 26F: 3 clusters Score -105130.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -88244.929688 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -88244.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86424.812500 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -86424.81 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -86878.007812 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -86878.01 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -87104.656250 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -87104.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -87241.851562 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -87241.85 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -87402.648438 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -87402.65 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -87595.312500 Penalty: 2397.974609
	Iteration 5F: 3 clusters Score -87595.31 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87786.359375 Penalty: 2397.974609
	Iteration 6F: 3 clusters Score -87786.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -87951.492188 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -87951.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -88038.882812 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -88038.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -88079.289062 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -88079.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -88106.953125 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -88106.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -88130.851562 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -88130.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -88155.835938 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -88155.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -88178.242188 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -88178.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -88191.562500 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -88191.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -88201.250000 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -88201.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -88205.593750 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -88205.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -88205.593750 Penalty: 2397.974609
	Iteration 17F: 3 clusters Score -88205.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Entering Unmasked Estep 
Score: -324206.125000 Penalty: 1393.359253
	Iteration 0F: 2 clusters Score -324206.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -319995.781250 Penalty: 2786.718506
	Iteration 0F: 3 clusters Score -319995.8 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -321255.125000 Penalty: 2786.718506
	Iteration 1F: 3 clusters Score -321255.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -321520.906250 Penalty: 2786.718506
	Iteration 2F: 3 clusters Score -321520.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -321745.531250 Penalty: 2786.718506
	Iteration 3F: 3 clusters Score -321745.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -321951.531250 Penalty: 2786.718506
	Iteration 4F: 3 clusters Score -321951.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322123.062500 Penalty: 2786.718506
	Iteration 5Q: 3 clusters Score -322123.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -322315.812500 Penalty: 2786.718506
	Iteration 6Q: 3 clusters Score -322315.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -322464.687500 Penalty: 2786.718506
	Iteration 7Q: 3 clusters Score -322464.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -322569.875000 Penalty: 2786.718506
	Iteration 8Q: 3 clusters Score -322569.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -322675.156250 Penalty: 2786.718506
	Iteration 9Q: 3 clusters Score -322675.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -322762.625000 Penalty: 2786.718506
	Iteration 10Q: 3 clusters Score -322762.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -322829.406250 Penalty: 2786.718506
	Iteration 11Q: 3 clusters Score -322829.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -322891.031250 Penalty: 2786.718506
	Iteration 12Q: 3 clusters Score -322891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -322945.718750 Penalty: 2786.718506
	Iteration 13Q: 3 clusters Score -322945.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -322971.875000 Penalty: 2786.718506
	Iteration 14Q: 3 clusters Score -322971.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322999.562500 Penalty: 2786.718506
	Iteration 15Q: 3 clusters Score -322999.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -323021.875000 Penalty: 2786.718506
	Iteration 16Q: 3 clusters Score -323021.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -323034.718750 Penalty: 2786.718506
	Iteration 17Q: 3 clusters Score -323034.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -323041.406250 Penalty: 2786.718506
	Iteration 18Q: 3 clusters Score -323041.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -323045.625000 Penalty: 2786.718506
	Iteration 19Q: 3 clusters Score -323045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -323051.968750 Penalty: 2786.718506
	Iteration 20F: 3 clusters Score -323052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -323055.937500 Penalty: 2786.718506
	Iteration 21Q: 3 clusters Score -323055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -323056.625000 Penalty: 2786.718506
	Iteration 22Q: 3 clusters Score -323056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323057.906250 Penalty: 2786.718506
	Iteration 23Q: 3 clusters Score -323057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323059.750000 Penalty: 2786.718506
	Iteration 24Q: 3 clusters Score -323059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323060.843750 Penalty: 2786.718506
	Iteration 25Q: 3 clusters Score -323060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323061.625000 Penalty: 2786.718506
	Iteration 26Q: 3 clusters Score -323061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323063.125000 Penalty: 2786.718506
	Iteration 27Q: 3 clusters Score -323063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -323065.000000 Penalty: 2786.718506
	Iteration 28Q: 3 clusters Score -323065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -323064.750000 Penalty: 2786.718506
	Iteration 29Q: 3 clusters Score -323064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -323064.750000 Penalty: 2786.718506
	Iteration 30F: 3 clusters Score -323064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -265600.875000 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -265600.9 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 2522 members 
Entering Unmasked Estep 
Score: -261585.671875 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -261585.7 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -262758.531250 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -262758.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -262983.062500 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -262983.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -263163.531250 Penalty: 2770.677490
	Iteration 3F: 3 clusters Score -263163.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -263341.156250 Penalty: 2770.677490
	Iteration 4F: 3 clusters Score -263341.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -263503.312500 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -263503.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -263637.468750 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -263637.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -263735.062500 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -263735.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -263822.218750 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -263822.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -263914.687500 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -263914.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -264002.781250 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -264002.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -264077.500000 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -264077.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -264134.000000 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -264134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264174.031250 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -264174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264221.562500 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -264221.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -264268.781250 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -264268.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264306.218750 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -264306.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264343.812500 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -264343.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -264373.000000 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -264373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -264398.156250 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -264398.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -264413.968750 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -264414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -264427.750000 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -264427.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -264439.000000 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -264439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -264448.281250 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -264448.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -264459.218750 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -264459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -264468.656250 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -264468.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -264480.375000 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -264480.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -264487.656250 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -264487.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -264498.500000 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -264498.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -264513.781250 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -264513.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -264532.281250 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -264532.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -264544.000000 Penalty: 2770.677490
	Iteration 31Q: 3 clusters Score -264544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -264555.468750 Penalty: 2770.677490
	Iteration 32Q: 3 clusters Score -264555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -264558.781250 Penalty: 2770.677490
	Iteration 33Q: 3 clusters Score -264558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -264564.781250 Penalty: 2770.677490
	Iteration 34Q: 3 clusters Score -264564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -264570.000000 Penalty: 2770.677490
	Iteration 35Q: 3 clusters Score -264570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -264570.593750 Penalty: 2770.677490
	Iteration 36Q: 3 clusters Score -264570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -264572.468750 Penalty: 2770.677490
	Iteration 37Q: 3 clusters Score -264572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -264573.187500 Penalty: 2770.677490
	Iteration 38Q: 3 clusters Score -264573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -264573.906250 Penalty: 2770.677490
	Iteration 39Q: 3 clusters Score -264573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -264574.531250 Penalty: 2770.677490
	Iteration 40F: 3 clusters Score -264574.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -93876.812500 Penalty: 1205.649414
	Iteration 0F: 2 clusters Score -93876.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -91988.656250 Penalty: 2411.298828
	Iteration 0F: 3 clusters Score -91988.66 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -92436.562500 Penalty: 2411.298828
	Iteration 1F: 3 clusters Score -92436.56 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92570.171875 Penalty: 2411.298828
	Iteration 2F: 3 clusters Score -92570.17 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -92679.250000 Penalty: 2411.298828
	Iteration 3F: 3 clusters Score -92679.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -92767.476562 Penalty: 2411.298828
	Iteration 4F: 3 clusters Score -92767.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -92835.835938 Penalty: 2411.298828
	Iteration 5Q: 3 clusters Score -92835.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -92888.875000 Penalty: 2411.298828
	Iteration 6Q: 3 clusters Score -92888.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -92915.070312 Penalty: 2411.298828
	Iteration 7Q: 3 clusters Score -92915.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -92930.445312 Penalty: 2411.298828
	Iteration 8Q: 3 clusters Score -92930.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -92934.984375 Penalty: 2411.298828
	Iteration 9Q: 3 clusters Score -92934.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -92945.648438 Penalty: 2411.298828
	Iteration 10Q: 3 clusters Score -92945.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -92958.687500 Penalty: 2411.298828
	Iteration 11Q: 3 clusters Score -92958.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -92965.523438 Penalty: 2411.298828
	Iteration 12Q: 3 clusters Score -92965.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -92970.101562 Penalty: 2411.298828
	Iteration 13Q: 3 clusters Score -92970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -92973.210938 Penalty: 2411.298828
	Iteration 14Q: 3 clusters Score -92973.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -92974.468750 Penalty: 2411.298828
	Iteration 15Q: 3 clusters Score -92974.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -92974.468750 Penalty: 2411.298828
	Iteration 16F: 3 clusters Score -92974.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -145294.484375 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -145294.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142822.421875 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -142822.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -143423.437500 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -143423.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -143680.562500 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -143680.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -144009.078125 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -144009.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -144470.296875 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -144470.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -144929.578125 Penalty: 2554.183838
	Iteration 5F: 3 clusters Score -144929.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145118.921875 Penalty: 2554.183838
	Iteration 6F: 3 clusters Score -145118.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -145239.703125 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -145239.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -145327.406250 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -145327.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -145401.953125 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -145402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -145485.109375 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -145485.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -145572.046875 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -145572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -145595.843750 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -145595.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -145609.281250 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -145609.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145618.562500 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -145618.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -145623.843750 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -145623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -145624.687500 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -145624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -145624.906250 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -145624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -145624.906250 Penalty: 2554.183838
	Iteration 18F: 3 clusters Score -145624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64825 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 1504 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Mstep: Class 41 contains 1085 members 
Entering Unmasked Estep 
Score: -30946720.000000 Penalty: 88057.867188
Splitting cluster 38 changes total score from -30947268.000000 to -30946720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -194257.562500 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -194257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -191224.390625 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -191224.4 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -192113.453125 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -192113.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -192402.671875 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -192402.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -192700.281250 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -192700.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -192997.828125 Penalty: 2651.238525
	Iteration 4F: 3 clusters Score -192997.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -193325.281250 Penalty: 2651.238525
	Iteration 5F: 3 clusters Score -193325.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -193714.265625 Penalty: 2651.238525
	Iteration 6F: 3 clusters Score -193714.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -193971.406250 Penalty: 2651.238525
	Iteration 7F: 3 clusters Score -193971.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -194190.875000 Penalty: 2651.238525
	Iteration 8F: 3 clusters Score -194190.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -194437.796875 Penalty: 2651.238525
	Iteration 9F: 3 clusters Score -194437.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -194667.968750 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -194668 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -194862.093750 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -194862.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -194937.468750 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -194937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -194947.890625 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -194947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -194952.578125 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -194952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -194954.875000 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -194954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -194955.593750 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -194955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -194955.484375 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -194955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -194955.828125 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -194955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -194955.828125 Penalty: 2651.238525
	Iteration 19F: 3 clusters Score -194955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64825 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 5102 members 
Mstep: Class 41 contains 2203 members 
Entering Unmasked Estep 
Score: -30947138.000000 Penalty: 88057.867188
Splitting cluster 39 changes total score from -30947268.000000 to -30947138.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -307263.937500 Penalty: 1387.325562
	Iteration 0F: 2 clusters Score -307263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -303193.843750 Penalty: 2774.651123
	Iteration 0F: 3 clusters Score -303193.8 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -304356.218750 Penalty: 2774.651123
	Iteration 1F: 3 clusters Score -304356.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -304565.718750 Penalty: 2774.651123
	Iteration 2F: 3 clusters Score -304565.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -304732.687500 Penalty: 2774.651123
	Iteration 3F: 3 clusters Score -304732.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -304889.031250 Penalty: 2774.651123
	Iteration 4F: 3 clusters Score -304889 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -305023.718750 Penalty: 2774.651123
	Iteration 5Q: 3 clusters Score -305023.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -305161.281250 Penalty: 2774.651123
	Iteration 6Q: 3 clusters Score -305161.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -305285.281250 Penalty: 2774.651123
	Iteration 7Q: 3 clusters Score -305285.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -305398.562500 Penalty: 2774.651123
	Iteration 8Q: 3 clusters Score -305398.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -305517.687500 Penalty: 2774.651123
	Iteration 9Q: 3 clusters Score -305517.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -305620.968750 Penalty: 2774.651123
	Iteration 10Q: 3 clusters Score -305621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -305714.250000 Penalty: 2774.651123
	Iteration 11Q: 3 clusters Score -305714.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -305809.375000 Penalty: 2774.651123
	Iteration 12Q: 3 clusters Score -305809.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -305894.531250 Penalty: 2774.651123
	Iteration 13Q: 3 clusters Score -305894.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -305963.531250 Penalty: 2774.651123
	Iteration 14Q: 3 clusters Score -305963.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -306022.156250 Penalty: 2774.651123
	Iteration 15Q: 3 clusters Score -306022.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -306086.437500 Penalty: 2774.651123
	Iteration 16Q: 3 clusters Score -306086.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -306145.781250 Penalty: 2774.651123
	Iteration 17Q: 3 clusters Score -306145.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -306201.281250 Penalty: 2774.651123
	Iteration 18Q: 3 clusters Score -306201.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -306240.218750 Penalty: 2774.651123
	Iteration 19Q: 3 clusters Score -306240.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -306264.656250 Penalty: 2774.651123
	Iteration 20F: 3 clusters Score -306264.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -306274.468750 Penalty: 2774.651123
	Iteration 21Q: 3 clusters Score -306274.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -306279.531250 Penalty: 2774.651123
	Iteration 22Q: 3 clusters Score -306279.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -306283.312500 Penalty: 2774.651123
	Iteration 23Q: 3 clusters Score -306283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -306286.968750 Penalty: 2774.651123
	Iteration 24Q: 3 clusters Score -306287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -306290.156250 Penalty: 2774.651123
	Iteration 25Q: 3 clusters Score -306290.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -306295.312500 Penalty: 2774.651123
	Iteration 26Q: 3 clusters Score -306295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -306300.906250 Penalty: 2774.651123
	Iteration 27Q: 3 clusters Score -306300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -306304.062500 Penalty: 2774.651123
	Iteration 28Q: 3 clusters Score -306304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -306304.062500 Penalty: 2774.651123
	Iteration 29F: 3 clusters Score -306304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4504 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64825 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947276.000000 Penalty: 85910.117188
Iteration 239Q: 41 clusters Score -3.094728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20959 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64823 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947286.000000 Penalty: 85910.117188
Iteration 240F: 41 clusters Score -3.094729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20964 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4502 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64818 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947274.000000 Penalty: 85910.117188
Iteration 241Q: 41 clusters Score -3.094727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26562 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20969 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4502 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64811 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947266.000000 Penalty: 85910.117188
Iteration 242Q: 41 clusters Score -3.094727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26562 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20974 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64805 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947276.000000 Penalty: 85910.117188
Iteration 243Q: 41 clusters Score -3.094728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26562 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20975 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4505 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64803 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947284.000000 Penalty: 85910.117188
Iteration 244Q: 41 clusters Score -3.094728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26562 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20976 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64800 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947276.000000 Penalty: 85910.117188
Iteration 245Q: 41 clusters Score -3.094728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26562 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20976 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68735 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64801 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947266.000000 Penalty: 85910.117188
Iteration 246Q: 41 clusters Score -3.094727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26562 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20977 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68736 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64799 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947268.000000 Penalty: 85910.117188
Iteration 247Q: 41 clusters Score -3.094727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26561 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20978 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64796 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947260.000000 Penalty: 85910.117188
Iteration 248Q: 41 clusters Score -3.094726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20979 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64795 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947260.000000 Penalty: 85910.117188
Iteration 249Q: 41 clusters Score -3.094726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20980 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4512 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64793 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947264.000000 Penalty: 85910.117188
Iteration 250Q: 41 clusters Score -3.094726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20981 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4513 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64791 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947252.000000 Penalty: 85910.117188
Iteration 251Q: 41 clusters Score -3.094725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20981 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4515 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64789 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947260.000000 Penalty: 85910.117188
Iteration 252Q: 41 clusters Score -3.094726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20982 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4519 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64784 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947264.000000 Penalty: 85910.117188
Iteration 253Q: 41 clusters Score -3.094726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26560 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64779 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947282.000000 Penalty: 85910.117188
Iteration 254Q: 41 clusters Score -3.094728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64775 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947288.000000 Penalty: 85910.117188
Iteration 255Q: 41 clusters Score -3.094729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64772 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947286.000000 Penalty: 85910.117188
Iteration 256Q: 41 clusters Score -3.094729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64771 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947286.000000 Penalty: 85910.117188
Iteration 257Q: 41 clusters Score -3.094729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64771 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947288.000000 Penalty: 85910.117188
Iteration 258Q: 41 clusters Score -3.094729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26558 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 68737 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64769 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947296.000000 Penalty: 85910.117188
Iteration 259Q: 41 clusters Score -3.09473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26556 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22459 members 
Mstep: Class 22 contains 68738 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64769 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947292.000000 Penalty: 85910.117188
Iteration 260F: 41 clusters Score -3.094729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54795 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26556 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22461 members 
Mstep: Class 22 contains 68739 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64768 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947288.000000 Penalty: 85910.117188
Iteration 261Q: 41 clusters Score -3.094729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22461 members 
Mstep: Class 22 contains 68740 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64769 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947288.000000 Penalty: 85910.117188
Iteration 262Q: 41 clusters Score -3.094729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 22463 members 
Mstep: Class 22 contains 68739 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64768 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947280.000000 Penalty: 85910.117188
Iteration 263Q: 41 clusters Score -3.094728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22465 members 
Mstep: Class 22 contains 68739 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64767 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947274.000000 Penalty: 85910.117188
Iteration 264Q: 41 clusters Score -3.094727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68739 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64766 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947276.000000 Penalty: 85910.117188
Iteration 265Q: 41 clusters Score -3.094728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20986 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68739 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64765 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947270.000000 Penalty: 85910.117188
Iteration 266Q: 41 clusters Score -3.094727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20987 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68738 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64765 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947274.000000 Penalty: 85910.117188
Iteration 267Q: 41 clusters Score -3.094727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20987 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68738 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64765 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30947274.000000 Penalty: 85910.117188
Iteration 268F: 41 clusters Score -3.094727e+07 nChanged 0
Entering ConstructFrom: 
Score: -30947274.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -211500.234375 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -211500.2 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 1832 members 
Entering Unmasked Estep 
Score: -208512.125000 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -208512.1 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -209303.406250 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -209303.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -209474.515625 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -209474.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -209589.781250 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -209589.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -209683.046875 Penalty: 2654.204834
	Iteration 4Q: 3 clusters Score -209683 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -209778.640625 Penalty: 2654.204834
	Iteration 5Q: 3 clusters Score -209778.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -209847.593750 Penalty: 2654.204834
	Iteration 6Q: 3 clusters Score -209847.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -209897.406250 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -209897.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -209931.015625 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -209931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -209953.156250 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -209953.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -209971.468750 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -209971.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -209988.953125 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -209989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -210006.250000 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -210006.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -210023.062500 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -210023.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -210048.968750 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -210049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -210077.796875 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -210077.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -210114.156250 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -210114.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -210143.281250 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -210143.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -210171.859375 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -210171.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -210198.828125 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -210198.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -210220.687500 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -210220.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -210243.640625 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -210243.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -210263.843750 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -210263.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -210278.203125 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -210278.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -210285.468750 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -210285.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -210292.921875 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -210292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -210298.437500 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -210298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -210302.718750 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -210302.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -210305.843750 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -210305.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -210310.703125 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -210310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -210314.203125 Penalty: 2654.204834
	Iteration 30Q: 3 clusters Score -210314.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -210317.875000 Penalty: 2654.204834
	Iteration 31Q: 3 clusters Score -210317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -210323.234375 Penalty: 2654.204834
	Iteration 32Q: 3 clusters Score -210323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -210326.359375 Penalty: 2654.204834
	Iteration 33Q: 3 clusters Score -210326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -210328.984375 Penalty: 2654.204834
	Iteration 34Q: 3 clusters Score -210329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -210330.937500 Penalty: 2654.204834
	Iteration 35Q: 3 clusters Score -210330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -210333.421875 Penalty: 2654.204834
	Iteration 36Q: 3 clusters Score -210333.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -210337.312500 Penalty: 2654.204834
	Iteration 37Q: 3 clusters Score -210337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -210343.828125 Penalty: 2654.204834
	Iteration 38Q: 3 clusters Score -210343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -210346.437500 Penalty: 2654.204834
	Iteration 39Q: 3 clusters Score -210346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -210349.062500 Penalty: 2654.204834
	Iteration 40F: 3 clusters Score -210349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -210351.281250 Penalty: 2654.204834
	Iteration 41Q: 3 clusters Score -210351.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -210352.609375 Penalty: 2654.204834
	Iteration 42Q: 3 clusters Score -210352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -210355.515625 Penalty: 2654.204834
	Iteration 43Q: 3 clusters Score -210355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -210356.625000 Penalty: 2654.204834
	Iteration 44Q: 3 clusters Score -210356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -210359.671875 Penalty: 2654.204834
	Iteration 45Q: 3 clusters Score -210359.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -210362.750000 Penalty: 2654.204834
	Iteration 46Q: 3 clusters Score -210362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -210365.968750 Penalty: 2654.204834
	Iteration 47Q: 3 clusters Score -210366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -210370.125000 Penalty: 2654.204834
	Iteration 48Q: 3 clusters Score -210370.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -210374.578125 Penalty: 2654.204834
	Iteration 49Q: 3 clusters Score -210374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -210379.078125 Penalty: 2654.204834
	Iteration 50Q: 3 clusters Score -210379.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -210386.656250 Penalty: 2654.204834
	Iteration 51Q: 3 clusters Score -210386.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -210397.921875 Penalty: 2654.204834
	Iteration 52Q: 3 clusters Score -210397.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -210410.531250 Penalty: 2654.204834
	Iteration 53Q: 3 clusters Score -210410.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210423.078125 Penalty: 2654.204834
	Iteration 54Q: 3 clusters Score -210423.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -210434.125000 Penalty: 2654.204834
	Iteration 55Q: 3 clusters Score -210434.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -210444.359375 Penalty: 2654.204834
	Iteration 56Q: 3 clusters Score -210444.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -210458.546875 Penalty: 2654.204834
	Iteration 57Q: 3 clusters Score -210458.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -210475.187500 Penalty: 2654.204834
	Iteration 58Q: 3 clusters Score -210475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -210493.015625 Penalty: 2654.204834
	Iteration 59Q: 3 clusters Score -210493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -210514.265625 Penalty: 2654.204834
	Iteration 60F: 3 clusters Score -210514.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -210539.390625 Penalty: 2654.204834
	Iteration 61Q: 3 clusters Score -210539.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -210562.390625 Penalty: 2654.204834
	Iteration 62Q: 3 clusters Score -210562.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -210580.796875 Penalty: 2654.204834
	Iteration 63Q: 3 clusters Score -210580.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -210602.140625 Penalty: 2654.204834
	Iteration 64Q: 3 clusters Score -210602.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -210626.656250 Penalty: 2654.204834
	Iteration 65Q: 3 clusters Score -210626.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210656.671875 Penalty: 2654.204834
	Iteration 66Q: 3 clusters Score -210656.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -210692.140625 Penalty: 2654.204834
	Iteration 67Q: 3 clusters Score -210692.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -210732.406250 Penalty: 2654.204834
	Iteration 68Q: 3 clusters Score -210732.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -210768.625000 Penalty: 2654.204834
	Iteration 69Q: 3 clusters Score -210768.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210794.578125 Penalty: 2654.204834
	Iteration 70Q: 3 clusters Score -210794.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210817.343750 Penalty: 2654.204834
	Iteration 71Q: 3 clusters Score -210817.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210839.125000 Penalty: 2654.204834
	Iteration 72Q: 3 clusters Score -210839.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210854.375000 Penalty: 2654.204834
	Iteration 73Q: 3 clusters Score -210854.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -210862.718750 Penalty: 2654.204834
	Iteration 74Q: 3 clusters Score -210862.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -210870.828125 Penalty: 2654.204834
	Iteration 75Q: 3 clusters Score -210870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210876.906250 Penalty: 2654.204834
	Iteration 76Q: 3 clusters Score -210876.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210883.000000 Penalty: 2654.204834
	Iteration 77Q: 3 clusters Score -210883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210889.640625 Penalty: 2654.204834
	Iteration 78Q: 3 clusters Score -210889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -210894.765625 Penalty: 2654.204834
	Iteration 79Q: 3 clusters Score -210894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210901.703125 Penalty: 2654.204834
	Iteration 80F: 3 clusters Score -210901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -210906.703125 Penalty: 2654.204834
	Iteration 81Q: 3 clusters Score -210906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210912.484375 Penalty: 2654.204834
	Iteration 82Q: 3 clusters Score -210912.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210918.328125 Penalty: 2654.204834
	Iteration 83Q: 3 clusters Score -210918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210925.187500 Penalty: 2654.204834
	Iteration 84Q: 3 clusters Score -210925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210932.171875 Penalty: 2654.204834
	Iteration 85Q: 3 clusters Score -210932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210937.140625 Penalty: 2654.204834
	Iteration 86Q: 3 clusters Score -210937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -210940.937500 Penalty: 2654.204834
	Iteration 87Q: 3 clusters Score -210940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -210944.593750 Penalty: 2654.204834
	Iteration 88Q: 3 clusters Score -210944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210946.781250 Penalty: 2654.204834
	Iteration 89Q: 3 clusters Score -210946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -210947.703125 Penalty: 2654.204834
	Iteration 90Q: 3 clusters Score -210947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210948.234375 Penalty: 2654.204834
	Iteration 91Q: 3 clusters Score -210948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -210948.921875 Penalty: 2654.204834
	Iteration 92Q: 3 clusters Score -210948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -210949.312500 Penalty: 2654.204834
	Iteration 93Q: 3 clusters Score -210949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210949.875000 Penalty: 2654.204834
	Iteration 94Q: 3 clusters Score -210949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -210950.718750 Penalty: 2654.204834
	Iteration 95Q: 3 clusters Score -210950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -210950.718750 Penalty: 2654.204834
	Iteration 96F: 3 clusters Score -210950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -379155.031250 Penalty: 1426.227417
	Iteration 0F: 2 clusters Score -379155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -374229.125000 Penalty: 2852.454834
	Iteration 0F: 3 clusters Score -374229.1 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -375782.406250 Penalty: 2852.454834
	Iteration 1F: 3 clusters Score -375782.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -376131.562500 Penalty: 2852.454834
	Iteration 2F: 3 clusters Score -376131.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -376437.531250 Penalty: 2852.454834
	Iteration 3F: 3 clusters Score -376437.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -376722.093750 Penalty: 2852.454834
	Iteration 4F: 3 clusters Score -376722.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -376964.312500 Penalty: 2852.454834
	Iteration 5F: 3 clusters Score -376964.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -377145.562500 Penalty: 2852.454834
	Iteration 6Q: 3 clusters Score -377145.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -377313.468750 Penalty: 2852.454834
	Iteration 7Q: 3 clusters Score -377313.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -377475.687500 Penalty: 2852.454834
	Iteration 8Q: 3 clusters Score -377475.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -377630.250000 Penalty: 2852.454834
	Iteration 9Q: 3 clusters Score -377630.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -377778.250000 Penalty: 2852.454834
	Iteration 10Q: 3 clusters Score -377778.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -377919.562500 Penalty: 2852.454834
	Iteration 11Q: 3 clusters Score -377919.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -378043.281250 Penalty: 2852.454834
	Iteration 12Q: 3 clusters Score -378043.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -378164.156250 Penalty: 2852.454834
	Iteration 13Q: 3 clusters Score -378164.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -378282.875000 Penalty: 2852.454834
	Iteration 14Q: 3 clusters Score -378282.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -378376.531250 Penalty: 2852.454834
	Iteration 15Q: 3 clusters Score -378376.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -378450.250000 Penalty: 2852.454834
	Iteration 16Q: 3 clusters Score -378450.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -378503.437500 Penalty: 2852.454834
	Iteration 17Q: 3 clusters Score -378503.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -378528.812500 Penalty: 2852.454834
	Iteration 18Q: 3 clusters Score -378528.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -378541.718750 Penalty: 2852.454834
	Iteration 19Q: 3 clusters Score -378541.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -378552.531250 Penalty: 2852.454834
	Iteration 20F: 3 clusters Score -378552.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -378557.625000 Penalty: 2852.454834
	Iteration 21Q: 3 clusters Score -378557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -378562.718750 Penalty: 2852.454834
	Iteration 22Q: 3 clusters Score -378562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -378566.156250 Penalty: 2852.454834
	Iteration 23Q: 3 clusters Score -378566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -378570.187500 Penalty: 2852.454834
	Iteration 24Q: 3 clusters Score -378570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -378573.062500 Penalty: 2852.454834
	Iteration 25Q: 3 clusters Score -378573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -378574.593750 Penalty: 2852.454834
	Iteration 26Q: 3 clusters Score -378574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -378576.062500 Penalty: 2852.454834
	Iteration 27Q: 3 clusters Score -378576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -378576.593750 Penalty: 2852.454834
	Iteration 28Q: 3 clusters Score -378576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -378576.562500 Penalty: 2852.454834
	Iteration 29Q: 3 clusters Score -378576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -378576.562500 Penalty: 2852.454834
	Iteration 30F: 3 clusters Score -378576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -481944.718750 Penalty: 1484.064209
	Iteration 0F: 2 clusters Score -481944.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -475287.000000 Penalty: 2968.128418
	Iteration 0F: 3 clusters Score -475287 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -477680.062500 Penalty: 2968.128418
	Iteration 1F: 3 clusters Score -477680.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -478339.968750 Penalty: 2968.128418
	Iteration 2F: 3 clusters Score -478340 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -479133.500000 Penalty: 2968.128418
	Iteration 3F: 3 clusters Score -479133.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -479874.968750 Penalty: 2968.128418
	Iteration 4F: 3 clusters Score -479875 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -480365.187500 Penalty: 2968.128418
	Iteration 5F: 3 clusters Score -480365.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -480654.718750 Penalty: 2968.128418
	Iteration 6Q: 3 clusters Score -480654.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -480824.187500 Penalty: 2968.128418
	Iteration 7Q: 3 clusters Score -480824.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -480945.875000 Penalty: 2968.128418
	Iteration 8Q: 3 clusters Score -480945.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -481028.281250 Penalty: 2968.128418
	Iteration 9Q: 3 clusters Score -481028.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -481097.093750 Penalty: 2968.128418
	Iteration 10Q: 3 clusters Score -481097.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -481143.906250 Penalty: 2968.128418
	Iteration 11Q: 3 clusters Score -481143.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -481173.406250 Penalty: 2968.128418
	Iteration 12Q: 3 clusters Score -481173.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -481196.781250 Penalty: 2968.128418
	Iteration 13Q: 3 clusters Score -481196.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -481212.500000 Penalty: 2968.128418
	Iteration 14Q: 3 clusters Score -481212.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -481221.625000 Penalty: 2968.128418
	Iteration 15Q: 3 clusters Score -481221.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -481231.843750 Penalty: 2968.128418
	Iteration 16Q: 3 clusters Score -481231.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -481240.031250 Penalty: 2968.128418
	Iteration 17Q: 3 clusters Score -481240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -481246.812500 Penalty: 2968.128418
	Iteration 18Q: 3 clusters Score -481246.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -481252.593750 Penalty: 2968.128418
	Iteration 19Q: 3 clusters Score -481252.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -481255.875000 Penalty: 2968.128418
	Iteration 20F: 3 clusters Score -481255.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -481259.968750 Penalty: 2968.128418
	Iteration 21Q: 3 clusters Score -481260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -481263.125000 Penalty: 2968.128418
	Iteration 22Q: 3 clusters Score -481263.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -481265.031250 Penalty: 2968.128418
	Iteration 23Q: 3 clusters Score -481265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -481265.781250 Penalty: 2968.128418
	Iteration 24Q: 3 clusters Score -481265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -481266.906250 Penalty: 2968.128418
	Iteration 25Q: 3 clusters Score -481266.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -481269.843750 Penalty: 2968.128418
	Iteration 26Q: 3 clusters Score -481269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -481270.031250 Penalty: 2968.128418
	Iteration 27Q: 3 clusters Score -481270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -481271.500000 Penalty: 2968.128418
	Iteration 28Q: 3 clusters Score -481271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -481271.750000 Penalty: 2968.128418
	Iteration 29Q: 3 clusters Score -481271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -481272.406250 Penalty: 2968.128418
	Iteration 30Q: 3 clusters Score -481272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -481273.187500 Penalty: 2968.128418
	Iteration 31Q: 3 clusters Score -481273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -481273.750000 Penalty: 2968.128418
	Iteration 32Q: 3 clusters Score -481273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -481273.468750 Penalty: 2968.128418
	Iteration 33Q: 3 clusters Score -481273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -481274.187500 Penalty: 2968.128418
	Iteration 34Q: 3 clusters Score -481274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -481275.093750 Penalty: 2968.128418
	Iteration 35Q: 3 clusters Score -481275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -481275.031250 Penalty: 2968.128418
	Iteration 36Q: 3 clusters Score -481275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -481275.156250 Penalty: 2968.128418
	Iteration 37Q: 3 clusters Score -481275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -481276.093750 Penalty: 2968.128418
	Iteration 38Q: 3 clusters Score -481276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -481276.093750 Penalty: 2968.128418
	Iteration 39F: 3 clusters Score -481276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -213867.203125 Penalty: 1331.786621
	Iteration 0F: 2 clusters Score -213867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -210736.359375 Penalty: 2663.573242
	Iteration 0F: 3 clusters Score -210736.4 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -211550.203125 Penalty: 2663.573242
	Iteration 1F: 3 clusters Score -211550.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -211752.343750 Penalty: 2663.573242
	Iteration 2F: 3 clusters Score -211752.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -211962.234375 Penalty: 2663.573242
	Iteration 3F: 3 clusters Score -211962.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -212199.265625 Penalty: 2663.573242
	Iteration 4F: 3 clusters Score -212199.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -212381.593750 Penalty: 2663.573242
	Iteration 5F: 3 clusters Score -212381.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -212519.031250 Penalty: 2663.573242
	Iteration 6Q: 3 clusters Score -212519 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -212624.343750 Penalty: 2663.573242
	Iteration 7Q: 3 clusters Score -212624.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -212712.015625 Penalty: 2663.573242
	Iteration 8Q: 3 clusters Score -212712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -212794.968750 Penalty: 2663.573242
	Iteration 9Q: 3 clusters Score -212795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -212870.312500 Penalty: 2663.573242
	Iteration 10Q: 3 clusters Score -212870.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -212936.578125 Penalty: 2663.573242
	Iteration 11Q: 3 clusters Score -212936.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -212991.015625 Penalty: 2663.573242
	Iteration 12Q: 3 clusters Score -212991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -213037.234375 Penalty: 2663.573242
	Iteration 13Q: 3 clusters Score -213037.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -213073.781250 Penalty: 2663.573242
	Iteration 14Q: 3 clusters Score -213073.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -213099.218750 Penalty: 2663.573242
	Iteration 15Q: 3 clusters Score -213099.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -213122.750000 Penalty: 2663.573242
	Iteration 16Q: 3 clusters Score -213122.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -213140.578125 Penalty: 2663.573242
	Iteration 17Q: 3 clusters Score -213140.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -213151.562500 Penalty: 2663.573242
	Iteration 18Q: 3 clusters Score -213151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -213158.906250 Penalty: 2663.573242
	Iteration 19Q: 3 clusters Score -213158.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -213169.109375 Penalty: 2663.573242
	Iteration 20F: 3 clusters Score -213169.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -213177.703125 Penalty: 2663.573242
	Iteration 21Q: 3 clusters Score -213177.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -213187.593750 Penalty: 2663.573242
	Iteration 22Q: 3 clusters Score -213187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -213193.750000 Penalty: 2663.573242
	Iteration 23Q: 3 clusters Score -213193.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213198.671875 Penalty: 2663.573242
	Iteration 24Q: 3 clusters Score -213198.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -213203.296875 Penalty: 2663.573242
	Iteration 25Q: 3 clusters Score -213203.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -213211.375000 Penalty: 2663.573242
	Iteration 26Q: 3 clusters Score -213211.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -213219.765625 Penalty: 2663.573242
	Iteration 27Q: 3 clusters Score -213219.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -213225.812500 Penalty: 2663.573242
	Iteration 28Q: 3 clusters Score -213225.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -213233.421875 Penalty: 2663.573242
	Iteration 29Q: 3 clusters Score -213233.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -213237.421875 Penalty: 2663.573242
	Iteration 30Q: 3 clusters Score -213237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -213240.718750 Penalty: 2663.573242
	Iteration 31Q: 3 clusters Score -213240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -213243.765625 Penalty: 2663.573242
	Iteration 32Q: 3 clusters Score -213243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -213247.781250 Penalty: 2663.573242
	Iteration 33Q: 3 clusters Score -213247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -213250.609375 Penalty: 2663.573242
	Iteration 34Q: 3 clusters Score -213250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -213252.234375 Penalty: 2663.573242
	Iteration 35Q: 3 clusters Score -213252.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -213254.296875 Penalty: 2663.573242
	Iteration 36Q: 3 clusters Score -213254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -213255.015625 Penalty: 2663.573242
	Iteration 37Q: 3 clusters Score -213255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -213257.687500 Penalty: 2663.573242
	Iteration 38Q: 3 clusters Score -213257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213259.421875 Penalty: 2663.573242
	Iteration 39Q: 3 clusters Score -213259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -213261.593750 Penalty: 2663.573242
	Iteration 40F: 3 clusters Score -213261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -213264.406250 Penalty: 2663.573242
	Iteration 41Q: 3 clusters Score -213264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -213265.781250 Penalty: 2663.573242
	Iteration 42Q: 3 clusters Score -213265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -213266.515625 Penalty: 2663.573242
	Iteration 43Q: 3 clusters Score -213266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -213267.703125 Penalty: 2663.573242
	Iteration 44Q: 3 clusters Score -213267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -213268.156250 Penalty: 2663.573242
	Iteration 45Q: 3 clusters Score -213268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -213269.031250 Penalty: 2663.573242
	Iteration 46Q: 3 clusters Score -213269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213270.062500 Penalty: 2663.573242
	Iteration 47Q: 3 clusters Score -213270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -213271.453125 Penalty: 2663.573242
	Iteration 48Q: 3 clusters Score -213271.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -213274.281250 Penalty: 2663.573242
	Iteration 49Q: 3 clusters Score -213274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -213276.453125 Penalty: 2663.573242
	Iteration 50Q: 3 clusters Score -213276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213279.453125 Penalty: 2663.573242
	Iteration 51Q: 3 clusters Score -213279.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -213281.390625 Penalty: 2663.573242
	Iteration 52Q: 3 clusters Score -213281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -213281.437500 Penalty: 2663.573242
	Iteration 53Q: 3 clusters Score -213281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -213281.687500 Penalty: 2663.573242
	Iteration 54Q: 3 clusters Score -213281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -213282.281250 Penalty: 2663.573242
	Iteration 55Q: 3 clusters Score -213282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -213282.531250 Penalty: 2663.573242
	Iteration 56Q: 3 clusters Score -213282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -213282.531250 Penalty: 2663.573242
	Iteration 57F: 3 clusters Score -213282.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Entering Unmasked Estep 
Score: -3316491.250000 Penalty: 1773.092041
	Iteration 0F: 2 clusters Score -3316491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3279902.500000 Penalty: 3546.184082
	Iteration 0F: 3 clusters Score -3279902 nChanged 25682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3294312.500000 Penalty: 3546.184082
	Iteration 1F: 3 clusters Score -3294312 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3294774.250000 Penalty: 3546.184082
	Iteration 2Q: 3 clusters Score -3294774 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3295358.500000 Penalty: 3546.184082
	Iteration 3Q: 3 clusters Score -3295358 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3296068.500000 Penalty: 3546.184082
	Iteration 4Q: 3 clusters Score -3296068 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3297028.750000 Penalty: 3546.184082
	Iteration 5Q: 3 clusters Score -3297029 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3298224.750000 Penalty: 3546.184082
	Iteration 6Q: 3 clusters Score -3298225 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3299748.000000 Penalty: 3546.184082
	Iteration 7F: 3 clusters Score -3299748 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3301663.500000 Penalty: 3546.184082
	Iteration 8F: 3 clusters Score -3301664 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -3303878.250000 Penalty: 3546.184082
	Iteration 9F: 3 clusters Score -3303878 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -3306135.000000 Penalty: 3546.184082
	Iteration 10F: 3 clusters Score -3306135 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -3308018.250000 Penalty: 3546.184082
	Iteration 11Q: 3 clusters Score -3308018 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -3309614.250000 Penalty: 3546.184082
	Iteration 12Q: 3 clusters Score -3309614 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -3310882.500000 Penalty: 3546.184082
	Iteration 13Q: 3 clusters Score -3310882 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -3311928.000000 Penalty: 3546.184082
	Iteration 14Q: 3 clusters Score -3311928 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -3312728.000000 Penalty: 3546.184082
	Iteration 15Q: 3 clusters Score -3312728 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -3313398.000000 Penalty: 3546.184082
	Iteration 16Q: 3 clusters Score -3313398 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -3313889.250000 Penalty: 3546.184082
	Iteration 17Q: 3 clusters Score -3313889 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -3314228.250000 Penalty: 3546.184082
	Iteration 18Q: 3 clusters Score -3314228 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -3314460.250000 Penalty: 3546.184082
	Iteration 19Q: 3 clusters Score -3314460 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -3314627.750000 Penalty: 3546.184082
	Iteration 20F: 3 clusters Score -3314628 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -3314770.750000 Penalty: 3546.184082
	Iteration 21Q: 3 clusters Score -3314771 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -3314852.500000 Penalty: 3546.184082
	Iteration 22Q: 3 clusters Score -3314852 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -3314924.750000 Penalty: 3546.184082
	Iteration 23Q: 3 clusters Score -3314925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -3314961.250000 Penalty: 3546.184082
	Iteration 24Q: 3 clusters Score -3314961 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -3314987.000000 Penalty: 3546.184082
	Iteration 25Q: 3 clusters Score -3314987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -3315026.750000 Penalty: 3546.184082
	Iteration 26Q: 3 clusters Score -3315027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -3315032.750000 Penalty: 3546.184082
	Iteration 27Q: 3 clusters Score -3315033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -3315045.250000 Penalty: 3546.184082
	Iteration 28Q: 3 clusters Score -3315045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -3315051.750000 Penalty: 3546.184082
	Iteration 29Q: 3 clusters Score -3315052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -3315077.000000 Penalty: 3546.184082
	Iteration 30Q: 3 clusters Score -3315077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -3315100.750000 Penalty: 3546.184082
	Iteration 31Q: 3 clusters Score -3315101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -3315117.750000 Penalty: 3546.184082
	Iteration 32Q: 3 clusters Score -3315118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -3315128.750000 Penalty: 3546.184082
	Iteration 33Q: 3 clusters Score -3315129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -3315143.250000 Penalty: 3546.184082
	Iteration 34Q: 3 clusters Score -3315143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -3315154.750000 Penalty: 3546.184082
	Iteration 35Q: 3 clusters Score -3315155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -3315162.750000 Penalty: 3546.184082
	Iteration 36Q: 3 clusters Score -3315163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -3315172.500000 Penalty: 3546.184082
	Iteration 37Q: 3 clusters Score -3315172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -3315174.250000 Penalty: 3546.184082
	Iteration 38Q: 3 clusters Score -3315174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -3315181.000000 Penalty: 3546.184082
	Iteration 39Q: 3 clusters Score -3315181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -3315182.750000 Penalty: 3546.184082
	Iteration 40F: 3 clusters Score -3315183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -3315188.000000 Penalty: 3546.184082
	Iteration 41Q: 3 clusters Score -3315188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -3315185.500000 Penalty: 3546.184082
	Iteration 42Q: 3 clusters Score -3315186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -3315188.500000 Penalty: 3546.184082
	Iteration 43Q: 3 clusters Score -3315188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -3315205.000000 Penalty: 3546.184082
	Iteration 44Q: 3 clusters Score -3315205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -3315207.250000 Penalty: 3546.184082
	Iteration 45Q: 3 clusters Score -3315207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -3315214.500000 Penalty: 3546.184082
	Iteration 46Q: 3 clusters Score -3315214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -3315221.500000 Penalty: 3546.184082
	Iteration 47Q: 3 clusters Score -3315222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -3315221.750000 Penalty: 3546.184082
	Iteration 48Q: 3 clusters Score -3315222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -3315223.000000 Penalty: 3546.184082
	Iteration 49Q: 3 clusters Score -3315223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -3315226.750000 Penalty: 3546.184082
	Iteration 50Q: 3 clusters Score -3315227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -3315232.000000 Penalty: 3546.184082
	Iteration 51Q: 3 clusters Score -3315232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -3315232.500000 Penalty: 3546.184082
	Iteration 52Q: 3 clusters Score -3315232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -3315233.500000 Penalty: 3546.184082
	Iteration 53Q: 3 clusters Score -3315234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -3315236.500000 Penalty: 3546.184082
	Iteration 54Q: 3 clusters Score -3315236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -3315237.500000 Penalty: 3546.184082
	Iteration 55Q: 3 clusters Score -3315238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -3315238.500000 Penalty: 3546.184082
	Iteration 56Q: 3 clusters Score -3315238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -3315235.000000 Penalty: 3546.184082
	Iteration 57Q: 3 clusters Score -3315235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -3315239.250000 Penalty: 3546.184082
	Iteration 58Q: 3 clusters Score -3315239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -3315239.250000 Penalty: 3546.184082
	Iteration 59F: 3 clusters Score -3315239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -689730.687500 Penalty: 1518.385254
	Iteration 0F: 2 clusters Score -689730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -681612.062500 Penalty: 3036.770508
	Iteration 0F: 3 clusters Score -681612.1 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -684260.437500 Penalty: 3036.770508
	Iteration 1F: 3 clusters Score -684260.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -684500.812500 Penalty: 3036.770508
	Iteration 2F: 3 clusters Score -684500.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -684685.937500 Penalty: 3036.770508
	Iteration 3Q: 3 clusters Score -684685.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -684856.937500 Penalty: 3036.770508
	Iteration 4Q: 3 clusters Score -684856.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -685055.875000 Penalty: 3036.770508
	Iteration 5Q: 3 clusters Score -685055.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -685296.125000 Penalty: 3036.770508
	Iteration 6Q: 3 clusters Score -685296.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -685608.000000 Penalty: 3036.770508
	Iteration 7F: 3 clusters Score -685608 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -685988.125000 Penalty: 3036.770508
	Iteration 8F: 3 clusters Score -685988.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -686435.187500 Penalty: 3036.770508
	Iteration 9F: 3 clusters Score -686435.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -686832.875000 Penalty: 3036.770508
	Iteration 10F: 3 clusters Score -686832.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -687164.937500 Penalty: 3036.770508
	Iteration 11Q: 3 clusters Score -687164.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -687436.250000 Penalty: 3036.770508
	Iteration 12Q: 3 clusters Score -687436.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -687631.375000 Penalty: 3036.770508
	Iteration 13Q: 3 clusters Score -687631.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -687797.937500 Penalty: 3036.770508
	Iteration 14Q: 3 clusters Score -687797.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -687927.125000 Penalty: 3036.770508
	Iteration 15Q: 3 clusters Score -687927.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -688008.937500 Penalty: 3036.770508
	Iteration 16Q: 3 clusters Score -688008.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -688077.562500 Penalty: 3036.770508
	Iteration 17Q: 3 clusters Score -688077.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -688124.812500 Penalty: 3036.770508
	Iteration 18Q: 3 clusters Score -688124.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -688173.250000 Penalty: 3036.770508
	Iteration 19Q: 3 clusters Score -688173.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -688216.500000 Penalty: 3036.770508
	Iteration 20F: 3 clusters Score -688216.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -688255.062500 Penalty: 3036.770508
	Iteration 21Q: 3 clusters Score -688255.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -688288.062500 Penalty: 3036.770508
	Iteration 22Q: 3 clusters Score -688288.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -688320.687500 Penalty: 3036.770508
	Iteration 23Q: 3 clusters Score -688320.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -688344.437500 Penalty: 3036.770508
	Iteration 24Q: 3 clusters Score -688344.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -688359.875000 Penalty: 3036.770508
	Iteration 25Q: 3 clusters Score -688359.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -688371.500000 Penalty: 3036.770508
	Iteration 26Q: 3 clusters Score -688371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -688378.187500 Penalty: 3036.770508
	Iteration 27Q: 3 clusters Score -688378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -688382.437500 Penalty: 3036.770508
	Iteration 28Q: 3 clusters Score -688382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -688385.750000 Penalty: 3036.770508
	Iteration 29Q: 3 clusters Score -688385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -688386.437500 Penalty: 3036.770508
	Iteration 30Q: 3 clusters Score -688386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -688393.687500 Penalty: 3036.770508
	Iteration 31Q: 3 clusters Score -688393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -688394.375000 Penalty: 3036.770508
	Iteration 32Q: 3 clusters Score -688394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -688395.187500 Penalty: 3036.770508
	Iteration 33Q: 3 clusters Score -688395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -688395.187500 Penalty: 3036.770508
	Iteration 34F: 3 clusters Score -688395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Entering Unmasked Estep 
Score: -1154821.750000 Penalty: 1602.801636
	Iteration 0F: 2 clusters Score -1154822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1141711.500000 Penalty: 3205.603271
	Iteration 0F: 3 clusters Score -1141712 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1146372.875000 Penalty: 3205.603271
	Iteration 1F: 3 clusters Score -1146373 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1146741.625000 Penalty: 3205.603271
	Iteration 2F: 3 clusters Score -1146742 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1147199.250000 Penalty: 3205.603271
	Iteration 3F: 3 clusters Score -1147199 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1147834.125000 Penalty: 3205.603271
	Iteration 4F: 3 clusters Score -1147834 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1148669.875000 Penalty: 3205.603271
	Iteration 5F: 3 clusters Score -1148670 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1149666.250000 Penalty: 3205.603271
	Iteration 6F: 3 clusters Score -1149666 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1150763.625000 Penalty: 3205.603271
	Iteration 7F: 3 clusters Score -1150764 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1151710.375000 Penalty: 3205.603271
	Iteration 8F: 3 clusters Score -1151710 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1152405.875000 Penalty: 3205.603271
	Iteration 9Q: 3 clusters Score -1152406 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1152837.500000 Penalty: 3205.603271
	Iteration 10Q: 3 clusters Score -1152838 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1153084.375000 Penalty: 3205.603271
	Iteration 11Q: 3 clusters Score -1153084 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1153204.375000 Penalty: 3205.603271
	Iteration 12Q: 3 clusters Score -1153204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1153274.875000 Penalty: 3205.603271
	Iteration 13Q: 3 clusters Score -1153275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1153320.250000 Penalty: 3205.603271
	Iteration 14Q: 3 clusters Score -1153320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1153354.625000 Penalty: 3205.603271
	Iteration 15Q: 3 clusters Score -1153355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1153388.250000 Penalty: 3205.603271
	Iteration 16Q: 3 clusters Score -1153388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1153410.125000 Penalty: 3205.603271
	Iteration 17Q: 3 clusters Score -1153410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1153432.000000 Penalty: 3205.603271
	Iteration 18Q: 3 clusters Score -1153432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1153442.625000 Penalty: 3205.603271
	Iteration 19Q: 3 clusters Score -1153443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1153456.250000 Penalty: 3205.603271
	Iteration 20F: 3 clusters Score -1153456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1153459.625000 Penalty: 3205.603271
	Iteration 21Q: 3 clusters Score -1153460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1153466.375000 Penalty: 3205.603271
	Iteration 22Q: 3 clusters Score -1153466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1153469.000000 Penalty: 3205.603271
	Iteration 23Q: 3 clusters Score -1153469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -1153470.500000 Penalty: 3205.603271
	Iteration 24Q: 3 clusters Score -1153470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1153472.125000 Penalty: 3205.603271
	Iteration 25Q: 3 clusters Score -1153472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -1153476.500000 Penalty: 3205.603271
	Iteration 26Q: 3 clusters Score -1153476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1153481.250000 Penalty: 3205.603271
	Iteration 27Q: 3 clusters Score -1153481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1153485.750000 Penalty: 3205.603271
	Iteration 28Q: 3 clusters Score -1153486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -1153489.125000 Penalty: 3205.603271
	Iteration 29Q: 3 clusters Score -1153489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1153492.625000 Penalty: 3205.603271
	Iteration 30Q: 3 clusters Score -1153493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1153493.000000 Penalty: 3205.603271
	Iteration 31Q: 3 clusters Score -1153493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1153494.125000 Penalty: 3205.603271
	Iteration 32Q: 3 clusters Score -1153494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1153494.125000 Penalty: 3205.603271
	Iteration 33F: 3 clusters Score -1153494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -204532.312500 Penalty: 1333.170410
	Iteration 0F: 2 clusters Score -204532.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -201465.765625 Penalty: 2666.340820
	Iteration 0F: 3 clusters Score -201465.8 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -202450.468750 Penalty: 2666.340820
	Iteration 1F: 3 clusters Score -202450.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -202800.390625 Penalty: 2666.340820
	Iteration 2F: 3 clusters Score -202800.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -203123.015625 Penalty: 2666.340820
	Iteration 3F: 3 clusters Score -203123 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -203334.093750 Penalty: 2666.340820
	Iteration 4F: 3 clusters Score -203334.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -203466.140625 Penalty: 2666.340820
	Iteration 5Q: 3 clusters Score -203466.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -203542.953125 Penalty: 2666.340820
	Iteration 6Q: 3 clusters Score -203543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -203593.140625 Penalty: 2666.340820
	Iteration 7Q: 3 clusters Score -203593.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -203634.562500 Penalty: 2666.340820
	Iteration 8Q: 3 clusters Score -203634.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -203669.500000 Penalty: 2666.340820
	Iteration 9Q: 3 clusters Score -203669.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -203708.015625 Penalty: 2666.340820
	Iteration 10Q: 3 clusters Score -203708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -203742.156250 Penalty: 2666.340820
	Iteration 11Q: 3 clusters Score -203742.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -203767.593750 Penalty: 2666.340820
	Iteration 12Q: 3 clusters Score -203767.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -203787.234375 Penalty: 2666.340820
	Iteration 13Q: 3 clusters Score -203787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -203802.562500 Penalty: 2666.340820
	Iteration 14Q: 3 clusters Score -203802.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -203817.921875 Penalty: 2666.340820
	Iteration 15Q: 3 clusters Score -203817.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -203827.656250 Penalty: 2666.340820
	Iteration 16Q: 3 clusters Score -203827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -203839.703125 Penalty: 2666.340820
	Iteration 17Q: 3 clusters Score -203839.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -203851.265625 Penalty: 2666.340820
	Iteration 18Q: 3 clusters Score -203851.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -203861.968750 Penalty: 2666.340820
	Iteration 19Q: 3 clusters Score -203862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -203871.750000 Penalty: 2666.340820
	Iteration 20F: 3 clusters Score -203871.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -203879.156250 Penalty: 2666.340820
	Iteration 21Q: 3 clusters Score -203879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -203889.296875 Penalty: 2666.340820
	Iteration 22Q: 3 clusters Score -203889.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -203903.171875 Penalty: 2666.340820
	Iteration 23Q: 3 clusters Score -203903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -203918.000000 Penalty: 2666.340820
	Iteration 24Q: 3 clusters Score -203918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -203924.750000 Penalty: 2666.340820
	Iteration 25Q: 3 clusters Score -203924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -203929.203125 Penalty: 2666.340820
	Iteration 26Q: 3 clusters Score -203929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -203933.031250 Penalty: 2666.340820
	Iteration 27Q: 3 clusters Score -203933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -203937.609375 Penalty: 2666.340820
	Iteration 28Q: 3 clusters Score -203937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -203941.359375 Penalty: 2666.340820
	Iteration 29Q: 3 clusters Score -203941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -203945.281250 Penalty: 2666.340820
	Iteration 30Q: 3 clusters Score -203945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -203948.046875 Penalty: 2666.340820
	Iteration 31Q: 3 clusters Score -203948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -203949.375000 Penalty: 2666.340820
	Iteration 32Q: 3 clusters Score -203949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -203949.812500 Penalty: 2666.340820
	Iteration 33Q: 3 clusters Score -203949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -203950.734375 Penalty: 2666.340820
	Iteration 34Q: 3 clusters Score -203950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -203955.921875 Penalty: 2666.340820
	Iteration 35Q: 3 clusters Score -203955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -203961.359375 Penalty: 2666.340820
	Iteration 36Q: 3 clusters Score -203961.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -203966.031250 Penalty: 2666.340820
	Iteration 37Q: 3 clusters Score -203966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -203969.156250 Penalty: 2666.340820
	Iteration 38Q: 3 clusters Score -203969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -203971.109375 Penalty: 2666.340820
	Iteration 39Q: 3 clusters Score -203971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -203973.984375 Penalty: 2666.340820
	Iteration 40F: 3 clusters Score -203974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -203978.062500 Penalty: 2666.340820
	Iteration 41Q: 3 clusters Score -203978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -203989.218750 Penalty: 2666.340820
	Iteration 42Q: 3 clusters Score -203989.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -203999.937500 Penalty: 2666.340820
	Iteration 43Q: 3 clusters Score -203999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -204010.031250 Penalty: 2666.340820
	Iteration 44Q: 3 clusters Score -204010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -204017.359375 Penalty: 2666.340820
	Iteration 45Q: 3 clusters Score -204017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -204020.718750 Penalty: 2666.340820
	Iteration 46Q: 3 clusters Score -204020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -204022.453125 Penalty: 2666.340820
	Iteration 47Q: 3 clusters Score -204022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -204023.687500 Penalty: 2666.340820
	Iteration 48Q: 3 clusters Score -204023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -204025.078125 Penalty: 2666.340820
	Iteration 49Q: 3 clusters Score -204025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -204027.781250 Penalty: 2666.340820
	Iteration 50Q: 3 clusters Score -204027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -204028.078125 Penalty: 2666.340820
	Iteration 51Q: 3 clusters Score -204028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -204028.078125 Penalty: 2666.340820
	Iteration 52F: 3 clusters Score -204028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Entering Unmasked Estep 
Score: -1610904.750000 Penalty: 1655.383179
	Iteration 0F: 2 clusters Score -1610905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1592893.375000 Penalty: 3310.766357
	Iteration 0F: 3 clusters Score -1592893 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1599663.000000 Penalty: 3310.766357
	Iteration 1F: 3 clusters Score -1599663 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1599983.750000 Penalty: 3310.766357
	Iteration 2Q: 3 clusters Score -1599984 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1600271.000000 Penalty: 3310.766357
	Iteration 3Q: 3 clusters Score -1600271 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1600629.375000 Penalty: 3310.766357
	Iteration 4Q: 3 clusters Score -1600629 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1601097.625000 Penalty: 3310.766357
	Iteration 5Q: 3 clusters Score -1601098 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1601865.875000 Penalty: 3310.766357
	Iteration 6F: 3 clusters Score -1601866 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1603076.500000 Penalty: 3310.766357
	Iteration 7F: 3 clusters Score -1603076 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -1604798.750000 Penalty: 3310.766357
	Iteration 8F: 3 clusters Score -1604799 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -1606723.625000 Penalty: 3310.766357
	Iteration 9F: 3 clusters Score -1606724 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1608181.125000 Penalty: 3310.766357
	Iteration 10F: 3 clusters Score -1608181 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -1608900.250000 Penalty: 3310.766357
	Iteration 11Q: 3 clusters Score -1608900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -1609199.000000 Penalty: 3310.766357
	Iteration 12Q: 3 clusters Score -1609199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -1609336.250000 Penalty: 3310.766357
	Iteration 13Q: 3 clusters Score -1609336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -1609409.625000 Penalty: 3310.766357
	Iteration 14Q: 3 clusters Score -1609410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -1609450.875000 Penalty: 3310.766357
	Iteration 15Q: 3 clusters Score -1609451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1609469.500000 Penalty: 3310.766357
	Iteration 16Q: 3 clusters Score -1609470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -1609480.625000 Penalty: 3310.766357
	Iteration 17Q: 3 clusters Score -1609481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1609490.375000 Penalty: 3310.766357
	Iteration 18Q: 3 clusters Score -1609490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1609499.125000 Penalty: 3310.766357
	Iteration 19Q: 3 clusters Score -1609499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -1609504.000000 Penalty: 3310.766357
	Iteration 20F: 3 clusters Score -1609504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -1609506.750000 Penalty: 3310.766357
	Iteration 21Q: 3 clusters Score -1609507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -1609510.875000 Penalty: 3310.766357
	Iteration 22Q: 3 clusters Score -1609511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1609510.125000 Penalty: 3310.766357
	Iteration 23Q: 3 clusters Score -1609510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -1609513.500000 Penalty: 3310.766357
	Iteration 24Q: 3 clusters Score -1609514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -1609513.500000 Penalty: 3310.766357
	Iteration 25F: 3 clusters Score -1609514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -50295.292969 Penalty: 1101.552490
	Iteration 0F: 2 clusters Score -50295.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48934.097656 Penalty: 2203.104980
	Iteration 0F: 3 clusters Score -48934.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49154.574219 Penalty: 2203.104980
	Iteration 1F: 3 clusters Score -49154.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49192.429688 Penalty: 2203.104980
	Iteration 2F: 3 clusters Score -49192.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -49213.148438 Penalty: 2203.104980
	Iteration 3Q: 3 clusters Score -49213.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49228.484375 Penalty: 2203.104980
	Iteration 4Q: 3 clusters Score -49228.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49234.878906 Penalty: 2203.104980
	Iteration 5Q: 3 clusters Score -49234.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -49238.375000 Penalty: 2203.104980
	Iteration 6Q: 3 clusters Score -49238.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49241.003906 Penalty: 2203.104980
	Iteration 7Q: 3 clusters Score -49241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49241.328125 Penalty: 2203.104980
	Iteration 8Q: 3 clusters Score -49241.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49241.328125 Penalty: 2203.104980
	Iteration 9F: 3 clusters Score -49241.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -357924.187500 Penalty: 1417.604492
	Iteration 0F: 2 clusters Score -357924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -353228.593750 Penalty: 2835.208984
	Iteration 0F: 3 clusters Score -353228.6 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -354789.718750 Penalty: 2835.208984
	Iteration 1F: 3 clusters Score -354789.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -355192.000000 Penalty: 2835.208984
	Iteration 2F: 3 clusters Score -355192 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -355441.593750 Penalty: 2835.208984
	Iteration 3F: 3 clusters Score -355441.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -355613.468750 Penalty: 2835.208984
	Iteration 4F: 3 clusters Score -355613.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -355766.093750 Penalty: 2835.208984
	Iteration 5Q: 3 clusters Score -355766.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -355909.968750 Penalty: 2835.208984
	Iteration 6Q: 3 clusters Score -355910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -356028.468750 Penalty: 2835.208984
	Iteration 7Q: 3 clusters Score -356028.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -356145.593750 Penalty: 2835.208984
	Iteration 8Q: 3 clusters Score -356145.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -356257.093750 Penalty: 2835.208984
	Iteration 9Q: 3 clusters Score -356257.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -356364.406250 Penalty: 2835.208984
	Iteration 10Q: 3 clusters Score -356364.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -356465.750000 Penalty: 2835.208984
	Iteration 11Q: 3 clusters Score -356465.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -356593.093750 Penalty: 2835.208984
	Iteration 12Q: 3 clusters Score -356593.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -356734.375000 Penalty: 2835.208984
	Iteration 13Q: 3 clusters Score -356734.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -356871.250000 Penalty: 2835.208984
	Iteration 14Q: 3 clusters Score -356871.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -357026.125000 Penalty: 2835.208984
	Iteration 15Q: 3 clusters Score -357026.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -357194.343750 Penalty: 2835.208984
	Iteration 16Q: 3 clusters Score -357194.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -357356.125000 Penalty: 2835.208984
	Iteration 17Q: 3 clusters Score -357356.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -357468.218750 Penalty: 2835.208984
	Iteration 18Q: 3 clusters Score -357468.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -357556.406250 Penalty: 2835.208984
	Iteration 19Q: 3 clusters Score -357556.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -357615.125000 Penalty: 2835.208984
	Iteration 20F: 3 clusters Score -357615.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -357645.406250 Penalty: 2835.208984
	Iteration 21Q: 3 clusters Score -357645.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -357664.218750 Penalty: 2835.208984
	Iteration 22Q: 3 clusters Score -357664.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -357680.468750 Penalty: 2835.208984
	Iteration 23Q: 3 clusters Score -357680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -357685.750000 Penalty: 2835.208984
	Iteration 24Q: 3 clusters Score -357685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -357696.687500 Penalty: 2835.208984
	Iteration 25Q: 3 clusters Score -357696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -357700.250000 Penalty: 2835.208984
	Iteration 26Q: 3 clusters Score -357700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -357701.125000 Penalty: 2835.208984
	Iteration 27Q: 3 clusters Score -357701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -357702.281250 Penalty: 2835.208984
	Iteration 28Q: 3 clusters Score -357702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -357703.718750 Penalty: 2835.208984
	Iteration 29Q: 3 clusters Score -357703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -357709.781250 Penalty: 2835.208984
	Iteration 30Q: 3 clusters Score -357709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -357721.968750 Penalty: 2835.208984
	Iteration 31Q: 3 clusters Score -357722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -357734.937500 Penalty: 2835.208984
	Iteration 32Q: 3 clusters Score -357734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -357736.812500 Penalty: 2835.208984
	Iteration 33Q: 3 clusters Score -357736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -357736.812500 Penalty: 2835.208984
	Iteration 34F: 3 clusters Score -357736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Entering Unmasked Estep 
Score: -4585705.000000 Penalty: 1825.224854
	Iteration 0F: 2 clusters Score -4585705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4535282.000000 Penalty: 3650.449707
	Iteration 0F: 3 clusters Score -4535282 nChanged 35832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4555518.000000 Penalty: 3650.449707
	Iteration 1F: 3 clusters Score -4555518 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4556183.000000 Penalty: 3650.449707
	Iteration 2Q: 3 clusters Score -4556183 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4556931.500000 Penalty: 3650.449707
	Iteration 3Q: 3 clusters Score -4556932 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4557849.000000 Penalty: 3650.449707
	Iteration 4Q: 3 clusters Score -4557849 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4559133.000000 Penalty: 3650.449707
	Iteration 5Q: 3 clusters Score -4559133 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4560901.500000 Penalty: 3650.449707
	Iteration 6F: 3 clusters Score -4560902 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4562951.000000 Penalty: 3650.449707
	Iteration 7F: 3 clusters Score -4562951 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4565021.000000 Penalty: 3650.449707
	Iteration 8F: 3 clusters Score -4565021 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4566903.500000 Penalty: 3650.449707
	Iteration 9F: 3 clusters Score -4566904 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4568521.500000 Penalty: 3650.449707
	Iteration 10Q: 3 clusters Score -4568522 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4569874.500000 Penalty: 3650.449707
	Iteration 11Q: 3 clusters Score -4569874 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -4571184.000000 Penalty: 3650.449707
	Iteration 12Q: 3 clusters Score -4571184 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4572360.500000 Penalty: 3650.449707
	Iteration 13Q: 3 clusters Score -4572360 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4573477.500000 Penalty: 3650.449707
	Iteration 14Q: 3 clusters Score -4573478 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4574527.000000 Penalty: 3650.449707
	Iteration 15Q: 3 clusters Score -4574527 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4575677.000000 Penalty: 3650.449707
	Iteration 16Q: 3 clusters Score -4575677 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4576845.500000 Penalty: 3650.449707
	Iteration 17Q: 3 clusters Score -4576846 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4578204.000000 Penalty: 3650.449707
	Iteration 18Q: 3 clusters Score -4578204 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -4579613.000000 Penalty: 3650.449707
	Iteration 19Q: 3 clusters Score -4579613 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4581024.500000 Penalty: 3650.449707
	Iteration 20F: 3 clusters Score -4581024 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4582243.500000 Penalty: 3650.449707
	Iteration 21Q: 3 clusters Score -4582244 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4583102.000000 Penalty: 3650.449707
	Iteration 22Q: 3 clusters Score -4583102 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4583601.500000 Penalty: 3650.449707
	Iteration 23Q: 3 clusters Score -4583602 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4583893.500000 Penalty: 3650.449707
	Iteration 24Q: 3 clusters Score -4583894 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4584063.500000 Penalty: 3650.449707
	Iteration 25Q: 3 clusters Score -4584064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4584167.500000 Penalty: 3650.449707
	Iteration 26Q: 3 clusters Score -4584168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4584197.000000 Penalty: 3650.449707
	Iteration 27Q: 3 clusters Score -4584197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4584231.500000 Penalty: 3650.449707
	Iteration 28Q: 3 clusters Score -4584232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4584251.000000 Penalty: 3650.449707
	Iteration 29Q: 3 clusters Score -4584251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4584281.000000 Penalty: 3650.449707
	Iteration 30Q: 3 clusters Score -4584281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4584296.000000 Penalty: 3650.449707
	Iteration 31Q: 3 clusters Score -4584296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4584316.000000 Penalty: 3650.449707
	Iteration 32Q: 3 clusters Score -4584316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4584324.000000 Penalty: 3650.449707
	Iteration 33Q: 3 clusters Score -4584324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4584335.000000 Penalty: 3650.449707
	Iteration 34Q: 3 clusters Score -4584335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4584351.000000 Penalty: 3650.449707
	Iteration 35Q: 3 clusters Score -4584351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4584361.000000 Penalty: 3650.449707
	Iteration 36Q: 3 clusters Score -4584361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4584360.500000 Penalty: 3650.449707
	Iteration 37Q: 3 clusters Score -4584360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4584367.500000 Penalty: 3650.449707
	Iteration 38Q: 3 clusters Score -4584368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4584372.500000 Penalty: 3650.449707
	Iteration 39Q: 3 clusters Score -4584372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4584373.000000 Penalty: 3650.449707
	Iteration 40F: 3 clusters Score -4584373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4584377.000000 Penalty: 3650.449707
	Iteration 41Q: 3 clusters Score -4584377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4584377.000000 Penalty: 3650.449707
	Iteration 42Q: 3 clusters Score -4584377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4584377.000000 Penalty: 3650.449707
	Iteration 43F: 3 clusters Score -4584377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -128165.687500 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -128165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -125932.367188 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -125932.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -126589.937500 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -126589.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -126943.960938 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -126944 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -127231.898438 Penalty: 2519.927734
	Iteration 3F: 3 clusters Score -127231.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -127477.281250 Penalty: 2519.927734
	Iteration 4F: 3 clusters Score -127477.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -127664.179688 Penalty: 2519.927734
	Iteration 5F: 3 clusters Score -127664.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -127773.679688 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -127773.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -127842.335938 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -127842.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -127872.640625 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -127872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -127894.546875 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -127894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -127904.617188 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -127904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -127911.507812 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -127911.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -127915.625000 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -127915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -127922.132812 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -127922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -127927.078125 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -127927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -127931.921875 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -127931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -127936.531250 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -127936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -127940.218750 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -127940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -127941.414062 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -127941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -127942.546875 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -127942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -127943.031250 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -127943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -127943.500000 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -127943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -127944.992188 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -127945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -127947.226562 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -127947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -127950.382812 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -127950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -127955.484375 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -127955.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -127963.953125 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -127964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -127974.171875 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -127974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -127993.382812 Penalty: 2519.927734
	Iteration 28Q: 3 clusters Score -127993.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -128011.015625 Penalty: 2519.927734
	Iteration 29Q: 3 clusters Score -128011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -128026.648438 Penalty: 2519.927734
	Iteration 30Q: 3 clusters Score -128026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -128031.812500 Penalty: 2519.927734
	Iteration 31Q: 3 clusters Score -128031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -128034.062500 Penalty: 2519.927734
	Iteration 32Q: 3 clusters Score -128034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -128034.398438 Penalty: 2519.927734
	Iteration 33Q: 3 clusters Score -128034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -128034.640625 Penalty: 2519.927734
	Iteration 34Q: 3 clusters Score -128034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -128034.640625 Penalty: 2519.927734
	Iteration 35F: 3 clusters Score -128034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -268231.906250 Penalty: 1370.423706
	Iteration 0F: 2 clusters Score -268231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -264509.750000 Penalty: 2740.847412
	Iteration 0F: 3 clusters Score -264509.8 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -265455.000000 Penalty: 2740.847412
	Iteration 1F: 3 clusters Score -265455 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -265614.156250 Penalty: 2740.847412
	Iteration 2F: 3 clusters Score -265614.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -265710.187500 Penalty: 2740.847412
	Iteration 3Q: 3 clusters Score -265710.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -265774.468750 Penalty: 2740.847412
	Iteration 4Q: 3 clusters Score -265774.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -265830.406250 Penalty: 2740.847412
	Iteration 5Q: 3 clusters Score -265830.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -265881.812500 Penalty: 2740.847412
	Iteration 6Q: 3 clusters Score -265881.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -265936.531250 Penalty: 2740.847412
	Iteration 7Q: 3 clusters Score -265936.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -265993.500000 Penalty: 2740.847412
	Iteration 8Q: 3 clusters Score -265993.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -266068.281250 Penalty: 2740.847412
	Iteration 9Q: 3 clusters Score -266068.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -266142.093750 Penalty: 2740.847412
	Iteration 10Q: 3 clusters Score -266142.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -266213.937500 Penalty: 2740.847412
	Iteration 11Q: 3 clusters Score -266213.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -266285.250000 Penalty: 2740.847412
	Iteration 12Q: 3 clusters Score -266285.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -266359.906250 Penalty: 2740.847412
	Iteration 13Q: 3 clusters Score -266359.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -266440.281250 Penalty: 2740.847412
	Iteration 14Q: 3 clusters Score -266440.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -266533.718750 Penalty: 2740.847412
	Iteration 15Q: 3 clusters Score -266533.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -266623.093750 Penalty: 2740.847412
	Iteration 16Q: 3 clusters Score -266623.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -266707.937500 Penalty: 2740.847412
	Iteration 17Q: 3 clusters Score -266707.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -266802.968750 Penalty: 2740.847412
	Iteration 18Q: 3 clusters Score -266803 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -266880.406250 Penalty: 2740.847412
	Iteration 19Q: 3 clusters Score -266880.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -266932.218750 Penalty: 2740.847412
	Iteration 20F: 3 clusters Score -266932.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -266967.687500 Penalty: 2740.847412
	Iteration 21Q: 3 clusters Score -266967.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -267000.593750 Penalty: 2740.847412
	Iteration 22Q: 3 clusters Score -267000.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -267025.625000 Penalty: 2740.847412
	Iteration 23Q: 3 clusters Score -267025.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -267045.906250 Penalty: 2740.847412
	Iteration 24Q: 3 clusters Score -267045.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -267060.812500 Penalty: 2740.847412
	Iteration 25Q: 3 clusters Score -267060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -267064.125000 Penalty: 2740.847412
	Iteration 26Q: 3 clusters Score -267064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -267065.437500 Penalty: 2740.847412
	Iteration 27Q: 3 clusters Score -267065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -267066.906250 Penalty: 2740.847412
	Iteration 28Q: 3 clusters Score -267066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -267071.656250 Penalty: 2740.847412
	Iteration 29Q: 3 clusters Score -267071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -267077.562500 Penalty: 2740.847412
	Iteration 30Q: 3 clusters Score -267077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -267082.312500 Penalty: 2740.847412
	Iteration 31Q: 3 clusters Score -267082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -267085.187500 Penalty: 2740.847412
	Iteration 32Q: 3 clusters Score -267085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -267087.406250 Penalty: 2740.847412
	Iteration 33Q: 3 clusters Score -267087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -267092.625000 Penalty: 2740.847412
	Iteration 34Q: 3 clusters Score -267092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -267096.718750 Penalty: 2740.847412
	Iteration 35Q: 3 clusters Score -267096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -267098.281250 Penalty: 2740.847412
	Iteration 36Q: 3 clusters Score -267098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -267101.312500 Penalty: 2740.847412
	Iteration 37Q: 3 clusters Score -267101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -267102.625000 Penalty: 2740.847412
	Iteration 38Q: 3 clusters Score -267102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -267104.625000 Penalty: 2740.847412
	Iteration 39Q: 3 clusters Score -267104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -267108.406250 Penalty: 2740.847412
	Iteration 40F: 3 clusters Score -267108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -267109.500000 Penalty: 2740.847412
	Iteration 41Q: 3 clusters Score -267109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -267110.437500 Penalty: 2740.847412
	Iteration 42Q: 3 clusters Score -267110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -267111.375000 Penalty: 2740.847412
	Iteration 43Q: 3 clusters Score -267111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -267111.375000 Penalty: 2740.847412
	Iteration 44F: 3 clusters Score -267111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -104122.804688 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -104122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -102111.875000 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -102111.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -102648.375000 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -102648.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -102841.820312 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -102841.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -102992.234375 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -102992.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103113.953125 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -103114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -103202.867188 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -103202.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -103276.921875 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -103276.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -103334.726562 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -103334.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -103368.179688 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -103368.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -103398.625000 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -103398.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -103413.304688 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -103413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -103422.507812 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -103422.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -103429.117188 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -103429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -103434.562500 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -103434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -103437.468750 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -103437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -103440.445312 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -103440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -103442.312500 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -103442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -103445.398438 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -103445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -103447.609375 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -103447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -103448.625000 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -103448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -103449.296875 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -103449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -75315.890625 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -75315.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73444.523438 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -73444.52 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -73913.851562 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -73913.85 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -74117.898438 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -74117.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -74247.078125 Penalty: 2414.787109
	Iteration 3F: 3 clusters Score -74247.08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -74356.125000 Penalty: 2414.787109
	Iteration 4F: 3 clusters Score -74356.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -74433.539062 Penalty: 2414.787109
	Iteration 5Q: 3 clusters Score -74433.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -74475.046875 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -74475.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -74503.382812 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -74503.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -74525.460938 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -74525.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -74539.460938 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -74539.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74549.953125 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -74549.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -74567.835938 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -74567.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -74591.445312 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -74591.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -74621.992188 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -74621.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -74658.210938 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -74658.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -74689.515625 Penalty: 2414.787109
	Iteration 15Q: 3 clusters Score -74689.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -74717.296875 Penalty: 2414.787109
	Iteration 16Q: 3 clusters Score -74717.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -74731.343750 Penalty: 2414.787109
	Iteration 17Q: 3 clusters Score -74731.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74738.546875 Penalty: 2414.787109
	Iteration 18Q: 3 clusters Score -74738.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74741.234375 Penalty: 2414.787109
	Iteration 19Q: 3 clusters Score -74741.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74741.234375 Penalty: 2414.787109
	Iteration 20F: 3 clusters Score -74741.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Entering Unmasked Estep 
Score: -1275831.250000 Penalty: 1617.144409
	Iteration 0F: 2 clusters Score -1275831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1261563.750000 Penalty: 3234.288818
	Iteration 0F: 3 clusters Score -1261564 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1266873.750000 Penalty: 3234.288818
	Iteration 1F: 3 clusters Score -1266874 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1267304.000000 Penalty: 3234.288818
	Iteration 2F: 3 clusters Score -1267304 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1267738.500000 Penalty: 3234.288818
	Iteration 3Q: 3 clusters Score -1267738 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1268196.250000 Penalty: 3234.288818
	Iteration 4Q: 3 clusters Score -1268196 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1268745.875000 Penalty: 3234.288818
	Iteration 5F: 3 clusters Score -1268746 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1269496.750000 Penalty: 3234.288818
	Iteration 6F: 3 clusters Score -1269497 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1270452.375000 Penalty: 3234.288818
	Iteration 7F: 3 clusters Score -1270452 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1271574.875000 Penalty: 3234.288818
	Iteration 8F: 3 clusters Score -1271575 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1272725.750000 Penalty: 3234.288818
	Iteration 9F: 3 clusters Score -1272726 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1273691.125000 Penalty: 3234.288818
	Iteration 10Q: 3 clusters Score -1273691 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1274238.625000 Penalty: 3234.288818
	Iteration 11Q: 3 clusters Score -1274239 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1274519.125000 Penalty: 3234.288818
	Iteration 12Q: 3 clusters Score -1274519 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1274669.500000 Penalty: 3234.288818
	Iteration 13Q: 3 clusters Score -1274670 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1274747.875000 Penalty: 3234.288818
	Iteration 14Q: 3 clusters Score -1274748 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1274806.875000 Penalty: 3234.288818
	Iteration 15Q: 3 clusters Score -1274807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1274834.250000 Penalty: 3234.288818
	Iteration 16Q: 3 clusters Score -1274834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1274855.625000 Penalty: 3234.288818
	Iteration 17Q: 3 clusters Score -1274856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1274875.875000 Penalty: 3234.288818
	Iteration 18Q: 3 clusters Score -1274876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1274889.500000 Penalty: 3234.288818
	Iteration 19Q: 3 clusters Score -1274890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1274896.125000 Penalty: 3234.288818
	Iteration 20F: 3 clusters Score -1274896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1274906.875000 Penalty: 3234.288818
	Iteration 21Q: 3 clusters Score -1274907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1274910.125000 Penalty: 3234.288818
	Iteration 22Q: 3 clusters Score -1274910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1274915.500000 Penalty: 3234.288818
	Iteration 23Q: 3 clusters Score -1274916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1274919.250000 Penalty: 3234.288818
	Iteration 24Q: 3 clusters Score -1274919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1274921.000000 Penalty: 3234.288818
	Iteration 25Q: 3 clusters Score -1274921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1274923.125000 Penalty: 3234.288818
	Iteration 26Q: 3 clusters Score -1274923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1274925.000000 Penalty: 3234.288818
	Iteration 27Q: 3 clusters Score -1274925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1274929.000000 Penalty: 3234.288818
	Iteration 28Q: 3 clusters Score -1274929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1274929.250000 Penalty: 3234.288818
	Iteration 29Q: 3 clusters Score -1274929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1274932.250000 Penalty: 3234.288818
	Iteration 30Q: 3 clusters Score -1274932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1274938.750000 Penalty: 3234.288818
	Iteration 31Q: 3 clusters Score -1274939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1274938.875000 Penalty: 3234.288818
	Iteration 32Q: 3 clusters Score -1274939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1274938.250000 Penalty: 3234.288818
	Iteration 33Q: 3 clusters Score -1274938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1274938.875000 Penalty: 3234.288818
	Iteration 34Q: 3 clusters Score -1274939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1274945.375000 Penalty: 3234.288818
	Iteration 35Q: 3 clusters Score -1274945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1274945.875000 Penalty: 3234.288818
	Iteration 36Q: 3 clusters Score -1274946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1274949.250000 Penalty: 3234.288818
	Iteration 37Q: 3 clusters Score -1274949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1274950.000000 Penalty: 3234.288818
	Iteration 38Q: 3 clusters Score -1274950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1274952.375000 Penalty: 3234.288818
	Iteration 39Q: 3 clusters Score -1274952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1274953.625000 Penalty: 3234.288818
	Iteration 40F: 3 clusters Score -1274954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1274951.375000 Penalty: 3234.288818
	Iteration 41Q: 3 clusters Score -1274951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1274957.250000 Penalty: 3234.288818
	Iteration 42Q: 3 clusters Score -1274957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1274955.000000 Penalty: 3234.288818
	Iteration 43Q: 3 clusters Score -1274955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1274956.750000 Penalty: 3234.288818
	Iteration 44Q: 3 clusters Score -1274957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1274955.750000 Penalty: 3234.288818
	Iteration 45Q: 3 clusters Score -1274956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1274954.875000 Penalty: 3234.288818
	Iteration 46Q: 3 clusters Score -1274955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1274954.375000 Penalty: 3234.288818
	Iteration 47Q: 3 clusters Score -1274954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1274953.875000 Penalty: 3234.288818
	Iteration 48Q: 3 clusters Score -1274954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1274954.375000 Penalty: 3234.288818
	Iteration 49Q: 3 clusters Score -1274954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1274954.000000 Penalty: 3234.288818
	Iteration 50Q: 3 clusters Score -1274954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1274954.375000 Penalty: 3234.288818
	Iteration 51Q: 3 clusters Score -1274954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1274952.875000 Penalty: 3234.288818
	Iteration 52Q: 3 clusters Score -1274953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1274955.125000 Penalty: 3234.288818
	Iteration 53Q: 3 clusters Score -1274955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1274956.125000 Penalty: 3234.288818
	Iteration 54Q: 3 clusters Score -1274956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1274956.500000 Penalty: 3234.288818
	Iteration 55Q: 3 clusters Score -1274956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1274955.750000 Penalty: 3234.288818
	Iteration 56Q: 3 clusters Score -1274956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1274953.750000 Penalty: 3234.288818
	Iteration 57Q: 3 clusters Score -1274954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1274953.750000 Penalty: 3234.288818
	Iteration 58F: 3 clusters Score -1274954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -117696.171875 Penalty: 1239.396851
	Iteration 0F: 2 clusters Score -117696.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -115643.851562 Penalty: 2478.793701
	Iteration 0F: 3 clusters Score -115643.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -116278.210938 Penalty: 2478.793701
	Iteration 1F: 3 clusters Score -116278.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -116555.703125 Penalty: 2478.793701
	Iteration 2F: 3 clusters Score -116555.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -116744.710938 Penalty: 2478.793701
	Iteration 3F: 3 clusters Score -116744.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -116836.562500 Penalty: 2478.793701
	Iteration 4F: 3 clusters Score -116836.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -116899.296875 Penalty: 2478.793701
	Iteration 5Q: 3 clusters Score -116899.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -116935.445312 Penalty: 2478.793701
	Iteration 6Q: 3 clusters Score -116935.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -116953.679688 Penalty: 2478.793701
	Iteration 7Q: 3 clusters Score -116953.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -116976.085938 Penalty: 2478.793701
	Iteration 8Q: 3 clusters Score -116976.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -116990.554688 Penalty: 2478.793701
	Iteration 9Q: 3 clusters Score -116990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -116996.406250 Penalty: 2478.793701
	Iteration 10Q: 3 clusters Score -116996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -116999.796875 Penalty: 2478.793701
	Iteration 11Q: 3 clusters Score -116999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -117003.031250 Penalty: 2478.793701
	Iteration 12Q: 3 clusters Score -117003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -117005.710938 Penalty: 2478.793701
	Iteration 13Q: 3 clusters Score -117005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -117007.148438 Penalty: 2478.793701
	Iteration 14Q: 3 clusters Score -117007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -117010.734375 Penalty: 2478.793701
	Iteration 15Q: 3 clusters Score -117010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -117016.078125 Penalty: 2478.793701
	Iteration 16Q: 3 clusters Score -117016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -117019.210938 Penalty: 2478.793701
	Iteration 17Q: 3 clusters Score -117019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -117020.156250 Penalty: 2478.793701
	Iteration 18Q: 3 clusters Score -117020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -117020.406250 Penalty: 2478.793701
	Iteration 19Q: 3 clusters Score -117020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -117021.039062 Penalty: 2478.793701
	Iteration 20F: 3 clusters Score -117021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -117021.078125 Penalty: 2478.793701
	Iteration 21Q: 3 clusters Score -117021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -117021.078125 Penalty: 2478.793701
	Iteration 22F: 3 clusters Score -117021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -267227.281250 Penalty: 1386.110718
	Iteration 0F: 2 clusters Score -267227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -263200.343750 Penalty: 2772.221436
	Iteration 0F: 3 clusters Score -263200.3 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -264422.437500 Penalty: 2772.221436
	Iteration 1F: 3 clusters Score -264422.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -264674.093750 Penalty: 2772.221436
	Iteration 2F: 3 clusters Score -264674.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -264858.343750 Penalty: 2772.221436
	Iteration 3F: 3 clusters Score -264858.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -265023.312500 Penalty: 2772.221436
	Iteration 4F: 3 clusters Score -265023.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -265205.875000 Penalty: 2772.221436
	Iteration 5Q: 3 clusters Score -265205.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -265359.875000 Penalty: 2772.221436
	Iteration 6Q: 3 clusters Score -265359.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -265470.093750 Penalty: 2772.221436
	Iteration 7Q: 3 clusters Score -265470.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -265570.250000 Penalty: 2772.221436
	Iteration 8Q: 3 clusters Score -265570.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -265644.625000 Penalty: 2772.221436
	Iteration 9Q: 3 clusters Score -265644.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -265710.187500 Penalty: 2772.221436
	Iteration 10Q: 3 clusters Score -265710.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -265775.187500 Penalty: 2772.221436
	Iteration 11Q: 3 clusters Score -265775.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -265834.781250 Penalty: 2772.221436
	Iteration 12Q: 3 clusters Score -265834.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -265890.312500 Penalty: 2772.221436
	Iteration 13Q: 3 clusters Score -265890.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -265936.031250 Penalty: 2772.221436
	Iteration 14Q: 3 clusters Score -265936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -265968.968750 Penalty: 2772.221436
	Iteration 15Q: 3 clusters Score -265969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -265991.062500 Penalty: 2772.221436
	Iteration 16Q: 3 clusters Score -265991.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -266007.781250 Penalty: 2772.221436
	Iteration 17Q: 3 clusters Score -266007.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -266021.875000 Penalty: 2772.221436
	Iteration 18Q: 3 clusters Score -266021.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -266035.843750 Penalty: 2772.221436
	Iteration 19Q: 3 clusters Score -266035.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -266049.500000 Penalty: 2772.221436
	Iteration 20F: 3 clusters Score -266049.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -266066.906250 Penalty: 2772.221436
	Iteration 21Q: 3 clusters Score -266066.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -266079.937500 Penalty: 2772.221436
	Iteration 22Q: 3 clusters Score -266079.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -266093.750000 Penalty: 2772.221436
	Iteration 23Q: 3 clusters Score -266093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -266101.281250 Penalty: 2772.221436
	Iteration 24Q: 3 clusters Score -266101.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -266105.687500 Penalty: 2772.221436
	Iteration 25Q: 3 clusters Score -266105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -266109.093750 Penalty: 2772.221436
	Iteration 26Q: 3 clusters Score -266109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -266114.218750 Penalty: 2772.221436
	Iteration 27Q: 3 clusters Score -266114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -266120.062500 Penalty: 2772.221436
	Iteration 28Q: 3 clusters Score -266120.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -266123.562500 Penalty: 2772.221436
	Iteration 29Q: 3 clusters Score -266123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -266125.468750 Penalty: 2772.221436
	Iteration 30Q: 3 clusters Score -266125.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -266127.281250 Penalty: 2772.221436
	Iteration 31Q: 3 clusters Score -266127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -266128.500000 Penalty: 2772.221436
	Iteration 32Q: 3 clusters Score -266128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -266129.656250 Penalty: 2772.221436
	Iteration 33Q: 3 clusters Score -266129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -266130.656250 Penalty: 2772.221436
	Iteration 34Q: 3 clusters Score -266130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -266132.593750 Penalty: 2772.221436
	Iteration 35Q: 3 clusters Score -266132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -266133.406250 Penalty: 2772.221436
	Iteration 36Q: 3 clusters Score -266133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -266133.968750 Penalty: 2772.221436
	Iteration 37Q: 3 clusters Score -266134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -266134.781250 Penalty: 2772.221436
	Iteration 38Q: 3 clusters Score -266134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -266136.531250 Penalty: 2772.221436
	Iteration 39Q: 3 clusters Score -266136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -266137.406250 Penalty: 2772.221436
	Iteration 40F: 3 clusters Score -266137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -266138.375000 Penalty: 2772.221436
	Iteration 41Q: 3 clusters Score -266138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -266139.187500 Penalty: 2772.221436
	Iteration 42Q: 3 clusters Score -266139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -266141.375000 Penalty: 2772.221436
	Iteration 43Q: 3 clusters Score -266141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -266144.093750 Penalty: 2772.221436
	Iteration 44Q: 3 clusters Score -266144.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -266145.531250 Penalty: 2772.221436
	Iteration 45Q: 3 clusters Score -266145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -266148.250000 Penalty: 2772.221436
	Iteration 46Q: 3 clusters Score -266148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -266149.781250 Penalty: 2772.221436
	Iteration 47Q: 3 clusters Score -266149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -266152.562500 Penalty: 2772.221436
	Iteration 48Q: 3 clusters Score -266152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -266155.312500 Penalty: 2772.221436
	Iteration 49Q: 3 clusters Score -266155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -266159.468750 Penalty: 2772.221436
	Iteration 50Q: 3 clusters Score -266159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -266163.875000 Penalty: 2772.221436
	Iteration 51Q: 3 clusters Score -266163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -266164.968750 Penalty: 2772.221436
	Iteration 52Q: 3 clusters Score -266165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -266167.500000 Penalty: 2772.221436
	Iteration 53Q: 3 clusters Score -266167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -266167.781250 Penalty: 2772.221436
	Iteration 54Q: 3 clusters Score -266167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -266169.437500 Penalty: 2772.221436
	Iteration 55Q: 3 clusters Score -266169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -266169.718750 Penalty: 2772.221436
	Iteration 56Q: 3 clusters Score -266169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -266170.125000 Penalty: 2772.221436
	Iteration 57Q: 3 clusters Score -266170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -266170.562500 Penalty: 2772.221436
	Iteration 58Q: 3 clusters Score -266170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -266170.781250 Penalty: 2772.221436
	Iteration 59Q: 3 clusters Score -266170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -266170.843750 Penalty: 2772.221436
	Iteration 60F: 3 clusters Score -266170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -351718.093750 Penalty: 1411.736694
	Iteration 0F: 2 clusters Score -351718.1 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 2932 members 
Entering Unmasked Estep 
Score: -347158.343750 Penalty: 2823.473389
	Iteration 0F: 3 clusters Score -347158.3 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -348550.843750 Penalty: 2823.473389
	Iteration 1F: 3 clusters Score -348550.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -348830.875000 Penalty: 2823.473389
	Iteration 2F: 3 clusters Score -348830.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -349075.312500 Penalty: 2823.473389
	Iteration 3F: 3 clusters Score -349075.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -349288.937500 Penalty: 2823.473389
	Iteration 4F: 3 clusters Score -349288.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -349486.843750 Penalty: 2823.473389
	Iteration 5F: 3 clusters Score -349486.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -349702.343750 Penalty: 2823.473389
	Iteration 6Q: 3 clusters Score -349702.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -349932.562500 Penalty: 2823.473389
	Iteration 7Q: 3 clusters Score -349932.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -350106.875000 Penalty: 2823.473389
	Iteration 8Q: 3 clusters Score -350106.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -350265.250000 Penalty: 2823.473389
	Iteration 9Q: 3 clusters Score -350265.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -350385.437500 Penalty: 2823.473389
	Iteration 10Q: 3 clusters Score -350385.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -350502.281250 Penalty: 2823.473389
	Iteration 11Q: 3 clusters Score -350502.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -350598.187500 Penalty: 2823.473389
	Iteration 12Q: 3 clusters Score -350598.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -350662.343750 Penalty: 2823.473389
	Iteration 13Q: 3 clusters Score -350662.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -350704.343750 Penalty: 2823.473389
	Iteration 14Q: 3 clusters Score -350704.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -350746.468750 Penalty: 2823.473389
	Iteration 15Q: 3 clusters Score -350746.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -350781.500000 Penalty: 2823.473389
	Iteration 16Q: 3 clusters Score -350781.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -350797.781250 Penalty: 2823.473389
	Iteration 17Q: 3 clusters Score -350797.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -350811.281250 Penalty: 2823.473389
	Iteration 18Q: 3 clusters Score -350811.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -350820.687500 Penalty: 2823.473389
	Iteration 19Q: 3 clusters Score -350820.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -350828.031250 Penalty: 2823.473389
	Iteration 20F: 3 clusters Score -350828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -350832.718750 Penalty: 2823.473389
	Iteration 21Q: 3 clusters Score -350832.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -350834.625000 Penalty: 2823.473389
	Iteration 22Q: 3 clusters Score -350834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -350836.750000 Penalty: 2823.473389
	Iteration 23Q: 3 clusters Score -350836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -350836.625000 Penalty: 2823.473389
	Iteration 24Q: 3 clusters Score -350836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -350837.843750 Penalty: 2823.473389
	Iteration 25Q: 3 clusters Score -350837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -350837.312500 Penalty: 2823.473389
	Iteration 26Q: 3 clusters Score -350837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -350837.781250 Penalty: 2823.473389
	Iteration 27Q: 3 clusters Score -350837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -350838.250000 Penalty: 2823.473389
	Iteration 28Q: 3 clusters Score -350838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -350837.593750 Penalty: 2823.473389
	Iteration 29Q: 3 clusters Score -350837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -350838.187500 Penalty: 2823.473389
	Iteration 30Q: 3 clusters Score -350838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -350839.031250 Penalty: 2823.473389
	Iteration 31Q: 3 clusters Score -350839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -350839.687500 Penalty: 2823.473389
	Iteration 32Q: 3 clusters Score -350839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -350839.687500 Penalty: 2823.473389
	Iteration 33F: 3 clusters Score -350839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Entering Unmasked Estep 
Score: -1158075.875000 Penalty: 1628.210693
	Iteration 0F: 2 clusters Score -1158076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1142950.750000 Penalty: 3256.421387
	Iteration 0F: 3 clusters Score -1142951 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1148567.000000 Penalty: 3256.421387
	Iteration 1F: 3 clusters Score -1148567 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1149121.250000 Penalty: 3256.421387
	Iteration 2F: 3 clusters Score -1149121 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1149766.125000 Penalty: 3256.421387
	Iteration 3F: 3 clusters Score -1149766 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1150482.625000 Penalty: 3256.421387
	Iteration 4F: 3 clusters Score -1150483 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1151251.750000 Penalty: 3256.421387
	Iteration 5F: 3 clusters Score -1151252 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1152045.000000 Penalty: 3256.421387
	Iteration 6F: 3 clusters Score -1152045 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1152752.375000 Penalty: 3256.421387
	Iteration 7F: 3 clusters Score -1152752 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1153364.500000 Penalty: 3256.421387
	Iteration 8Q: 3 clusters Score -1153364 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1153920.375000 Penalty: 3256.421387
	Iteration 9Q: 3 clusters Score -1153920 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1154381.625000 Penalty: 3256.421387
	Iteration 10Q: 3 clusters Score -1154382 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1154703.625000 Penalty: 3256.421387
	Iteration 11Q: 3 clusters Score -1154704 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1154925.500000 Penalty: 3256.421387
	Iteration 12Q: 3 clusters Score -1154926 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1155059.375000 Penalty: 3256.421387
	Iteration 13Q: 3 clusters Score -1155059 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1155171.125000 Penalty: 3256.421387
	Iteration 14Q: 3 clusters Score -1155171 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1155265.250000 Penalty: 3256.421387
	Iteration 15Q: 3 clusters Score -1155265 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1155352.250000 Penalty: 3256.421387
	Iteration 16Q: 3 clusters Score -1155352 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1155434.875000 Penalty: 3256.421387
	Iteration 17Q: 3 clusters Score -1155435 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1155506.125000 Penalty: 3256.421387
	Iteration 18Q: 3 clusters Score -1155506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1155600.375000 Penalty: 3256.421387
	Iteration 19Q: 3 clusters Score -1155600 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1155674.000000 Penalty: 3256.421387
	Iteration 20F: 3 clusters Score -1155674 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1155750.000000 Penalty: 3256.421387
	Iteration 21Q: 3 clusters Score -1155750 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1155804.000000 Penalty: 3256.421387
	Iteration 22Q: 3 clusters Score -1155804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1155853.500000 Penalty: 3256.421387
	Iteration 23Q: 3 clusters Score -1155854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1155905.375000 Penalty: 3256.421387
	Iteration 24Q: 3 clusters Score -1155905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1155959.375000 Penalty: 3256.421387
	Iteration 25Q: 3 clusters Score -1155959 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1156010.250000 Penalty: 3256.421387
	Iteration 26Q: 3 clusters Score -1156010 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1156062.125000 Penalty: 3256.421387
	Iteration 27Q: 3 clusters Score -1156062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1156112.000000 Penalty: 3256.421387
	Iteration 28Q: 3 clusters Score -1156112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1156168.500000 Penalty: 3256.421387
	Iteration 29Q: 3 clusters Score -1156168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1156223.625000 Penalty: 3256.421387
	Iteration 30Q: 3 clusters Score -1156224 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1156262.375000 Penalty: 3256.421387
	Iteration 31Q: 3 clusters Score -1156262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1156306.375000 Penalty: 3256.421387
	Iteration 32Q: 3 clusters Score -1156306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1156344.125000 Penalty: 3256.421387
	Iteration 33Q: 3 clusters Score -1156344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1156394.125000 Penalty: 3256.421387
	Iteration 34Q: 3 clusters Score -1156394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1156437.375000 Penalty: 3256.421387
	Iteration 35Q: 3 clusters Score -1156437 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1156472.500000 Penalty: 3256.421387
	Iteration 36Q: 3 clusters Score -1156472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1156496.000000 Penalty: 3256.421387
	Iteration 37Q: 3 clusters Score -1156496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1156514.500000 Penalty: 3256.421387
	Iteration 38Q: 3 clusters Score -1156514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1156533.000000 Penalty: 3256.421387
	Iteration 39Q: 3 clusters Score -1156533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1156553.250000 Penalty: 3256.421387
	Iteration 40F: 3 clusters Score -1156553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1156571.500000 Penalty: 3256.421387
	Iteration 41Q: 3 clusters Score -1156572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1156588.250000 Penalty: 3256.421387
	Iteration 42Q: 3 clusters Score -1156588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1156613.875000 Penalty: 3256.421387
	Iteration 43Q: 3 clusters Score -1156614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1156629.125000 Penalty: 3256.421387
	Iteration 44Q: 3 clusters Score -1156629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1156650.125000 Penalty: 3256.421387
	Iteration 45Q: 3 clusters Score -1156650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1156685.375000 Penalty: 3256.421387
	Iteration 46Q: 3 clusters Score -1156685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1156712.125000 Penalty: 3256.421387
	Iteration 47Q: 3 clusters Score -1156712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1156739.375000 Penalty: 3256.421387
	Iteration 48Q: 3 clusters Score -1156739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1156768.125000 Penalty: 3256.421387
	Iteration 49Q: 3 clusters Score -1156768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1156796.750000 Penalty: 3256.421387
	Iteration 50Q: 3 clusters Score -1156797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1156827.750000 Penalty: 3256.421387
	Iteration 51Q: 3 clusters Score -1156828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1156861.125000 Penalty: 3256.421387
	Iteration 52Q: 3 clusters Score -1156861 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1156891.750000 Penalty: 3256.421387
	Iteration 53Q: 3 clusters Score -1156892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1156929.625000 Penalty: 3256.421387
	Iteration 54Q: 3 clusters Score -1156930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1156949.500000 Penalty: 3256.421387
	Iteration 55Q: 3 clusters Score -1156950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1156971.875000 Penalty: 3256.421387
	Iteration 56Q: 3 clusters Score -1156972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1156983.125000 Penalty: 3256.421387
	Iteration 57Q: 3 clusters Score -1156983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1156993.625000 Penalty: 3256.421387
	Iteration 58Q: 3 clusters Score -1156994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1157003.000000 Penalty: 3256.421387
	Iteration 59Q: 3 clusters Score -1157003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1157006.875000 Penalty: 3256.421387
	Iteration 60F: 3 clusters Score -1157007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1157010.625000 Penalty: 3256.421387
	Iteration 61Q: 3 clusters Score -1157011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1157011.750000 Penalty: 3256.421387
	Iteration 62Q: 3 clusters Score -1157012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1157016.000000 Penalty: 3256.421387
	Iteration 63Q: 3 clusters Score -1157016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1157016.125000 Penalty: 3256.421387
	Iteration 64Q: 3 clusters Score -1157016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1157023.125000 Penalty: 3256.421387
	Iteration 65Q: 3 clusters Score -1157023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1157022.000000 Penalty: 3256.421387
	Iteration 66Q: 3 clusters Score -1157022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1157024.000000 Penalty: 3256.421387
	Iteration 67Q: 3 clusters Score -1157024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1157029.750000 Penalty: 3256.421387
	Iteration 68Q: 3 clusters Score -1157030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1157029.000000 Penalty: 3256.421387
	Iteration 69Q: 3 clusters Score -1157029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1157029.250000 Penalty: 3256.421387
	Iteration 70Q: 3 clusters Score -1157029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1157032.625000 Penalty: 3256.421387
	Iteration 71Q: 3 clusters Score -1157033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1157035.125000 Penalty: 3256.421387
	Iteration 72Q: 3 clusters Score -1157035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1157038.500000 Penalty: 3256.421387
	Iteration 73Q: 3 clusters Score -1157038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1157044.500000 Penalty: 3256.421387
	Iteration 74Q: 3 clusters Score -1157044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1157047.750000 Penalty: 3256.421387
	Iteration 75Q: 3 clusters Score -1157048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1157052.250000 Penalty: 3256.421387
	Iteration 76Q: 3 clusters Score -1157052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1157050.750000 Penalty: 3256.421387
	Iteration 77Q: 3 clusters Score -1157051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1157055.000000 Penalty: 3256.421387
	Iteration 78Q: 3 clusters Score -1157055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1157056.750000 Penalty: 3256.421387
	Iteration 79Q: 3 clusters Score -1157057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1157057.125000 Penalty: 3256.421387
	Iteration 80F: 3 clusters Score -1157057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1157058.375000 Penalty: 3256.421387
	Iteration 81Q: 3 clusters Score -1157058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1157057.000000 Penalty: 3256.421387
	Iteration 82Q: 3 clusters Score -1157057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1157057.125000 Penalty: 3256.421387
	Iteration 83Q: 3 clusters Score -1157057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1157057.125000 Penalty: 3256.421387
	Iteration 84F: 3 clusters Score -1157057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Entering Unmasked Estep 
Score: -4146967.250000 Penalty: 1809.934326
	Iteration 0F: 2 clusters Score -4146967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4101126.250000 Penalty: 3619.868652
	Iteration 0F: 3 clusters Score -4101126 nChanged 32483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4120214.250000 Penalty: 3619.868652
	Iteration 1F: 3 clusters Score -4120214 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4121272.250000 Penalty: 3619.868652
	Iteration 2Q: 3 clusters Score -4121272 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4122716.500000 Penalty: 3619.868652
	Iteration 3F: 3 clusters Score -4122716 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4124664.500000 Penalty: 3619.868652
	Iteration 4F: 3 clusters Score -4124664 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4126942.000000 Penalty: 3619.868652
	Iteration 5F: 3 clusters Score -4126942 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4129330.750000 Penalty: 3619.868652
	Iteration 6F: 3 clusters Score -4129331 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4131569.750000 Penalty: 3619.868652
	Iteration 7F: 3 clusters Score -4131570 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4133683.250000 Penalty: 3619.868652
	Iteration 8F: 3 clusters Score -4133683 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4135668.250000 Penalty: 3619.868652
	Iteration 9Q: 3 clusters Score -4135668 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4137671.750000 Penalty: 3619.868652
	Iteration 10Q: 3 clusters Score -4137672 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4139586.000000 Penalty: 3619.868652
	Iteration 11Q: 3 clusters Score -4139586 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4141283.000000 Penalty: 3619.868652
	Iteration 12Q: 3 clusters Score -4141283 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4142583.000000 Penalty: 3619.868652
	Iteration 13Q: 3 clusters Score -4142583 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4143456.000000 Penalty: 3619.868652
	Iteration 14Q: 3 clusters Score -4143456 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4144015.750000 Penalty: 3619.868652
	Iteration 15Q: 3 clusters Score -4144016 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4144415.250000 Penalty: 3619.868652
	Iteration 16Q: 3 clusters Score -4144415 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4144707.250000 Penalty: 3619.868652
	Iteration 17Q: 3 clusters Score -4144707 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4144901.500000 Penalty: 3619.868652
	Iteration 18Q: 3 clusters Score -4144902 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4145044.000000 Penalty: 3619.868652
	Iteration 19Q: 3 clusters Score -4145044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4145136.250000 Penalty: 3619.868652
	Iteration 20F: 3 clusters Score -4145136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4145213.500000 Penalty: 3619.868652
	Iteration 21Q: 3 clusters Score -4145214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4145267.500000 Penalty: 3619.868652
	Iteration 22Q: 3 clusters Score -4145268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4145309.250000 Penalty: 3619.868652
	Iteration 23Q: 3 clusters Score -4145309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4145355.500000 Penalty: 3619.868652
	Iteration 24Q: 3 clusters Score -4145356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4145385.000000 Penalty: 3619.868652
	Iteration 25Q: 3 clusters Score -4145385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4145413.250000 Penalty: 3619.868652
	Iteration 26Q: 3 clusters Score -4145413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4145429.000000 Penalty: 3619.868652
	Iteration 27Q: 3 clusters Score -4145429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4145455.000000 Penalty: 3619.868652
	Iteration 28Q: 3 clusters Score -4145455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4145460.500000 Penalty: 3619.868652
	Iteration 29Q: 3 clusters Score -4145460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4145475.000000 Penalty: 3619.868652
	Iteration 30Q: 3 clusters Score -4145475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4145479.000000 Penalty: 3619.868652
	Iteration 31Q: 3 clusters Score -4145479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4145489.000000 Penalty: 3619.868652
	Iteration 32Q: 3 clusters Score -4145489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4145488.250000 Penalty: 3619.868652
	Iteration 33Q: 3 clusters Score -4145488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4145489.750000 Penalty: 3619.868652
	Iteration 34Q: 3 clusters Score -4145490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4145492.250000 Penalty: 3619.868652
	Iteration 35Q: 3 clusters Score -4145492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4145498.250000 Penalty: 3619.868652
	Iteration 36Q: 3 clusters Score -4145498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4145502.000000 Penalty: 3619.868652
	Iteration 37Q: 3 clusters Score -4145502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4145510.750000 Penalty: 3619.868652
	Iteration 38Q: 3 clusters Score -4145511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4145517.750000 Penalty: 3619.868652
	Iteration 39Q: 3 clusters Score -4145518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4145520.750000 Penalty: 3619.868652
	Iteration 40F: 3 clusters Score -4145521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4145524.000000 Penalty: 3619.868652
	Iteration 41Q: 3 clusters Score -4145524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4145526.750000 Penalty: 3619.868652
	Iteration 42Q: 3 clusters Score -4145527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4145527.000000 Penalty: 3619.868652
	Iteration 43Q: 3 clusters Score -4145527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4145525.500000 Penalty: 3619.868652
	Iteration 44Q: 3 clusters Score -4145526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4145524.500000 Penalty: 3619.868652
	Iteration 45Q: 3 clusters Score -4145524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4145524.500000 Penalty: 3619.868652
	Iteration 46Q: 3 clusters Score -4145524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4145525.750000 Penalty: 3619.868652
	Iteration 47Q: 3 clusters Score -4145526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4145528.500000 Penalty: 3619.868652
	Iteration 48Q: 3 clusters Score -4145528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4145528.500000 Penalty: 3619.868652
	Iteration 49F: 3 clusters Score -4145528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Entering Unmasked Estep 
Score: -4773581.500000 Penalty: 1835.908569
	Iteration 0F: 2 clusters Score -4773582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4719928.000000 Penalty: 3671.817139
	Iteration 0F: 3 clusters Score -4719928 nChanged 38415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -4742127.500000 Penalty: 3671.817139
	Iteration 1F: 3 clusters Score -4742128 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -4743536.000000 Penalty: 3671.817139
	Iteration 2Q: 3 clusters Score -4743536 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4745878.000000 Penalty: 3671.817139
	Iteration 3F: 3 clusters Score -4745878 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4749416.000000 Penalty: 3671.817139
	Iteration 4F: 3 clusters Score -4749416 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4753873.500000 Penalty: 3671.817139
	Iteration 5F: 3 clusters Score -4753874 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4758436.000000 Penalty: 3671.817139
	Iteration 6F: 3 clusters Score -4758436 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4762367.000000 Penalty: 3671.817139
	Iteration 7F: 3 clusters Score -4762367 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4765655.000000 Penalty: 3671.817139
	Iteration 8Q: 3 clusters Score -4765655 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4768240.500000 Penalty: 3671.817139
	Iteration 9Q: 3 clusters Score -4768240 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4769947.000000 Penalty: 3671.817139
	Iteration 10Q: 3 clusters Score -4769947 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4770971.500000 Penalty: 3671.817139
	Iteration 11Q: 3 clusters Score -4770972 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4771439.000000 Penalty: 3671.817139
	Iteration 12Q: 3 clusters Score -4771439 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4771646.000000 Penalty: 3671.817139
	Iteration 13Q: 3 clusters Score -4771646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4771776.500000 Penalty: 3671.817139
	Iteration 14Q: 3 clusters Score -4771776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4771844.500000 Penalty: 3671.817139
	Iteration 15Q: 3 clusters Score -4771844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4771899.000000 Penalty: 3671.817139
	Iteration 16Q: 3 clusters Score -4771899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4771922.000000 Penalty: 3671.817139
	Iteration 17Q: 3 clusters Score -4771922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4771943.000000 Penalty: 3671.817139
	Iteration 18Q: 3 clusters Score -4771943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4771949.500000 Penalty: 3671.817139
	Iteration 19Q: 3 clusters Score -4771950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4771961.500000 Penalty: 3671.817139
	Iteration 20F: 3 clusters Score -4771962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4771975.000000 Penalty: 3671.817139
	Iteration 21Q: 3 clusters Score -4771975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4771989.500000 Penalty: 3671.817139
	Iteration 22Q: 3 clusters Score -4771990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4771986.500000 Penalty: 3671.817139
	Iteration 23Q: 3 clusters Score -4771986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4771990.500000 Penalty: 3671.817139
	Iteration 24Q: 3 clusters Score -4771990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4771991.000000 Penalty: 3671.817139
	Iteration 25Q: 3 clusters Score -4771991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4771991.000000 Penalty: 3671.817139
	Iteration 26F: 3 clusters Score -4771991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -352642.687500 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -352642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -347913.312500 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -347913.3 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -349403.875000 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -349403.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -349768.437500 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -349768.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -350126.093750 Penalty: 2837.264404
	Iteration 3F: 3 clusters Score -350126.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -350453.312500 Penalty: 2837.264404
	Iteration 4F: 3 clusters Score -350453.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -350746.000000 Penalty: 2837.264404
	Iteration 5F: 3 clusters Score -350746 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -350999.687500 Penalty: 2837.264404
	Iteration 6F: 3 clusters Score -350999.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -351176.093750 Penalty: 2837.264404
	Iteration 7Q: 3 clusters Score -351176.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -351341.718750 Penalty: 2837.264404
	Iteration 8Q: 3 clusters Score -351341.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -351491.000000 Penalty: 2837.264404
	Iteration 9Q: 3 clusters Score -351491 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -351620.562500 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -351620.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -351705.375000 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -351705.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -351751.718750 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -351751.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -351781.343750 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -351781.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -351803.750000 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -351803.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -351835.343750 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -351835.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -351857.468750 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -351857.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -351880.468750 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -351880.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -351909.750000 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -351909.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -351939.437500 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -351939.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -351990.031250 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -351990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -352043.968750 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -352044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -352107.218750 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -352107.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -352167.531250 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -352167.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -352215.906250 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -352215.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -352247.687500 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -352247.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -352260.031250 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -352260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -352267.125000 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -352267.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -352270.437500 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -352270.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -352273.750000 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -352273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -352274.500000 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -352274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -352277.312500 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -352277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -352278.968750 Penalty: 2837.264404
	Iteration 32Q: 3 clusters Score -352279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -352279.531250 Penalty: 2837.264404
	Iteration 33Q: 3 clusters Score -352279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -352279.562500 Penalty: 2837.264404
	Iteration 34Q: 3 clusters Score -352279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -352280.156250 Penalty: 2837.264404
	Iteration 35Q: 3 clusters Score -352280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -352281.406250 Penalty: 2837.264404
	Iteration 36Q: 3 clusters Score -352281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -352280.312500 Penalty: 2837.264404
	Iteration 37Q: 3 clusters Score -352280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -352281.281250 Penalty: 2837.264404
	Iteration 38Q: 3 clusters Score -352281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -352281.281250 Penalty: 2837.264404
	Iteration 39F: 3 clusters Score -352281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -139413.750000 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -139413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -136989.218750 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -136989.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -137545.281250 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -137545.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -137696.953125 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -137697 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -137808.187500 Penalty: 2541.381836
	Iteration 3F: 3 clusters Score -137808.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -137879.796875 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -137879.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -137962.812500 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -137962.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -138051.343750 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -138051.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -138189.375000 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -138189.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -138357.515625 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -138357.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -138549.000000 Penalty: 2541.381836
	Iteration 9F: 3 clusters Score -138549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -138746.140625 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -138746.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -138923.281250 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -138923.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -139084.109375 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -139084.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -139348.125000 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -139348.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -139579.984375 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -139580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -139698.484375 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -139698.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -139739.593750 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -139739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -139754.093750 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -139754.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -139761.640625 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -139761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -139761.781250 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -139761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -139761.781250 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -139761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20987 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68738 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64765 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 3490 members 
Mstep: Class 40 contains 5102 members 
Mstep: Class 41 contains 1398 members 
Entering Unmasked Estep 
Score: -30946806.000000 Penalty: 88057.867188
Splitting cluster 25 changes total score from -30947274.000000 to -30946806.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -278966.593750 Penalty: 1367.966675
	Iteration 0F: 2 clusters Score -278966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -275261.437500 Penalty: 2735.933350
	Iteration 0F: 3 clusters Score -275261.4 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -276253.031250 Penalty: 2735.933350
	Iteration 1F: 3 clusters Score -276253 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -276432.312500 Penalty: 2735.933350
	Iteration 2F: 3 clusters Score -276432.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -276576.875000 Penalty: 2735.933350
	Iteration 3F: 3 clusters Score -276576.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -276676.343750 Penalty: 2735.933350
	Iteration 4Q: 3 clusters Score -276676.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -276753.250000 Penalty: 2735.933350
	Iteration 5Q: 3 clusters Score -276753.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -276817.843750 Penalty: 2735.933350
	Iteration 6Q: 3 clusters Score -276817.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -276877.406250 Penalty: 2735.933350
	Iteration 7Q: 3 clusters Score -276877.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -276940.437500 Penalty: 2735.933350
	Iteration 8Q: 3 clusters Score -276940.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -276999.312500 Penalty: 2735.933350
	Iteration 9Q: 3 clusters Score -276999.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -277062.781250 Penalty: 2735.933350
	Iteration 10Q: 3 clusters Score -277062.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -277145.437500 Penalty: 2735.933350
	Iteration 11Q: 3 clusters Score -277145.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -277218.625000 Penalty: 2735.933350
	Iteration 12Q: 3 clusters Score -277218.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -277294.312500 Penalty: 2735.933350
	Iteration 13Q: 3 clusters Score -277294.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -277376.593750 Penalty: 2735.933350
	Iteration 14Q: 3 clusters Score -277376.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -277455.187500 Penalty: 2735.933350
	Iteration 15Q: 3 clusters Score -277455.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -277506.593750 Penalty: 2735.933350
	Iteration 16Q: 3 clusters Score -277506.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -277546.687500 Penalty: 2735.933350
	Iteration 17Q: 3 clusters Score -277546.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -277579.000000 Penalty: 2735.933350
	Iteration 18Q: 3 clusters Score -277579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -277608.468750 Penalty: 2735.933350
	Iteration 19Q: 3 clusters Score -277608.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -277637.687500 Penalty: 2735.933350
	Iteration 20F: 3 clusters Score -277637.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -277661.312500 Penalty: 2735.933350
	Iteration 21Q: 3 clusters Score -277661.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -277676.906250 Penalty: 2735.933350
	Iteration 22Q: 3 clusters Score -277676.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -277686.187500 Penalty: 2735.933350
	Iteration 23Q: 3 clusters Score -277686.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -277690.843750 Penalty: 2735.933350
	Iteration 24Q: 3 clusters Score -277690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -277693.812500 Penalty: 2735.933350
	Iteration 25Q: 3 clusters Score -277693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -277698.625000 Penalty: 2735.933350
	Iteration 26Q: 3 clusters Score -277698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -277703.031250 Penalty: 2735.933350
	Iteration 27Q: 3 clusters Score -277703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -277708.843750 Penalty: 2735.933350
	Iteration 28Q: 3 clusters Score -277708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -277712.750000 Penalty: 2735.933350
	Iteration 29Q: 3 clusters Score -277712.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -277718.750000 Penalty: 2735.933350
	Iteration 30Q: 3 clusters Score -277718.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -277728.187500 Penalty: 2735.933350
	Iteration 31Q: 3 clusters Score -277728.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -277736.875000 Penalty: 2735.933350
	Iteration 32Q: 3 clusters Score -277736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -277743.062500 Penalty: 2735.933350
	Iteration 33Q: 3 clusters Score -277743.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277747.562500 Penalty: 2735.933350
	Iteration 34Q: 3 clusters Score -277747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -277753.906250 Penalty: 2735.933350
	Iteration 35Q: 3 clusters Score -277753.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -277760.562500 Penalty: 2735.933350
	Iteration 36Q: 3 clusters Score -277760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -277766.375000 Penalty: 2735.933350
	Iteration 37Q: 3 clusters Score -277766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -277770.000000 Penalty: 2735.933350
	Iteration 38Q: 3 clusters Score -277770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -277771.968750 Penalty: 2735.933350
	Iteration 39Q: 3 clusters Score -277772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -277774.125000 Penalty: 2735.933350
	Iteration 40F: 3 clusters Score -277774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -277775.531250 Penalty: 2735.933350
	Iteration 41Q: 3 clusters Score -277775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -277777.562500 Penalty: 2735.933350
	Iteration 42Q: 3 clusters Score -277777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -277779.031250 Penalty: 2735.933350
	Iteration 43Q: 3 clusters Score -277779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -277779.500000 Penalty: 2735.933350
	Iteration 44Q: 3 clusters Score -277779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -277780.718750 Penalty: 2735.933350
	Iteration 45Q: 3 clusters Score -277780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -277781.187500 Penalty: 2735.933350
	Iteration 46Q: 3 clusters Score -277781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -277781.843750 Penalty: 2735.933350
	Iteration 47Q: 3 clusters Score -277781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -277782.343750 Penalty: 2735.933350
	Iteration 48Q: 3 clusters Score -277782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -277783.593750 Penalty: 2735.933350
	Iteration 49Q: 3 clusters Score -277783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277785.343750 Penalty: 2735.933350
	Iteration 50Q: 3 clusters Score -277785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -277787.218750 Penalty: 2735.933350
	Iteration 51Q: 3 clusters Score -277787.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277789.406250 Penalty: 2735.933350
	Iteration 52Q: 3 clusters Score -277789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -277790.437500 Penalty: 2735.933350
	Iteration 53Q: 3 clusters Score -277790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -277794.906250 Penalty: 2735.933350
	Iteration 54Q: 3 clusters Score -277794.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -277796.906250 Penalty: 2735.933350
	Iteration 55Q: 3 clusters Score -277796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -277799.156250 Penalty: 2735.933350
	Iteration 56Q: 3 clusters Score -277799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -277801.093750 Penalty: 2735.933350
	Iteration 57Q: 3 clusters Score -277801.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -277803.437500 Penalty: 2735.933350
	Iteration 58Q: 3 clusters Score -277803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -277805.437500 Penalty: 2735.933350
	Iteration 59Q: 3 clusters Score -277805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -277805.687500 Penalty: 2735.933350
	Iteration 60F: 3 clusters Score -277805.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -49493.707031 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -49493.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48124.906250 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -48124.91 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48349.808594 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -48349.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48412.503906 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -48412.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48450.437500 Penalty: 2200.506592
	Iteration 3Q: 3 clusters Score -48450.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48472.003906 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -48472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48489.398438 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -48489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48502.453125 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -48502.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48506.839844 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -48506.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48510.437500 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -48510.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48510.832031 Penalty: 2200.506592
	Iteration 9Q: 3 clusters Score -48510.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48510.832031 Penalty: 2200.506592
	Iteration 10F: 3 clusters Score -48510.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -65491.976562 Penalty: 1192.569336
	Iteration 0F: 2 clusters Score -65491.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -63749.636719 Penalty: 2385.138672
	Iteration 0F: 3 clusters Score -63749.64 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64169.921875 Penalty: 2385.138672
	Iteration 1F: 3 clusters Score -64169.92 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -64306.242188 Penalty: 2385.138672
	Iteration 2F: 3 clusters Score -64306.24 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -64396.957031 Penalty: 2385.138672
	Iteration 3Q: 3 clusters Score -64396.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -64468.632812 Penalty: 2385.138672
	Iteration 4Q: 3 clusters Score -64468.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64544.761719 Penalty: 2385.138672
	Iteration 5Q: 3 clusters Score -64544.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -64607.765625 Penalty: 2385.138672
	Iteration 6Q: 3 clusters Score -64607.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -64648.085938 Penalty: 2385.138672
	Iteration 7Q: 3 clusters Score -64648.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -64689.574219 Penalty: 2385.138672
	Iteration 8Q: 3 clusters Score -64689.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -64729.925781 Penalty: 2385.138672
	Iteration 9Q: 3 clusters Score -64729.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -64759.921875 Penalty: 2385.138672
	Iteration 10Q: 3 clusters Score -64759.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -64774.515625 Penalty: 2385.138672
	Iteration 11Q: 3 clusters Score -64774.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64789.128906 Penalty: 2385.138672
	Iteration 12Q: 3 clusters Score -64789.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -64806.855469 Penalty: 2385.138672
	Iteration 13Q: 3 clusters Score -64806.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -64820.308594 Penalty: 2385.138672
	Iteration 14Q: 3 clusters Score -64820.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -64840.128906 Penalty: 2385.138672
	Iteration 15Q: 3 clusters Score -64840.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -64849.910156 Penalty: 2385.138672
	Iteration 16Q: 3 clusters Score -64849.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -64856.902344 Penalty: 2385.138672
	Iteration 17Q: 3 clusters Score -64856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -64862.046875 Penalty: 2385.138672
	Iteration 18Q: 3 clusters Score -64862.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -64863.546875 Penalty: 2385.138672
	Iteration 19Q: 3 clusters Score -64863.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -64866.160156 Penalty: 2385.138672
	Iteration 20F: 3 clusters Score -64866.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -64870.121094 Penalty: 2385.138672
	Iteration 21Q: 3 clusters Score -64870.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -64873.464844 Penalty: 2385.138672
	Iteration 22Q: 3 clusters Score -64873.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -64875.417969 Penalty: 2385.138672
	Iteration 23Q: 3 clusters Score -64875.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -64877.644531 Penalty: 2385.138672
	Iteration 24Q: 3 clusters Score -64877.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -64879.636719 Penalty: 2385.138672
	Iteration 25Q: 3 clusters Score -64879.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -64880.324219 Penalty: 2385.138672
	Iteration 26Q: 3 clusters Score -64880.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -64880.570312 Penalty: 2385.138672
	Iteration 27Q: 3 clusters Score -64880.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -64880.570312 Penalty: 2385.138672
	Iteration 28F: 3 clusters Score -64880.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -52027.101562 Penalty: 1132.285278
	Iteration 0F: 2 clusters Score -52027.1 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 518 members 
Entering Unmasked Estep 
Score: -50566.031250 Penalty: 2264.570557
	Iteration 0F: 3 clusters Score -50566.03 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -51007.917969 Penalty: 2264.570557
	Iteration 1F: 3 clusters Score -51007.92 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -51266.226562 Penalty: 2264.570557
	Iteration 2F: 3 clusters Score -51266.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -51412.496094 Penalty: 2264.570557
	Iteration 3F: 3 clusters Score -51412.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -51518.824219 Penalty: 2264.570557
	Iteration 4Q: 3 clusters Score -51518.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -51590.304688 Penalty: 2264.570557
	Iteration 5Q: 3 clusters Score -51590.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -51642.910156 Penalty: 2264.570557
	Iteration 6Q: 3 clusters Score -51642.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -51667.027344 Penalty: 2264.570557
	Iteration 7Q: 3 clusters Score -51667.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51695.726562 Penalty: 2264.570557
	Iteration 8Q: 3 clusters Score -51695.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -51722.253906 Penalty: 2264.570557
	Iteration 9Q: 3 clusters Score -51722.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -51738.402344 Penalty: 2264.570557
	Iteration 10Q: 3 clusters Score -51738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51752.214844 Penalty: 2264.570557
	Iteration 11Q: 3 clusters Score -51752.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -51761.097656 Penalty: 2264.570557
	Iteration 12Q: 3 clusters Score -51761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -51768.183594 Penalty: 2264.570557
	Iteration 13Q: 3 clusters Score -51768.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -51772.753906 Penalty: 2264.570557
	Iteration 14Q: 3 clusters Score -51772.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -51774.257812 Penalty: 2264.570557
	Iteration 15Q: 3 clusters Score -51774.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -51774.257812 Penalty: 2264.570557
	Iteration 16F: 3 clusters Score -51774.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (64765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Entering Unmasked Estep 
Score: -3941438.500000 Penalty: 1800.259644
	Iteration 0F: 2 clusters Score -3941438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3898317.500000 Penalty: 3600.519287
	Iteration 0F: 3 clusters Score -3898318 nChanged 30588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -3915892.250000 Penalty: 3600.519287
	Iteration 1F: 3 clusters Score -3915892 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -3916752.250000 Penalty: 3600.519287
	Iteration 2Q: 3 clusters Score -3916752 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -3917905.250000 Penalty: 3600.519287
	Iteration 3Q: 3 clusters Score -3917905 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -3919899.250000 Penalty: 3600.519287
	Iteration 4F: 3 clusters Score -3919899 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -3922605.000000 Penalty: 3600.519287
	Iteration 5F: 3 clusters Score -3922605 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -3925678.750000 Penalty: 3600.519287
	Iteration 6F: 3 clusters Score -3925679 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -3928544.500000 Penalty: 3600.519287
	Iteration 7F: 3 clusters Score -3928544 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -3930972.250000 Penalty: 3600.519287
	Iteration 8F: 3 clusters Score -3930972 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -3932958.500000 Penalty: 3600.519287
	Iteration 9Q: 3 clusters Score -3932958 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -3934747.250000 Penalty: 3600.519287
	Iteration 10Q: 3 clusters Score -3934747 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -3936330.500000 Penalty: 3600.519287
	Iteration 11Q: 3 clusters Score -3936330 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -3937611.500000 Penalty: 3600.519287
	Iteration 12Q: 3 clusters Score -3937612 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -3938515.250000 Penalty: 3600.519287
	Iteration 13Q: 3 clusters Score -3938515 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -3939106.750000 Penalty: 3600.519287
	Iteration 14Q: 3 clusters Score -3939107 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -3939557.000000 Penalty: 3600.519287
	Iteration 15Q: 3 clusters Score -3939557 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -3939756.000000 Penalty: 3600.519287
	Iteration 16Q: 3 clusters Score -3939756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -3939880.250000 Penalty: 3600.519287
	Iteration 17Q: 3 clusters Score -3939880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -3939954.750000 Penalty: 3600.519287
	Iteration 18Q: 3 clusters Score -3939955 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -3940009.250000 Penalty: 3600.519287
	Iteration 19Q: 3 clusters Score -3940009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -3940051.000000 Penalty: 3600.519287
	Iteration 20F: 3 clusters Score -3940051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -3940080.000000 Penalty: 3600.519287
	Iteration 21Q: 3 clusters Score -3940080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -3940098.500000 Penalty: 3600.519287
	Iteration 22Q: 3 clusters Score -3940098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -3940115.000000 Penalty: 3600.519287
	Iteration 23Q: 3 clusters Score -3940115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -3940134.750000 Penalty: 3600.519287
	Iteration 24Q: 3 clusters Score -3940135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -3940149.000000 Penalty: 3600.519287
	Iteration 25Q: 3 clusters Score -3940149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -3940170.500000 Penalty: 3600.519287
	Iteration 26Q: 3 clusters Score -3940170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -3940180.750000 Penalty: 3600.519287
	Iteration 27Q: 3 clusters Score -3940181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -3940199.750000 Penalty: 3600.519287
	Iteration 28Q: 3 clusters Score -3940200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -3940212.250000 Penalty: 3600.519287
	Iteration 29Q: 3 clusters Score -3940212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -3940218.250000 Penalty: 3600.519287
	Iteration 30Q: 3 clusters Score -3940218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -3940219.500000 Penalty: 3600.519287
	Iteration 31Q: 3 clusters Score -3940220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -3940219.500000 Penalty: 3600.519287
	Iteration 32Q: 3 clusters Score -3940220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -3940225.750000 Penalty: 3600.519287
	Iteration 33Q: 3 clusters Score -3940226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -3940226.250000 Penalty: 3600.519287
	Iteration 34Q: 3 clusters Score -3940226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -3940223.000000 Penalty: 3600.519287
	Iteration 35Q: 3 clusters Score -3940223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -3940222.750000 Penalty: 3600.519287
	Iteration 36Q: 3 clusters Score -3940223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -3940225.500000 Penalty: 3600.519287
	Iteration 37Q: 3 clusters Score -3940226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -3940229.750000 Penalty: 3600.519287
	Iteration 38Q: 3 clusters Score -3940230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -3940229.750000 Penalty: 3600.519287
	Iteration 39F: 3 clusters Score -3940230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -73646.257812 Penalty: 1216.209961
	Iteration 0F: 2 clusters Score -73646.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -71727.625000 Penalty: 2432.419922
	Iteration 0F: 3 clusters Score -71727.62 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -72383.328125 Penalty: 2432.419922
	Iteration 1F: 3 clusters Score -72383.33 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -72668.257812 Penalty: 2432.419922
	Iteration 2F: 3 clusters Score -72668.26 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -72829.984375 Penalty: 2432.419922
	Iteration 3F: 3 clusters Score -72829.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -72896.710938 Penalty: 2432.419922
	Iteration 4Q: 3 clusters Score -72896.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -72944.132812 Penalty: 2432.419922
	Iteration 5Q: 3 clusters Score -72944.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -72981.914062 Penalty: 2432.419922
	Iteration 6Q: 3 clusters Score -72981.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -73022.320312 Penalty: 2432.419922
	Iteration 7Q: 3 clusters Score -73022.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -73066.890625 Penalty: 2432.419922
	Iteration 8Q: 3 clusters Score -73066.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -73120.039062 Penalty: 2432.419922
	Iteration 9Q: 3 clusters Score -73120.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -73155.101562 Penalty: 2432.419922
	Iteration 10Q: 3 clusters Score -73155.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73189.523438 Penalty: 2432.419922
	Iteration 11Q: 3 clusters Score -73189.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73213.609375 Penalty: 2432.419922
	Iteration 12Q: 3 clusters Score -73213.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73231.273438 Penalty: 2432.419922
	Iteration 13Q: 3 clusters Score -73231.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -73250.882812 Penalty: 2432.419922
	Iteration 14Q: 3 clusters Score -73250.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73281.890625 Penalty: 2432.419922
	Iteration 15Q: 3 clusters Score -73281.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -73319.343750 Penalty: 2432.419922
	Iteration 16Q: 3 clusters Score -73319.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73357.960938 Penalty: 2432.419922
	Iteration 17Q: 3 clusters Score -73357.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73383.734375 Penalty: 2432.419922
	Iteration 18Q: 3 clusters Score -73383.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -73408.007812 Penalty: 2432.419922
	Iteration 19Q: 3 clusters Score -73408.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -73431.007812 Penalty: 2432.419922
	Iteration 20F: 3 clusters Score -73431.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -73450.601562 Penalty: 2432.419922
	Iteration 21Q: 3 clusters Score -73450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -73460.617188 Penalty: 2432.419922
	Iteration 22Q: 3 clusters Score -73460.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -73472.000000 Penalty: 2432.419922
	Iteration 23Q: 3 clusters Score -73472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73479.781250 Penalty: 2432.419922
	Iteration 24Q: 3 clusters Score -73479.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73484.742188 Penalty: 2432.419922
	Iteration 25Q: 3 clusters Score -73484.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73486.656250 Penalty: 2432.419922
	Iteration 26Q: 3 clusters Score -73486.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73488.781250 Penalty: 2432.419922
	Iteration 27Q: 3 clusters Score -73488.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73489.921875 Penalty: 2432.419922
	Iteration 28Q: 3 clusters Score -73489.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73489.921875 Penalty: 2432.419922
	Iteration 29F: 3 clusters Score -73489.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -128226.945312 Penalty: 1255.222656
	Iteration 0F: 2 clusters Score -128226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -125992.968750 Penalty: 2510.445312
	Iteration 0F: 3 clusters Score -125993 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -126516.906250 Penalty: 2510.445312
	Iteration 1F: 3 clusters Score -126516.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -126714.500000 Penalty: 2510.445312
	Iteration 2F: 3 clusters Score -126714.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -126887.109375 Penalty: 2510.445312
	Iteration 3F: 3 clusters Score -126887.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -127022.210938 Penalty: 2510.445312
	Iteration 4F: 3 clusters Score -127022.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -127143.835938 Penalty: 2510.445312
	Iteration 5Q: 3 clusters Score -127143.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -127216.960938 Penalty: 2510.445312
	Iteration 6Q: 3 clusters Score -127217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127276.226562 Penalty: 2510.445312
	Iteration 7Q: 3 clusters Score -127276.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -127312.468750 Penalty: 2510.445312
	Iteration 8Q: 3 clusters Score -127312.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -127339.828125 Penalty: 2510.445312
	Iteration 9Q: 3 clusters Score -127339.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -127356.640625 Penalty: 2510.445312
	Iteration 10Q: 3 clusters Score -127356.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -127367.546875 Penalty: 2510.445312
	Iteration 11Q: 3 clusters Score -127367.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -127377.523438 Penalty: 2510.445312
	Iteration 12Q: 3 clusters Score -127377.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -127385.093750 Penalty: 2510.445312
	Iteration 13Q: 3 clusters Score -127385.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -127396.960938 Penalty: 2510.445312
	Iteration 14Q: 3 clusters Score -127397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -127407.406250 Penalty: 2510.445312
	Iteration 15Q: 3 clusters Score -127407.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -127419.437500 Penalty: 2510.445312
	Iteration 16Q: 3 clusters Score -127419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -127432.015625 Penalty: 2510.445312
	Iteration 17Q: 3 clusters Score -127432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -127440.164062 Penalty: 2510.445312
	Iteration 18Q: 3 clusters Score -127440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -127446.882812 Penalty: 2510.445312
	Iteration 19Q: 3 clusters Score -127446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -127453.828125 Penalty: 2510.445312
	Iteration 20F: 3 clusters Score -127453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -127459.328125 Penalty: 2510.445312
	Iteration 21Q: 3 clusters Score -127459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -127467.093750 Penalty: 2510.445312
	Iteration 22Q: 3 clusters Score -127467.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -127471.171875 Penalty: 2510.445312
	Iteration 23Q: 3 clusters Score -127471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -127474.703125 Penalty: 2510.445312
	Iteration 24Q: 3 clusters Score -127474.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -127477.414062 Penalty: 2510.445312
	Iteration 25Q: 3 clusters Score -127477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -127479.687500 Penalty: 2510.445312
	Iteration 26Q: 3 clusters Score -127479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -127482.367188 Penalty: 2510.445312
	Iteration 27Q: 3 clusters Score -127482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -127482.820312 Penalty: 2510.445312
	Iteration 28Q: 3 clusters Score -127482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -127483.039062 Penalty: 2510.445312
	Iteration 29Q: 3 clusters Score -127483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -127483.882812 Penalty: 2510.445312
	Iteration 30Q: 3 clusters Score -127483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -127484.335938 Penalty: 2510.445312
	Iteration 31Q: 3 clusters Score -127484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -127484.765625 Penalty: 2510.445312
	Iteration 32Q: 3 clusters Score -127484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -127487.007812 Penalty: 2510.445312
	Iteration 33Q: 3 clusters Score -127487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -127490.000000 Penalty: 2510.445312
	Iteration 34Q: 3 clusters Score -127490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -127493.429688 Penalty: 2510.445312
	Iteration 35Q: 3 clusters Score -127493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -127498.117188 Penalty: 2510.445312
	Iteration 36Q: 3 clusters Score -127498.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -127506.054688 Penalty: 2510.445312
	Iteration 37Q: 3 clusters Score -127506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -127514.507812 Penalty: 2510.445312
	Iteration 38Q: 3 clusters Score -127514.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -127520.359375 Penalty: 2510.445312
	Iteration 39Q: 3 clusters Score -127520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -127523.945312 Penalty: 2510.445312
	Iteration 40F: 3 clusters Score -127523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -127529.015625 Penalty: 2510.445312
	Iteration 41Q: 3 clusters Score -127529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -127537.468750 Penalty: 2510.445312
	Iteration 42Q: 3 clusters Score -127537.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -127547.453125 Penalty: 2510.445312
	Iteration 43Q: 3 clusters Score -127547.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -127565.703125 Penalty: 2510.445312
	Iteration 44Q: 3 clusters Score -127565.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -127591.734375 Penalty: 2510.445312
	Iteration 45Q: 3 clusters Score -127591.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -127626.984375 Penalty: 2510.445312
	Iteration 46Q: 3 clusters Score -127627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -127657.328125 Penalty: 2510.445312
	Iteration 47Q: 3 clusters Score -127657.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -127695.335938 Penalty: 2510.445312
	Iteration 48Q: 3 clusters Score -127695.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -127726.773438 Penalty: 2510.445312
	Iteration 49Q: 3 clusters Score -127726.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -127749.867188 Penalty: 2510.445312
	Iteration 50Q: 3 clusters Score -127749.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -127770.257812 Penalty: 2510.445312
	Iteration 51Q: 3 clusters Score -127770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -127785.562500 Penalty: 2510.445312
	Iteration 52Q: 3 clusters Score -127785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -127803.023438 Penalty: 2510.445312
	Iteration 53Q: 3 clusters Score -127803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -127821.984375 Penalty: 2510.445312
	Iteration 54Q: 3 clusters Score -127822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -127830.617188 Penalty: 2510.445312
	Iteration 55Q: 3 clusters Score -127830.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -127836.296875 Penalty: 2510.445312
	Iteration 56Q: 3 clusters Score -127836.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -127858.015625 Penalty: 2510.445312
	Iteration 57Q: 3 clusters Score -127858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -127882.265625 Penalty: 2510.445312
	Iteration 58Q: 3 clusters Score -127882.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -127907.171875 Penalty: 2510.445312
	Iteration 59Q: 3 clusters Score -127907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -127933.304688 Penalty: 2510.445312
	Iteration 60F: 3 clusters Score -127933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -127947.398438 Penalty: 2510.445312
	Iteration 61Q: 3 clusters Score -127947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -127954.109375 Penalty: 2510.445312
	Iteration 62Q: 3 clusters Score -127954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -127958.523438 Penalty: 2510.445312
	Iteration 63Q: 3 clusters Score -127958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -127959.671875 Penalty: 2510.445312
	Iteration 64Q: 3 clusters Score -127959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -127959.671875 Penalty: 2510.445312
	Iteration 65F: 3 clusters Score -127959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -106266.445312 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -104294.781250 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -104294.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104697.664062 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -104697.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -104796.335938 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -104796.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -104854.515625 Penalty: 2442.309814
	Iteration 3Q: 3 clusters Score -104854.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -104900.203125 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -104900.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -104927.734375 Penalty: 2442.309814
	Iteration 5Q: 3 clusters Score -104927.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104953.531250 Penalty: 2442.309814
	Iteration 6Q: 3 clusters Score -104953.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104967.273438 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -104967.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -104980.187500 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -104980.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -104993.140625 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -104993.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -105006.656250 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -105006.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -105018.296875 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -105018.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -105030.445312 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -105030.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -105043.914062 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -105043.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -105055.242188 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -105055.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -105075.242188 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -105075.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -105091.414062 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -105091.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -105107.062500 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -105107.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -105124.906250 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -105124.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -105144.921875 Penalty: 2442.309814
	Iteration 19Q: 3 clusters Score -105144.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -105160.687500 Penalty: 2442.309814
	Iteration 20F: 3 clusters Score -105160.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -105172.265625 Penalty: 2442.309814
	Iteration 21Q: 3 clusters Score -105172.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -105186.601562 Penalty: 2442.309814
	Iteration 22Q: 3 clusters Score -105186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105200.312500 Penalty: 2442.309814
	Iteration 23Q: 3 clusters Score -105200.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -105214.437500 Penalty: 2442.309814
	Iteration 24Q: 3 clusters Score -105214.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -105236.882812 Penalty: 2442.309814
	Iteration 25Q: 3 clusters Score -105236.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -105265.640625 Penalty: 2442.309814
	Iteration 26Q: 3 clusters Score -105265.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -105297.421875 Penalty: 2442.309814
	Iteration 27Q: 3 clusters Score -105297.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -105321.078125 Penalty: 2442.309814
	Iteration 28Q: 3 clusters Score -105321.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -105352.921875 Penalty: 2442.309814
	Iteration 29Q: 3 clusters Score -105352.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -105380.953125 Penalty: 2442.309814
	Iteration 30Q: 3 clusters Score -105381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -105404.054688 Penalty: 2442.309814
	Iteration 31Q: 3 clusters Score -105404.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -105421.757812 Penalty: 2442.309814
	Iteration 32Q: 3 clusters Score -105421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -105430.046875 Penalty: 2442.309814
	Iteration 33Q: 3 clusters Score -105430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -105438.140625 Penalty: 2442.309814
	Iteration 34Q: 3 clusters Score -105438.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -105447.539062 Penalty: 2442.309814
	Iteration 35Q: 3 clusters Score -105447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -105452.195312 Penalty: 2442.309814
	Iteration 36Q: 3 clusters Score -105452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -105457.429688 Penalty: 2442.309814
	Iteration 37Q: 3 clusters Score -105457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -105461.210938 Penalty: 2442.309814
	Iteration 38Q: 3 clusters Score -105461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -105465.906250 Penalty: 2442.309814
	Iteration 39Q: 3 clusters Score -105465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -105471.000000 Penalty: 2442.309814
	Iteration 40F: 3 clusters Score -105471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -105472.796875 Penalty: 2442.309814
	Iteration 41Q: 3 clusters Score -105472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -105475.031250 Penalty: 2442.309814
	Iteration 42Q: 3 clusters Score -105475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -105476.609375 Penalty: 2442.309814
	Iteration 43Q: 3 clusters Score -105476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -105476.609375 Penalty: 2442.309814
	Iteration 44F: 3 clusters Score -105476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -88244.929688 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -88244.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -86379.523438 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -86379.52 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -86763.007812 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -86763.01 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -86913.359375 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -86913.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -87010.320312 Penalty: 2397.974609
	Iteration 3Q: 3 clusters Score -87010.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -87132.164062 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -87132.16 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -87239.937500 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -87239.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -87356.703125 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -87356.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87442.210938 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -87442.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -87506.085938 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -87506.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -87550.968750 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -87550.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87593.140625 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -87593.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87636.507812 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -87636.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -87659.789062 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -87659.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87682.109375 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -87682.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87706.007812 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -87706.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87728.734375 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -87728.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87748.148438 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -87748.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87765.148438 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -87765.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -87787.789062 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -87787.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -87820.609375 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -87820.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -87856.617188 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -87856.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87884.164062 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -87884.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -87927.296875 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -87927.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -87989.187500 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -87989.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -88076.757812 Penalty: 2397.974609
	Iteration 24Q: 3 clusters Score -88076.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -88138.601562 Penalty: 2397.974609
	Iteration 25Q: 3 clusters Score -88138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88173.703125 Penalty: 2397.974609
	Iteration 26Q: 3 clusters Score -88173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88179.734375 Penalty: 2397.974609
	Iteration 27Q: 3 clusters Score -88179.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88188.218750 Penalty: 2397.974609
	Iteration 28Q: 3 clusters Score -88188.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -88192.851562 Penalty: 2397.974609
	Iteration 29Q: 3 clusters Score -88192.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -88199.320312 Penalty: 2397.974609
	Iteration 30Q: 3 clusters Score -88199.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88199.898438 Penalty: 2397.974609
	Iteration 31Q: 3 clusters Score -88199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88199.898438 Penalty: 2397.974609
	Iteration 32F: 3 clusters Score -88199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Entering Unmasked Estep 
Score: -324206.125000 Penalty: 1393.359253
	Iteration 0F: 2 clusters Score -324206.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -319999.406250 Penalty: 2786.718506
	Iteration 0F: 3 clusters Score -319999.4 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -321208.062500 Penalty: 2786.718506
	Iteration 1F: 3 clusters Score -321208.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -321402.750000 Penalty: 2786.718506
	Iteration 2F: 3 clusters Score -321402.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -321555.031250 Penalty: 2786.718506
	Iteration 3F: 3 clusters Score -321555 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -321669.062500 Penalty: 2786.718506
	Iteration 4Q: 3 clusters Score -321669.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -321814.187500 Penalty: 2786.718506
	Iteration 5Q: 3 clusters Score -321814.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -321976.312500 Penalty: 2786.718506
	Iteration 6Q: 3 clusters Score -321976.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -322139.937500 Penalty: 2786.718506
	Iteration 7Q: 3 clusters Score -322139.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -322298.187500 Penalty: 2786.718506
	Iteration 8Q: 3 clusters Score -322298.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -322415.468750 Penalty: 2786.718506
	Iteration 9Q: 3 clusters Score -322415.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -322502.843750 Penalty: 2786.718506
	Iteration 10Q: 3 clusters Score -322502.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -322582.718750 Penalty: 2786.718506
	Iteration 11Q: 3 clusters Score -322582.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -322647.281250 Penalty: 2786.718506
	Iteration 12Q: 3 clusters Score -322647.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -322689.218750 Penalty: 2786.718506
	Iteration 13Q: 3 clusters Score -322689.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -322723.781250 Penalty: 2786.718506
	Iteration 14Q: 3 clusters Score -322723.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -322756.343750 Penalty: 2786.718506
	Iteration 15Q: 3 clusters Score -322756.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -322787.093750 Penalty: 2786.718506
	Iteration 16Q: 3 clusters Score -322787.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -322815.187500 Penalty: 2786.718506
	Iteration 17Q: 3 clusters Score -322815.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -322837.875000 Penalty: 2786.718506
	Iteration 18Q: 3 clusters Score -322837.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -322853.031250 Penalty: 2786.718506
	Iteration 19Q: 3 clusters Score -322853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -322860.125000 Penalty: 2786.718506
	Iteration 20F: 3 clusters Score -322860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -322865.812500 Penalty: 2786.718506
	Iteration 21Q: 3 clusters Score -322865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -322867.343750 Penalty: 2786.718506
	Iteration 22Q: 3 clusters Score -322867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -322869.406250 Penalty: 2786.718506
	Iteration 23Q: 3 clusters Score -322869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -322870.843750 Penalty: 2786.718506
	Iteration 24Q: 3 clusters Score -322870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -322872.593750 Penalty: 2786.718506
	Iteration 25Q: 3 clusters Score -322872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -322873.468750 Penalty: 2786.718506
	Iteration 26Q: 3 clusters Score -322873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -322875.531250 Penalty: 2786.718506
	Iteration 27Q: 3 clusters Score -322875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -322875.843750 Penalty: 2786.718506
	Iteration 28Q: 3 clusters Score -322875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -322876.718750 Penalty: 2786.718506
	Iteration 29Q: 3 clusters Score -322876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -322877.156250 Penalty: 2786.718506
	Iteration 30Q: 3 clusters Score -322877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -322877.531250 Penalty: 2786.718506
	Iteration 31Q: 3 clusters Score -322877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -322878.375000 Penalty: 2786.718506
	Iteration 32Q: 3 clusters Score -322878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -322878.500000 Penalty: 2786.718506
	Iteration 33Q: 3 clusters Score -322878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -322878.875000 Penalty: 2786.718506
	Iteration 34Q: 3 clusters Score -322878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -322878.875000 Penalty: 2786.718506
	Iteration 35F: 3 clusters Score -322878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -265600.875000 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -265600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -261550.609375 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -261550.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -262683.750000 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -262683.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -262867.437500 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -262867.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -263014.875000 Penalty: 2770.677490
	Iteration 3F: 3 clusters Score -263014.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -263166.281250 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -263166.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -263276.843750 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -263276.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -263361.968750 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -263362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -263453.687500 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -263453.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -263552.750000 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -263552.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -263638.218750 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -263638.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -263744.218750 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -263744.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -263846.656250 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -263846.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -263935.562500 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -263935.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -264012.031250 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -264012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -264069.906250 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -264069.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -264111.593750 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -264111.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -264150.687500 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -264150.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -264176.968750 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -264177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -264197.687500 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -264197.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -264220.937500 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -264220.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -264235.812500 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -264235.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -264247.593750 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -264247.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -264252.468750 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -264252.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -264258.343750 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -264258.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -264264.968750 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -264265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -264271.812500 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -264271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -264278.125000 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -264278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -264286.187500 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -264286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -264295.156250 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -264295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -264301.937500 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -264301.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -264307.281250 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -264307.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -264314.312500 Penalty: 2770.677490
	Iteration 31Q: 3 clusters Score -264314.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -264321.375000 Penalty: 2770.677490
	Iteration 32Q: 3 clusters Score -264321.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -264326.312500 Penalty: 2770.677490
	Iteration 33Q: 3 clusters Score -264326.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -264332.562500 Penalty: 2770.677490
	Iteration 34Q: 3 clusters Score -264332.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -264339.343750 Penalty: 2770.677490
	Iteration 35Q: 3 clusters Score -264339.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -264345.875000 Penalty: 2770.677490
	Iteration 36Q: 3 clusters Score -264345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -264351.937500 Penalty: 2770.677490
	Iteration 37Q: 3 clusters Score -264351.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -264355.343750 Penalty: 2770.677490
	Iteration 38Q: 3 clusters Score -264355.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -264360.593750 Penalty: 2770.677490
	Iteration 39Q: 3 clusters Score -264360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -264368.843750 Penalty: 2770.677490
	Iteration 40F: 3 clusters Score -264368.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -264375.312500 Penalty: 2770.677490
	Iteration 41Q: 3 clusters Score -264375.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -264383.093750 Penalty: 2770.677490
	Iteration 42Q: 3 clusters Score -264383.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -264389.250000 Penalty: 2770.677490
	Iteration 43Q: 3 clusters Score -264389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -264395.656250 Penalty: 2770.677490
	Iteration 44Q: 3 clusters Score -264395.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -264403.500000 Penalty: 2770.677490
	Iteration 45Q: 3 clusters Score -264403.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -264407.562500 Penalty: 2770.677490
	Iteration 46Q: 3 clusters Score -264407.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -264412.000000 Penalty: 2770.677490
	Iteration 47Q: 3 clusters Score -264412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -264417.750000 Penalty: 2770.677490
	Iteration 48Q: 3 clusters Score -264417.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -264425.125000 Penalty: 2770.677490
	Iteration 49Q: 3 clusters Score -264425.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -264431.531250 Penalty: 2770.677490
	Iteration 50Q: 3 clusters Score -264431.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -264439.343750 Penalty: 2770.677490
	Iteration 51Q: 3 clusters Score -264439.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -264450.437500 Penalty: 2770.677490
	Iteration 52Q: 3 clusters Score -264450.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -264460.968750 Penalty: 2770.677490
	Iteration 53Q: 3 clusters Score -264461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -264468.312500 Penalty: 2770.677490
	Iteration 54Q: 3 clusters Score -264468.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -264474.812500 Penalty: 2770.677490
	Iteration 55Q: 3 clusters Score -264474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -264480.812500 Penalty: 2770.677490
	Iteration 56Q: 3 clusters Score -264480.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -264487.718750 Penalty: 2770.677490
	Iteration 57Q: 3 clusters Score -264487.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -264494.187500 Penalty: 2770.677490
	Iteration 58Q: 3 clusters Score -264494.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -264499.093750 Penalty: 2770.677490
	Iteration 59Q: 3 clusters Score -264499.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -264507.375000 Penalty: 2770.677490
	Iteration 60F: 3 clusters Score -264507.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -264517.375000 Penalty: 2770.677490
	Iteration 61Q: 3 clusters Score -264517.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -264524.125000 Penalty: 2770.677490
	Iteration 62Q: 3 clusters Score -264524.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -264534.187500 Penalty: 2770.677490
	Iteration 63Q: 3 clusters Score -264534.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -264542.500000 Penalty: 2770.677490
	Iteration 64Q: 3 clusters Score -264542.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -264545.687500 Penalty: 2770.677490
	Iteration 65Q: 3 clusters Score -264545.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -264550.281250 Penalty: 2770.677490
	Iteration 66Q: 3 clusters Score -264550.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -264554.843750 Penalty: 2770.677490
	Iteration 67Q: 3 clusters Score -264554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -264558.937500 Penalty: 2770.677490
	Iteration 68Q: 3 clusters Score -264558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -264559.531250 Penalty: 2770.677490
	Iteration 69Q: 3 clusters Score -264559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -264560.531250 Penalty: 2770.677490
	Iteration 70Q: 3 clusters Score -264560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -264560.875000 Penalty: 2770.677490
	Iteration 71Q: 3 clusters Score -264560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -264560.875000 Penalty: 2770.677490
	Iteration 72F: 3 clusters Score -264560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -93876.812500 Penalty: 1205.649414
	Iteration 0F: 2 clusters Score -93876.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -91994.312500 Penalty: 2411.298828
	Iteration 0F: 3 clusters Score -91994.31 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92372.046875 Penalty: 2411.298828
	Iteration 1F: 3 clusters Score -92372.05 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -92494.148438 Penalty: 2411.298828
	Iteration 2F: 3 clusters Score -92494.15 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -92563.937500 Penalty: 2411.298828
	Iteration 3F: 3 clusters Score -92563.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92612.257812 Penalty: 2411.298828
	Iteration 4Q: 3 clusters Score -92612.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92651.140625 Penalty: 2411.298828
	Iteration 5Q: 3 clusters Score -92651.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92691.640625 Penalty: 2411.298828
	Iteration 6Q: 3 clusters Score -92691.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92713.484375 Penalty: 2411.298828
	Iteration 7Q: 3 clusters Score -92713.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -92731.742188 Penalty: 2411.298828
	Iteration 8Q: 3 clusters Score -92731.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92744.250000 Penalty: 2411.298828
	Iteration 9Q: 3 clusters Score -92744.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92749.679688 Penalty: 2411.298828
	Iteration 10Q: 3 clusters Score -92749.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92754.820312 Penalty: 2411.298828
	Iteration 11Q: 3 clusters Score -92754.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92759.484375 Penalty: 2411.298828
	Iteration 12Q: 3 clusters Score -92759.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92765.664062 Penalty: 2411.298828
	Iteration 13Q: 3 clusters Score -92765.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92770.898438 Penalty: 2411.298828
	Iteration 14Q: 3 clusters Score -92770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92774.898438 Penalty: 2411.298828
	Iteration 15Q: 3 clusters Score -92774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92778.718750 Penalty: 2411.298828
	Iteration 16Q: 3 clusters Score -92778.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92780.593750 Penalty: 2411.298828
	Iteration 17Q: 3 clusters Score -92780.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92782.726562 Penalty: 2411.298828
	Iteration 18Q: 3 clusters Score -92782.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92784.265625 Penalty: 2411.298828
	Iteration 19Q: 3 clusters Score -92784.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -92785.781250 Penalty: 2411.298828
	Iteration 20F: 3 clusters Score -92785.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92786.085938 Penalty: 2411.298828
	Iteration 21Q: 3 clusters Score -92786.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92786.296875 Penalty: 2411.298828
	Iteration 22Q: 3 clusters Score -92786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92786.562500 Penalty: 2411.298828
	Iteration 23Q: 3 clusters Score -92786.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92787.281250 Penalty: 2411.298828
	Iteration 24Q: 3 clusters Score -92787.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92788.125000 Penalty: 2411.298828
	Iteration 25Q: 3 clusters Score -92788.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92788.757812 Penalty: 2411.298828
	Iteration 26Q: 3 clusters Score -92788.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92789.468750 Penalty: 2411.298828
	Iteration 27Q: 3 clusters Score -92789.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92789.882812 Penalty: 2411.298828
	Iteration 28Q: 3 clusters Score -92789.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92789.882812 Penalty: 2411.298828
	Iteration 29F: 3 clusters Score -92789.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -145294.484375 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -145294.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142833.515625 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -142833.5 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -143557.015625 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -143557 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -143785.250000 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -143785.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -143966.859375 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -143966.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -144126.765625 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -144126.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -144257.500000 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -144257.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -144346.812500 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -144346.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -144394.562500 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -144394.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -144446.921875 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -144446.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -144502.187500 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -144502.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -144542.062500 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -144542.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -144567.437500 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -144567.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144599.031250 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -144599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144621.796875 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -144621.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -144641.281250 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -144641.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -144661.953125 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -144662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -144676.953125 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -144677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -144689.593750 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -144689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144696.656250 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -144696.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -144703.156250 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -144703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -144705.859375 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -144705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144706.890625 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -144706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -144707.421875 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -144707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -144708.156250 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -144708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -144708.156250 Penalty: 2554.183838
	Iteration 24F: 3 clusters Score -144708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -194257.562500 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -194257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -191202.437500 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -191202.4 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -192079.328125 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -192079.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -192496.234375 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -192496.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -192849.500000 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -192849.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -193160.890625 Penalty: 2651.238525
	Iteration 4F: 3 clusters Score -193160.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -193405.343750 Penalty: 2651.238525
	Iteration 5F: 3 clusters Score -193405.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -193594.593750 Penalty: 2651.238525
	Iteration 6F: 3 clusters Score -193594.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -193742.640625 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -193742.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193852.312500 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -193852.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -193970.218750 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -193970.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -194081.296875 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -194081.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -194158.140625 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -194158.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -194249.531250 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -194249.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -194352.859375 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -194352.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -194486.203125 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -194486.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194634.093750 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -194634.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -194756.515625 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -194756.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -194836.281250 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -194836.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -194876.500000 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -194876.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -194900.562500 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -194900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -194916.437500 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -194916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194925.640625 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -194925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -194931.515625 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -194931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194937.343750 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -194937.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -194944.687500 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -194944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -194946.984375 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -194947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -194952.171875 Penalty: 2651.238525
	Iteration 26Q: 3 clusters Score -194952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -194953.500000 Penalty: 2651.238525
	Iteration 27Q: 3 clusters Score -194953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -194954.421875 Penalty: 2651.238525
	Iteration 28Q: 3 clusters Score -194954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -194954.421875 Penalty: 2651.238525
	Iteration 29F: 3 clusters Score -194954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 54794 members 
Mstep: Class 6 contains 11429 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 26555 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 75520 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 20987 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 68738 members 
Mstep: Class 23 contains 80652 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 64765 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 5102 members 
Mstep: Class 41 contains 1259 members 
Entering Unmasked Estep 
Score: -30947128.000000 Penalty: 88057.867188
Splitting cluster 39 changes total score from -30947274.000000 to -30947128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -307263.937500 Penalty: 1387.325562
	Iteration 0F: 2 clusters Score -307263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -303180.031250 Penalty: 2774.651123
	Iteration 0F: 3 clusters Score -303180 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -304357.406250 Penalty: 2774.651123
	Iteration 1F: 3 clusters Score -304357.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -304581.937500 Penalty: 2774.651123
	Iteration 2F: 3 clusters Score -304581.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -304752.312500 Penalty: 2774.651123
	Iteration 3F: 3 clusters Score -304752.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -304902.562500 Penalty: 2774.651123
	Iteration 4F: 3 clusters Score -304902.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -305035.156250 Penalty: 2774.651123
	Iteration 5Q: 3 clusters Score -305035.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -305170.406250 Penalty: 2774.651123
	Iteration 6Q: 3 clusters Score -305170.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -305309.093750 Penalty: 2774.651123
	Iteration 7Q: 3 clusters Score -305309.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -305428.343750 Penalty: 2774.651123
	Iteration 8Q: 3 clusters Score -305428.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -305540.312500 Penalty: 2774.651123
	Iteration 9Q: 3 clusters Score -305540.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -305627.125000 Penalty: 2774.651123
	Iteration 10Q: 3 clusters Score -305627.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -305687.375000 Penalty: 2774.651123
	Iteration 11Q: 3 clusters Score -305687.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -305732.500000 Penalty: 2774.651123
	Iteration 12Q: 3 clusters Score -305732.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -305761.562500 Penalty: 2774.651123
	Iteration 13Q: 3 clusters Score -305761.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -305791.312500 Penalty: 2774.651123
	Iteration 14Q: 3 clusters Score -305791.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -305812.437500 Penalty: 2774.651123
	Iteration 15Q: 3 clusters Score -305812.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -305826.500000 Penalty: 2774.651123
	Iteration 16Q: 3 clusters Score -305826.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -305842.250000 Penalty: 2774.651123
	Iteration 17Q: 3 clusters Score -305842.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -305851.312500 Penalty: 2774.651123
	Iteration 18Q: 3 clusters Score -305851.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -305859.062500 Penalty: 2774.651123
	Iteration 19Q: 3 clusters Score -305859.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -305864.875000 Penalty: 2774.651123
	Iteration 20F: 3 clusters Score -305864.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -305868.343750 Penalty: 2774.651123
	Iteration 21Q: 3 clusters Score -305868.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -305872.843750 Penalty: 2774.651123
	Iteration 22Q: 3 clusters Score -305872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -305877.218750 Penalty: 2774.651123
	Iteration 23Q: 3 clusters Score -305877.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305880.375000 Penalty: 2774.651123
	Iteration 24Q: 3 clusters Score -305880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -305882.250000 Penalty: 2774.651123
	Iteration 25Q: 3 clusters Score -305882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -305884.406250 Penalty: 2774.651123
	Iteration 26Q: 3 clusters Score -305884.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -305888.750000 Penalty: 2774.651123
	Iteration 27Q: 3 clusters Score -305888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -305889.875000 Penalty: 2774.651123
	Iteration 28Q: 3 clusters Score -305889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -305891.343750 Penalty: 2774.651123
	Iteration 29Q: 3 clusters Score -305891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -305892.343750 Penalty: 2774.651123
	Iteration 30Q: 3 clusters Score -305892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -305893.031250 Penalty: 2774.651123
	Iteration 31Q: 3 clusters Score -305893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -305893.687500 Penalty: 2774.651123
	Iteration 32Q: 3 clusters Score -305893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -305894.812500 Penalty: 2774.651123
	Iteration 33Q: 3 clusters Score -305894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -305895.156250 Penalty: 2774.651123
	Iteration 34Q: 3 clusters Score -305895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -305895.562500 Penalty: 2774.651123
	Iteration 35Q: 3 clusters Score -305895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -305896.375000 Penalty: 2774.651123
	Iteration 36Q: 3 clusters Score -305896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -305896.000000 Penalty: 2774.651123
	Iteration 37Q: 3 clusters Score -305896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -305897.500000 Penalty: 2774.651123
	Iteration 38Q: 3 clusters Score -305897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -305898.500000 Penalty: 2774.651123
	Iteration 39Q: 3 clusters Score -305898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -305899.218750 Penalty: 2774.651123
	Iteration 40F: 3 clusters Score -305899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -305901.656250 Penalty: 2774.651123
	Iteration 41Q: 3 clusters Score -305901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -305905.062500 Penalty: 2774.651123
	Iteration 42Q: 3 clusters Score -305905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -305907.750000 Penalty: 2774.651123
	Iteration 43Q: 3 clusters Score -305907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -305911.281250 Penalty: 2774.651123
	Iteration 44Q: 3 clusters Score -305911.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -305919.125000 Penalty: 2774.651123
	Iteration 45Q: 3 clusters Score -305919.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -305928.531250 Penalty: 2774.651123
	Iteration 46Q: 3 clusters Score -305928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -305933.781250 Penalty: 2774.651123
	Iteration 47Q: 3 clusters Score -305933.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -305938.312500 Penalty: 2774.651123
	Iteration 48Q: 3 clusters Score -305938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -305942.718750 Penalty: 2774.651123
	Iteration 49Q: 3 clusters Score -305942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -305945.718750 Penalty: 2774.651123
	Iteration 50Q: 3 clusters Score -305945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -305948.000000 Penalty: 2774.651123
	Iteration 51Q: 3 clusters Score -305948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -305948.562500 Penalty: 2774.651123
	Iteration 52Q: 3 clusters Score -305948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -305949.531250 Penalty: 2774.651123
	Iteration 53Q: 3 clusters Score -305949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -305950.687500 Penalty: 2774.651123
	Iteration 54Q: 3 clusters Score -305950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -305953.281250 Penalty: 2774.651123
	Iteration 55Q: 3 clusters Score -305953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -305954.500000 Penalty: 2774.651123
	Iteration 56Q: 3 clusters Score -305954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -305956.187500 Penalty: 2774.651123
	Iteration 57Q: 3 clusters Score -305956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -305955.875000 Penalty: 2774.651123
	Iteration 58Q: 3 clusters Score -305955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -305957.750000 Penalty: 2774.651123
	Iteration 59Q: 3 clusters Score -305957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -305960.406250 Penalty: 2774.651123
	Iteration 60F: 3 clusters Score -305960.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -305965.156250 Penalty: 2774.651123
	Iteration 61Q: 3 clusters Score -305965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -305971.187500 Penalty: 2774.651123
	Iteration 62Q: 3 clusters Score -305971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -305976.593750 Penalty: 2774.651123
	Iteration 63Q: 3 clusters Score -305976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -305980.812500 Penalty: 2774.651123
	Iteration 64Q: 3 clusters Score -305980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -305985.187500 Penalty: 2774.651123
	Iteration 65Q: 3 clusters Score -305985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -305992.656250 Penalty: 2774.651123
	Iteration 66Q: 3 clusters Score -305992.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306000.718750 Penalty: 2774.651123
	Iteration 67Q: 3 clusters Score -306000.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -306007.718750 Penalty: 2774.651123
	Iteration 68Q: 3 clusters Score -306007.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -306014.281250 Penalty: 2774.651123
	Iteration 69Q: 3 clusters Score -306014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -306019.281250 Penalty: 2774.651123
	Iteration 70Q: 3 clusters Score -306019.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -306025.937500 Penalty: 2774.651123
	Iteration 71Q: 3 clusters Score -306025.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306035.156250 Penalty: 2774.651123
	Iteration 72Q: 3 clusters Score -306035.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -306044.187500 Penalty: 2774.651123
	Iteration 73Q: 3 clusters Score -306044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -306052.781250 Penalty: 2774.651123
	Iteration 74Q: 3 clusters Score -306052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -306054.937500 Penalty: 2774.651123
	Iteration 75Q: 3 clusters Score -306054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -306058.812500 Penalty: 2774.651123
	Iteration 76Q: 3 clusters Score -306058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -306061.031250 Penalty: 2774.651123
	Iteration 77Q: 3 clusters Score -306061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -306063.406250 Penalty: 2774.651123
	Iteration 78Q: 3 clusters Score -306063.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -306064.531250 Penalty: 2774.651123
	Iteration 79Q: 3 clusters Score -306064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -306066.125000 Penalty: 2774.651123
	Iteration 80F: 3 clusters Score -306066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -306067.656250 Penalty: 2774.651123
	Iteration 81Q: 3 clusters Score -306067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -306068.968750 Penalty: 2774.651123
	Iteration 82Q: 3 clusters Score -306069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -306070.937500 Penalty: 2774.651123
	Iteration 83Q: 3 clusters Score -306070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -306075.843750 Penalty: 2774.651123
	Iteration 84Q: 3 clusters Score -306075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -306080.593750 Penalty: 2774.651123
	Iteration 85Q: 3 clusters Score -306080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -306085.718750 Penalty: 2774.651123
	Iteration 86Q: 3 clusters Score -306085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306090.593750 Penalty: 2774.651123
	Iteration 87Q: 3 clusters Score -306090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306095.562500 Penalty: 2774.651123
	Iteration 88Q: 3 clusters Score -306095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -306100.343750 Penalty: 2774.651123
	Iteration 89Q: 3 clusters Score -306100.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -306106.062500 Penalty: 2774.651123
	Iteration 90Q: 3 clusters Score -306106.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -306114.937500 Penalty: 2774.651123
	Iteration 91Q: 3 clusters Score -306114.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -306126.781250 Penalty: 2774.651123
	Iteration 92Q: 3 clusters Score -306126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -306132.093750 Penalty: 2774.651123
	Iteration 93Q: 3 clusters Score -306132.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -306137.812500 Penalty: 2774.651123
	Iteration 94Q: 3 clusters Score -306137.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306144.531250 Penalty: 2774.651123
	Iteration 95Q: 3 clusters Score -306144.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306155.156250 Penalty: 2774.651123
	Iteration 96Q: 3 clusters Score -306155.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -306167.687500 Penalty: 2774.651123
	Iteration 97Q: 3 clusters Score -306167.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -306176.625000 Penalty: 2774.651123
	Iteration 98Q: 3 clusters Score -306176.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -306188.281250 Penalty: 2774.651123
	Iteration 99Q: 3 clusters Score -306188.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -306201.687500 Penalty: 2774.651123
	Iteration 100F: 3 clusters Score -306201.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -306212.156250 Penalty: 2774.651123
	Iteration 101Q: 3 clusters Score -306212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -306220.281250 Penalty: 2774.651123
	Iteration 102Q: 3 clusters Score -306220.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306225.312500 Penalty: 2774.651123
	Iteration 103Q: 3 clusters Score -306225.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -306230.062500 Penalty: 2774.651123
	Iteration 104Q: 3 clusters Score -306230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -306238.250000 Penalty: 2774.651123
	Iteration 105Q: 3 clusters Score -306238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -306242.281250 Penalty: 2774.651123
	Iteration 106Q: 3 clusters Score -306242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -306244.875000 Penalty: 2774.651123
	Iteration 107Q: 3 clusters Score -306244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -306246.906250 Penalty: 2774.651123
	Iteration 108Q: 3 clusters Score -306246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -306246.906250 Penalty: 2774.651123
	Iteration 109Q: 3 clusters Score -306246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -306248.781250 Penalty: 2774.651123
	Iteration 110Q: 3 clusters Score -306248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -306250.937500 Penalty: 2774.651123
	Iteration 111Q: 3 clusters Score -306250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -306253.375000 Penalty: 2774.651123
	Iteration 112Q: 3 clusters Score -306253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -306255.406250 Penalty: 2774.651123
	Iteration 113Q: 3 clusters Score -306255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -306256.687500 Penalty: 2774.651123
	Iteration 114Q: 3 clusters Score -306256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -306257.156250 Penalty: 2774.651123
	Iteration 115Q: 3 clusters Score -306257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -306258.281250 Penalty: 2774.651123
	Iteration 116Q: 3 clusters Score -306258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -306261.250000 Penalty: 2774.651123
	Iteration 117Q: 3 clusters Score -306261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -306263.656250 Penalty: 2774.651123
	Iteration 118Q: 3 clusters Score -306263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306268.250000 Penalty: 2774.651123
	Iteration 119Q: 3 clusters Score -306268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -306270.906250 Penalty: 2774.651123
	Iteration 120F: 3 clusters Score -306270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306273.093750 Penalty: 2774.651123
	Iteration 121Q: 3 clusters Score -306273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306275.468750 Penalty: 2774.651123
	Iteration 122Q: 3 clusters Score -306275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306276.875000 Penalty: 2774.651123
	Iteration 123Q: 3 clusters Score -306276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -306277.062500 Penalty: 2774.651123
	Iteration 124Q: 3 clusters Score -306277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306276.687500 Penalty: 2774.651123
	Iteration 125Q: 3 clusters Score -306276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306276.687500 Penalty: 2774.651123
	Iteration 126F: 3 clusters Score -306276.7 nChanged 0
--- Evaluating fit on full set of 1648792 points ---
Entering Unmasked Estep 
Score: -92980360.000000 Penalty: 93051.101562
20->41 Clusters: Score -92980360.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 549597 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 27273 members 
Mstep: Class 3 contains 27636 members 
Mstep: Class 4 contains 27524 members 
Mstep: Class 5 contains 27483 members 
Mstep: Class 6 contains 27378 members 
Mstep: Class 7 contains 27752 members 
Mstep: Class 8 contains 27247 members 
Mstep: Class 9 contains 27946 members 
Mstep: Class 10 contains 27598 members 
Mstep: Class 11 contains 27590 members 
Mstep: Class 12 contains 27634 members 
Mstep: Class 13 contains 27459 members 
Mstep: Class 14 contains 27537 members 
Mstep: Class 15 contains 27237 members 
Mstep: Class 16 contains 27502 members 
Mstep: Class 17 contains 27403 members 
Mstep: Class 18 contains 27104 members 
Mstep: Class 19 contains 27479 members 
Mstep: Class 20 contains 27222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 652.272217 but Gain 2147.753906
Score: -27449344.000000 Penalty: 40807.304688
Iteration 0F: 20 clusters Score -2.744934e+07 nChanged 517917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1044 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 13851 members 
Mstep: Class 3 contains 26789 members 
Mstep: Class 4 contains 37068 members 
Mstep: Class 5 contains 22465 members 
Mstep: Class 6 contains 17319 members 
Mstep: Class 7 contains 28473 members 
Mstep: Class 8 contains 18725 members 
Mstep: Class 9 contains 26724 members 
Mstep: Class 10 contains 22325 members 
Mstep: Class 11 contains 39679 members 
Mstep: Class 12 contains 44690 members 
Mstep: Class 14 contains 45708 members 
Mstep: Class 15 contains 25012 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 15802 members 
Mstep: Class 19 contains 45690 members 
Mstep: Class 20 contains 33119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29325924.000000 Penalty: 40807.304688
Iteration 1F: 20 clusters Score -2.932592e+07 nChanged 195701
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 11038 members 
Mstep: Class 3 contains 17352 members 
Mstep: Class 4 contains 35267 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 27201 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 19504 members 
Mstep: Class 10 contains 16792 members 
Mstep: Class 11 contains 44480 members 
Mstep: Class 12 contains 63035 members 
Mstep: Class 14 contains 45669 members 
Mstep: Class 15 contains 27711 members 
Mstep: Class 16 contains 14993 members 
Mstep: Class 17 contains 12683 members 
Mstep: Class 18 contains 15553 members 
Mstep: Class 19 contains 50950 members 
Mstep: Class 20 contains 36652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29742168.000000 Penalty: 40807.304688
Iteration 2F: 20 clusters Score -2.974217e+07 nChanged 150369
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 10581 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 24648 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 14050 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 74481 members 
Mstep: Class 14 contains 54007 members 
Mstep: Class 15 contains 26928 members 
Mstep: Class 16 contains 11435 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 20648 members 
Mstep: Class 19 contains 47905 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30057328.000000 Penalty: 40807.304688
Iteration 3F: 20 clusters Score -3.005733e+07 nChanged 121210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 10395 members 
Mstep: Class 3 contains 7097 members 
Mstep: Class 4 contains 18716 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 21311 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10575 members 
Mstep: Class 10 contains 13421 members 
Mstep: Class 11 contains 38621 members 
Mstep: Class 12 contains 84437 members 
Mstep: Class 14 contains 60357 members 
Mstep: Class 15 contains 30420 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 26977 members 
Mstep: Class 19 contains 40372 members 
Mstep: Class 20 contains 42335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30285040.000000 Penalty: 40807.304688
Iteration 4F: 20 clusters Score -3.028504e+07 nChanged 96420
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 9490 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 8977 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 19130 members 
Mstep: Class 7 contains 20176 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 12262 members 
Mstep: Class 11 contains 32418 members 
Mstep: Class 12 contains 90334 members 
Mstep: Class 14 contains 63358 members 
Mstep: Class 15 contains 41498 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 9957 members 
Mstep: Class 18 contains 30968 members 
Mstep: Class 19 contains 34002 members 
Mstep: Class 20 contains 42300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30419132.000000 Penalty: 40807.304688
Iteration 5F: 20 clusters Score -3.041913e+07 nChanged 74515
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 8588 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 18579 members 
Mstep: Class 7 contains 20389 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 8695 members 
Mstep: Class 10 contains 11707 members 
Mstep: Class 11 contains 26917 members 
Mstep: Class 12 contains 90217 members 
Mstep: Class 14 contains 66736 members 
Mstep: Class 15 contains 53544 members 
Mstep: Class 16 contains 7434 members 
Mstep: Class 17 contains 9652 members 
Mstep: Class 18 contains 34089 members 
Mstep: Class 19 contains 28641 members 
Mstep: Class 20 contains 40932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1552.796997 but Gain 2147.753906
Score: -30514836.000000 Penalty: 38659.550781
Iteration 6F: 19 clusters Score -3.051484e+07 nChanged 60980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 17838 members 
Mstep: Class 7 contains 20643 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 11594 members 
Mstep: Class 11 contains 22607 members 
Mstep: Class 12 contains 87524 members 
Mstep: Class 14 contains 73081 members 
Mstep: Class 15 contains 62291 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 36114 members 
Mstep: Class 19 contains 25046 members 
Mstep: Class 20 contains 39286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30592812.000000 Penalty: 38659.550781
Iteration 7F: 19 clusters Score -3.059281e+07 nChanged 45783
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 7605 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 11632 members 
Mstep: Class 11 contains 18130 members 
Mstep: Class 12 contains 84845 members 
Mstep: Class 14 contains 76742 members 
Mstep: Class 15 contains 68451 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 8813 members 
Mstep: Class 18 contains 36855 members 
Mstep: Class 19 contains 23396 members 
Mstep: Class 20 contains 37013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30651364.000000 Penalty: 38659.550781
Iteration 8F: 19 clusters Score -3.065136e+07 nChanged 33895
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 7231 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 10461 members 
Mstep: Class 10 contains 11619 members 
Mstep: Class 11 contains 13800 members 
Mstep: Class 12 contains 84895 members 
Mstep: Class 14 contains 76578 members 
Mstep: Class 15 contains 72936 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 36547 members 
Mstep: Class 19 contains 24256 members 
Mstep: Class 20 contains 33914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30679584.000000 Penalty: 38659.550781
Iteration 9F: 19 clusters Score -3.067958e+07 nChanged 24438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 17221 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 10676 members 
Mstep: Class 10 contains 11607 members 
Mstep: Class 11 contains 10009 members 
Mstep: Class 12 contains 85649 members 
Mstep: Class 14 contains 74786 members 
Mstep: Class 15 contains 76680 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 8467 members 
Mstep: Class 18 contains 35930 members 
Mstep: Class 19 contains 26425 members 
Mstep: Class 20 contains 31455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30695384.000000 Penalty: 38659.550781
Iteration 10Q: 19 clusters Score -3.069538e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 17143 members 
Mstep: Class 7 contains 20819 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 11587 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 86198 members 
Mstep: Class 14 contains 72636 members 
Mstep: Class 15 contains 80045 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 8359 members 
Mstep: Class 18 contains 35188 members 
Mstep: Class 19 contains 27761 members 
Mstep: Class 20 contains 29733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30704554.000000 Penalty: 38659.550781
Iteration 11Q: 19 clusters Score -3.070455e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 6453 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 20662 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 86444 members 
Mstep: Class 14 contains 70456 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 6514 members 
Mstep: Class 17 contains 8272 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 28512 members 
Mstep: Class 20 contains 28373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30711024.000000 Penalty: 38659.550781
Iteration 12Q: 19 clusters Score -3.071102e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 7 contains 20525 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 10691 members 
Mstep: Class 10 contains 11502 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 86419 members 
Mstep: Class 14 contains 68290 members 
Mstep: Class 15 contains 86574 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 8193 members 
Mstep: Class 18 contains 33554 members 
Mstep: Class 19 contains 29010 members 
Mstep: Class 20 contains 27177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30716270.000000 Penalty: 38659.550781
Iteration 13Q: 19 clusters Score -3.071627e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 117447 members 
Mstep: Class 2 contains 6119 members 
Mstep: Class 3 contains 4662 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 17073 members 
Mstep: Class 7 contains 20430 members 
Mstep: Class 8 contains 3515 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 86174 members 
Mstep: Class 14 contains 66215 members 
Mstep: Class 15 contains 89872 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 8132 members 
Mstep: Class 18 contains 32728 members 
Mstep: Class 19 contains 29358 members 
Mstep: Class 20 contains 26159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30722320.000000 Penalty: 38659.550781
Iteration 14Q: 19 clusters Score -3.072232e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 117591 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 4698 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 11363 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 85604 members 
Mstep: Class 14 contains 64223 members 
Mstep: Class 15 contains 93257 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 8093 members 
Mstep: Class 18 contains 32008 members 
Mstep: Class 19 contains 29555 members 
Mstep: Class 20 contains 25275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30728312.000000 Penalty: 38659.550781
Iteration 15Q: 19 clusters Score -3.072831e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 17089 members 
Mstep: Class 7 contains 20418 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 11267 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 84823 members 
Mstep: Class 14 contains 62358 members 
Mstep: Class 15 contains 96538 members 
Mstep: Class 16 contains 6313 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 31401 members 
Mstep: Class 19 contains 29592 members 
Mstep: Class 20 contains 24533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30733042.000000 Penalty: 38659.550781
Iteration 16Q: 19 clusters Score -3.073304e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 5 contains 7108 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 10140 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 8768 members 
Mstep: Class 12 contains 84120 members 
Mstep: Class 14 contains 60940 members 
Mstep: Class 15 contains 99722 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 8038 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 29530 members 
Mstep: Class 20 contains 23783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30737804.000000 Penalty: 38659.550781
Iteration 17Q: 19 clusters Score -3.07378e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 5 contains 7191 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 7 contains 20597 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 9406 members 
Mstep: Class 12 contains 83536 members 
Mstep: Class 14 contains 59897 members 
Mstep: Class 15 contains 102753 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 30328 members 
Mstep: Class 19 contains 29388 members 
Mstep: Class 20 contains 23111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30742582.000000 Penalty: 38659.550781
Iteration 18Q: 19 clusters Score -3.074258e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 115088 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 17086 members 
Mstep: Class 7 contains 20594 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 11032 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 83107 members 
Mstep: Class 14 contains 59386 members 
Mstep: Class 15 contains 105684 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 7969 members 
Mstep: Class 18 contains 29813 members 
Mstep: Class 19 contains 29164 members 
Mstep: Class 20 contains 22472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30747350.000000 Penalty: 38659.550781
Iteration 19Q: 19 clusters Score -3.074735e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 17084 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 10991 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 82812 members 
Mstep: Class 14 contains 59616 members 
Mstep: Class 15 contains 108241 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 7899 members 
Mstep: Class 18 contains 29338 members 
Mstep: Class 19 contains 28925 members 
Mstep: Class 20 contains 21807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30752474.000000 Penalty: 38659.550781
Iteration 20F: 19 clusters Score -3.075247e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 17073 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 10230 members 
Mstep: Class 10 contains 10935 members 
Mstep: Class 11 contains 10598 members 
Mstep: Class 12 contains 82607 members 
Mstep: Class 14 contains 60354 members 
Mstep: Class 15 contains 110448 members 
Mstep: Class 16 contains 5919 members 
Mstep: Class 17 contains 7800 members 
Mstep: Class 18 contains 28912 members 
Mstep: Class 19 contains 28688 members 
Mstep: Class 20 contains 21147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30757516.000000 Penalty: 38659.550781
Iteration 21Q: 19 clusters Score -3.075752e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 5892 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 17033 members 
Mstep: Class 7 contains 20379 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 11 contains 10862 members 
Mstep: Class 12 contains 82504 members 
Mstep: Class 14 contains 61847 members 
Mstep: Class 15 contains 112401 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 28479 members 
Mstep: Class 19 contains 28389 members 
Mstep: Class 20 contains 20480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30761594.000000 Penalty: 38659.550781
Iteration 22Q: 19 clusters Score -3.076159e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 6327 members 
Mstep: Class 5 contains 7420 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 20285 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 10581 members 
Mstep: Class 10 contains 10868 members 
Mstep: Class 11 contains 11078 members 
Mstep: Class 12 contains 82413 members 
Mstep: Class 14 contains 64058 members 
Mstep: Class 15 contains 114061 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 7593 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 28072 members 
Mstep: Class 20 contains 19823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30765122.000000 Penalty: 38659.550781
Iteration 23Q: 19 clusters Score -3.076512e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 7 contains 20131 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 10820 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 82356 members 
Mstep: Class 14 contains 66821 members 
Mstep: Class 15 contains 115299 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 7471 members 
Mstep: Class 18 contains 27625 members 
Mstep: Class 19 contains 27818 members 
Mstep: Class 20 contains 19154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30768936.000000 Penalty: 38659.550781
Iteration 24Q: 19 clusters Score -3.076894e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 16874 members 
Mstep: Class 7 contains 19972 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 10790 members 
Mstep: Class 11 contains 11437 members 
Mstep: Class 12 contains 82308 members 
Mstep: Class 14 contains 69988 members 
Mstep: Class 15 contains 116399 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 27219 members 
Mstep: Class 19 contains 27592 members 
Mstep: Class 20 contains 18491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30772498.000000 Penalty: 38659.550781
Iteration 25Q: 19 clusters Score -3.07725e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 7456 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 19794 members 
Mstep: Class 8 contains 4807 members 
Mstep: Class 9 contains 11451 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 82288 members 
Mstep: Class 14 contains 73555 members 
Mstep: Class 15 contains 117366 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 26810 members 
Mstep: Class 19 contains 27412 members 
Mstep: Class 20 contains 17808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30777088.000000 Penalty: 38659.550781
Iteration 26Q: 19 clusters Score -3.077709e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 16842 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 11726 members 
Mstep: Class 12 contains 82261 members 
Mstep: Class 14 contains 77810 members 
Mstep: Class 15 contains 118230 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 26431 members 
Mstep: Class 19 contains 27250 members 
Mstep: Class 20 contains 17108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30784222.000000 Penalty: 38659.550781
Iteration 27Q: 19 clusters Score -3.078422e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 7 contains 19268 members 
Mstep: Class 8 contains 4931 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 10755 members 
Mstep: Class 11 contains 11844 members 
Mstep: Class 12 contains 82244 members 
Mstep: Class 14 contains 82847 members 
Mstep: Class 15 contains 119169 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 26109 members 
Mstep: Class 19 contains 27178 members 
Mstep: Class 20 contains 16303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30797578.000000 Penalty: 38659.550781
Iteration 28Q: 19 clusters Score -3.079758e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 12423 members 
Mstep: Class 10 contains 10762 members 
Mstep: Class 11 contains 11924 members 
Mstep: Class 12 contains 82232 members 
Mstep: Class 14 contains 87367 members 
Mstep: Class 15 contains 120550 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 17 contains 7147 members 
Mstep: Class 18 contains 25757 members 
Mstep: Class 19 contains 27112 members 
Mstep: Class 20 contains 15340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30819070.000000 Penalty: 38659.550781
Iteration 29Q: 19 clusters Score -3.081907e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 16769 members 
Mstep: Class 7 contains 18389 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 12735 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 11998 members 
Mstep: Class 12 contains 82193 members 
Mstep: Class 14 contains 90029 members 
Mstep: Class 15 contains 122659 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 25133 members 
Mstep: Class 19 contains 26981 members 
Mstep: Class 20 contains 14169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30833868.000000 Penalty: 38659.550781
Iteration 30Q: 19 clusters Score -3.083387e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 17999 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 12957 members 
Mstep: Class 10 contains 10766 members 
Mstep: Class 11 contains 12048 members 
Mstep: Class 12 contains 82207 members 
Mstep: Class 14 contains 91298 members 
Mstep: Class 15 contains 124223 members 
Mstep: Class 16 contains 5786 members 
Mstep: Class 17 contains 7007 members 
Mstep: Class 18 contains 24543 members 
Mstep: Class 19 contains 26764 members 
Mstep: Class 20 contains 13294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30838444.000000 Penalty: 38659.550781
Iteration 31Q: 19 clusters Score -3.083844e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 16653 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 13087 members 
Mstep: Class 10 contains 10755 members 
Mstep: Class 11 contains 12090 members 
Mstep: Class 12 contains 82224 members 
Mstep: Class 14 contains 91733 members 
Mstep: Class 15 contains 125030 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 24058 members 
Mstep: Class 19 contains 26575 members 
Mstep: Class 20 contains 12787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30839614.000000 Penalty: 38659.550781
Iteration 32Q: 19 clusters Score -3.083961e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 16596 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 5271 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 10754 members 
Mstep: Class 11 contains 12116 members 
Mstep: Class 12 contains 82235 members 
Mstep: Class 14 contains 91882 members 
Mstep: Class 15 contains 125488 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 6865 members 
Mstep: Class 18 contains 23624 members 
Mstep: Class 19 contains 26418 members 
Mstep: Class 20 contains 12438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30840196.000000 Penalty: 38659.550781
Iteration 33Q: 19 clusters Score -3.08402e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 16545 members 
Mstep: Class 7 contains 17497 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 13235 members 
Mstep: Class 10 contains 10751 members 
Mstep: Class 11 contains 12130 members 
Mstep: Class 12 contains 82246 members 
Mstep: Class 14 contains 91883 members 
Mstep: Class 15 contains 125863 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 23241 members 
Mstep: Class 19 contains 26306 members 
Mstep: Class 20 contains 12161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30840708.000000 Penalty: 38659.550781
Iteration 34Q: 19 clusters Score -3.084071e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 9189 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 16498 members 
Mstep: Class 7 contains 17419 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 13275 members 
Mstep: Class 10 contains 10751 members 
Mstep: Class 11 contains 12142 members 
Mstep: Class 12 contains 82255 members 
Mstep: Class 14 contains 91819 members 
Mstep: Class 15 contains 126220 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 6687 members 
Mstep: Class 18 contains 22877 members 
Mstep: Class 19 contains 26233 members 
Mstep: Class 20 contains 11955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30841012.000000 Penalty: 38659.550781
Iteration 35Q: 19 clusters Score -3.084101e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 16457 members 
Mstep: Class 7 contains 17336 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 13313 members 
Mstep: Class 10 contains 10759 members 
Mstep: Class 11 contains 12152 members 
Mstep: Class 12 contains 82253 members 
Mstep: Class 14 contains 91752 members 
Mstep: Class 15 contains 126569 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6611 members 
Mstep: Class 18 contains 22535 members 
Mstep: Class 19 contains 26162 members 
Mstep: Class 20 contains 11778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30841330.000000 Penalty: 38659.550781
Iteration 36Q: 19 clusters Score -3.084133e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 9361 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 16426 members 
Mstep: Class 7 contains 17269 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 10753 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 82255 members 
Mstep: Class 14 contains 91646 members 
Mstep: Class 15 contains 126936 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 22184 members 
Mstep: Class 19 contains 26111 members 
Mstep: Class 20 contains 11662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30841696.000000 Penalty: 38659.550781
Iteration 37Q: 19 clusters Score -3.08417e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 9430 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 17206 members 
Mstep: Class 8 contains 5499 members 
Mstep: Class 9 contains 13403 members 
Mstep: Class 10 contains 10746 members 
Mstep: Class 11 contains 12163 members 
Mstep: Class 12 contains 82256 members 
Mstep: Class 14 contains 91536 members 
Mstep: Class 15 contains 127250 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 6499 members 
Mstep: Class 18 contains 21881 members 
Mstep: Class 19 contains 26055 members 
Mstep: Class 20 contains 11545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 19 clusters Score -3.084188e+07 nChanged 1366
Entering ConstructFrom: 
Score: -30841880.000000 Penalty: 38659.550781
Entering ConstructFrom: 
Trying to split cluster 1 (81519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Entering Unmasked Estep 
Score: -4907107.500000 Penalty: 1837.646118
	Iteration 0F: 2 clusters Score -4907108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4852655.000000 Penalty: 3675.292236
	Iteration 0F: 3 clusters Score -4852655 nChanged 38611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -4875213.000000 Penalty: 3675.292236
	Iteration 1F: 3 clusters Score -4875213 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4876317.000000 Penalty: 3675.292236
	Iteration 2Q: 3 clusters Score -4876317 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4878014.000000 Penalty: 3675.292236
	Iteration 3Q: 3 clusters Score -4878014 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4880673.000000 Penalty: 3675.292236
	Iteration 4F: 3 clusters Score -4880673 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4884335.000000 Penalty: 3675.292236
	Iteration 5F: 3 clusters Score -4884335 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -4888964.500000 Penalty: 3675.292236
	Iteration 6F: 3 clusters Score -4888964 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4893265.000000 Penalty: 3675.292236
	Iteration 7F: 3 clusters Score -4893265 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -4896412.500000 Penalty: 3675.292236
	Iteration 8F: 3 clusters Score -4896412 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4898291.000000 Penalty: 3675.292236
	Iteration 9Q: 3 clusters Score -4898291 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4899365.000000 Penalty: 3675.292236
	Iteration 10Q: 3 clusters Score -4899365 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4900111.500000 Penalty: 3675.292236
	Iteration 11Q: 3 clusters Score -4900112 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4900680.500000 Penalty: 3675.292236
	Iteration 12Q: 3 clusters Score -4900680 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4901200.000000 Penalty: 3675.292236
	Iteration 13Q: 3 clusters Score -4901200 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4901695.500000 Penalty: 3675.292236
	Iteration 14Q: 3 clusters Score -4901696 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4902155.000000 Penalty: 3675.292236
	Iteration 15Q: 3 clusters Score -4902155 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4902635.500000 Penalty: 3675.292236
	Iteration 16Q: 3 clusters Score -4902636 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4903000.000000 Penalty: 3675.292236
	Iteration 17Q: 3 clusters Score -4903000 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4903376.000000 Penalty: 3675.292236
	Iteration 18Q: 3 clusters Score -4903376 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4903745.500000 Penalty: 3675.292236
	Iteration 19Q: 3 clusters Score -4903746 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4904073.500000 Penalty: 3675.292236
	Iteration 20F: 3 clusters Score -4904074 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4904377.500000 Penalty: 3675.292236
	Iteration 21Q: 3 clusters Score -4904378 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4904636.000000 Penalty: 3675.292236
	Iteration 22Q: 3 clusters Score -4904636 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4904895.500000 Penalty: 3675.292236
	Iteration 23Q: 3 clusters Score -4904896 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4905093.500000 Penalty: 3675.292236
	Iteration 24Q: 3 clusters Score -4905094 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4905252.500000 Penalty: 3675.292236
	Iteration 25Q: 3 clusters Score -4905252 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4905354.000000 Penalty: 3675.292236
	Iteration 26Q: 3 clusters Score -4905354 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4905430.000000 Penalty: 3675.292236
	Iteration 27Q: 3 clusters Score -4905430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4905531.000000 Penalty: 3675.292236
	Iteration 28Q: 3 clusters Score -4905531 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4905587.500000 Penalty: 3675.292236
	Iteration 29Q: 3 clusters Score -4905588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4905648.000000 Penalty: 3675.292236
	Iteration 30Q: 3 clusters Score -4905648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4905678.500000 Penalty: 3675.292236
	Iteration 31Q: 3 clusters Score -4905678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4905700.500000 Penalty: 3675.292236
	Iteration 32Q: 3 clusters Score -4905700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4905708.500000 Penalty: 3675.292236
	Iteration 33Q: 3 clusters Score -4905708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4905717.000000 Penalty: 3675.292236
	Iteration 34Q: 3 clusters Score -4905717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4905726.500000 Penalty: 3675.292236
	Iteration 35Q: 3 clusters Score -4905726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4905732.000000 Penalty: 3675.292236
	Iteration 36Q: 3 clusters Score -4905732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4905741.500000 Penalty: 3675.292236
	Iteration 37Q: 3 clusters Score -4905742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4905744.500000 Penalty: 3675.292236
	Iteration 38Q: 3 clusters Score -4905744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4905750.000000 Penalty: 3675.292236
	Iteration 39Q: 3 clusters Score -4905750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4905753.000000 Penalty: 3675.292236
	Iteration 40F: 3 clusters Score -4905753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4905754.000000 Penalty: 3675.292236
	Iteration 41Q: 3 clusters Score -4905754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4905758.500000 Penalty: 3675.292236
	Iteration 42Q: 3 clusters Score -4905758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4905755.500000 Penalty: 3675.292236
	Iteration 43Q: 3 clusters Score -4905756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4905764.000000 Penalty: 3675.292236
	Iteration 44Q: 3 clusters Score -4905764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4905763.000000 Penalty: 3675.292236
	Iteration 45Q: 3 clusters Score -4905763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4905765.000000 Penalty: 3675.292236
	Iteration 46Q: 3 clusters Score -4905765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4905762.000000 Penalty: 3675.292236
	Iteration 47Q: 3 clusters Score -4905762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4905763.000000 Penalty: 3675.292236
	Iteration 48Q: 3 clusters Score -4905763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4905766.500000 Penalty: 3675.292236
	Iteration 49Q: 3 clusters Score -4905766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4905771.500000 Penalty: 3675.292236
	Iteration 50Q: 3 clusters Score -4905772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4905768.000000 Penalty: 3675.292236
	Iteration 51Q: 3 clusters Score -4905768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4905770.500000 Penalty: 3675.292236
	Iteration 52Q: 3 clusters Score -4905770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4905771.500000 Penalty: 3675.292236
	Iteration 53Q: 3 clusters Score -4905772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4905770.500000 Penalty: 3675.292236
	Iteration 54Q: 3 clusters Score -4905770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4905768.500000 Penalty: 3675.292236
	Iteration 55Q: 3 clusters Score -4905768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4905768.500000 Penalty: 3675.292236
	Iteration 56Q: 3 clusters Score -4905768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4905767.500000 Penalty: 3675.292236
	Iteration 57Q: 3 clusters Score -4905768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4905767.500000 Penalty: 3675.292236
	Iteration 58F: 3 clusters Score -4905768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -135429.015625 Penalty: 1310.809814
	Iteration 0F: 2 clusters Score -135429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -132668.734375 Penalty: 2621.619629
	Iteration 0F: 3 clusters Score -132668.7 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -133927.421875 Penalty: 2621.619629
	Iteration 1F: 3 clusters Score -133927.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -134523.296875 Penalty: 2621.619629
	Iteration 2F: 3 clusters Score -134523.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -134991.484375 Penalty: 2621.619629
	Iteration 3F: 3 clusters Score -134991.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -135254.359375 Penalty: 2621.619629
	Iteration 4F: 3 clusters Score -135254.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -135434.015625 Penalty: 2621.619629
	Iteration 5F: 3 clusters Score -135434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -135560.359375 Penalty: 2621.619629
	Iteration 6Q: 3 clusters Score -135560.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -135642.875000 Penalty: 2621.619629
	Iteration 7Q: 3 clusters Score -135642.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -135695.734375 Penalty: 2621.619629
	Iteration 8Q: 3 clusters Score -135695.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -135728.656250 Penalty: 2621.619629
	Iteration 9Q: 3 clusters Score -135728.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -135749.578125 Penalty: 2621.619629
	Iteration 10Q: 3 clusters Score -135749.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -135763.343750 Penalty: 2621.619629
	Iteration 11Q: 3 clusters Score -135763.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -135775.531250 Penalty: 2621.619629
	Iteration 12Q: 3 clusters Score -135775.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -135786.484375 Penalty: 2621.619629
	Iteration 13Q: 3 clusters Score -135786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -135795.484375 Penalty: 2621.619629
	Iteration 14Q: 3 clusters Score -135795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -135805.187500 Penalty: 2621.619629
	Iteration 15Q: 3 clusters Score -135805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -135808.421875 Penalty: 2621.619629
	Iteration 16Q: 3 clusters Score -135808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -135812.062500 Penalty: 2621.619629
	Iteration 17Q: 3 clusters Score -135812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -135814.687500 Penalty: 2621.619629
	Iteration 18Q: 3 clusters Score -135814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -135818.187500 Penalty: 2621.619629
	Iteration 19Q: 3 clusters Score -135818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -135825.281250 Penalty: 2621.619629
	Iteration 20F: 3 clusters Score -135825.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -135829.234375 Penalty: 2621.619629
	Iteration 21Q: 3 clusters Score -135829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -135830.296875 Penalty: 2621.619629
	Iteration 22Q: 3 clusters Score -135830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -135831.812500 Penalty: 2621.619629
	Iteration 23Q: 3 clusters Score -135831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -135833.234375 Penalty: 2621.619629
	Iteration 24Q: 3 clusters Score -135833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -135833.843750 Penalty: 2621.619629
	Iteration 25Q: 3 clusters Score -135833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -135834.640625 Penalty: 2621.619629
	Iteration 26Q: 3 clusters Score -135834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -135834.875000 Penalty: 2621.619629
	Iteration 27Q: 3 clusters Score -135834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -135836.375000 Penalty: 2621.619629
	Iteration 28Q: 3 clusters Score -135836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -135836.546875 Penalty: 2621.619629
	Iteration 29Q: 3 clusters Score -135836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -135836.562500 Penalty: 2621.619629
	Iteration 30Q: 3 clusters Score -135836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -135836.562500 Penalty: 2621.619629
	Iteration 31F: 3 clusters Score -135836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 9490 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Entering Unmasked Estep 
Score: -30841482.000000 Penalty: 40807.304688
Splitting cluster 2 changes total score from -30841880.000000 to -30841482.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -473674.218750 Penalty: 1488.174072
	Iteration 0F: 2 clusters Score -473674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -466864.031250 Penalty: 2976.348145
	Iteration 0F: 3 clusters Score -466864 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -470002.875000 Penalty: 2976.348145
	Iteration 1F: 3 clusters Score -470002.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -471606.625000 Penalty: 2976.348145
	Iteration 2F: 3 clusters Score -471606.6 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -473228.218750 Penalty: 2976.348145
	Iteration 3F: 3 clusters Score -473228.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -474385.187500 Penalty: 2976.348145
	Iteration 4F: 3 clusters Score -474385.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -475290.031250 Penalty: 2976.348145
	Iteration 5F: 3 clusters Score -475290 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -475935.031250 Penalty: 2976.348145
	Iteration 6F: 3 clusters Score -475935 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -476404.500000 Penalty: 2976.348145
	Iteration 7Q: 3 clusters Score -476404.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -476755.343750 Penalty: 2976.348145
	Iteration 8Q: 3 clusters Score -476755.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -477192.218750 Penalty: 2976.348145
	Iteration 9Q: 3 clusters Score -477192.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -477666.906250 Penalty: 2976.348145
	Iteration 10Q: 3 clusters Score -477666.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -477824.562500 Penalty: 2976.348145
	Iteration 11Q: 3 clusters Score -477824.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -477926.437500 Penalty: 2976.348145
	Iteration 12Q: 3 clusters Score -477926.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -478040.500000 Penalty: 2976.348145
	Iteration 13Q: 3 clusters Score -478040.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -478117.968750 Penalty: 2976.348145
	Iteration 14Q: 3 clusters Score -478118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -478130.031250 Penalty: 2976.348145
	Iteration 15Q: 3 clusters Score -478130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -478131.218750 Penalty: 2976.348145
	Iteration 16Q: 3 clusters Score -478131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -478131.218750 Penalty: 2976.348145
	Iteration 17F: 3 clusters Score -478131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Entering Unmasked Estep 
Score: -30845586.000000 Penalty: 40807.304688
Splitting cluster 3 changes total score from -30841880.000000 to -30845586.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -437442.062500 Penalty: 1449.367676
	Iteration 0F: 2 clusters Score -437442.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -431987.687500 Penalty: 2898.735352
	Iteration 0F: 3 clusters Score -431987.7 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -433932.812500 Penalty: 2898.735352
	Iteration 1F: 3 clusters Score -433932.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -435073.062500 Penalty: 2898.735352
	Iteration 2F: 3 clusters Score -435073.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -436316.812500 Penalty: 2898.735352
	Iteration 3F: 3 clusters Score -436316.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -437238.718750 Penalty: 2898.735352
	Iteration 4F: 3 clusters Score -437238.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -437815.000000 Penalty: 2898.735352
	Iteration 5F: 3 clusters Score -437815 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -438147.031250 Penalty: 2898.735352
	Iteration 6F: 3 clusters Score -438147 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -438296.656250 Penalty: 2898.735352
	Iteration 7Q: 3 clusters Score -438296.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -438390.000000 Penalty: 2898.735352
	Iteration 8Q: 3 clusters Score -438390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -438452.375000 Penalty: 2898.735352
	Iteration 9Q: 3 clusters Score -438452.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -438501.593750 Penalty: 2898.735352
	Iteration 10Q: 3 clusters Score -438501.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -438526.218750 Penalty: 2898.735352
	Iteration 11Q: 3 clusters Score -438526.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -438552.343750 Penalty: 2898.735352
	Iteration 12Q: 3 clusters Score -438552.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -438582.343750 Penalty: 2898.735352
	Iteration 13Q: 3 clusters Score -438582.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -438612.281250 Penalty: 2898.735352
	Iteration 14Q: 3 clusters Score -438612.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -438629.937500 Penalty: 2898.735352
	Iteration 15Q: 3 clusters Score -438629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -438642.062500 Penalty: 2898.735352
	Iteration 16Q: 3 clusters Score -438642.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -438655.312500 Penalty: 2898.735352
	Iteration 17Q: 3 clusters Score -438655.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -438671.093750 Penalty: 2898.735352
	Iteration 18Q: 3 clusters Score -438671.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -438694.062500 Penalty: 2898.735352
	Iteration 19Q: 3 clusters Score -438694.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -438730.406250 Penalty: 2898.735352
	Iteration 20F: 3 clusters Score -438730.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -438781.562500 Penalty: 2898.735352
	Iteration 21Q: 3 clusters Score -438781.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -438813.781250 Penalty: 2898.735352
	Iteration 22Q: 3 clusters Score -438813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -438832.656250 Penalty: 2898.735352
	Iteration 23Q: 3 clusters Score -438832.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -438842.812500 Penalty: 2898.735352
	Iteration 24Q: 3 clusters Score -438842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -438844.125000 Penalty: 2898.735352
	Iteration 25Q: 3 clusters Score -438844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -438845.156250 Penalty: 2898.735352
	Iteration 26Q: 3 clusters Score -438845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -438846.656250 Penalty: 2898.735352
	Iteration 27Q: 3 clusters Score -438846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -438848.406250 Penalty: 2898.735352
	Iteration 28Q: 3 clusters Score -438848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -438848.406250 Penalty: 2898.735352
	Iteration 29F: 3 clusters Score -438848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 16357 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Entering Unmasked Estep 
Score: -30846332.000000 Penalty: 42955.058594
Splitting cluster 5 changes total score from -30841880.000000 to -30846332.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (16357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Entering Unmasked Estep 
Score: -903932.750000 Penalty: 1576.641846
	Iteration 0F: 2 clusters Score -903932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -892861.625000 Penalty: 3153.283691
	Iteration 0F: 3 clusters Score -892861.6 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -898324.750000 Penalty: 3153.283691
	Iteration 1F: 3 clusters Score -898324.8 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -901419.562500 Penalty: 3153.283691
	Iteration 2F: 3 clusters Score -901419.6 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -904891.500000 Penalty: 3153.283691
	Iteration 3F: 3 clusters Score -904891.5 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -906933.625000 Penalty: 3153.283691
	Iteration 4F: 3 clusters Score -906933.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -907658.562500 Penalty: 3153.283691
	Iteration 5Q: 3 clusters Score -907658.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -907914.250000 Penalty: 3153.283691
	Iteration 6Q: 3 clusters Score -907914.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -908040.187500 Penalty: 3153.283691
	Iteration 7Q: 3 clusters Score -908040.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -908168.062500 Penalty: 3153.283691
	Iteration 8Q: 3 clusters Score -908168.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -908294.687500 Penalty: 3153.283691
	Iteration 9Q: 3 clusters Score -908294.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -908380.187500 Penalty: 3153.283691
	Iteration 10Q: 3 clusters Score -908380.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -908421.750000 Penalty: 3153.283691
	Iteration 11Q: 3 clusters Score -908421.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -908440.000000 Penalty: 3153.283691
	Iteration 12Q: 3 clusters Score -908440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -908451.250000 Penalty: 3153.283691
	Iteration 13Q: 3 clusters Score -908451.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -908458.062500 Penalty: 3153.283691
	Iteration 14Q: 3 clusters Score -908458.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -908460.312500 Penalty: 3153.283691
	Iteration 15Q: 3 clusters Score -908460.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -908462.062500 Penalty: 3153.283691
	Iteration 16Q: 3 clusters Score -908462.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -908463.062500 Penalty: 3153.283691
	Iteration 17Q: 3 clusters Score -908463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -908464.875000 Penalty: 3153.283691
	Iteration 18Q: 3 clusters Score -908464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -908466.437500 Penalty: 3153.283691
	Iteration 19Q: 3 clusters Score -908466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -908465.875000 Penalty: 3153.283691
	Iteration 20F: 3 clusters Score -908465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -908465.500000 Penalty: 3153.283691
	Iteration 21Q: 3 clusters Score -908465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -908463.750000 Penalty: 3153.283691
	Iteration 22Q: 3 clusters Score -908463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -908463.750000 Penalty: 3153.283691
	Iteration 23F: 3 clusters Score -908463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Entering Unmasked Estep 
Score: -30850398.000000 Penalty: 45102.812500
Splitting cluster 6 changes total score from -30841880.000000 to -30850398.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (17135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Entering Unmasked Estep 
Score: -856925.625000 Penalty: 1584.192749
	Iteration 0F: 2 clusters Score -856925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -845227.750000 Penalty: 3168.385498
	Iteration 0F: 3 clusters Score -845227.8 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -851231.812500 Penalty: 3168.385498
	Iteration 1F: 3 clusters Score -851231.8 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -853172.250000 Penalty: 3168.385498
	Iteration 2F: 3 clusters Score -853172.2 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -854582.812500 Penalty: 3168.385498
	Iteration 3F: 3 clusters Score -854582.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -855399.250000 Penalty: 3168.385498
	Iteration 4F: 3 clusters Score -855399.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -855929.625000 Penalty: 3168.385498
	Iteration 5F: 3 clusters Score -855929.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -856242.375000 Penalty: 3168.385498
	Iteration 6Q: 3 clusters Score -856242.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -856486.937500 Penalty: 3168.385498
	Iteration 7Q: 3 clusters Score -856486.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -856701.000000 Penalty: 3168.385498
	Iteration 8Q: 3 clusters Score -856701 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -856917.625000 Penalty: 3168.385498
	Iteration 9Q: 3 clusters Score -856917.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -857127.312500 Penalty: 3168.385498
	Iteration 10Q: 3 clusters Score -857127.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -857324.437500 Penalty: 3168.385498
	Iteration 11Q: 3 clusters Score -857324.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -857505.937500 Penalty: 3168.385498
	Iteration 12Q: 3 clusters Score -857505.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -857650.250000 Penalty: 3168.385498
	Iteration 13Q: 3 clusters Score -857650.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -857745.937500 Penalty: 3168.385498
	Iteration 14Q: 3 clusters Score -857745.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -857798.687500 Penalty: 3168.385498
	Iteration 15Q: 3 clusters Score -857798.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -857837.437500 Penalty: 3168.385498
	Iteration 16Q: 3 clusters Score -857837.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -857869.062500 Penalty: 3168.385498
	Iteration 17Q: 3 clusters Score -857869.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -857883.500000 Penalty: 3168.385498
	Iteration 18Q: 3 clusters Score -857883.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -857891.187500 Penalty: 3168.385498
	Iteration 19Q: 3 clusters Score -857891.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -857900.000000 Penalty: 3168.385498
	Iteration 20F: 3 clusters Score -857900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -857908.062500 Penalty: 3168.385498
	Iteration 21Q: 3 clusters Score -857908.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -857913.250000 Penalty: 3168.385498
	Iteration 22Q: 3 clusters Score -857913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -857917.187500 Penalty: 3168.385498
	Iteration 23Q: 3 clusters Score -857917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -857916.750000 Penalty: 3168.385498
	Iteration 24Q: 3 clusters Score -857916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -857920.562500 Penalty: 3168.385498
	Iteration 25Q: 3 clusters Score -857920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -857922.000000 Penalty: 3168.385498
	Iteration 26Q: 3 clusters Score -857922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -857924.937500 Penalty: 3168.385498
	Iteration 27Q: 3 clusters Score -857924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -857924.937500 Penalty: 3168.385498
	Iteration 28Q: 3 clusters Score -857924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -857925.750000 Penalty: 3168.385498
	Iteration 29Q: 3 clusters Score -857925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -857926.000000 Penalty: 3168.385498
	Iteration 30Q: 3 clusters Score -857926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -857926.000000 Penalty: 3168.385498
	Iteration 31F: 3 clusters Score -857926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Entering Unmasked Estep 
Score: -30850890.000000 Penalty: 47250.562500
Splitting cluster 7 changes total score from -30841880.000000 to -30850890.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -291917.968750 Penalty: 1400.474487
	Iteration 0F: 2 clusters Score -291918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -287605.406250 Penalty: 2800.948975
	Iteration 0F: 3 clusters Score -287605.4 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -288852.468750 Penalty: 2800.948975
	Iteration 1F: 3 clusters Score -288852.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -289104.031250 Penalty: 2800.948975
	Iteration 2F: 3 clusters Score -289104 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -289346.687500 Penalty: 2800.948975
	Iteration 3F: 3 clusters Score -289346.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -289702.000000 Penalty: 2800.948975
	Iteration 4F: 3 clusters Score -289702 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -290113.500000 Penalty: 2800.948975
	Iteration 5F: 3 clusters Score -290113.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -290409.437500 Penalty: 2800.948975
	Iteration 6F: 3 clusters Score -290409.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -290615.875000 Penalty: 2800.948975
	Iteration 7F: 3 clusters Score -290615.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -290752.906250 Penalty: 2800.948975
	Iteration 8Q: 3 clusters Score -290752.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -290866.312500 Penalty: 2800.948975
	Iteration 9Q: 3 clusters Score -290866.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -290960.187500 Penalty: 2800.948975
	Iteration 10Q: 3 clusters Score -290960.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -291048.062500 Penalty: 2800.948975
	Iteration 11Q: 3 clusters Score -291048.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -291150.625000 Penalty: 2800.948975
	Iteration 12Q: 3 clusters Score -291150.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -291260.437500 Penalty: 2800.948975
	Iteration 13Q: 3 clusters Score -291260.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -291356.625000 Penalty: 2800.948975
	Iteration 14Q: 3 clusters Score -291356.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -291416.093750 Penalty: 2800.948975
	Iteration 15Q: 3 clusters Score -291416.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -291451.812500 Penalty: 2800.948975
	Iteration 16Q: 3 clusters Score -291451.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -291476.437500 Penalty: 2800.948975
	Iteration 17Q: 3 clusters Score -291476.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -291491.406250 Penalty: 2800.948975
	Iteration 18Q: 3 clusters Score -291491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -291505.062500 Penalty: 2800.948975
	Iteration 19Q: 3 clusters Score -291505.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -291515.500000 Penalty: 2800.948975
	Iteration 20F: 3 clusters Score -291515.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -291527.187500 Penalty: 2800.948975
	Iteration 21Q: 3 clusters Score -291527.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -291540.625000 Penalty: 2800.948975
	Iteration 22Q: 3 clusters Score -291540.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -291552.250000 Penalty: 2800.948975
	Iteration 23Q: 3 clusters Score -291552.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -291562.218750 Penalty: 2800.948975
	Iteration 24Q: 3 clusters Score -291562.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -291570.031250 Penalty: 2800.948975
	Iteration 25Q: 3 clusters Score -291570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -291581.937500 Penalty: 2800.948975
	Iteration 26Q: 3 clusters Score -291581.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -291594.718750 Penalty: 2800.948975
	Iteration 27Q: 3 clusters Score -291594.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -291610.875000 Penalty: 2800.948975
	Iteration 28Q: 3 clusters Score -291610.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -291630.156250 Penalty: 2800.948975
	Iteration 29Q: 3 clusters Score -291630.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -291648.625000 Penalty: 2800.948975
	Iteration 30Q: 3 clusters Score -291648.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -291674.781250 Penalty: 2800.948975
	Iteration 31Q: 3 clusters Score -291674.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -291711.656250 Penalty: 2800.948975
	Iteration 32Q: 3 clusters Score -291711.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -291792.937500 Penalty: 2800.948975
	Iteration 33Q: 3 clusters Score -291792.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -291906.781250 Penalty: 2800.948975
	Iteration 34Q: 3 clusters Score -291906.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -292013.437500 Penalty: 2800.948975
	Iteration 35Q: 3 clusters Score -292013.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -292096.125000 Penalty: 2800.948975
	Iteration 36Q: 3 clusters Score -292096.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292149.156250 Penalty: 2800.948975
	Iteration 37Q: 3 clusters Score -292149.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -292169.812500 Penalty: 2800.948975
	Iteration 38Q: 3 clusters Score -292169.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -292176.406250 Penalty: 2800.948975
	Iteration 39Q: 3 clusters Score -292176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -292178.968750 Penalty: 2800.948975
	Iteration 40F: 3 clusters Score -292179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -292182.406250 Penalty: 2800.948975
	Iteration 41Q: 3 clusters Score -292182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -292184.187500 Penalty: 2800.948975
	Iteration 42Q: 3 clusters Score -292184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292185.375000 Penalty: 2800.948975
	Iteration 43Q: 3 clusters Score -292185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -292185.000000 Penalty: 2800.948975
	Iteration 44Q: 3 clusters Score -292185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292186.343750 Penalty: 2800.948975
	Iteration 45Q: 3 clusters Score -292186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292186.343750 Penalty: 2800.948975
	Iteration 46F: 3 clusters Score -292186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Entering Unmasked Estep 
Score: -30850400.000000 Penalty: 49398.316406
Splitting cluster 8 changes total score from -30841880.000000 to -30850400.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (13436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Entering Unmasked Estep 
Score: -766701.812500 Penalty: 1544.675171
	Iteration 0F: 2 clusters Score -766701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -757372.375000 Penalty: 3089.350342
	Iteration 0F: 3 clusters Score -757372.4 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -760880.625000 Penalty: 3089.350342
	Iteration 1F: 3 clusters Score -760880.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -761748.187500 Penalty: 3089.350342
	Iteration 2F: 3 clusters Score -761748.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -762538.062500 Penalty: 3089.350342
	Iteration 3F: 3 clusters Score -762538.1 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -763354.625000 Penalty: 3089.350342
	Iteration 4F: 3 clusters Score -763354.6 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -764207.812500 Penalty: 3089.350342
	Iteration 5F: 3 clusters Score -764207.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -765062.375000 Penalty: 3089.350342
	Iteration 6F: 3 clusters Score -765062.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -765965.187500 Penalty: 3089.350342
	Iteration 7F: 3 clusters Score -765965.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -766800.812500 Penalty: 3089.350342
	Iteration 8F: 3 clusters Score -766800.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -767426.312500 Penalty: 3089.350342
	Iteration 9Q: 3 clusters Score -767426.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -767848.812500 Penalty: 3089.350342
	Iteration 10Q: 3 clusters Score -767848.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -768030.250000 Penalty: 3089.350342
	Iteration 11Q: 3 clusters Score -768030.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -768133.312500 Penalty: 3089.350342
	Iteration 12Q: 3 clusters Score -768133.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -768200.437500 Penalty: 3089.350342
	Iteration 13Q: 3 clusters Score -768200.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -768242.000000 Penalty: 3089.350342
	Iteration 14Q: 3 clusters Score -768242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -768263.062500 Penalty: 3089.350342
	Iteration 15Q: 3 clusters Score -768263.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -768282.687500 Penalty: 3089.350342
	Iteration 16Q: 3 clusters Score -768282.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -768290.250000 Penalty: 3089.350342
	Iteration 17Q: 3 clusters Score -768290.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -768299.062500 Penalty: 3089.350342
	Iteration 18Q: 3 clusters Score -768299.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -768302.687500 Penalty: 3089.350342
	Iteration 19Q: 3 clusters Score -768302.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -768307.687500 Penalty: 3089.350342
	Iteration 20F: 3 clusters Score -768307.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -768308.687500 Penalty: 3089.350342
	Iteration 21Q: 3 clusters Score -768308.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -768311.312500 Penalty: 3089.350342
	Iteration 22Q: 3 clusters Score -768311.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -768315.000000 Penalty: 3089.350342
	Iteration 23Q: 3 clusters Score -768315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -768314.562500 Penalty: 3089.350342
	Iteration 24Q: 3 clusters Score -768314.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -768316.000000 Penalty: 3089.350342
	Iteration 25Q: 3 clusters Score -768316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -768318.812500 Penalty: 3089.350342
	Iteration 26Q: 3 clusters Score -768318.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -768321.750000 Penalty: 3089.350342
	Iteration 27Q: 3 clusters Score -768321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -768322.312500 Penalty: 3089.350342
	Iteration 28Q: 3 clusters Score -768322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -768322.937500 Penalty: 3089.350342
	Iteration 29Q: 3 clusters Score -768322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -768323.562500 Penalty: 3089.350342
	Iteration 30Q: 3 clusters Score -768323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -768323.562500 Penalty: 3089.350342
	Iteration 31Q: 3 clusters Score -768323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -768323.562500 Penalty: 3089.350342
	Iteration 32F: 3 clusters Score -768323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Entering Unmasked Estep 
Score: -30851392.000000 Penalty: 51546.070312
Splitting cluster 9 changes total score from -30841880.000000 to -30851392.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -588604.812500 Penalty: 1508.341675
	Iteration 0F: 2 clusters Score -588604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -580993.250000 Penalty: 3016.683350
	Iteration 0F: 3 clusters Score -580993.2 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -584309.125000 Penalty: 3016.683350
	Iteration 1F: 3 clusters Score -584309.1 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -585753.875000 Penalty: 3016.683350
	Iteration 2F: 3 clusters Score -585753.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -587312.250000 Penalty: 3016.683350
	Iteration 3F: 3 clusters Score -587312.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -588609.437500 Penalty: 3016.683350
	Iteration 4F: 3 clusters Score -588609.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -589552.812500 Penalty: 3016.683350
	Iteration 5F: 3 clusters Score -589552.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -590498.000000 Penalty: 3016.683350
	Iteration 6F: 3 clusters Score -590498 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -592053.187500 Penalty: 3016.683350
	Iteration 7F: 3 clusters Score -592053.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -594170.312500 Penalty: 3016.683350
	Iteration 8F: 3 clusters Score -594170.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -595552.687500 Penalty: 3016.683350
	Iteration 9F: 3 clusters Score -595552.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -596397.687500 Penalty: 3016.683350
	Iteration 10Q: 3 clusters Score -596397.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -596839.312500 Penalty: 3016.683350
	Iteration 11Q: 3 clusters Score -596839.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -596894.500000 Penalty: 3016.683350
	Iteration 12Q: 3 clusters Score -596894.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -596901.125000 Penalty: 3016.683350
	Iteration 13Q: 3 clusters Score -596901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -596904.062500 Penalty: 3016.683350
	Iteration 14Q: 3 clusters Score -596904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -596903.625000 Penalty: 3016.683350
	Iteration 15Q: 3 clusters Score -596903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -596903.812500 Penalty: 3016.683350
	Iteration 16Q: 3 clusters Score -596903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -596903.812500 Penalty: 3016.683350
	Iteration 17F: 3 clusters Score -596903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 91411 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Entering Unmasked Estep 
Score: -30859100.000000 Penalty: 53693.824219
Splitting cluster 10 changes total score from -30841880.000000 to -30859100.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -723036.625000 Penalty: 1528.553467
	Iteration 0F: 2 clusters Score -723036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -714558.500000 Penalty: 3057.106934
	Iteration 0F: 3 clusters Score -714558.5 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -717420.500000 Penalty: 3057.106934
	Iteration 1F: 3 clusters Score -717420.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -717858.687500 Penalty: 3057.106934
	Iteration 2F: 3 clusters Score -717858.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -718467.375000 Penalty: 3057.106934
	Iteration 3F: 3 clusters Score -718467.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -719303.437500 Penalty: 3057.106934
	Iteration 4F: 3 clusters Score -719303.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -720179.812500 Penalty: 3057.106934
	Iteration 5F: 3 clusters Score -720179.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -720977.125000 Penalty: 3057.106934
	Iteration 6F: 3 clusters Score -720977.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -721464.062500 Penalty: 3057.106934
	Iteration 7F: 3 clusters Score -721464.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -721712.750000 Penalty: 3057.106934
	Iteration 8Q: 3 clusters Score -721712.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -721811.062500 Penalty: 3057.106934
	Iteration 9Q: 3 clusters Score -721811.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -721848.625000 Penalty: 3057.106934
	Iteration 10Q: 3 clusters Score -721848.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -721874.062500 Penalty: 3057.106934
	Iteration 11Q: 3 clusters Score -721874.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -721885.125000 Penalty: 3057.106934
	Iteration 12Q: 3 clusters Score -721885.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -721891.875000 Penalty: 3057.106934
	Iteration 13Q: 3 clusters Score -721891.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -721898.062500 Penalty: 3057.106934
	Iteration 14Q: 3 clusters Score -721898.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -721904.625000 Penalty: 3057.106934
	Iteration 15Q: 3 clusters Score -721904.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -721910.250000 Penalty: 3057.106934
	Iteration 16Q: 3 clusters Score -721910.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -721916.187500 Penalty: 3057.106934
	Iteration 17Q: 3 clusters Score -721916.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -721919.000000 Penalty: 3057.106934
	Iteration 18Q: 3 clusters Score -721919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -721922.375000 Penalty: 3057.106934
	Iteration 19Q: 3 clusters Score -721922.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -721924.375000 Penalty: 3057.106934
	Iteration 20F: 3 clusters Score -721924.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -721931.000000 Penalty: 3057.106934
	Iteration 21Q: 3 clusters Score -721931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -721933.812500 Penalty: 3057.106934
	Iteration 22Q: 3 clusters Score -721933.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -721936.687500 Penalty: 3057.106934
	Iteration 23Q: 3 clusters Score -721936.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -721940.125000 Penalty: 3057.106934
	Iteration 24Q: 3 clusters Score -721940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -721939.437500 Penalty: 3057.106934
	Iteration 25Q: 3 clusters Score -721939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -721939.687500 Penalty: 3057.106934
	Iteration 26Q: 3 clusters Score -721939.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -721941.062500 Penalty: 3057.106934
	Iteration 27Q: 3 clusters Score -721941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -721942.062500 Penalty: 3057.106934
	Iteration 28Q: 3 clusters Score -721942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -721943.312500 Penalty: 3057.106934
	Iteration 29Q: 3 clusters Score -721943.3 nChanged 7
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: -721944.312500 Penalty: 3057.106934
	Iteration 30Q: 3 clusters Score -721944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -721942.750000 Penalty: 3057.106934
	Iteration 31Q: 3 clusters Score -721942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -721945.062500 Penalty: 3057.106934
	Iteration 32Q: 3 clusters Score -721945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -721943.125000 Penalty: 3057.106934
	Iteration 33Q: 3 clusters Score -721943.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -721946.125000 Penalty: 3057.106934
	Iteration 34Q: 3 clusters Score -721946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -721947.687500 Penalty: 3057.106934
	Iteration 35Q: 3 clusters Score -721947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -721948.250000 Penalty: 3057.106934
	Iteration 36Q: 3 clusters Score -721948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -721946.625000 Penalty: 3057.106934
	Iteration 37Q: 3 clusters Score -721946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -721947.875000 Penalty: 3057.106934
	Iteration 38Q: 3 clusters Score -721947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -721947.687500 Penalty: 3057.106934
	Iteration 39Q: 3 clusters Score -721947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -721949.562500 Penalty: 3057.106934
	Iteration 40F: 3 clusters Score -721949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -721948.250000 Penalty: 3057.106934
	Iteration 41Q: 3 clusters Score -721948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -721948.562500 Penalty: 3057.106934
	Iteration 42Q: 3 clusters Score -721948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -721950.500000 Penalty: 3057.106934
	Iteration 43Q: 3 clusters Score -721950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -721950.375000 Penalty: 3057.106934
	Iteration 44Q: 3 clusters Score -721950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -721949.500000 Penalty: 3057.106934
	Iteration 45Q: 3 clusters Score -721949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -721950.187500 Penalty: 3057.106934
	Iteration 46Q: 3 clusters Score -721950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -721950.312500 Penalty: 3057.106934
	Iteration 47Q: 3 clusters Score -721950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -721949.937500 Penalty: 3057.106934
	Iteration 48Q: 3 clusters Score -721949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -721950.750000 Penalty: 3057.106934
	Iteration 49Q: 3 clusters Score -721950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -721951.250000 Penalty: 3057.106934
	Iteration 50Q: 3 clusters Score -721951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -721952.062500 Penalty: 3057.106934
	Iteration 51Q: 3 clusters Score -721952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -721951.250000 Penalty: 3057.106934
	Iteration 52Q: 3 clusters Score -721951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -721952.437500 Penalty: 3057.106934
	Iteration 53Q: 3 clusters Score -721952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -721953.500000 Penalty: 3057.106934
	Iteration 54Q: 3 clusters Score -721953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -721954.250000 Penalty: 3057.106934
	Iteration 55Q: 3 clusters Score -721954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -721955.187500 Penalty: 3057.106934
	Iteration 56Q: 3 clusters Score -721955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -721956.875000 Penalty: 3057.106934
	Iteration 57Q: 3 clusters Score -721956.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -721958.562500 Penalty: 3057.106934
	Iteration 58Q: 3 clusters Score -721958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -721958.187500 Penalty: 3057.106934
	Iteration 59Q: 3 clusters Score -721958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -721959.000000 Penalty: 3057.106934
	Iteration 60F: 3 clusters Score -721959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -721958.187500 Penalty: 3057.106934
	Iteration 61Q: 3 clusters Score -721958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -721959.312500 Penalty: 3057.106934
	Iteration 62Q: 3 clusters Score -721959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -721959.187500 Penalty: 3057.106934
	Iteration 63Q: 3 clusters Score -721959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -721962.250000 Penalty: 3057.106934
	Iteration 64Q: 3 clusters Score -721962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -721961.500000 Penalty: 3057.106934
	Iteration 65Q: 3 clusters Score -721961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -721961.937500 Penalty: 3057.106934
	Iteration 66Q: 3 clusters Score -721961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -721962.687500 Penalty: 3057.106934
	Iteration 67Q: 3 clusters Score -721962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -721963.250000 Penalty: 3057.106934
	Iteration 68Q: 3 clusters Score -721963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -721964.000000 Penalty: 3057.106934
	Iteration 69Q: 3 clusters Score -721964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -721965.687500 Penalty: 3057.106934
	Iteration 70Q: 3 clusters Score -721965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -721964.750000 Penalty: 3057.106934
	Iteration 71Q: 3 clusters Score -721964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -721966.000000 Penalty: 3057.106934
	Iteration 72Q: 3 clusters Score -721966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -721965.937500 Penalty: 3057.106934
	Iteration 73Q: 3 clusters Score -721965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -721966.250000 Penalty: 3057.106934
	Iteration 74Q: 3 clusters Score -721966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -721967.125000 Penalty: 3057.106934
	Iteration 75Q: 3 clusters Score -721967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -721968.375000 Penalty: 3057.106934
	Iteration 76Q: 3 clusters Score -721968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -721967.437500 Penalty: 3057.106934
	Iteration 77Q: 3 clusters Score -721967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -721965.437500 Penalty: 3057.106934
	Iteration 78Q: 3 clusters Score -721965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -721967.500000 Penalty: 3057.106934
	Iteration 79Q: 3 clusters Score -721967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -721967.500000 Penalty: 3057.106934
	Iteration 80F: 3 clusters Score -721967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -721967.625000 Penalty: 3057.106934
	Iteration 81Q: 3 clusters Score -721967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -721967.937500 Penalty: 3057.106934
	Iteration 82Q: 3 clusters Score -721967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -721968.937500 Penalty: 3057.106934
	Iteration 83Q: 3 clusters Score -721968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -721968.937500 Penalty: 3057.106934
	Iteration 84F: 3 clusters Score -721968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Entering Unmasked Estep 
Score: -4863088.500000 Penalty: 1839.100708
	Iteration 0F: 2 clusters Score -4863088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -4808483.000000 Penalty: 3678.201416
	Iteration 0F: 3 clusters Score -4808483 nChanged 39070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4830917.000000 Penalty: 3678.201416
	Iteration 1F: 3 clusters Score -4830917 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -4831547.500000 Penalty: 3678.201416
	Iteration 2Q: 3 clusters Score -4831548 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -4832258.000000 Penalty: 3678.201416
	Iteration 3Q: 3 clusters Score -4832258 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4833187.000000 Penalty: 3678.201416
	Iteration 4Q: 3 clusters Score -4833187 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4834746.500000 Penalty: 3678.201416
	Iteration 5Q: 3 clusters Score -4834746 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4837388.000000 Penalty: 3678.201416
	Iteration 6F: 3 clusters Score -4837388 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4841323.000000 Penalty: 3678.201416
	Iteration 7F: 3 clusters Score -4841323 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4846248.500000 Penalty: 3678.201416
	Iteration 8F: 3 clusters Score -4846248 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4851277.500000 Penalty: 3678.201416
	Iteration 9F: 3 clusters Score -4851278 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4855366.000000 Penalty: 3678.201416
	Iteration 10F: 3 clusters Score -4855366 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4858165.500000 Penalty: 3678.201416
	Iteration 11Q: 3 clusters Score -4858166 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4859799.000000 Penalty: 3678.201416
	Iteration 12Q: 3 clusters Score -4859799 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4860651.500000 Penalty: 3678.201416
	Iteration 13Q: 3 clusters Score -4860652 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4861058.000000 Penalty: 3678.201416
	Iteration 14Q: 3 clusters Score -4861058 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4861247.000000 Penalty: 3678.201416
	Iteration 15Q: 3 clusters Score -4861247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4861362.500000 Penalty: 3678.201416
	Iteration 16Q: 3 clusters Score -4861362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4861429.500000 Penalty: 3678.201416
	Iteration 17Q: 3 clusters Score -4861430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4861484.500000 Penalty: 3678.201416
	Iteration 18Q: 3 clusters Score -4861484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4861521.000000 Penalty: 3678.201416
	Iteration 19Q: 3 clusters Score -4861521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4861542.500000 Penalty: 3678.201416
	Iteration 20F: 3 clusters Score -4861542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4861552.500000 Penalty: 3678.201416
	Iteration 21Q: 3 clusters Score -4861552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4861565.500000 Penalty: 3678.201416
	Iteration 22Q: 3 clusters Score -4861566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4861584.500000 Penalty: 3678.201416
	Iteration 23Q: 3 clusters Score -4861584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4861599.000000 Penalty: 3678.201416
	Iteration 24Q: 3 clusters Score -4861599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4861610.500000 Penalty: 3678.201416
	Iteration 25Q: 3 clusters Score -4861610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4861617.000000 Penalty: 3678.201416
	Iteration 26Q: 3 clusters Score -4861617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4861620.500000 Penalty: 3678.201416
	Iteration 27Q: 3 clusters Score -4861620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4861626.000000 Penalty: 3678.201416
	Iteration 28Q: 3 clusters Score -4861626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4861626.000000 Penalty: 3678.201416
	Iteration 29Q: 3 clusters Score -4861626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4861625.500000 Penalty: 3678.201416
	Iteration 30Q: 3 clusters Score -4861626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4861625.500000 Penalty: 3678.201416
	Iteration 31Q: 3 clusters Score -4861626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4861626.000000 Penalty: 3678.201416
	Iteration 32Q: 3 clusters Score -4861626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4861626.500000 Penalty: 3678.201416
	Iteration 33Q: 3 clusters Score -4861626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4861627.000000 Penalty: 3678.201416
	Iteration 34Q: 3 clusters Score -4861627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4861627.000000 Penalty: 3678.201416
	Iteration 35F: 3 clusters Score -4861627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Entering Unmasked Estep 
Score: -5480706.500000 Penalty: 1856.257202
	Iteration 0F: 2 clusters Score -5480706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5419660.000000 Penalty: 3712.514404
	Iteration 0F: 3 clusters Score -5419660 nChanged 43618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5445083.500000 Penalty: 3712.514404
	Iteration 1F: 3 clusters Score -5445084 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -5446482.500000 Penalty: 3712.514404
	Iteration 2Q: 3 clusters Score -5446482 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -5448625.000000 Penalty: 3712.514404
	Iteration 3Q: 3 clusters Score -5448625 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5451792.500000 Penalty: 3712.514404
	Iteration 4F: 3 clusters Score -5451792 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -5456159.500000 Penalty: 3712.514404
	Iteration 5F: 3 clusters Score -5456160 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5461452.000000 Penalty: 3712.514404
	Iteration 6F: 3 clusters Score -5461452 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5465880.500000 Penalty: 3712.514404
	Iteration 7F: 3 clusters Score -5465880 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5468982.000000 Penalty: 3712.514404
	Iteration 8F: 3 clusters Score -5468982 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5470978.000000 Penalty: 3712.514404
	Iteration 9Q: 3 clusters Score -5470978 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5472280.000000 Penalty: 3712.514404
	Iteration 10Q: 3 clusters Score -5472280 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5473171.500000 Penalty: 3712.514404
	Iteration 11Q: 3 clusters Score -5473172 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -5474004.500000 Penalty: 3712.514404
	Iteration 12Q: 3 clusters Score -5474004 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5474879.500000 Penalty: 3712.514404
	Iteration 13Q: 3 clusters Score -5474880 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -5475904.500000 Penalty: 3712.514404
	Iteration 14Q: 3 clusters Score -5475904 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5477018.000000 Penalty: 3712.514404
	Iteration 15Q: 3 clusters Score -5477018 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -5478101.000000 Penalty: 3712.514404
	Iteration 16Q: 3 clusters Score -5478101 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -5478945.500000 Penalty: 3712.514404
	Iteration 17Q: 3 clusters Score -5478946 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5479464.000000 Penalty: 3712.514404
	Iteration 18Q: 3 clusters Score -5479464 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5479773.000000 Penalty: 3712.514404
	Iteration 19Q: 3 clusters Score -5479773 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5480005.500000 Penalty: 3712.514404
	Iteration 20F: 3 clusters Score -5480006 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5480147.000000 Penalty: 3712.514404
	Iteration 21Q: 3 clusters Score -5480147 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5480232.000000 Penalty: 3712.514404
	Iteration 22Q: 3 clusters Score -5480232 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5480332.500000 Penalty: 3712.514404
	Iteration 23Q: 3 clusters Score -5480332 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -5480398.500000 Penalty: 3712.514404
	Iteration 24Q: 3 clusters Score -5480398 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5480470.000000 Penalty: 3712.514404
	Iteration 25Q: 3 clusters Score -5480470 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5480534.500000 Penalty: 3712.514404
	Iteration 26Q: 3 clusters Score -5480534 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5480597.500000 Penalty: 3712.514404
	Iteration 27Q: 3 clusters Score -5480598 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5480640.500000 Penalty: 3712.514404
	Iteration 28Q: 3 clusters Score -5480640 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -5480653.500000 Penalty: 3712.514404
	Iteration 29Q: 3 clusters Score -5480654 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5480707.000000 Penalty: 3712.514404
	Iteration 30Q: 3 clusters Score -5480707 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5480741.500000 Penalty: 3712.514404
	Iteration 31Q: 3 clusters Score -5480742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5480756.500000 Penalty: 3712.514404
	Iteration 32Q: 3 clusters Score -5480756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -5480765.000000 Penalty: 3712.514404
	Iteration 33Q: 3 clusters Score -5480765 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -5480790.000000 Penalty: 3712.514404
	Iteration 34Q: 3 clusters Score -5480790 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5480818.000000 Penalty: 3712.514404
	Iteration 35Q: 3 clusters Score -5480818 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5480820.000000 Penalty: 3712.514404
	Iteration 36Q: 3 clusters Score -5480820 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5480826.000000 Penalty: 3712.514404
	Iteration 37Q: 3 clusters Score -5480826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5480833.500000 Penalty: 3712.514404
	Iteration 38Q: 3 clusters Score -5480834 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -5480847.000000 Penalty: 3712.514404
	Iteration 39Q: 3 clusters Score -5480847 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -5480859.500000 Penalty: 3712.514404
	Iteration 40F: 3 clusters Score -5480860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5480845.500000 Penalty: 3712.514404
	Iteration 41Q: 3 clusters Score -5480846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5480834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5480864.500000 Penalty: 3712.514404
	Iteration 43Q: 3 clusters Score -5480864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -5480879.500000 Penalty: 3712.514404
	Iteration 44Q: 3 clusters Score -5480880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -5480882.000000 Penalty: 3712.514404
	Iteration 45Q: 3 clusters Score -5480882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5480897.000000 Penalty: 3712.514404
	Iteration 46Q: 3 clusters Score -5480897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5480908.500000 Penalty: 3712.514404
	Iteration 47Q: 3 clusters Score -5480908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -5480924.500000 Penalty: 3712.514404
	Iteration 48Q: 3 clusters Score -5480924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5480924.000000 Penalty: 3712.514404
	Iteration 49Q: 3 clusters Score -5480924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5480925.000000 Penalty: 3712.514404
	Iteration 50Q: 3 clusters Score -5480925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -5480928.000000 Penalty: 3712.514404
	Iteration 51Q: 3 clusters Score -5480928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5480936.500000 Penalty: 3712.514404
	Iteration 52Q: 3 clusters Score -5480936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5480955.000000 Penalty: 3712.514404
	Iteration 53Q: 3 clusters Score -5480955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -5480957.500000 Penalty: 3712.514404
	Iteration 54Q: 3 clusters Score -5480958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -5480949.500000 Penalty: 3712.514404
	Iteration 55Q: 3 clusters Score -5480950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5480957.500000 Penalty: 3712.514404
	Iteration 56Q: 3 clusters Score -5480958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5480974.500000 Penalty: 3712.514404
	Iteration 57Q: 3 clusters Score -5480974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -5480966.500000 Penalty: 3712.514404
	Iteration 58Q: 3 clusters Score -5480966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -5480971.500000 Penalty: 3712.514404
	Iteration 59Q: 3 clusters Score -5480972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5480967.500000 Penalty: 3712.514404
	Iteration 60F: 3 clusters Score -5480968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5480969.500000 Penalty: 3712.514404
	Iteration 61Q: 3 clusters Score -5480970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -5480973.000000 Penalty: 3712.514404
	Iteration 62Q: 3 clusters Score -5480973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -5480980.000000 Penalty: 3712.514404
	Iteration 63Q: 3 clusters Score -5480980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5480976.500000 Penalty: 3712.514404
	Iteration 64Q: 3 clusters Score -5480976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5480981.000000 Penalty: 3712.514404
	Iteration 65Q: 3 clusters Score -5480981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5480993.000000 Penalty: 3712.514404
	Iteration 66Q: 3 clusters Score -5480993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5481007.500000 Penalty: 3712.514404
	Iteration 67Q: 3 clusters Score -5481008 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5481002.500000 Penalty: 3712.514404
	Iteration 68Q: 3 clusters Score -5481002 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5481002 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -5481007.500000 Penalty: 3712.514404
	Iteration 70Q: 3 clusters Score -5481008 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5481017.500000 Penalty: 3712.514404
	Iteration 71Q: 3 clusters Score -5481018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5481014.000000 Penalty: 3712.514404
	Iteration 72Q: 3 clusters Score -5481014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5481009.500000 Penalty: 3712.514404
	Iteration 73Q: 3 clusters Score -5481010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5481018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -5481039.000000 Penalty: 3712.514404
	Iteration 75Q: 3 clusters Score -5481039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5481043.000000 Penalty: 3712.514404
	Iteration 76Q: 3 clusters Score -5481043 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -5481035.500000 Penalty: 3712.514404
	Iteration 77Q: 3 clusters Score -5481036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5481037.000000 Penalty: 3712.514404
	Iteration 78Q: 3 clusters Score -5481037 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5481047.500000 Penalty: 3712.514404
	Iteration 79Q: 3 clusters Score -5481048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -5481054.500000 Penalty: 3712.514404
	Iteration 80F: 3 clusters Score -5481054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5481059.500000 Penalty: 3712.514404
	Iteration 81Q: 3 clusters Score -5481060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5481061.000000 Penalty: 3712.514404
	Iteration 82Q: 3 clusters Score -5481061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5481057.000000 Penalty: 3712.514404
	Iteration 83Q: 3 clusters Score -5481057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5481051.500000 Penalty: 3712.514404
	Iteration 84Q: 3 clusters Score -5481052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5481061.000000 Penalty: 3712.514404
	Iteration 85Q: 3 clusters Score -5481061 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5481054.000000 Penalty: 3712.514404
	Iteration 86Q: 3 clusters Score -5481054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5481051.000000 Penalty: 3712.514404
	Iteration 87Q: 3 clusters Score -5481051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5481042.500000 Penalty: 3712.514404
	Iteration 88Q: 3 clusters Score -5481042 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5481043.500000 Penalty: 3712.514404
	Iteration 89Q: 3 clusters Score -5481044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -5481042.000000 Penalty: 3712.514404
	Iteration 90Q: 3 clusters Score -5481042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5481053.500000 Penalty: 3712.514404
	Iteration 91Q: 3 clusters Score -5481054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5481045.500000 Penalty: 3712.514404
	Iteration 92Q: 3 clusters Score -5481046 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -5481046.000000 Penalty: 3712.514404
	Iteration 93Q: 3 clusters Score -5481046 nChanged 31
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Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5481044.000000 Penalty: 3712.514404
	Iteration 94Q: 3 clusters Score -5481044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5481054.000000 Penalty: 3712.514404
	Iteration 95Q: 3 clusters Score -5481054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5481059.000000 Penalty: 3712.514404
	Iteration 96Q: 3 clusters Score -5481059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -5481060.000000 Penalty: 3712.514404
	Iteration 97Q: 3 clusters Score -5481060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5481059.000000 Penalty: 3712.514404
	Iteration 98Q: 3 clusters Score -5481059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -5481070.500000 Penalty: 3712.514404
	Iteration 99Q: 3 clusters Score -5481070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5481060.500000 Penalty: 3712.514404
	Iteration 100F: 3 clusters Score -5481060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5481061.500000 Penalty: 3712.514404
	Iteration 101Q: 3 clusters Score -5481062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5481061.000000 Penalty: 3712.514404
	Iteration 102Q: 3 clusters Score -5481061 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -5481058.000000 Penalty: 3712.514404
	Iteration 103Q: 3 clusters Score -5481058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5481052.000000 Penalty: 3712.514404
	Iteration 104Q: 3 clusters Score -5481052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -5481049.500000 Penalty: 3712.514404
	Iteration 105Q: 3 clusters Score -5481050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5481050.500000 Penalty: 3712.514404
	Iteration 106Q: 3 clusters Score -5481050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5481046.500000 Penalty: 3712.514404
	Iteration 107Q: 3 clusters Score -5481046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5481043.500000 Penalty: 3712.514404
	Iteration 108Q: 3 clusters Score -5481044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5481045.500000 Penalty: 3712.514404
	Iteration 109Q: 3 clusters Score -5481046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5481048.000000 Penalty: 3712.514404
	Iteration 110Q: 3 clusters Score -5481048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5481045.000000 Penalty: 3712.514404
	Iteration 111Q: 3 clusters Score -5481045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5481045.000000 Penalty: 3712.514404
	Iteration 112F: 3 clusters Score -5481045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13648 members 
Entering Unmasked Estep 
Score: -30859310.000000 Penalty: 55841.574219
Splitting cluster 14 changes total score from -30841880.000000 to -30859310.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (127608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Entering Unmasked Estep 
Score: -7558053.000000 Penalty: 1910.466797
	Iteration 0F: 2 clusters Score -7558053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -7472571.500000 Penalty: 3820.933594
	Iteration 0F: 3 clusters Score -7472572 nChanged 61296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7510555.000000 Penalty: 3820.933594
	Iteration 1F: 3 clusters Score -7510555 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -7514097.000000 Penalty: 3820.933594
	Iteration 2F: 3 clusters Score -7514097 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -7519354.000000 Penalty: 3820.933594
	Iteration 3F: 3 clusters Score -7519354 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -7525511.500000 Penalty: 3820.933594
	Iteration 4F: 3 clusters Score -7525512 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -7530998.500000 Penalty: 3820.933594
	Iteration 5F: 3 clusters Score -7530998 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -7534773.500000 Penalty: 3820.933594
	Iteration 6F: 3 clusters Score -7534774 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -7537099.000000 Penalty: 3820.933594
	Iteration 7Q: 3 clusters Score -7537099 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -7538540.500000 Penalty: 3820.933594
	Iteration 8Q: 3 clusters Score -7538540 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -7539584.000000 Penalty: 3820.933594
	Iteration 9Q: 3 clusters Score -7539584 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -7540565.000000 Penalty: 3820.933594
	Iteration 10Q: 3 clusters Score -7540565 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -7541382.000000 Penalty: 3820.933594
	Iteration 11Q: 3 clusters Score -7541382 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -7542269.000000 Penalty: 3820.933594
	Iteration 12Q: 3 clusters Score -7542269 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -7543272.500000 Penalty: 3820.933594
	Iteration 13Q: 3 clusters Score -7543272 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -7544559.000000 Penalty: 3820.933594
	Iteration 14Q: 3 clusters Score -7544559 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -7546054.500000 Penalty: 3820.933594
	Iteration 15Q: 3 clusters Score -7546054 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 109795 members 
Entering Unmasked Estep 
Score: -7547640.000000 Penalty: 3820.933594
	Iteration 16Q: 3 clusters Score -7547640 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -7549266.500000 Penalty: 3820.933594
	Iteration 17Q: 3 clusters Score -7549266 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -7550923.000000 Penalty: 3820.933594
	Iteration 18Q: 3 clusters Score -7550923 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 118721 members 
Entering Unmasked Estep 
Score: -7552366.500000 Penalty: 3820.933594
	Iteration 19Q: 3 clusters Score -7552366 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 120910 members 
Entering Unmasked Estep 
Score: -7553653.500000 Penalty: 3820.933594
	Iteration 20F: 3 clusters Score -7553654 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -7554667.500000 Penalty: 3820.933594
	Iteration 21Q: 3 clusters Score -7554668 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -7555344.000000 Penalty: 3820.933594
	Iteration 22Q: 3 clusters Score -7555344 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -7555894.000000 Penalty: 3820.933594
	Iteration 23Q: 3 clusters Score -7555894 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 125237 members 
Entering Unmasked Estep 
Score: -7556241.000000 Penalty: 3820.933594
	Iteration 24Q: 3 clusters Score -7556241 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -7556441.000000 Penalty: 3820.933594
	Iteration 25Q: 3 clusters Score -7556441 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
Score: -7556574.000000 Penalty: 3820.933594
	Iteration 26Q: 3 clusters Score -7556574 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -7556692.500000 Penalty: 3820.933594
	Iteration 27Q: 3 clusters Score -7556692 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -7556770.500000 Penalty: 3820.933594
	Iteration 28Q: 3 clusters Score -7556770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
Score: -7556787.500000 Penalty: 3820.933594
	Iteration 29Q: 3 clusters Score -7556788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 126186 members 
Entering Unmasked Estep 
Score: -7556812.000000 Penalty: 3820.933594
	Iteration 30Q: 3 clusters Score -7556812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -7556837.500000 Penalty: 3820.933594
	Iteration 31Q: 3 clusters Score -7556838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -7556842.500000 Penalty: 3820.933594
	Iteration 32Q: 3 clusters Score -7556842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 126271 members 
Entering Unmasked Estep 
Score: -7556857.000000 Penalty: 3820.933594
	Iteration 33Q: 3 clusters Score -7556857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -7556861.000000 Penalty: 3820.933594
	Iteration 34Q: 3 clusters Score -7556861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -7556851.000000 Penalty: 3820.933594
	Iteration 35Q: 3 clusters Score -7556851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 126309 members 
Entering Unmasked Estep 
Score: -7556865.000000 Penalty: 3820.933594
	Iteration 36Q: 3 clusters Score -7556865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 126325 members 
Entering Unmasked Estep 
Score: -7556862.500000 Penalty: 3820.933594
	Iteration 37Q: 3 clusters Score -7556862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -7556889.500000 Penalty: 3820.933594
	Iteration 38Q: 3 clusters Score -7556890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 126354 members 
Entering Unmasked Estep 
Score: -7556894.500000 Penalty: 3820.933594
	Iteration 39Q: 3 clusters Score -7556894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -7556897.500000 Penalty: 3820.933594
	Iteration 40F: 3 clusters Score -7556898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 126369 members 
Entering Unmasked Estep 
Score: -7556906.000000 Penalty: 3820.933594
	Iteration 41Q: 3 clusters Score -7556906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 126375 members 
Entering Unmasked Estep 
Score: -7556906.500000 Penalty: 3820.933594
	Iteration 42Q: 3 clusters Score -7556906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -7556908.000000 Penalty: 3820.933594
	Iteration 43Q: 3 clusters Score -7556908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -7556921.000000 Penalty: 3820.933594
	Iteration 44Q: 3 clusters Score -7556921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -7556921.000000 Penalty: 3820.933594
	Iteration 45Q: 3 clusters Score -7556921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -7556919.500000 Penalty: 3820.933594
	Iteration 46Q: 3 clusters Score -7556920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -7556924.000000 Penalty: 3820.933594
	Iteration 47Q: 3 clusters Score -7556924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -7556924.500000 Penalty: 3820.933594
	Iteration 48Q: 3 clusters Score -7556924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -7556924.500000 Penalty: 3820.933594
	Iteration 49Q: 3 clusters Score -7556924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -7556919.500000 Penalty: 3820.933594
	Iteration 50Q: 3 clusters Score -7556920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -7556919.500000 Penalty: 3820.933594
	Iteration 51F: 3 clusters Score -7556920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Entering Unmasked Estep 
Score: -284450.437500 Penalty: 1407.122070
	Iteration 0F: 2 clusters Score -284450.4 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 2859 members 
Entering Unmasked Estep 
Score: -280112.375000 Penalty: 2814.244141
	Iteration 0F: 3 clusters Score -280112.4 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -281830.156250 Penalty: 2814.244141
	Iteration 1F: 3 clusters Score -281830.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -282902.093750 Penalty: 2814.244141
	Iteration 2F: 3 clusters Score -282902.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -284686.343750 Penalty: 2814.244141
	Iteration 3F: 3 clusters Score -284686.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -286069.062500 Penalty: 2814.244141
	Iteration 4F: 3 clusters Score -286069.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -286576.343750 Penalty: 2814.244141
	Iteration 5F: 3 clusters Score -286576.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -286710.468750 Penalty: 2814.244141
	Iteration 6Q: 3 clusters Score -286710.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -286746.093750 Penalty: 2814.244141
	Iteration 7Q: 3 clusters Score -286746.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -286757.000000 Penalty: 2814.244141
	Iteration 8Q: 3 clusters Score -286757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -286761.843750 Penalty: 2814.244141
	Iteration 9Q: 3 clusters Score -286761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -286763.312500 Penalty: 2814.244141
	Iteration 10Q: 3 clusters Score -286763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -286765.843750 Penalty: 2814.244141
	Iteration 11Q: 3 clusters Score -286765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -286768.656250 Penalty: 2814.244141
	Iteration 12Q: 3 clusters Score -286768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -286769.968750 Penalty: 2814.244141
	Iteration 13Q: 3 clusters Score -286770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -286770.937500 Penalty: 2814.244141
	Iteration 14Q: 3 clusters Score -286770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -286772.781250 Penalty: 2814.244141
	Iteration 15Q: 3 clusters Score -286772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -286773.500000 Penalty: 2814.244141
	Iteration 16Q: 3 clusters Score -286773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -286774.656250 Penalty: 2814.244141
	Iteration 17Q: 3 clusters Score -286774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -286775.593750 Penalty: 2814.244141
	Iteration 18Q: 3 clusters Score -286775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -286777.312500 Penalty: 2814.244141
	Iteration 19Q: 3 clusters Score -286777.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -286779.125000 Penalty: 2814.244141
	Iteration 20F: 3 clusters Score -286779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -286781.218750 Penalty: 2814.244141
	Iteration 21Q: 3 clusters Score -286781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -286785.625000 Penalty: 2814.244141
	Iteration 22Q: 3 clusters Score -286785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -286791.656250 Penalty: 2814.244141
	Iteration 23Q: 3 clusters Score -286791.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -286795.875000 Penalty: 2814.244141
	Iteration 24Q: 3 clusters Score -286795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -286800.312500 Penalty: 2814.244141
	Iteration 25Q: 3 clusters Score -286800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -286802.093750 Penalty: 2814.244141
	Iteration 26Q: 3 clusters Score -286802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -286807.250000 Penalty: 2814.244141
	Iteration 27Q: 3 clusters Score -286807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -286810.875000 Penalty: 2814.244141
	Iteration 28Q: 3 clusters Score -286810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -286813.000000 Penalty: 2814.244141
	Iteration 29Q: 3 clusters Score -286813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -286816.406250 Penalty: 2814.244141
	Iteration 30Q: 3 clusters Score -286816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -286817.406250 Penalty: 2814.244141
	Iteration 31Q: 3 clusters Score -286817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -286817.437500 Penalty: 2814.244141
	Iteration 32Q: 3 clusters Score -286817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -286817.437500 Penalty: 2814.244141
	Iteration 33F: 3 clusters Score -286817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 6454 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 3509 members 
Entering Unmasked Estep 
Score: -30860924.000000 Penalty: 57989.328125
Splitting cluster 16 changes total score from -30841880.000000 to -30860924.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (6454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Entering Unmasked Estep 
Score: -338835.125000 Penalty: 1425.523926
	Iteration 0F: 2 clusters Score -338835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -333929.906250 Penalty: 2851.047852
	Iteration 0F: 3 clusters Score -333929.9 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -335962.281250 Penalty: 2851.047852
	Iteration 1F: 3 clusters Score -335962.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -336982.093750 Penalty: 2851.047852
	Iteration 2F: 3 clusters Score -336982.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -338757.343750 Penalty: 2851.047852
	Iteration 3F: 3 clusters Score -338757.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -339987.125000 Penalty: 2851.047852
	Iteration 4F: 3 clusters Score -339987.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -340486.250000 Penalty: 2851.047852
	Iteration 5F: 3 clusters Score -340486.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -340717.031250 Penalty: 2851.047852
	Iteration 6Q: 3 clusters Score -340717 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -340840.687500 Penalty: 2851.047852
	Iteration 7Q: 3 clusters Score -340840.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -340928.781250 Penalty: 2851.047852
	Iteration 8Q: 3 clusters Score -340928.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -341005.218750 Penalty: 2851.047852
	Iteration 9Q: 3 clusters Score -341005.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -341068.187500 Penalty: 2851.047852
	Iteration 10Q: 3 clusters Score -341068.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -341119.093750 Penalty: 2851.047852
	Iteration 11Q: 3 clusters Score -341119.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -341178.031250 Penalty: 2851.047852
	Iteration 12Q: 3 clusters Score -341178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -341269.437500 Penalty: 2851.047852
	Iteration 13Q: 3 clusters Score -341269.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341426.250000 Penalty: 2851.047852
	Iteration 14Q: 3 clusters Score -341426.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -341638.031250 Penalty: 2851.047852
	Iteration 15Q: 3 clusters Score -341638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -341901.875000 Penalty: 2851.047852
	Iteration 16Q: 3 clusters Score -341901.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -342152.218750 Penalty: 2851.047852
	Iteration 17Q: 3 clusters Score -342152.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -342343.187500 Penalty: 2851.047852
	Iteration 18Q: 3 clusters Score -342343.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -342529.906250 Penalty: 2851.047852
	Iteration 19Q: 3 clusters Score -342529.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -342848.781250 Penalty: 2851.047852
	Iteration 20F: 3 clusters Score -342848.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -343369.875000 Penalty: 2851.047852
	Iteration 21Q: 3 clusters Score -343369.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -343580.500000 Penalty: 2851.047852
	Iteration 22Q: 3 clusters Score -343580.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -343606.843750 Penalty: 2851.047852
	Iteration 23Q: 3 clusters Score -343606.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -343614.593750 Penalty: 2851.047852
	Iteration 24Q: 3 clusters Score -343614.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -343620.000000 Penalty: 2851.047852
	Iteration 25Q: 3 clusters Score -343620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -343624.687500 Penalty: 2851.047852
	Iteration 26Q: 3 clusters Score -343624.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -343627.000000 Penalty: 2851.047852
	Iteration 27Q: 3 clusters Score -343627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -343628.937500 Penalty: 2851.047852
	Iteration 28Q: 3 clusters Score -343628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -343631.656250 Penalty: 2851.047852
	Iteration 29Q: 3 clusters Score -343631.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -343636.468750 Penalty: 2851.047852
	Iteration 30Q: 3 clusters Score -343636.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -343645.062500 Penalty: 2851.047852
	Iteration 31Q: 3 clusters Score -343645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -343652.250000 Penalty: 2851.047852
	Iteration 32Q: 3 clusters Score -343652.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -343663.718750 Penalty: 2851.047852
	Iteration 33Q: 3 clusters Score -343663.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -343695.031250 Penalty: 2851.047852
	Iteration 34Q: 3 clusters Score -343695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -343794.625000 Penalty: 2851.047852
	Iteration 35Q: 3 clusters Score -343794.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -344093.718750 Penalty: 2851.047852
	Iteration 36Q: 3 clusters Score -344093.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -344697.156250 Penalty: 2851.047852
	Iteration 37Q: 3 clusters Score -344697.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -345185.468750 Penalty: 2851.047852
	Iteration 38Q: 3 clusters Score -345185.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -345347.031250 Penalty: 2851.047852
	Iteration 39Q: 3 clusters Score -345347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -345397.562500 Penalty: 2851.047852
	Iteration 40F: 3 clusters Score -345397.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -345415.406250 Penalty: 2851.047852
	Iteration 41Q: 3 clusters Score -345415.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -345421.906250 Penalty: 2851.047852
	Iteration 42Q: 3 clusters Score -345421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -345422.937500 Penalty: 2851.047852
	Iteration 43Q: 3 clusters Score -345422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -345423.656250 Penalty: 2851.047852
	Iteration 44Q: 3 clusters Score -345423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -345423.781250 Penalty: 2851.047852
	Iteration 45Q: 3 clusters Score -345423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -345423.781250 Penalty: 2851.047852
	Iteration 46F: 3 clusters Score -345423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 21552 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3210 members 
Entering Unmasked Estep 
Score: -30866748.000000 Penalty: 60137.082031
Splitting cluster 17 changes total score from -30841880.000000 to -30866748.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (21552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Entering Unmasked Estep 
Score: -1284045.500000 Penalty: 1621.461426
	Iteration 0F: 2 clusters Score -1284046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1269340.750000 Penalty: 3242.922852
	Iteration 0F: 3 clusters Score -1269341 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1275249.500000 Penalty: 3242.922852
	Iteration 1F: 3 clusters Score -1275250 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1276809.375000 Penalty: 3242.922852
	Iteration 2F: 3 clusters Score -1276809 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1278715.875000 Penalty: 3242.922852
	Iteration 3F: 3 clusters Score -1278716 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1280498.875000 Penalty: 3242.922852
	Iteration 4F: 3 clusters Score -1280499 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1281966.625000 Penalty: 3242.922852
	Iteration 5F: 3 clusters Score -1281967 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1283177.125000 Penalty: 3242.922852
	Iteration 6F: 3 clusters Score -1283177 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1284073.250000 Penalty: 3242.922852
	Iteration 7Q: 3 clusters Score -1284073 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1284737.000000 Penalty: 3242.922852
	Iteration 8Q: 3 clusters Score -1284737 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1285098.750000 Penalty: 3242.922852
	Iteration 9Q: 3 clusters Score -1285099 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1285265.625000 Penalty: 3242.922852
	Iteration 10Q: 3 clusters Score -1285266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1285360.000000 Penalty: 3242.922852
	Iteration 11Q: 3 clusters Score -1285360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1285405.875000 Penalty: 3242.922852
	Iteration 12Q: 3 clusters Score -1285406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1285430.875000 Penalty: 3242.922852
	Iteration 13Q: 3 clusters Score -1285431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1285442.375000 Penalty: 3242.922852
	Iteration 14Q: 3 clusters Score -1285442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1285453.500000 Penalty: 3242.922852
	Iteration 15Q: 3 clusters Score -1285454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1285462.750000 Penalty: 3242.922852
	Iteration 16Q: 3 clusters Score -1285463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1285469.000000 Penalty: 3242.922852
	Iteration 17Q: 3 clusters Score -1285469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1285476.750000 Penalty: 3242.922852
	Iteration 18Q: 3 clusters Score -1285477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1285480.125000 Penalty: 3242.922852
	Iteration 19Q: 3 clusters Score -1285480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1285486.500000 Penalty: 3242.922852
	Iteration 20F: 3 clusters Score -1285486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1285488.500000 Penalty: 3242.922852
	Iteration 21Q: 3 clusters Score -1285488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1285487.250000 Penalty: 3242.922852
	Iteration 22Q: 3 clusters Score -1285487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -1285487.625000 Penalty: 3242.922852
	Iteration 23Q: 3 clusters Score -1285488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1285490.000000 Penalty: 3242.922852
	Iteration 24Q: 3 clusters Score -1285490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1285492.125000 Penalty: 3242.922852
	Iteration 25Q: 3 clusters Score -1285492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1285490.375000 Penalty: 3242.922852
	Iteration 26Q: 3 clusters Score -1285490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1285490.375000 Penalty: 3242.922852
	Iteration 27F: 3 clusters Score -1285490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 19812 members 
Entering Unmasked Estep 
Score: -30867726.000000 Penalty: 62284.832031
Splitting cluster 18 changes total score from -30841880.000000 to -30867726.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (26008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Entering Unmasked Estep 
Score: -1562343.500000 Penalty: 1652.000977
	Iteration 0F: 2 clusters Score -1562344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1544766.750000 Penalty: 3304.001953
	Iteration 0F: 3 clusters Score -1544767 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1551468.125000 Penalty: 3304.001953
	Iteration 1F: 3 clusters Score -1551468 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1552164.625000 Penalty: 3304.001953
	Iteration 2F: 3 clusters Score -1552165 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1553177.000000 Penalty: 3304.001953
	Iteration 3F: 3 clusters Score -1553177 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1555005.500000 Penalty: 3304.001953
	Iteration 4F: 3 clusters Score -1555006 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1558274.125000 Penalty: 3304.001953
	Iteration 5F: 3 clusters Score -1558274 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1561853.375000 Penalty: 3304.001953
	Iteration 6F: 3 clusters Score -1561853 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1563842.125000 Penalty: 3304.001953
	Iteration 7F: 3 clusters Score -1563842 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1564640.500000 Penalty: 3304.001953
	Iteration 8Q: 3 clusters Score -1564640 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1564911.125000 Penalty: 3304.001953
	Iteration 9Q: 3 clusters Score -1564911 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1565039.375000 Penalty: 3304.001953
	Iteration 10Q: 3 clusters Score -1565039 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1565114.000000 Penalty: 3304.001953
	Iteration 11Q: 3 clusters Score -1565114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1565155.000000 Penalty: 3304.001953
	Iteration 12Q: 3 clusters Score -1565155 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1565176.875000 Penalty: 3304.001953
	Iteration 13Q: 3 clusters Score -1565177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1565197.625000 Penalty: 3304.001953
	Iteration 14Q: 3 clusters Score -1565198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1565205.750000 Penalty: 3304.001953
	Iteration 15Q: 3 clusters Score -1565206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1565208.875000 Penalty: 3304.001953
	Iteration 16Q: 3 clusters Score -1565209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1565213.875000 Penalty: 3304.001953
	Iteration 17Q: 3 clusters Score -1565214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1565220.625000 Penalty: 3304.001953
	Iteration 18Q: 3 clusters Score -1565221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1565227.375000 Penalty: 3304.001953
	Iteration 19Q: 3 clusters Score -1565227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1565231.250000 Penalty: 3304.001953
	Iteration 20F: 3 clusters Score -1565231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1565225.625000 Penalty: 3304.001953
	Iteration 21Q: 3 clusters Score -1565226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1565229.500000 Penalty: 3304.001953
	Iteration 22Q: 3 clusters Score -1565230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1565228.750000 Penalty: 3304.001953
	Iteration 23Q: 3 clusters Score -1565229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1565228.500000 Penalty: 3304.001953
	Iteration 24Q: 3 clusters Score -1565228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1565228.875000 Penalty: 3304.001953
	Iteration 25Q: 3 clusters Score -1565229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1565229.250000 Penalty: 3304.001953
	Iteration 26Q: 3 clusters Score -1565229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1565230.375000 Penalty: 3304.001953
	Iteration 27Q: 3 clusters Score -1565230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1565233.500000 Penalty: 3304.001953
	Iteration 28Q: 3 clusters Score -1565234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1565235.875000 Penalty: 3304.001953
	Iteration 29Q: 3 clusters Score -1565236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1565237.500000 Penalty: 3304.001953
	Iteration 30Q: 3 clusters Score -1565238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1565241.625000 Penalty: 3304.001953
	Iteration 31Q: 3 clusters Score -1565242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1565245.375000 Penalty: 3304.001953
	Iteration 32Q: 3 clusters Score -1565245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1565246.625000 Penalty: 3304.001953
	Iteration 33Q: 3 clusters Score -1565247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1565246.250000 Penalty: 3304.001953
	Iteration 34Q: 3 clusters Score -1565246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1565246.250000 Penalty: 3304.001953
	Iteration 35F: 3 clusters Score -1565246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 24184 members 
Mstep: Class 20 contains 11495 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 19812 members 
Mstep: Class 30 contains 1824 members 
Entering Unmasked Estep 
Score: -30870038.000000 Penalty: 64432.585938
Splitting cluster 19 changes total score from -30841880.000000 to -30870038.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (11495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Entering Unmasked Estep 
Score: -674603.000000 Penalty: 1519.320923
	Iteration 0F: 2 clusters Score -674603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -666406.625000 Penalty: 3038.641846
	Iteration 0F: 3 clusters Score -666406.6 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -669329.812500 Penalty: 3038.641846
	Iteration 1F: 3 clusters Score -669329.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -669962.312500 Penalty: 3038.641846
	Iteration 2F: 3 clusters Score -669962.3 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -670758.750000 Penalty: 3038.641846
	Iteration 3F: 3 clusters Score -670758.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -671597.875000 Penalty: 3038.641846
	Iteration 4F: 3 clusters Score -671597.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -672304.750000 Penalty: 3038.641846
	Iteration 5F: 3 clusters Score -672304.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -672804.250000 Penalty: 3038.641846
	Iteration 6F: 3 clusters Score -672804.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -673160.750000 Penalty: 3038.641846
	Iteration 7Q: 3 clusters Score -673160.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -673509.250000 Penalty: 3038.641846
	Iteration 8Q: 3 clusters Score -673509.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -673975.062500 Penalty: 3038.641846
	Iteration 9Q: 3 clusters Score -673975.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -674690.875000 Penalty: 3038.641846
	Iteration 10Q: 3 clusters Score -674690.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -675288.062500 Penalty: 3038.641846
	Iteration 11Q: 3 clusters Score -675288.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -675517.125000 Penalty: 3038.641846
	Iteration 12Q: 3 clusters Score -675517.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -675611.312500 Penalty: 3038.641846
	Iteration 13Q: 3 clusters Score -675611.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -675690.812500 Penalty: 3038.641846
	Iteration 14Q: 3 clusters Score -675690.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -675754.000000 Penalty: 3038.641846
	Iteration 15Q: 3 clusters Score -675754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -675810.437500 Penalty: 3038.641846
	Iteration 16Q: 3 clusters Score -675810.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -675856.000000 Penalty: 3038.641846
	Iteration 17Q: 3 clusters Score -675856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -675890.250000 Penalty: 3038.641846
	Iteration 18Q: 3 clusters Score -675890.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -675915.687500 Penalty: 3038.641846
	Iteration 19Q: 3 clusters Score -675915.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -675936.125000 Penalty: 3038.641846
	Iteration 20F: 3 clusters Score -675936.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -675953.562500 Penalty: 3038.641846
	Iteration 21Q: 3 clusters Score -675953.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -675967.562500 Penalty: 3038.641846
	Iteration 22Q: 3 clusters Score -675967.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -675977.875000 Penalty: 3038.641846
	Iteration 23Q: 3 clusters Score -675977.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -675982.000000 Penalty: 3038.641846
	Iteration 24Q: 3 clusters Score -675982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -675983.625000 Penalty: 3038.641846
	Iteration 25Q: 3 clusters Score -675983.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -675987.750000 Penalty: 3038.641846
	Iteration 26Q: 3 clusters Score -675987.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -675991.937500 Penalty: 3038.641846
	Iteration 27Q: 3 clusters Score -675991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -675993.375000 Penalty: 3038.641846
	Iteration 28Q: 3 clusters Score -675993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -675994.875000 Penalty: 3038.641846
	Iteration 29Q: 3 clusters Score -675994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -675996.000000 Penalty: 3038.641846
	Iteration 30Q: 3 clusters Score -675996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -675998.312500 Penalty: 3038.641846
	Iteration 31Q: 3 clusters Score -675998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -675999.125000 Penalty: 3038.641846
	Iteration 32Q: 3 clusters Score -675999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -675997.250000 Penalty: 3038.641846
	Iteration 33Q: 3 clusters Score -675997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -675997.375000 Penalty: 3038.641846
	Iteration 34Q: 3 clusters Score -675997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -675997.812500 Penalty: 3038.641846
	Iteration 35Q: 3 clusters Score -675997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -675997.812500 Penalty: 3038.641846
	Iteration 36F: 3 clusters Score -675997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 24184 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 10360 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 6395 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 19812 members 
Mstep: Class 30 contains 1824 members 
Mstep: Class 31 contains 4881 members 
Entering Unmasked Estep 
Score: -30870760.000000 Penalty: 66580.335938
Splitting cluster 20 changes total score from -30841880.000000 to -30870760.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 12167 members 
Mstep: Class 12 contains 82252 members 
Mstep: Class 14 contains 77763 members 
Mstep: Class 15 contains 127608 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 24184 members 
Mstep: Class 20 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30879784.000000 Penalty: 66580.335938
Iteration 39Q: 32 clusters Score -3.087978e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 6247 members 
Mstep: Class 7 contains 14392 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 4316 members 
Mstep: Class 11 contains 12155 members 
Mstep: Class 12 contains 82412 members 
Mstep: Class 13 contains 6386 members 
Mstep: Class 14 contains 76486 members 
Mstep: Class 15 contains 128526 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 3280 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 25426 members 
Mstep: Class 20 contains 7327 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 1193 members 
Mstep: Class 24 contains 8694 members 
Mstep: Class 25 contains 6598 members 
Mstep: Class 26 contains 13308 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 3324 members 
Mstep: Class 29 contains 19179 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30887432.000000 Penalty: 66580.335938
Iteration 40F: 32 clusters Score -3.088743e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 8612 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 14162 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 4250 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 12119 members 
Mstep: Class 12 contains 82332 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 128047 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 25749 members 
Mstep: Class 20 contains 7530 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 1244 members 
Mstep: Class 24 contains 8932 members 
Mstep: Class 25 contains 7114 members 
Mstep: Class 26 contains 13625 members 
Mstep: Class 27 contains 3361 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30890304.000000 Penalty: 66580.335938
Iteration 41Q: 32 clusters Score -3.08903e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 4275 members 
Mstep: Class 11 contains 12088 members 
Mstep: Class 12 contains 82221 members 
Mstep: Class 13 contains 6167 members 
Mstep: Class 14 contains 74170 members 
Mstep: Class 15 contains 127784 members 
Mstep: Class 16 contains 2463 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 25976 members 
Mstep: Class 20 contains 7708 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 1257 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 7473 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 3566 members 
Mstep: Class 29 contains 18726 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30892022.000000 Penalty: 66580.335938
Iteration 42Q: 32 clusters Score -3.089202e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 9445 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 6501 members 
Mstep: Class 7 contains 13892 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 12055 members 
Mstep: Class 12 contains 82139 members 
Mstep: Class 13 contains 6090 members 
Mstep: Class 14 contains 73440 members 
Mstep: Class 15 contains 127586 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 26116 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 9797 members 
Mstep: Class 22 contains 2891 members 
Mstep: Class 23 contains 1270 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 7758 members 
Mstep: Class 26 contains 14127 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 3629 members 
Mstep: Class 29 contains 18523 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30893256.000000 Penalty: 66580.335938
Iteration 43Q: 32 clusters Score -3.089326e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 9805 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 13745 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 4299 members 
Mstep: Class 10 contains 4257 members 
Mstep: Class 11 contains 12023 members 
Mstep: Class 12 contains 82078 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 72869 members 
Mstep: Class 15 contains 127453 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 26216 members 
Mstep: Class 20 contains 8002 members 
Mstep: Class 21 contains 9690 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 1276 members 
Mstep: Class 24 contains 9003 members 
Mstep: Class 25 contains 7986 members 
Mstep: Class 26 contains 14360 members 
Mstep: Class 27 contains 3281 members 
Mstep: Class 28 contains 3663 members 
Mstep: Class 29 contains 18312 members 
Mstep: Class 30 contains 1922 members 
Mstep: Class 31 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30893940.000000 Penalty: 66580.335938
Iteration 44Q: 32 clusters Score -3.089394e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 13601 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 4340 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 12002 members 
Mstep: Class 12 contains 82033 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 72397 members 
Mstep: Class 15 contains 127397 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 2735 members 
Mstep: Class 19 contains 26283 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 9562 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 8952 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 14571 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 18118 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30894578.000000 Penalty: 66580.335938
Iteration 45Q: 32 clusters Score -3.089458e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 13456 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 4393 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 82004 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 72010 members 
Mstep: Class 15 contains 127431 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 19 contains 26322 members 
Mstep: Class 20 contains 8240 members 
Mstep: Class 21 contains 9446 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 1288 members 
Mstep: Class 24 contains 8879 members 
Mstep: Class 25 contains 8384 members 
Mstep: Class 26 contains 14780 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 17877 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30895056.000000 Penalty: 66580.335938
Iteration 46Q: 32 clusters Score -3.089506e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 81967 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 71679 members 
Mstep: Class 15 contains 127469 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 3188 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 26351 members 
Mstep: Class 20 contains 8351 members 
Mstep: Class 21 contains 9344 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 1289 members 
Mstep: Class 24 contains 8798 members 
Mstep: Class 25 contains 8524 members 
Mstep: Class 26 contains 14988 members 
Mstep: Class 27 contains 3291 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 17667 members 
Mstep: Class 30 contains 1930 members 
Mstep: Class 31 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30895442.000000 Penalty: 66580.335938
Iteration 47Q: 32 clusters Score -3.089544e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 81942 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 71379 members 
Mstep: Class 15 contains 127504 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 26374 members 
Mstep: Class 20 contains 8437 members 
Mstep: Class 21 contains 9245 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 1289 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 8641 members 
Mstep: Class 26 contains 15208 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 17484 members 
Mstep: Class 30 contains 1935 members 
Mstep: Class 31 contains 3982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30895798.000000 Penalty: 66580.335938
Iteration 48Q: 32 clusters Score -3.08958e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 10797 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 13148 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 81933 members 
Mstep: Class 13 contains 5833 members 
Mstep: Class 14 contains 71079 members 
Mstep: Class 15 contains 127555 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 3183 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 26375 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 1290 members 
Mstep: Class 24 contains 8644 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 15403 members 
Mstep: Class 27 contains 3323 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 17341 members 
Mstep: Class 30 contains 1939 members 
Mstep: Class 31 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30896006.000000 Penalty: 66580.335938
Iteration 49Q: 32 clusters Score -3.089601e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 1078 members 
Mstep: Class 6 contains 6751 members 
Mstep: Class 7 contains 13059 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 81922 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 70804 members 
Mstep: Class 15 contains 127599 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3181 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 26379 members 
Mstep: Class 20 contains 8598 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 1290 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 8864 members 
Mstep: Class 26 contains 15598 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 17236 members 
Mstep: Class 30 contains 1941 members 
Mstep: Class 31 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30896364.000000 Penalty: 66580.335938
Iteration 50Q: 32 clusters Score -3.089636e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 12957 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 4644 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 81914 members 
Mstep: Class 13 contains 5767 members 
Mstep: Class 14 contains 70548 members 
Mstep: Class 15 contains 127629 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 3011 members 
Mstep: Class 19 contains 26397 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 8910 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 8507 members 
Mstep: Class 25 contains 8973 members 
Mstep: Class 26 contains 15783 members 
Mstep: Class 27 contains 3332 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 17157 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30896506.000000 Penalty: 66580.335938
Iteration 51Q: 32 clusters Score -3.089651e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 11207 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 12869 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 81891 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 70301 members 
Mstep: Class 15 contains 127656 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 3027 members 
Mstep: Class 19 contains 26419 members 
Mstep: Class 20 contains 8762 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 15944 members 
Mstep: Class 27 contains 3329 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 17092 members 
Mstep: Class 30 contains 1941 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30896904.000000 Penalty: 66580.335938
Iteration 52Q: 32 clusters Score -3.08969e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 11833 members 
Mstep: Class 12 contains 81881 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 70090 members 
Mstep: Class 15 contains 127682 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 3042 members 
Mstep: Class 19 contains 26416 members 
Mstep: Class 20 contains 8805 members 
Mstep: Class 21 contains 8665 members 
Mstep: Class 22 contains 3000 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 8384 members 
Mstep: Class 25 contains 9151 members 
Mstep: Class 26 contains 16128 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 3729 members 
Mstep: Class 29 contains 17043 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897082.000000 Penalty: 66580.335938
Iteration 53Q: 32 clusters Score -3.089708e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 11508 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 12692 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 81869 members 
Mstep: Class 13 contains 5707 members 
Mstep: Class 14 contains 69907 members 
Mstep: Class 15 contains 127678 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 19 contains 26418 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 3008 members 
Mstep: Class 23 contains 1296 members 
Mstep: Class 24 contains 8316 members 
Mstep: Class 25 contains 9232 members 
Mstep: Class 26 contains 16305 members 
Mstep: Class 27 contains 3317 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 17023 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897170.000000 Penalty: 66580.335938
Iteration 54Q: 32 clusters Score -3.089717e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 2551 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 11643 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 5348 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 81853 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 69748 members 
Mstep: Class 15 contains 127668 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 26413 members 
Mstep: Class 20 contains 8879 members 
Mstep: Class 21 contains 8432 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 8259 members 
Mstep: Class 25 contains 9315 members 
Mstep: Class 26 contains 16477 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 17002 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897310.000000 Penalty: 66580.335938
Iteration 55Q: 32 clusters Score -3.089731e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 12526 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 11811 members 
Mstep: Class 12 contains 81842 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 69616 members 
Mstep: Class 15 contains 127658 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 26416 members 
Mstep: Class 20 contains 8895 members 
Mstep: Class 21 contains 8321 members 
Mstep: Class 22 contains 3030 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 8205 members 
Mstep: Class 25 contains 9382 members 
Mstep: Class 26 contains 16630 members 
Mstep: Class 27 contains 3296 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 16989 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897424.000000 Penalty: 66580.335938
Iteration 56Q: 32 clusters Score -3.089742e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 6849 members 
Mstep: Class 7 contains 12415 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 12 contains 81831 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 69492 members 
Mstep: Class 15 contains 127653 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 26402 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 3035 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 8140 members 
Mstep: Class 25 contains 9464 members 
Mstep: Class 26 contains 16785 members 
Mstep: Class 27 contains 3284 members 
Mstep: Class 28 contains 3737 members 
Mstep: Class 29 contains 16980 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897556.000000 Penalty: 66580.335938
Iteration 57Q: 32 clusters Score -3.089756e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 6852 members 
Mstep: Class 7 contains 12310 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 81804 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 69371 members 
Mstep: Class 15 contains 127628 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 8922 members 
Mstep: Class 21 contains 8081 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 8058 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 16930 members 
Mstep: Class 27 contains 3279 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 16996 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897830.000000 Penalty: 66580.335938
Iteration 58Q: 32 clusters Score -3.089783e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 12297 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 6857 members 
Mstep: Class 7 contains 12191 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 12 contains 81791 members 
Mstep: Class 13 contains 5661 members 
Mstep: Class 14 contains 69260 members 
Mstep: Class 15 contains 127569 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3181 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 26418 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 7972 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 7965 members 
Mstep: Class 25 contains 9646 members 
Mstep: Class 26 contains 17076 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 17001 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897890.000000 Penalty: 66580.335938
Iteration 59Q: 32 clusters Score -3.089789e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 6862 members 
Mstep: Class 7 contains 12059 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 81779 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 69131 members 
Mstep: Class 15 contains 127510 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 26421 members 
Mstep: Class 20 contains 8965 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 3041 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 7885 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 17245 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 17003 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30898236.000000 Penalty: 66580.335938
Iteration 60F: 32 clusters Score -3.089824e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 12642 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 6869 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 11778 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 69028 members 
Mstep: Class 15 contains 127452 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 3040 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 7812 members 
Mstep: Class 25 contains 9817 members 
Mstep: Class 26 contains 17403 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 17014 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30898506.000000 Penalty: 66580.335938
Iteration 61Q: 32 clusters Score -3.089851e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 12805 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 11756 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 11772 members 
Mstep: Class 12 contains 81757 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 68949 members 
Mstep: Class 15 contains 127374 members 
Mstep: Class 16 contains 2502 members 
Mstep: Class 17 contains 3185 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 19 contains 26389 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 7621 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 7726 members 
Mstep: Class 25 contains 9902 members 
Mstep: Class 26 contains 17558 members 
Mstep: Class 27 contains 3270 members 
Mstep: Class 28 contains 3734 members 
Mstep: Class 29 contains 17055 members 
Mstep: Class 30 contains 1941 members 
Mstep: Class 31 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30898878.000000 Penalty: 66580.335938
Iteration 62Q: 32 clusters Score -3.089888e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 13014 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 11603 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 12 contains 81748 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 68867 members 
Mstep: Class 15 contains 127276 members 
Mstep: Class 16 contains 2498 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 26374 members 
Mstep: Class 20 contains 9063 members 
Mstep: Class 21 contains 7497 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 7639 members 
Mstep: Class 25 contains 10002 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 3737 members 
Mstep: Class 29 contains 17095 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30899140.000000 Penalty: 66580.335938
Iteration 63Q: 32 clusters Score -3.089914e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 6919 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 11750 members 
Mstep: Class 12 contains 81734 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 68774 members 
Mstep: Class 15 contains 127184 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 3181 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 26364 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 7358 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 7548 members 
Mstep: Class 25 contains 10102 members 
Mstep: Class 26 contains 17843 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 17142 members 
Mstep: Class 30 contains 1941 members 
Mstep: Class 31 contains 3809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30899306.000000 Penalty: 66580.335938
Iteration 64Q: 32 clusters Score -3.089931e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 13565 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 6946 members 
Mstep: Class 7 contains 11224 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11733 members 
Mstep: Class 12 contains 81723 members 
Mstep: Class 13 contains 5531 members 
Mstep: Class 14 contains 68692 members 
Mstep: Class 15 contains 127128 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 26355 members 
Mstep: Class 20 contains 9148 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 7467 members 
Mstep: Class 25 contains 10187 members 
Mstep: Class 26 contains 17967 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 17189 members 
Mstep: Class 30 contains 1939 members 
Mstep: Class 31 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30899528.000000 Penalty: 66580.335938
Iteration 65Q: 32 clusters Score -3.089953e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 13874 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 81700 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 14 contains 68625 members 
Mstep: Class 15 contains 127071 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 26360 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 1309 members 
Mstep: Class 24 contains 7374 members 
Mstep: Class 25 contains 10267 members 
Mstep: Class 26 contains 18084 members 
Mstep: Class 27 contains 3247 members 
Mstep: Class 28 contains 3757 members 
Mstep: Class 29 contains 17234 members 
Mstep: Class 30 contains 1936 members 
Mstep: Class 31 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30899808.000000 Penalty: 66580.335938
Iteration 66Q: 32 clusters Score -3.089981e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 14171 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 6998 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11698 members 
Mstep: Class 12 contains 81668 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 68565 members 
Mstep: Class 15 contains 127006 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 3653 members 
Mstep: Class 19 contains 26376 members 
Mstep: Class 20 contains 9228 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 7287 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 18219 members 
Mstep: Class 27 contains 3243 members 
Mstep: Class 28 contains 3768 members 
Mstep: Class 29 contains 17300 members 
Mstep: Class 30 contains 1937 members 
Mstep: Class 31 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900040.000000 Penalty: 66580.335938
Iteration 67Q: 32 clusters Score -3.090004e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 14499 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 7020 members 
Mstep: Class 7 contains 10609 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 12 contains 81640 members 
Mstep: Class 13 contains 5476 members 
Mstep: Class 14 contains 68488 members 
Mstep: Class 15 contains 126946 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 3689 members 
Mstep: Class 19 contains 26393 members 
Mstep: Class 20 contains 9269 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 10381 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 3242 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 17356 members 
Mstep: Class 30 contains 1939 members 
Mstep: Class 31 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900274.000000 Penalty: 66580.335938
Iteration 68Q: 32 clusters Score -3.090027e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 7032 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11669 members 
Mstep: Class 12 contains 81606 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 68410 members 
Mstep: Class 15 contains 126899 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 9307 members 
Mstep: Class 21 contains 6584 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 7121 members 
Mstep: Class 25 contains 10435 members 
Mstep: Class 26 contains 18494 members 
Mstep: Class 27 contains 3239 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 17429 members 
Mstep: Class 30 contains 1941 members 
Mstep: Class 31 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900494.000000 Penalty: 66580.335938
Iteration 69Q: 32 clusters Score -3.090049e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 15164 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 10232 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11648 members 
Mstep: Class 12 contains 81569 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 68334 members 
Mstep: Class 15 contains 126858 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 26411 members 
Mstep: Class 20 contains 9354 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 10489 members 
Mstep: Class 26 contains 18639 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 17495 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900784.000000 Penalty: 66580.335938
Iteration 70Q: 32 clusters Score -3.090078e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 1132 members 
Mstep: Class 6 contains 7055 members 
Mstep: Class 7 contains 10111 members 
Mstep: Class 8 contains 5473 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 81522 members 
Mstep: Class 13 contains 5365 members 
Mstep: Class 14 contains 68242 members 
Mstep: Class 15 contains 126820 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 26413 members 
Mstep: Class 20 contains 9418 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 6963 members 
Mstep: Class 25 contains 10541 members 
Mstep: Class 26 contains 18780 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 17550 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901022.000000 Penalty: 66580.335938
Iteration 71Q: 32 clusters Score -3.090102e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 15820 members 
Mstep: Class 5 contains 1132 members 
Mstep: Class 6 contains 7065 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 81461 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 68167 members 
Mstep: Class 15 contains 126782 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 3741 members 
Mstep: Class 19 contains 26405 members 
Mstep: Class 20 contains 9489 members 
Mstep: Class 21 contains 6203 members 
Mstep: Class 22 contains 3040 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 6901 members 
Mstep: Class 25 contains 10599 members 
Mstep: Class 26 contains 18909 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 3876 members 
Mstep: Class 29 contains 17608 members 
Mstep: Class 30 contains 1942 members 
Mstep: Class 31 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901272.000000 Penalty: 66580.335938
Iteration 72Q: 32 clusters Score -3.090127e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 16091 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 7084 members 
Mstep: Class 7 contains 9986 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 81394 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 68088 members 
Mstep: Class 15 contains 126718 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3755 members 
Mstep: Class 19 contains 26401 members 
Mstep: Class 20 contains 9568 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 6842 members 
Mstep: Class 25 contains 10666 members 
Mstep: Class 26 contains 19041 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 3912 members 
Mstep: Class 29 contains 17657 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901534.000000 Penalty: 66580.335938
Iteration 73Q: 32 clusters Score -3.090153e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 16404 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11545 members 
Mstep: Class 12 contains 81328 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 68015 members 
Mstep: Class 15 contains 126668 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 9658 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 6784 members 
Mstep: Class 25 contains 10724 members 
Mstep: Class 26 contains 19151 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 17697 members 
Mstep: Class 30 contains 1938 members 
Mstep: Class 31 contains 3619 members 
Entering Unmasked Estep 
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Score: -30901864.000000 Penalty: 66580.335938
Iteration 74Q: 32 clusters Score -3.090186e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 16662 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 9906 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 81269 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 67942 members 
Mstep: Class 15 contains 126610 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 9752 members 
Mstep: Class 21 contains 5862 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 6726 members 
Mstep: Class 25 contains 10761 members 
Mstep: Class 26 contains 19272 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 3973 members 
Mstep: Class 29 contains 17750 members 
Mstep: Class 30 contains 1935 members 
Mstep: Class 31 contains 3604 members 
Entering Unmasked Estep 
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Iteration 75Q: 32 clusters Score -3.090219e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 16901 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 7120 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11490 members 
Mstep: Class 12 contains 81204 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 67873 members 
Mstep: Class 15 contains 126542 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 9852 members 
Mstep: Class 21 contains 5766 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 10799 members 
Mstep: Class 26 contains 19402 members 
Mstep: Class 27 contains 3216 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 17787 members 
Mstep: Class 30 contains 1931 members 
Mstep: Class 31 contains 3584 members 
Entering Unmasked Estep 
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Iteration 76Q: 32 clusters Score -3.090252e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 17076 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 7137 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 11455 members 
Mstep: Class 12 contains 81135 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 67801 members 
Mstep: Class 15 contains 126507 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 9960 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 2941 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 6625 members 
Mstep: Class 25 contains 10837 members 
Mstep: Class 26 contains 19528 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 17831 members 
Mstep: Class 30 contains 1930 members 
Mstep: Class 31 contains 3552 members 
Entering Unmasked Estep 
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Iteration 77Q: 32 clusters Score -3.090275e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 2294 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 17252 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 7150 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 11430 members 
Mstep: Class 12 contains 81068 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 67729 members 
Mstep: Class 15 contains 126459 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 26399 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 6577 members 
Mstep: Class 25 contains 10896 members 
Mstep: Class 26 contains 19649 members 
Mstep: Class 27 contains 3209 members 
Mstep: Class 28 contains 4078 members 
Mstep: Class 29 contains 17862 members 
Mstep: Class 30 contains 1930 members 
Mstep: Class 31 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902982.000000 Penalty: 66580.335938
Iteration 78Q: 32 clusters Score -3.090298e+07 nChanged 1201
Entering ConstructFrom: 
Score: -30902982.000000 Penalty: 66580.335938
Entering ConstructFrom: 
Trying to split cluster 1 (80128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Entering Unmasked Estep 
Score: -4839747.000000 Penalty: 1834.849365
	Iteration 0F: 2 clusters Score -4839747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -4786036.500000 Penalty: 3669.698730
	Iteration 0F: 3 clusters Score -4786036 nChanged 38219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4808525.500000 Penalty: 3669.698730
	Iteration 1F: 3 clusters Score -4808526 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4810262.000000 Penalty: 3669.698730
	Iteration 2Q: 3 clusters Score -4810262 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4813081.000000 Penalty: 3669.698730
	Iteration 3F: 3 clusters Score -4813081 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4817088.000000 Penalty: 3669.698730
	Iteration 4F: 3 clusters Score -4817088 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4821848.500000 Penalty: 3669.698730
	Iteration 5F: 3 clusters Score -4821848 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4825476.500000 Penalty: 3669.698730
	Iteration 6F: 3 clusters Score -4825476 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4827847.500000 Penalty: 3669.698730
	Iteration 7F: 3 clusters Score -4827848 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4829345.500000 Penalty: 3669.698730
	Iteration 8Q: 3 clusters Score -4829346 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4830373.000000 Penalty: 3669.698730
	Iteration 9Q: 3 clusters Score -4830373 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4831354.500000 Penalty: 3669.698730
	Iteration 10Q: 3 clusters Score -4831354 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4832410.000000 Penalty: 3669.698730
	Iteration 11Q: 3 clusters Score -4832410 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4833356.500000 Penalty: 3669.698730
	Iteration 12Q: 3 clusters Score -4833356 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -4834427.500000 Penalty: 3669.698730
	Iteration 13Q: 3 clusters Score -4834428 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4835410.000000 Penalty: 3669.698730
	Iteration 14Q: 3 clusters Score -4835410 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4836236.500000 Penalty: 3669.698730
	Iteration 15Q: 3 clusters Score -4836236 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4836916.500000 Penalty: 3669.698730
	Iteration 16Q: 3 clusters Score -4836916 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4837406.000000 Penalty: 3669.698730
	Iteration 17Q: 3 clusters Score -4837406 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4837744.000000 Penalty: 3669.698730
	Iteration 18Q: 3 clusters Score -4837744 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4837973.500000 Penalty: 3669.698730
	Iteration 19Q: 3 clusters Score -4837974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4838108.000000 Penalty: 3669.698730
	Iteration 20F: 3 clusters Score -4838108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4838207.000000 Penalty: 3669.698730
	Iteration 21Q: 3 clusters Score -4838207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4838245.000000 Penalty: 3669.698730
	Iteration 22Q: 3 clusters Score -4838245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4838279.000000 Penalty: 3669.698730
	Iteration 23Q: 3 clusters Score -4838279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4838308.500000 Penalty: 3669.698730
	Iteration 24Q: 3 clusters Score -4838308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4838322.500000 Penalty: 3669.698730
	Iteration 25Q: 3 clusters Score -4838322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4838340.000000 Penalty: 3669.698730
	Iteration 26Q: 3 clusters Score -4838340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4838348.000000 Penalty: 3669.698730
	Iteration 27Q: 3 clusters Score -4838348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4838372.000000 Penalty: 3669.698730
	Iteration 28Q: 3 clusters Score -4838372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4838390.000000 Penalty: 3669.698730
	Iteration 29Q: 3 clusters Score -4838390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4838410.000000 Penalty: 3669.698730
	Iteration 30Q: 3 clusters Score -4838410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4838431.500000 Penalty: 3669.698730
	Iteration 31Q: 3 clusters Score -4838432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4838443.000000 Penalty: 3669.698730
	Iteration 32Q: 3 clusters Score -4838443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4838459.000000 Penalty: 3669.698730
	Iteration 33Q: 3 clusters Score -4838459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4838468.500000 Penalty: 3669.698730
	Iteration 34Q: 3 clusters Score -4838468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4838472.000000 Penalty: 3669.698730
	Iteration 35Q: 3 clusters Score -4838472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4838478.500000 Penalty: 3669.698730
	Iteration 36Q: 3 clusters Score -4838478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4838482.500000 Penalty: 3669.698730
	Iteration 37Q: 3 clusters Score -4838482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4838486.500000 Penalty: 3669.698730
	Iteration 38Q: 3 clusters Score -4838486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4838487.000000 Penalty: 3669.698730
	Iteration 39Q: 3 clusters Score -4838487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4838486.000000 Penalty: 3669.698730
	Iteration 40F: 3 clusters Score -4838486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4838485.500000 Penalty: 3669.698730
	Iteration 41Q: 3 clusters Score -4838486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4838487.500000 Penalty: 3669.698730
	Iteration 42Q: 3 clusters Score -4838488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4838487.000000 Penalty: 3669.698730
	Iteration 43Q: 3 clusters Score -4838487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4838490.500000 Penalty: 3669.698730
	Iteration 44Q: 3 clusters Score -4838490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4838487.000000 Penalty: 3669.698730
	Iteration 45Q: 3 clusters Score -4838487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4838490.000000 Penalty: 3669.698730
	Iteration 46Q: 3 clusters Score -4838490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4838490.500000 Penalty: 3669.698730
	Iteration 47Q: 3 clusters Score -4838490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4838490.500000 Penalty: 3669.698730
	Iteration 48F: 3 clusters Score -4838490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -94525.906250 Penalty: 1257.007935
	Iteration 0F: 2 clusters Score -94525.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -92262.531250 Penalty: 2514.015869
	Iteration 0F: 3 clusters Score -92262.53 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -93043.460938 Penalty: 2514.015869
	Iteration 1F: 3 clusters Score -93043.46 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93531.054688 Penalty: 2514.015869
	Iteration 2F: 3 clusters Score -93531.05 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -93888.554688 Penalty: 2514.015869
	Iteration 3F: 3 clusters Score -93888.55 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -94124.429688 Penalty: 2514.015869
	Iteration 4F: 3 clusters Score -94124.43 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -94229.250000 Penalty: 2514.015869
	Iteration 5Q: 3 clusters Score -94229.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -94288.921875 Penalty: 2514.015869
	Iteration 6Q: 3 clusters Score -94288.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -94337.234375 Penalty: 2514.015869
	Iteration 7Q: 3 clusters Score -94337.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -94389.007812 Penalty: 2514.015869
	Iteration 8Q: 3 clusters Score -94389.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -94431.367188 Penalty: 2514.015869
	Iteration 9Q: 3 clusters Score -94431.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -94463.453125 Penalty: 2514.015869
	Iteration 10Q: 3 clusters Score -94463.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -94482.109375 Penalty: 2514.015869
	Iteration 11Q: 3 clusters Score -94482.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -94493.460938 Penalty: 2514.015869
	Iteration 12Q: 3 clusters Score -94493.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -94496.687500 Penalty: 2514.015869
	Iteration 13Q: 3 clusters Score -94496.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -94503.062500 Penalty: 2514.015869
	Iteration 14Q: 3 clusters Score -94503.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -94506.359375 Penalty: 2514.015869
	Iteration 15Q: 3 clusters Score -94506.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -94507.750000 Penalty: 2514.015869
	Iteration 16Q: 3 clusters Score -94507.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -94509.750000 Penalty: 2514.015869
	Iteration 17Q: 3 clusters Score -94509.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -94510.906250 Penalty: 2514.015869
	Iteration 18Q: 3 clusters Score -94510.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -94511.421875 Penalty: 2514.015869
	Iteration 19Q: 3 clusters Score -94511.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -94511.640625 Penalty: 2514.015869
	Iteration 20F: 3 clusters Score -94511.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -94512.492188 Penalty: 2514.015869
	Iteration 21Q: 3 clusters Score -94512.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -94512.742188 Penalty: 2514.015869
	Iteration 22Q: 3 clusters Score -94512.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -94513.234375 Penalty: 2514.015869
	Iteration 23Q: 3 clusters Score -94513.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -94513.421875 Penalty: 2514.015869
	Iteration 24Q: 3 clusters Score -94513.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -94513.476562 Penalty: 2514.015869
	Iteration 25Q: 3 clusters Score -94513.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -94513.476562 Penalty: 2514.015869
	Iteration 26F: 3 clusters Score -94513.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -81823.875000 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -81823.88 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 761 members 
Entering Unmasked Estep 
Score: -80141.632812 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -80141.63 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -80609.726562 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -80609.73 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -80846.703125 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -80846.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -81026.625000 Penalty: 2369.566650
	Iteration 3F: 3 clusters Score -81026.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -81155.570312 Penalty: 2369.566650
	Iteration 4F: 3 clusters Score -81155.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -81230.085938 Penalty: 2369.566650
	Iteration 5Q: 3 clusters Score -81230.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -81261.062500 Penalty: 2369.566650
	Iteration 6Q: 3 clusters Score -81261.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -81280.703125 Penalty: 2369.566650
	Iteration 7Q: 3 clusters Score -81280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -81288.117188 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -81288.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -81291.406250 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -81291.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -81292.195312 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -81292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -81292.195312 Penalty: 2369.566650
	Iteration 11F: 3 clusters Score -81292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Entering Unmasked Estep 
Score: -890361.375000 Penalty: 1586.845215
	Iteration 0F: 2 clusters Score -890361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -878421.187500 Penalty: 3173.690430
	Iteration 0F: 3 clusters Score -878421.2 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -883089.750000 Penalty: 3173.690430
	Iteration 1F: 3 clusters Score -883089.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -883530.250000 Penalty: 3173.690430
	Iteration 2F: 3 clusters Score -883530.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -883917.687500 Penalty: 3173.690430
	Iteration 3F: 3 clusters Score -883917.7 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -884328.562500 Penalty: 3173.690430
	Iteration 4F: 3 clusters Score -884328.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -884727.062500 Penalty: 3173.690430
	Iteration 5Q: 3 clusters Score -884727.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -885106.875000 Penalty: 3173.690430
	Iteration 6Q: 3 clusters Score -885106.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -885465.062500 Penalty: 3173.690430
	Iteration 7Q: 3 clusters Score -885465.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -885779.750000 Penalty: 3173.690430
	Iteration 8Q: 3 clusters Score -885779.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -886064.812500 Penalty: 3173.690430
	Iteration 9Q: 3 clusters Score -886064.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -886378.187500 Penalty: 3173.690430
	Iteration 10Q: 3 clusters Score -886378.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -886711.125000 Penalty: 3173.690430
	Iteration 11Q: 3 clusters Score -886711.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -887054.312500 Penalty: 3173.690430
	Iteration 12Q: 3 clusters Score -887054.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -887379.937500 Penalty: 3173.690430
	Iteration 13Q: 3 clusters Score -887379.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -887648.625000 Penalty: 3173.690430
	Iteration 14Q: 3 clusters Score -887648.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -887858.000000 Penalty: 3173.690430
	Iteration 15Q: 3 clusters Score -887858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -888021.187500 Penalty: 3173.690430
	Iteration 16Q: 3 clusters Score -888021.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -888159.062500 Penalty: 3173.690430
	Iteration 17Q: 3 clusters Score -888159.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -888288.937500 Penalty: 3173.690430
	Iteration 18Q: 3 clusters Score -888288.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -888419.312500 Penalty: 3173.690430
	Iteration 19Q: 3 clusters Score -888419.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -888557.562500 Penalty: 3173.690430
	Iteration 20F: 3 clusters Score -888557.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -888687.000000 Penalty: 3173.690430
	Iteration 21Q: 3 clusters Score -888687 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -888808.812500 Penalty: 3173.690430
	Iteration 22Q: 3 clusters Score -888808.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -888928.812500 Penalty: 3173.690430
	Iteration 23Q: 3 clusters Score -888928.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -889035.937500 Penalty: 3173.690430
	Iteration 24Q: 3 clusters Score -889035.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -889164.437500 Penalty: 3173.690430
	Iteration 25Q: 3 clusters Score -889164.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -889293.562500 Penalty: 3173.690430
	Iteration 26Q: 3 clusters Score -889293.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -889428.937500 Penalty: 3173.690430
	Iteration 27Q: 3 clusters Score -889428.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -889568.625000 Penalty: 3173.690430
	Iteration 28Q: 3 clusters Score -889568.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -889687.000000 Penalty: 3173.690430
	Iteration 29Q: 3 clusters Score -889687 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -889808.687500 Penalty: 3173.690430
	Iteration 30Q: 3 clusters Score -889808.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -889904.562500 Penalty: 3173.690430
	Iteration 31Q: 3 clusters Score -889904.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -890013.062500 Penalty: 3173.690430
	Iteration 32Q: 3 clusters Score -890013.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -890122.250000 Penalty: 3173.690430
	Iteration 33Q: 3 clusters Score -890122.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -890235.750000 Penalty: 3173.690430
	Iteration 34Q: 3 clusters Score -890235.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -890333.187500 Penalty: 3173.690430
	Iteration 35Q: 3 clusters Score -890333.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -890423.937500 Penalty: 3173.690430
	Iteration 36Q: 3 clusters Score -890423.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -890484.812500 Penalty: 3173.690430
	Iteration 37Q: 3 clusters Score -890484.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -890540.187500 Penalty: 3173.690430
	Iteration 38Q: 3 clusters Score -890540.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -890578.000000 Penalty: 3173.690430
	Iteration 39Q: 3 clusters Score -890578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -890610.375000 Penalty: 3173.690430
	Iteration 40F: 3 clusters Score -890610.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -890635.375000 Penalty: 3173.690430
	Iteration 41Q: 3 clusters Score -890635.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -890655.750000 Penalty: 3173.690430
	Iteration 42Q: 3 clusters Score -890655.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -890681.312500 Penalty: 3173.690430
	Iteration 43Q: 3 clusters Score -890681.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -890697.437500 Penalty: 3173.690430
	Iteration 44Q: 3 clusters Score -890697.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -890719.187500 Penalty: 3173.690430
	Iteration 45Q: 3 clusters Score -890719.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -890748.250000 Penalty: 3173.690430
	Iteration 46Q: 3 clusters Score -890748.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -890767.875000 Penalty: 3173.690430
	Iteration 47Q: 3 clusters Score -890767.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -890784.250000 Penalty: 3173.690430
	Iteration 48Q: 3 clusters Score -890784.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -890800.125000 Penalty: 3173.690430
	Iteration 49Q: 3 clusters Score -890800.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -890824.625000 Penalty: 3173.690430
	Iteration 50Q: 3 clusters Score -890824.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -890842.062500 Penalty: 3173.690430
	Iteration 51Q: 3 clusters Score -890842.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -890853.687500 Penalty: 3173.690430
	Iteration 52Q: 3 clusters Score -890853.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -890863.562500 Penalty: 3173.690430
	Iteration 53Q: 3 clusters Score -890863.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -890876.000000 Penalty: 3173.690430
	Iteration 54Q: 3 clusters Score -890876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -890880.000000 Penalty: 3173.690430
	Iteration 55Q: 3 clusters Score -890880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -890883.812500 Penalty: 3173.690430
	Iteration 56Q: 3 clusters Score -890883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -890884.812500 Penalty: 3173.690430
	Iteration 57Q: 3 clusters Score -890884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -890884.187500 Penalty: 3173.690430
	Iteration 58Q: 3 clusters Score -890884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -890884.687500 Penalty: 3173.690430
	Iteration 59Q: 3 clusters Score -890884.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -890884.687500 Penalty: 3173.690430
	Iteration 60F: 3 clusters Score -890884.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 7166 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 126403 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Entering Unmasked Estep 
Score: -30903252.000000 Penalty: 68728.093750
Splitting cluster 4 changes total score from -30902982.000000 to -30903252.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -61066.472656 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -61066.47 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 565 members 
Entering Unmasked Estep 
Score: -59569.578125 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -59569.58 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -59854.195312 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -59854.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59957.042969 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -59957.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60014.738281 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -60014.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60052.300781 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -60052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60075.832031 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -60075.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60092.781250 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -60092.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60098.007812 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -60098.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60101.718750 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -60101.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -60108.531250 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -60108.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60119.730469 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -60119.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -60132.320312 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -60132.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60140.878906 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -60140.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60150.597656 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -60150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60160.179688 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -60160.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60165.601562 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -60165.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60176.042969 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -60176.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60185.675781 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -60185.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60208.250000 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -60208.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60226.152344 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -60226.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60251.125000 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -60251.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60287.667969 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -60287.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60331.832031 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -60331.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60382.398438 Penalty: 2279.230225
	Iteration 23Q: 3 clusters Score -60382.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60418.253906 Penalty: 2279.230225
	Iteration 24Q: 3 clusters Score -60418.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60457.468750 Penalty: 2279.230225
	Iteration 25Q: 3 clusters Score -60457.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60497.515625 Penalty: 2279.230225
	Iteration 26Q: 3 clusters Score -60497.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60536.769531 Penalty: 2279.230225
	Iteration 27Q: 3 clusters Score -60536.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60566.187500 Penalty: 2279.230225
	Iteration 28Q: 3 clusters Score -60566.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60596.867188 Penalty: 2279.230225
	Iteration 29Q: 3 clusters Score -60596.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60617.472656 Penalty: 2279.230225
	Iteration 30Q: 3 clusters Score -60617.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60640.234375 Penalty: 2279.230225
	Iteration 31Q: 3 clusters Score -60640.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60652.039062 Penalty: 2279.230225
	Iteration 32Q: 3 clusters Score -60652.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60658.613281 Penalty: 2279.230225
	Iteration 33Q: 3 clusters Score -60658.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60665.152344 Penalty: 2279.230225
	Iteration 34Q: 3 clusters Score -60665.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60667.414062 Penalty: 2279.230225
	Iteration 35Q: 3 clusters Score -60667.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60670.292969 Penalty: 2279.230225
	Iteration 36Q: 3 clusters Score -60670.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60672.933594 Penalty: 2279.230225
	Iteration 37Q: 3 clusters Score -60672.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60673.292969 Penalty: 2279.230225
	Iteration 38Q: 3 clusters Score -60673.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60682.578125 Penalty: 2279.230225
	Iteration 39F: 3 clusters Score -60682.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60693.062500 Penalty: 2279.230225
	Iteration 40F: 3 clusters Score -60693.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60696.414062 Penalty: 2279.230225
	Iteration 41Q: 3 clusters Score -60696.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60700.382812 Penalty: 2279.230225
	Iteration 42Q: 3 clusters Score -60700.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60704.242188 Penalty: 2279.230225
	Iteration 43Q: 3 clusters Score -60704.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60705.886719 Penalty: 2279.230225
	Iteration 44Q: 3 clusters Score -60705.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60705.886719 Penalty: 2279.230225
	Iteration 45F: 3 clusters Score -60705.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -398776.718750 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -398776.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -393441.343750 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -393441.3 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -395383.218750 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -395383.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -396001.093750 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -396001.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -396749.750000 Penalty: 2885.058350
	Iteration 3F: 3 clusters Score -396749.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -397511.968750 Penalty: 2885.058350
	Iteration 4F: 3 clusters Score -397512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -398127.812500 Penalty: 2885.058350
	Iteration 5F: 3 clusters Score -398127.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -398629.406250 Penalty: 2885.058350
	Iteration 6F: 3 clusters Score -398629.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -399061.812500 Penalty: 2885.058350
	Iteration 7F: 3 clusters Score -399061.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -399545.062500 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -399545.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -400055.500000 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -400055.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -400454.687500 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -400454.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -400666.343750 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -400666.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -400778.375000 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -400778.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -400841.343750 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -400841.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -400887.718750 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -400887.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -400974.656250 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -400974.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -401092.281250 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -401092.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -401160.593750 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -401160.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -401205.031250 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -401205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -401228.437500 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -401228.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -401240.312500 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -401240.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -401246.062500 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -401246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -401250.000000 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -401250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -401254.281250 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -401254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -401256.812500 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -401256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -401257.312500 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -401257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -401257.312500 Penalty: 2885.058350
	Iteration 26F: 3 clusters Score -401257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 126403 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Entering Unmasked Estep 
Score: -30904986.000000 Penalty: 70875.843750
Splitting cluster 6 changes total score from -30902982.000000 to -30904986.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (10104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Entering Unmasked Estep 
Score: -518679.531250 Penalty: 1498.361572
	Iteration 0F: 2 clusters Score -518679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -511501.468750 Penalty: 2996.723145
	Iteration 0F: 3 clusters Score -511501.5 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -514083.468750 Penalty: 2996.723145
	Iteration 1F: 3 clusters Score -514083.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -514523.656250 Penalty: 2996.723145
	Iteration 2F: 3 clusters Score -514523.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -514870.468750 Penalty: 2996.723145
	Iteration 3F: 3 clusters Score -514870.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -515186.843750 Penalty: 2996.723145
	Iteration 4F: 3 clusters Score -515186.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -515495.031250 Penalty: 2996.723145
	Iteration 5F: 3 clusters Score -515495 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -515771.937500 Penalty: 2996.723145
	Iteration 6Q: 3 clusters Score -515771.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -516027.000000 Penalty: 2996.723145
	Iteration 7Q: 3 clusters Score -516027 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -516245.531250 Penalty: 2996.723145
	Iteration 8Q: 3 clusters Score -516245.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -516439.281250 Penalty: 2996.723145
	Iteration 9Q: 3 clusters Score -516439.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -516595.187500 Penalty: 2996.723145
	Iteration 10Q: 3 clusters Score -516595.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -516689.937500 Penalty: 2996.723145
	Iteration 11Q: 3 clusters Score -516689.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -516753.437500 Penalty: 2996.723145
	Iteration 12Q: 3 clusters Score -516753.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -516806.687500 Penalty: 2996.723145
	Iteration 13Q: 3 clusters Score -516806.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -516843.625000 Penalty: 2996.723145
	Iteration 14Q: 3 clusters Score -516843.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -516875.281250 Penalty: 2996.723145
	Iteration 15Q: 3 clusters Score -516875.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -516891.562500 Penalty: 2996.723145
	Iteration 16Q: 3 clusters Score -516891.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -516904.906250 Penalty: 2996.723145
	Iteration 17Q: 3 clusters Score -516904.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -516911.531250 Penalty: 2996.723145
	Iteration 18Q: 3 clusters Score -516911.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -516917.687500 Penalty: 2996.723145
	Iteration 19Q: 3 clusters Score -516917.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -516919.406250 Penalty: 2996.723145
	Iteration 20F: 3 clusters Score -516919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -516922.843750 Penalty: 2996.723145
	Iteration 21Q: 3 clusters Score -516922.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -516927.093750 Penalty: 2996.723145
	Iteration 22Q: 3 clusters Score -516927.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -516933.093750 Penalty: 2996.723145
	Iteration 23Q: 3 clusters Score -516933.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -516936.375000 Penalty: 2996.723145
	Iteration 24Q: 3 clusters Score -516936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -516941.312500 Penalty: 2996.723145
	Iteration 25Q: 3 clusters Score -516941.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -516942.625000 Penalty: 2996.723145
	Iteration 26Q: 3 clusters Score -516942.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -516945.093750 Penalty: 2996.723145
	Iteration 27Q: 3 clusters Score -516945.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -516947.062500 Penalty: 2996.723145
	Iteration 28Q: 3 clusters Score -516947.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -516950.875000 Penalty: 2996.723145
	Iteration 29Q: 3 clusters Score -516950.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -516953.218750 Penalty: 2996.723145
	Iteration 30Q: 3 clusters Score -516953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -516953.968750 Penalty: 2996.723145
	Iteration 31Q: 3 clusters Score -516954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -516958.000000 Penalty: 2996.723145
	Iteration 32Q: 3 clusters Score -516958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -516960.593750 Penalty: 2996.723145
	Iteration 33Q: 3 clusters Score -516960.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -516964.125000 Penalty: 2996.723145
	Iteration 34Q: 3 clusters Score -516964.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -516966.937500 Penalty: 2996.723145
	Iteration 35Q: 3 clusters Score -516966.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -516975.968750 Penalty: 2996.723145
	Iteration 36Q: 3 clusters Score -516976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -516985.468750 Penalty: 2996.723145
	Iteration 37Q: 3 clusters Score -516985.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -516996.375000 Penalty: 2996.723145
	Iteration 38Q: 3 clusters Score -516996.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -517009.187500 Penalty: 2996.723145
	Iteration 39Q: 3 clusters Score -517009.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -517022.093750 Penalty: 2996.723145
	Iteration 40F: 3 clusters Score -517022.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -517034.312500 Penalty: 2996.723145
	Iteration 41Q: 3 clusters Score -517034.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -517044.218750 Penalty: 2996.723145
	Iteration 42Q: 3 clusters Score -517044.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -517052.218750 Penalty: 2996.723145
	Iteration 43Q: 3 clusters Score -517052.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -517060.656250 Penalty: 2996.723145
	Iteration 44Q: 3 clusters Score -517060.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -517069.187500 Penalty: 2996.723145
	Iteration 45Q: 3 clusters Score -517069.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -517080.656250 Penalty: 2996.723145
	Iteration 46Q: 3 clusters Score -517080.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -517087.968750 Penalty: 2996.723145
	Iteration 47Q: 3 clusters Score -517088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -517096.250000 Penalty: 2996.723145
	Iteration 48Q: 3 clusters Score -517096.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -517100.750000 Penalty: 2996.723145
	Iteration 49Q: 3 clusters Score -517100.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -517105.937500 Penalty: 2996.723145
	Iteration 50Q: 3 clusters Score -517105.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -517110.156250 Penalty: 2996.723145
	Iteration 51Q: 3 clusters Score -517110.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -517110.937500 Penalty: 2996.723145
	Iteration 52Q: 3 clusters Score -517110.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -517114.750000 Penalty: 2996.723145
	Iteration 53Q: 3 clusters Score -517114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -517116.781250 Penalty: 2996.723145
	Iteration 54Q: 3 clusters Score -517116.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -517118.843750 Penalty: 2996.723145
	Iteration 55Q: 3 clusters Score -517118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -517120.156250 Penalty: 2996.723145
	Iteration 56Q: 3 clusters Score -517120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -517122.937500 Penalty: 2996.723145
	Iteration 57Q: 3 clusters Score -517122.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -517127.156250 Penalty: 2996.723145
	Iteration 58Q: 3 clusters Score -517127.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -517130.156250 Penalty: 2996.723145
	Iteration 59Q: 3 clusters Score -517130.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -517135.968750 Penalty: 2996.723145
	Iteration 60F: 3 clusters Score -517136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -517140.843750 Penalty: 2996.723145
	Iteration 61Q: 3 clusters Score -517140.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -517143.718750 Penalty: 2996.723145
	Iteration 62Q: 3 clusters Score -517143.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -517148.906250 Penalty: 2996.723145
	Iteration 63Q: 3 clusters Score -517148.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -517151.718750 Penalty: 2996.723145
	Iteration 64Q: 3 clusters Score -517151.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -517155.062500 Penalty: 2996.723145
	Iteration 65Q: 3 clusters Score -517155.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -517157.062500 Penalty: 2996.723145
	Iteration 66Q: 3 clusters Score -517157.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -517159.375000 Penalty: 2996.723145
	Iteration 67Q: 3 clusters Score -517159.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -517161.593750 Penalty: 2996.723145
	Iteration 68Q: 3 clusters Score -517161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -517164.031250 Penalty: 2996.723145
	Iteration 69Q: 3 clusters Score -517164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -517164.468750 Penalty: 2996.723145
	Iteration 70Q: 3 clusters Score -517164.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -517166.250000 Penalty: 2996.723145
	Iteration 71Q: 3 clusters Score -517166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -517169.250000 Penalty: 2996.723145
	Iteration 72Q: 3 clusters Score -517169.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -517170.500000 Penalty: 2996.723145
	Iteration 73Q: 3 clusters Score -517170.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -517173.406250 Penalty: 2996.723145
	Iteration 74Q: 3 clusters Score -517173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -517175.437500 Penalty: 2996.723145
	Iteration 75Q: 3 clusters Score -517175.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -517177.125000 Penalty: 2996.723145
	Iteration 76Q: 3 clusters Score -517177.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -517177.593750 Penalty: 2996.723145
	Iteration 77Q: 3 clusters Score -517177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -517178.406250 Penalty: 2996.723145
	Iteration 78Q: 3 clusters Score -517178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -517179.593750 Penalty: 2996.723145
	Iteration 79Q: 3 clusters Score -517179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -517180.093750 Penalty: 2996.723145
	Iteration 80F: 3 clusters Score -517180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -517182.312500 Penalty: 2996.723145
	Iteration 81Q: 3 clusters Score -517182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -517182.375000 Penalty: 2996.723145
	Iteration 82Q: 3 clusters Score -517182.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -517184.062500 Penalty: 2996.723145
	Iteration 83Q: 3 clusters Score -517184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -517185.500000 Penalty: 2996.723145
	Iteration 84Q: 3 clusters Score -517185.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -517188.562500 Penalty: 2996.723145
	Iteration 85Q: 3 clusters Score -517188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -517191.093750 Penalty: 2996.723145
	Iteration 86Q: 3 clusters Score -517191.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -517193.000000 Penalty: 2996.723145
	Iteration 87Q: 3 clusters Score -517193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -517195.156250 Penalty: 2996.723145
	Iteration 88Q: 3 clusters Score -517195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -517195.593750 Penalty: 2996.723145
	Iteration 89Q: 3 clusters Score -517195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -517197.312500 Penalty: 2996.723145
	Iteration 90Q: 3 clusters Score -517197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -517199.843750 Penalty: 2996.723145
	Iteration 91Q: 3 clusters Score -517199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -517200.343750 Penalty: 2996.723145
	Iteration 92Q: 3 clusters Score -517200.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -517201.468750 Penalty: 2996.723145
	Iteration 93Q: 3 clusters Score -517201.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -517201.687500 Penalty: 2996.723145
	Iteration 94Q: 3 clusters Score -517201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -517203.437500 Penalty: 2996.723145
	Iteration 95Q: 3 clusters Score -517203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -517204.656250 Penalty: 2996.723145
	Iteration 96Q: 3 clusters Score -517204.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -517206.937500 Penalty: 2996.723145
	Iteration 97Q: 3 clusters Score -517206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -517208.437500 Penalty: 2996.723145
	Iteration 98Q: 3 clusters Score -517208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -517210.687500 Penalty: 2996.723145
	Iteration 99Q: 3 clusters Score -517210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -517211.250000 Penalty: 2996.723145
	Iteration 100F: 3 clusters Score -517211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -517214.343750 Penalty: 2996.723145
	Iteration 101Q: 3 clusters Score -517214.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -517214.843750 Penalty: 2996.723145
	Iteration 102Q: 3 clusters Score -517214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -517216.531250 Penalty: 2996.723145
	Iteration 103Q: 3 clusters Score -517216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -517218.000000 Penalty: 2996.723145
	Iteration 104Q: 3 clusters Score -517218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -517218.625000 Penalty: 2996.723145
	Iteration 105Q: 3 clusters Score -517218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -517218.875000 Penalty: 2996.723145
	Iteration 106Q: 3 clusters Score -517218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -517219.875000 Penalty: 2996.723145
	Iteration 107Q: 3 clusters Score -517219.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -517219.031250 Penalty: 2996.723145
	Iteration 108Q: 3 clusters Score -517219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -517219.968750 Penalty: 2996.723145
	Iteration 109Q: 3 clusters Score -517220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -517219.281250 Penalty: 2996.723145
	Iteration 110Q: 3 clusters Score -517219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -517221.843750 Penalty: 2996.723145
	Iteration 111Q: 3 clusters Score -517221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -517223.343750 Penalty: 2996.723145
	Iteration 112Q: 3 clusters Score -517223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -517223.437500 Penalty: 2996.723145
	Iteration 113Q: 3 clusters Score -517223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -517224.343750 Penalty: 2996.723145
	Iteration 114Q: 3 clusters Score -517224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -517224.093750 Penalty: 2996.723145
	Iteration 115Q: 3 clusters Score -517224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -517225.843750 Penalty: 2996.723145
	Iteration 116Q: 3 clusters Score -517225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -517228.281250 Penalty: 2996.723145
	Iteration 117Q: 3 clusters Score -517228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -517228.281250 Penalty: 2996.723145
	Iteration 118Q: 3 clusters Score -517228.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -517229.531250 Penalty: 2996.723145
	Iteration 119Q: 3 clusters Score -517229.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -517232.281250 Penalty: 2996.723145
	Iteration 120F: 3 clusters Score -517232.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -517235.156250 Penalty: 2996.723145
	Iteration 121Q: 3 clusters Score -517235.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -517236.531250 Penalty: 2996.723145
	Iteration 122Q: 3 clusters Score -517236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -517238.312500 Penalty: 2996.723145
	Iteration 123Q: 3 clusters Score -517238.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -517239.843750 Penalty: 2996.723145
	Iteration 124Q: 3 clusters Score -517239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -517239.250000 Penalty: 2996.723145
	Iteration 125Q: 3 clusters Score -517239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -517239.531250 Penalty: 2996.723145
	Iteration 126Q: 3 clusters Score -517239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -517238.562500 Penalty: 2996.723145
	Iteration 127Q: 3 clusters Score -517238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -517239.718750 Penalty: 2996.723145
	Iteration 128Q: 3 clusters Score -517239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -517239.718750 Penalty: 2996.723145
	Iteration 129F: 3 clusters Score -517239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -282629.218750 Penalty: 1395.402466
	Iteration 0F: 2 clusters Score -282629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -278468.250000 Penalty: 2790.804932
	Iteration 0F: 3 clusters Score -278468.2 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -279676.312500 Penalty: 2790.804932
	Iteration 1F: 3 clusters Score -279676.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -279869.718750 Penalty: 2790.804932
	Iteration 2F: 3 clusters Score -279869.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -280015.750000 Penalty: 2790.804932
	Iteration 3F: 3 clusters Score -280015.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -280160.312500 Penalty: 2790.804932
	Iteration 4Q: 3 clusters Score -280160.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -280346.937500 Penalty: 2790.804932
	Iteration 5Q: 3 clusters Score -280346.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -280543.437500 Penalty: 2790.804932
	Iteration 6Q: 3 clusters Score -280543.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -280793.625000 Penalty: 2790.804932
	Iteration 7F: 3 clusters Score -280793.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281006.406250 Penalty: 2790.804932
	Iteration 8F: 3 clusters Score -281006.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -281170.843750 Penalty: 2790.804932
	Iteration 9Q: 3 clusters Score -281170.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -281304.281250 Penalty: 2790.804932
	Iteration 10Q: 3 clusters Score -281304.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -281417.218750 Penalty: 2790.804932
	Iteration 11Q: 3 clusters Score -281417.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -281532.843750 Penalty: 2790.804932
	Iteration 12Q: 3 clusters Score -281532.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -281623.562500 Penalty: 2790.804932
	Iteration 13Q: 3 clusters Score -281623.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -281683.562500 Penalty: 2790.804932
	Iteration 14Q: 3 clusters Score -281683.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -281730.468750 Penalty: 2790.804932
	Iteration 15Q: 3 clusters Score -281730.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -281785.750000 Penalty: 2790.804932
	Iteration 16Q: 3 clusters Score -281785.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -281820.000000 Penalty: 2790.804932
	Iteration 17Q: 3 clusters Score -281820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -281848.343750 Penalty: 2790.804932
	Iteration 18Q: 3 clusters Score -281848.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -281876.687500 Penalty: 2790.804932
	Iteration 19Q: 3 clusters Score -281876.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -281900.437500 Penalty: 2790.804932
	Iteration 20F: 3 clusters Score -281900.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -281918.531250 Penalty: 2790.804932
	Iteration 21Q: 3 clusters Score -281918.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -281928.750000 Penalty: 2790.804932
	Iteration 22Q: 3 clusters Score -281928.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -281937.281250 Penalty: 2790.804932
	Iteration 23Q: 3 clusters Score -281937.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -281947.093750 Penalty: 2790.804932
	Iteration 24Q: 3 clusters Score -281947.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -281953.187500 Penalty: 2790.804932
	Iteration 25Q: 3 clusters Score -281953.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -281959.312500 Penalty: 2790.804932
	Iteration 26Q: 3 clusters Score -281959.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -281964.625000 Penalty: 2790.804932
	Iteration 27Q: 3 clusters Score -281964.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -281974.562500 Penalty: 2790.804932
	Iteration 28Q: 3 clusters Score -281974.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -281979.562500 Penalty: 2790.804932
	Iteration 29Q: 3 clusters Score -281979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -281983.500000 Penalty: 2790.804932
	Iteration 30Q: 3 clusters Score -281983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -281992.875000 Penalty: 2790.804932
	Iteration 31Q: 3 clusters Score -281992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -281997.812500 Penalty: 2790.804932
	Iteration 32Q: 3 clusters Score -281997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -281999.781250 Penalty: 2790.804932
	Iteration 33Q: 3 clusters Score -281999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -282002.687500 Penalty: 2790.804932
	Iteration 34Q: 3 clusters Score -282002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -282006.250000 Penalty: 2790.804932
	Iteration 35Q: 3 clusters Score -282006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -282006.062500 Penalty: 2790.804932
	Iteration 36Q: 3 clusters Score -282006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -282006.343750 Penalty: 2790.804932
	Iteration 37Q: 3 clusters Score -282006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -282006.750000 Penalty: 2790.804932
	Iteration 38Q: 3 clusters Score -282006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -282006.656250 Penalty: 2790.804932
	Iteration 39Q: 3 clusters Score -282006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -282007.093750 Penalty: 2790.804932
	Iteration 40F: 3 clusters Score -282007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -282007.343750 Penalty: 2790.804932
	Iteration 41Q: 3 clusters Score -282007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -282007.437500 Penalty: 2790.804932
	Iteration 42Q: 3 clusters Score -282007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -282007.437500 Penalty: 2790.804932
	Iteration 43F: 3 clusters Score -282007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -313526.656250 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -313526.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -309311.218750 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -309311.2 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -310481.375000 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -310481.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -310733.406250 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -310733.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -310962.875000 Penalty: 2792.015137
	Iteration 3F: 3 clusters Score -310962.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -311263.437500 Penalty: 2792.015137
	Iteration 4F: 3 clusters Score -311263.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -311556.375000 Penalty: 2792.015137
	Iteration 5F: 3 clusters Score -311556.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -311837.906250 Penalty: 2792.015137
	Iteration 6F: 3 clusters Score -311837.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -312127.343750 Penalty: 2792.015137
	Iteration 7F: 3 clusters Score -312127.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -312425.125000 Penalty: 2792.015137
	Iteration 8F: 3 clusters Score -312425.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -312672.250000 Penalty: 2792.015137
	Iteration 9Q: 3 clusters Score -312672.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -312874.656250 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -312874.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -313006.593750 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -313006.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -313101.093750 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -313101.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -313182.312500 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -313182.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -313236.843750 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -313236.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -313269.531250 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -313269.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -313290.093750 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -313290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -313303.031250 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -313303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -313310.156250 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -313310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -313312.218750 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -313312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -313313.187500 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -313313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -313315.125000 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -313315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -313315.937500 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -313315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -313316.375000 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -313316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -313316.375000 Penalty: 2792.015137
	Iteration 24F: 3 clusters Score -313316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -232301.671875 Penalty: 1356.483398
	Iteration 0F: 2 clusters Score -232301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -228830.531250 Penalty: 2712.966797
	Iteration 0F: 3 clusters Score -228830.5 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -230083.062500 Penalty: 2712.966797
	Iteration 1F: 3 clusters Score -230083.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -230683.234375 Penalty: 2712.966797
	Iteration 2F: 3 clusters Score -230683.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -231281.234375 Penalty: 2712.966797
	Iteration 3F: 3 clusters Score -231281.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -231737.093750 Penalty: 2712.966797
	Iteration 4F: 3 clusters Score -231737.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -232015.156250 Penalty: 2712.966797
	Iteration 5F: 3 clusters Score -232015.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -232155.593750 Penalty: 2712.966797
	Iteration 6Q: 3 clusters Score -232155.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -232227.593750 Penalty: 2712.966797
	Iteration 7Q: 3 clusters Score -232227.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -232278.890625 Penalty: 2712.966797
	Iteration 8Q: 3 clusters Score -232278.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -232310.156250 Penalty: 2712.966797
	Iteration 9Q: 3 clusters Score -232310.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -232330.203125 Penalty: 2712.966797
	Iteration 10Q: 3 clusters Score -232330.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -232340.468750 Penalty: 2712.966797
	Iteration 11Q: 3 clusters Score -232340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -232348.953125 Penalty: 2712.966797
	Iteration 12Q: 3 clusters Score -232349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -232354.125000 Penalty: 2712.966797
	Iteration 13Q: 3 clusters Score -232354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232357.343750 Penalty: 2712.966797
	Iteration 14Q: 3 clusters Score -232357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232358.718750 Penalty: 2712.966797
	Iteration 15Q: 3 clusters Score -232358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -232359.703125 Penalty: 2712.966797
	Iteration 16Q: 3 clusters Score -232359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -232360.453125 Penalty: 2712.966797
	Iteration 17Q: 3 clusters Score -232360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232360.953125 Penalty: 2712.966797
	Iteration 18Q: 3 clusters Score -232361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232361.937500 Penalty: 2712.966797
	Iteration 19Q: 3 clusters Score -232361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -232361.921875 Penalty: 2712.966797
	Iteration 20F: 3 clusters Score -232361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 126403 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 1427 members 
Entering Unmasked Estep 
Score: -30904274.000000 Penalty: 73023.601562
Splitting cluster 10 changes total score from -30902982.000000 to -30904274.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (11407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Entering Unmasked Estep 
Score: -684878.375000 Penalty: 1518.072266
	Iteration 0F: 2 clusters Score -684878.4 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 5772 members 
Entering Unmasked Estep 
Score: -676782.187500 Penalty: 3036.144531
	Iteration 0F: 3 clusters Score -676782.2 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -679720.250000 Penalty: 3036.144531
	Iteration 1F: 3 clusters Score -679720.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -680314.000000 Penalty: 3036.144531
	Iteration 2F: 3 clusters Score -680314 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -681032.312500 Penalty: 3036.144531
	Iteration 3F: 3 clusters Score -681032.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -681723.000000 Penalty: 3036.144531
	Iteration 4F: 3 clusters Score -681723 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -682224.187500 Penalty: 3036.144531
	Iteration 5F: 3 clusters Score -682224.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -682507.062500 Penalty: 3036.144531
	Iteration 6Q: 3 clusters Score -682507.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -682656.062500 Penalty: 3036.144531
	Iteration 7Q: 3 clusters Score -682656.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -682738.187500 Penalty: 3036.144531
	Iteration 8Q: 3 clusters Score -682738.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -682795.125000 Penalty: 3036.144531
	Iteration 9Q: 3 clusters Score -682795.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -682831.187500 Penalty: 3036.144531
	Iteration 10Q: 3 clusters Score -682831.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -682868.500000 Penalty: 3036.144531
	Iteration 11Q: 3 clusters Score -682868.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -682904.500000 Penalty: 3036.144531
	Iteration 12Q: 3 clusters Score -682904.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -682930.812500 Penalty: 3036.144531
	Iteration 13Q: 3 clusters Score -682930.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -682958.625000 Penalty: 3036.144531
	Iteration 14Q: 3 clusters Score -682958.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -682987.250000 Penalty: 3036.144531
	Iteration 15Q: 3 clusters Score -682987.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -683019.375000 Penalty: 3036.144531
	Iteration 16Q: 3 clusters Score -683019.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -683046.500000 Penalty: 3036.144531
	Iteration 17Q: 3 clusters Score -683046.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -683082.750000 Penalty: 3036.144531
	Iteration 18Q: 3 clusters Score -683082.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -683118.000000 Penalty: 3036.144531
	Iteration 19Q: 3 clusters Score -683118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -683157.375000 Penalty: 3036.144531
	Iteration 20F: 3 clusters Score -683157.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -683198.750000 Penalty: 3036.144531
	Iteration 21Q: 3 clusters Score -683198.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -683240.750000 Penalty: 3036.144531
	Iteration 22Q: 3 clusters Score -683240.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -683288.437500 Penalty: 3036.144531
	Iteration 23Q: 3 clusters Score -683288.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -683334.812500 Penalty: 3036.144531
	Iteration 24Q: 3 clusters Score -683334.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -683371.250000 Penalty: 3036.144531
	Iteration 25Q: 3 clusters Score -683371.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -683420.625000 Penalty: 3036.144531
	Iteration 26Q: 3 clusters Score -683420.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -683457.125000 Penalty: 3036.144531
	Iteration 27Q: 3 clusters Score -683457.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -683492.000000 Penalty: 3036.144531
	Iteration 28Q: 3 clusters Score -683492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -683515.750000 Penalty: 3036.144531
	Iteration 29Q: 3 clusters Score -683515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -683532.125000 Penalty: 3036.144531
	Iteration 30Q: 3 clusters Score -683532.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -683556.500000 Penalty: 3036.144531
	Iteration 31Q: 3 clusters Score -683556.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -683571.812500 Penalty: 3036.144531
	Iteration 32Q: 3 clusters Score -683571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -683587.375000 Penalty: 3036.144531
	Iteration 33Q: 3 clusters Score -683587.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -683592.812500 Penalty: 3036.144531
	Iteration 34Q: 3 clusters Score -683592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -683594.125000 Penalty: 3036.144531
	Iteration 35Q: 3 clusters Score -683594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -683596.562500 Penalty: 3036.144531
	Iteration 36Q: 3 clusters Score -683596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -683598.187500 Penalty: 3036.144531
	Iteration 37Q: 3 clusters Score -683598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -683598.562500 Penalty: 3036.144531
	Iteration 38Q: 3 clusters Score -683598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -683601.062500 Penalty: 3036.144531
	Iteration 39Q: 3 clusters Score -683601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -683602.187500 Penalty: 3036.144531
	Iteration 40F: 3 clusters Score -683602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -683603.125000 Penalty: 3036.144531
	Iteration 41Q: 3 clusters Score -683603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -683604.625000 Penalty: 3036.144531
	Iteration 42Q: 3 clusters Score -683604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -683605.250000 Penalty: 3036.144531
	Iteration 43Q: 3 clusters Score -683605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -683606.875000 Penalty: 3036.144531
	Iteration 44Q: 3 clusters Score -683606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -683610.062500 Penalty: 3036.144531
	Iteration 45Q: 3 clusters Score -683610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -683611.437500 Penalty: 3036.144531
	Iteration 46Q: 3 clusters Score -683611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -683615.062500 Penalty: 3036.144531
	Iteration 47Q: 3 clusters Score -683615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -683618.125000 Penalty: 3036.144531
	Iteration 48Q: 3 clusters Score -683618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -683618.812500 Penalty: 3036.144531
	Iteration 49Q: 3 clusters Score -683618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -683618.437500 Penalty: 3036.144531
	Iteration 50Q: 3 clusters Score -683618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -683618.437500 Penalty: 3036.144531
	Iteration 51F: 3 clusters Score -683618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Entering Unmasked Estep 
Score: -4797457.000000 Penalty: 1836.604126
	Iteration 0F: 2 clusters Score -4797457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -4743486.500000 Penalty: 3673.208252
	Iteration 0F: 3 clusters Score -4743486 nChanged 38419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4765823.500000 Penalty: 3673.208252
	Iteration 1F: 3 clusters Score -4765824 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4766829.000000 Penalty: 3673.208252
	Iteration 2Q: 3 clusters Score -4766829 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4768371.500000 Penalty: 3673.208252
	Iteration 3Q: 3 clusters Score -4768372 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4770620.000000 Penalty: 3673.208252
	Iteration 4F: 3 clusters Score -4770620 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4773803.500000 Penalty: 3673.208252
	Iteration 5F: 3 clusters Score -4773804 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4777411.000000 Penalty: 3673.208252
	Iteration 6F: 3 clusters Score -4777411 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4780961.500000 Penalty: 3673.208252
	Iteration 7F: 3 clusters Score -4780962 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4784434.000000 Penalty: 3673.208252
	Iteration 8F: 3 clusters Score -4784434 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4787635.000000 Penalty: 3673.208252
	Iteration 9F: 3 clusters Score -4787635 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4790577.500000 Penalty: 3673.208252
	Iteration 10Q: 3 clusters Score -4790578 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4792733.500000 Penalty: 3673.208252
	Iteration 11Q: 3 clusters Score -4792734 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4794131.000000 Penalty: 3673.208252
	Iteration 12Q: 3 clusters Score -4794131 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4794944.500000 Penalty: 3673.208252
	Iteration 13Q: 3 clusters Score -4794944 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4795327.500000 Penalty: 3673.208252
	Iteration 14Q: 3 clusters Score -4795328 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4795559.000000 Penalty: 3673.208252
	Iteration 15Q: 3 clusters Score -4795559 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4795675.000000 Penalty: 3673.208252
	Iteration 16Q: 3 clusters Score -4795675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4795760.500000 Penalty: 3673.208252
	Iteration 17Q: 3 clusters Score -4795760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4795801.000000 Penalty: 3673.208252
	Iteration 18Q: 3 clusters Score -4795801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4795837.000000 Penalty: 3673.208252
	Iteration 19Q: 3 clusters Score -4795837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4795851.500000 Penalty: 3673.208252
	Iteration 20F: 3 clusters Score -4795852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4795868.500000 Penalty: 3673.208252
	Iteration 21Q: 3 clusters Score -4795868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4795880.500000 Penalty: 3673.208252
	Iteration 22Q: 3 clusters Score -4795880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4795886.000000 Penalty: 3673.208252
	Iteration 23Q: 3 clusters Score -4795886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4795890.000000 Penalty: 3673.208252
	Iteration 24Q: 3 clusters Score -4795890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4795892.500000 Penalty: 3673.208252
	Iteration 25Q: 3 clusters Score -4795892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4795902.000000 Penalty: 3673.208252
	Iteration 26Q: 3 clusters Score -4795902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4795899.000000 Penalty: 3673.208252
	Iteration 27Q: 3 clusters Score -4795899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4795906.500000 Penalty: 3673.208252
	Iteration 28Q: 3 clusters Score -4795906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4795902.500000 Penalty: 3673.208252
	Iteration 29Q: 3 clusters Score -4795902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4795910.500000 Penalty: 3673.208252
	Iteration 30Q: 3 clusters Score -4795910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4795912.000000 Penalty: 3673.208252
	Iteration 31Q: 3 clusters Score -4795912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4795911.000000 Penalty: 3673.208252
	Iteration 32Q: 3 clusters Score -4795911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4795910.500000 Penalty: 3673.208252
	Iteration 33Q: 3 clusters Score -4795910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4795914.500000 Penalty: 3673.208252
	Iteration 34Q: 3 clusters Score -4795914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4795919.500000 Penalty: 3673.208252
	Iteration 35Q: 3 clusters Score -4795920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4795925.000000 Penalty: 3673.208252
	Iteration 36Q: 3 clusters Score -4795925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4795925.000000 Penalty: 3673.208252
	Iteration 37Q: 3 clusters Score -4795925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4795927.500000 Penalty: 3673.208252
	Iteration 38Q: 3 clusters Score -4795928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4795925.000000 Penalty: 3673.208252
	Iteration 39Q: 3 clusters Score -4795925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4795926.000000 Penalty: 3673.208252
	Iteration 40F: 3 clusters Score -4795926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -286614.718750 Penalty: 1377.511963
	Iteration 0F: 2 clusters Score -286614.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -282745.718750 Penalty: 2755.023926
	Iteration 0F: 3 clusters Score -282745.7 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -283817.312500 Penalty: 2755.023926
	Iteration 1F: 3 clusters Score -283817.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -284112.000000 Penalty: 2755.023926
	Iteration 2F: 3 clusters Score -284112 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -284543.218750 Penalty: 2755.023926
	Iteration 3F: 3 clusters Score -284543.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -284952.812500 Penalty: 2755.023926
	Iteration 4F: 3 clusters Score -284952.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -285330.031250 Penalty: 2755.023926
	Iteration 5F: 3 clusters Score -285330 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -285697.718750 Penalty: 2755.023926
	Iteration 6F: 3 clusters Score -285697.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -285982.593750 Penalty: 2755.023926
	Iteration 7F: 3 clusters Score -285982.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -286151.000000 Penalty: 2755.023926
	Iteration 8Q: 3 clusters Score -286151 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -286260.781250 Penalty: 2755.023926
	Iteration 9Q: 3 clusters Score -286260.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -286341.250000 Penalty: 2755.023926
	Iteration 10Q: 3 clusters Score -286341.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -286395.562500 Penalty: 2755.023926
	Iteration 11Q: 3 clusters Score -286395.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -286432.781250 Penalty: 2755.023926
	Iteration 12Q: 3 clusters Score -286432.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286464.593750 Penalty: 2755.023926
	Iteration 13Q: 3 clusters Score -286464.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286487.343750 Penalty: 2755.023926
	Iteration 14Q: 3 clusters Score -286487.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -286497.593750 Penalty: 2755.023926
	Iteration 15Q: 3 clusters Score -286497.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286502.781250 Penalty: 2755.023926
	Iteration 16Q: 3 clusters Score -286502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286506.437500 Penalty: 2755.023926
	Iteration 17Q: 3 clusters Score -286506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286508.093750 Penalty: 2755.023926
	Iteration 18Q: 3 clusters Score -286508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -286509.750000 Penalty: 2755.023926
	Iteration 19Q: 3 clusters Score -286509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286510.750000 Penalty: 2755.023926
	Iteration 20F: 3 clusters Score -286510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286510.718750 Penalty: 2755.023926
	Iteration 21Q: 3 clusters Score -286510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286511.843750 Penalty: 2755.023926
	Iteration 22Q: 3 clusters Score -286511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -286511.937500 Penalty: 2755.023926
	Iteration 23Q: 3 clusters Score -286511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286512.593750 Penalty: 2755.023926
	Iteration 24Q: 3 clusters Score -286512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286513.187500 Penalty: 2755.023926
	Iteration 25Q: 3 clusters Score -286513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286512.968750 Penalty: 2755.023926
	Iteration 26Q: 3 clusters Score -286513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286512.968750 Penalty: 2755.023926
	Iteration 27F: 3 clusters Score -286513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Entering Unmasked Estep 
Score: -4106870.500000 Penalty: 1807.454468
	Iteration 0F: 2 clusters Score -4106870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4061671.500000 Penalty: 3614.908936
	Iteration 0F: 3 clusters Score -4061672 nChanged 31929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4079914.000000 Penalty: 3614.908936
	Iteration 1F: 3 clusters Score -4079914 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4080694.500000 Penalty: 3614.908936
	Iteration 2Q: 3 clusters Score -4080694 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4081722.500000 Penalty: 3614.908936
	Iteration 3Q: 3 clusters Score -4081722 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4083169.250000 Penalty: 3614.908936
	Iteration 4Q: 3 clusters Score -4083169 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4085146.000000 Penalty: 3614.908936
	Iteration 5F: 3 clusters Score -4085146 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4087542.500000 Penalty: 3614.908936
	Iteration 6F: 3 clusters Score -4087542 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4089917.500000 Penalty: 3614.908936
	Iteration 7F: 3 clusters Score -4089918 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4092083.750000 Penalty: 3614.908936
	Iteration 8F: 3 clusters Score -4092084 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4093836.000000 Penalty: 3614.908936
	Iteration 9Q: 3 clusters Score -4093836 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4095244.500000 Penalty: 3614.908936
	Iteration 10Q: 3 clusters Score -4095244 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4096492.000000 Penalty: 3614.908936
	Iteration 11Q: 3 clusters Score -4096492 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4097674.500000 Penalty: 3614.908936
	Iteration 12Q: 3 clusters Score -4097674 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4098798.250000 Penalty: 3614.908936
	Iteration 13Q: 3 clusters Score -4098798 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4099949.750000 Penalty: 3614.908936
	Iteration 14Q: 3 clusters Score -4099950 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -4101120.500000 Penalty: 3614.908936
	Iteration 15Q: 3 clusters Score -4101120 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4102265.750000 Penalty: 3614.908936
	Iteration 16Q: 3 clusters Score -4102266 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4103252.000000 Penalty: 3614.908936
	Iteration 17Q: 3 clusters Score -4103252 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4104131.250000 Penalty: 3614.908936
	Iteration 18Q: 3 clusters Score -4104131 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4104861.500000 Penalty: 3614.908936
	Iteration 19Q: 3 clusters Score -4104862 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4105411.500000 Penalty: 3614.908936
	Iteration 20F: 3 clusters Score -4105412 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4105770.750000 Penalty: 3614.908936
	Iteration 21Q: 3 clusters Score -4105771 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4106014.250000 Penalty: 3614.908936
	Iteration 22Q: 3 clusters Score -4106014 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4106156.250000 Penalty: 3614.908936
	Iteration 23Q: 3 clusters Score -4106156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4106205.250000 Penalty: 3614.908936
	Iteration 24Q: 3 clusters Score -4106205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4106223.000000 Penalty: 3614.908936
	Iteration 25Q: 3 clusters Score -4106223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4106253.250000 Penalty: 3614.908936
	Iteration 26Q: 3 clusters Score -4106253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4106267.500000 Penalty: 3614.908936
	Iteration 27Q: 3 clusters Score -4106268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4106290.250000 Penalty: 3614.908936
	Iteration 28Q: 3 clusters Score -4106290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4106300.500000 Penalty: 3614.908936
	Iteration 29Q: 3 clusters Score -4106300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4106309.750000 Penalty: 3614.908936
	Iteration 30Q: 3 clusters Score -4106310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4106316.000000 Penalty: 3614.908936
	Iteration 31Q: 3 clusters Score -4106316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4106322.000000 Penalty: 3614.908936
	Iteration 32Q: 3 clusters Score -4106322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4106322.500000 Penalty: 3614.908936
	Iteration 33Q: 3 clusters Score -4106322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4106325.500000 Penalty: 3614.908936
	Iteration 34Q: 3 clusters Score -4106326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4106325.000000 Penalty: 3614.908936
	Iteration 35Q: 3 clusters Score -4106325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4106327.750000 Penalty: 3614.908936
	Iteration 36Q: 3 clusters Score -4106328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4106332.500000 Penalty: 3614.908936
	Iteration 37Q: 3 clusters Score -4106332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4106334.500000 Penalty: 3614.908936
	Iteration 38Q: 3 clusters Score -4106334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4106339.250000 Penalty: 3614.908936
	Iteration 39Q: 3 clusters Score -4106339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4106344.000000 Penalty: 3614.908936
	Iteration 40F: 3 clusters Score -4106344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4106344.000000 Penalty: 3614.908936
	Iteration 41Q: 3 clusters Score -4106344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4106344.000000 Penalty: 3614.908936
	Iteration 42F: 3 clusters Score -4106344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Entering Unmasked Estep 
Score: -7508502.000000 Penalty: 1908.924927
	Iteration 0F: 2 clusters Score -7508502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -7424122.000000 Penalty: 3817.849854
	Iteration 0F: 3 clusters Score -7424122 nChanged 60601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -7459648.500000 Penalty: 3817.849854
	Iteration 1F: 3 clusters Score -7459648 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -7460952.500000 Penalty: 3817.849854
	Iteration 2Q: 3 clusters Score -7460952 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -7462759.000000 Penalty: 3817.849854
	Iteration 3Q: 3 clusters Score -7462759 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -7466096.500000 Penalty: 3817.849854
	Iteration 4F: 3 clusters Score -7466096 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -7471089.500000 Penalty: 3817.849854
	Iteration 5F: 3 clusters Score -7471090 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -7477278.500000 Penalty: 3817.849854
	Iteration 6F: 3 clusters Score -7477278 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -7483269.500000 Penalty: 3817.849854
	Iteration 7F: 3 clusters Score -7483270 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -7488413.000000 Penalty: 3817.849854
	Iteration 8F: 3 clusters Score -7488413 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -7492621.000000 Penalty: 3817.849854
	Iteration 9Q: 3 clusters Score -7492621 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -7496659.000000 Penalty: 3817.849854
	Iteration 10Q: 3 clusters Score -7496659 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -7500395.500000 Penalty: 3817.849854
	Iteration 11Q: 3 clusters Score -7500396 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 105059 members 
Entering Unmasked Estep 
Score: -7503458.000000 Penalty: 3817.849854
	Iteration 12Q: 3 clusters Score -7503458 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -7505522.500000 Penalty: 3817.849854
	Iteration 13Q: 3 clusters Score -7505522 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -7506479.500000 Penalty: 3817.849854
	Iteration 14Q: 3 clusters Score -7506480 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -7507152.500000 Penalty: 3817.849854
	Iteration 15Q: 3 clusters Score -7507152 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -7507666.000000 Penalty: 3817.849854
	Iteration 16Q: 3 clusters Score -7507666 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -7508078.500000 Penalty: 3817.849854
	Iteration 17Q: 3 clusters Score -7508078 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -7508454.500000 Penalty: 3817.849854
	Iteration 18Q: 3 clusters Score -7508454 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 111692 members 
Entering Unmasked Estep 
Score: -7508904.500000 Penalty: 3817.849854
	Iteration 19Q: 3 clusters Score -7508904 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -7509308.500000 Penalty: 3817.849854
	Iteration 20F: 3 clusters Score -7509308 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 112929 members 
Entering Unmasked Estep 
Score: -7509545.500000 Penalty: 3817.849854
	Iteration 21Q: 3 clusters Score -7509546 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -7509721.000000 Penalty: 3817.849854
	Iteration 22Q: 3 clusters Score -7509721 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -7509816.500000 Penalty: 3817.849854
	Iteration 23Q: 3 clusters Score -7509816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 114041 members 
Entering Unmasked Estep 
Score: -7509877.500000 Penalty: 3817.849854
	Iteration 24Q: 3 clusters Score -7509878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -7509925.000000 Penalty: 3817.849854
	Iteration 25Q: 3 clusters Score -7509925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -7509939.500000 Penalty: 3817.849854
	Iteration 26Q: 3 clusters Score -7509940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 114562 members 
Entering Unmasked Estep 
Score: -7509947.000000 Penalty: 3817.849854
	Iteration 27Q: 3 clusters Score -7509947 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -7509967.000000 Penalty: 3817.849854
	Iteration 28Q: 3 clusters Score -7509967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 114803 members 
Entering Unmasked Estep 
Score: -7510000.500000 Penalty: 3817.849854
	Iteration 29Q: 3 clusters Score -7510000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -7510003.000000 Penalty: 3817.849854
	Iteration 30Q: 3 clusters Score -7510003 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
Score: -7510014.000000 Penalty: 3817.849854
	Iteration 31Q: 3 clusters Score -7510014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -7510037.000000 Penalty: 3817.849854
	Iteration 32Q: 3 clusters Score -7510037 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
Score: -7510077.000000 Penalty: 3817.849854
	Iteration 33Q: 3 clusters Score -7510077 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -7510072.500000 Penalty: 3817.849854
	Iteration 34Q: 3 clusters Score -7510072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -7510095.000000 Penalty: 3817.849854
	Iteration 35Q: 3 clusters Score -7510095 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -7510107.500000 Penalty: 3817.849854
	Iteration 36Q: 3 clusters Score -7510108 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 115725 members 
Entering Unmasked Estep 
Score: -7510108.000000 Penalty: 3817.849854
	Iteration 37Q: 3 clusters Score -7510108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -7510121.000000 Penalty: 3817.849854
	Iteration 38Q: 3 clusters Score -7510121 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -7510125.000000 Penalty: 3817.849854
	Iteration 39Q: 3 clusters Score -7510125 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -7510146.000000 Penalty: 3817.849854
	Iteration 40F: 3 clusters Score -7510146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -7510162.500000 Penalty: 3817.849854
	Iteration 41Q: 3 clusters Score -7510162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -7510178.000000 Penalty: 3817.849854
	Iteration 42Q: 3 clusters Score -7510178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -7510190.000000 Penalty: 3817.849854
	Iteration 43Q: 3 clusters Score -7510190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -7510206.000000 Penalty: 3817.849854
	Iteration 44Q: 3 clusters Score -7510206 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -7510228.000000 Penalty: 3817.849854
	Iteration 45Q: 3 clusters Score -7510228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -7510240.500000 Penalty: 3817.849854
	Iteration 46Q: 3 clusters Score -7510240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 116793 members 
Entering Unmasked Estep 
Score: -7510261.000000 Penalty: 3817.849854
	Iteration 47Q: 3 clusters Score -7510261 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -7510276.500000 Penalty: 3817.849854
	Iteration 48Q: 3 clusters Score -7510276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -7510270.500000 Penalty: 3817.849854
	Iteration 49Q: 3 clusters Score -7510270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -7510288.500000 Penalty: 3817.849854
	Iteration 50Q: 3 clusters Score -7510288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -7510300.000000 Penalty: 3817.849854
	Iteration 51Q: 3 clusters Score -7510300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -7510313.000000 Penalty: 3817.849854
	Iteration 52Q: 3 clusters Score -7510313 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -7510327.000000 Penalty: 3817.849854
	Iteration 53Q: 3 clusters Score -7510327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 117546 members 
Entering Unmasked Estep 
Score: -7510326.000000 Penalty: 3817.849854
	Iteration 54Q: 3 clusters Score -7510326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -7510336.000000 Penalty: 3817.849854
	Iteration 55Q: 3 clusters Score -7510336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -7510325.000000 Penalty: 3817.849854
	Iteration 56Q: 3 clusters Score -7510325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -7510319.000000 Penalty: 3817.849854
	Iteration 57Q: 3 clusters Score -7510319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -7510322.000000 Penalty: 3817.849854
	Iteration 58Q: 3 clusters Score -7510322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -7510334.000000 Penalty: 3817.849854
	Iteration 59Q: 3 clusters Score -7510334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 117820 members 
Entering Unmasked Estep 
Score: -7510331.500000 Penalty: 3817.849854
	Iteration 60F: 3 clusters Score -7510332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -7510327.500000 Penalty: 3817.849854
	Iteration 61Q: 3 clusters Score -7510328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -7510338.000000 Penalty: 3817.849854
	Iteration 62Q: 3 clusters Score -7510338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -7510333.500000 Penalty: 3817.849854
	Iteration 63Q: 3 clusters Score -7510334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 117931 members 
Entering Unmasked Estep 
Score: -7510344.500000 Penalty: 3817.849854
	Iteration 64Q: 3 clusters Score -7510344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -7510347.500000 Penalty: 3817.849854
	Iteration 65Q: 3 clusters Score -7510348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
Score: -7510347.000000 Penalty: 3817.849854
	Iteration 66Q: 3 clusters Score -7510347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -7510347.500000 Penalty: 3817.849854
	Iteration 67Q: 3 clusters Score -7510348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -7510345.000000 Penalty: 3817.849854
	Iteration 68Q: 3 clusters Score -7510345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -7510358.500000 Penalty: 3817.849854
	Iteration 69Q: 3 clusters Score -7510358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -7510364.500000 Penalty: 3817.849854
	Iteration 70Q: 3 clusters Score -7510364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -7510370.000000 Penalty: 3817.849854
	Iteration 71Q: 3 clusters Score -7510370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -7510374.000000 Penalty: 3817.849854
	Iteration 72Q: 3 clusters Score -7510374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 118145 members 
Entering Unmasked Estep 
Score: -7510377.500000 Penalty: 3817.849854
	Iteration 73Q: 3 clusters Score -7510378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -7510375.000000 Penalty: 3817.849854
	Iteration 74Q: 3 clusters Score -7510375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -7510381.000000 Penalty: 3817.849854
	Iteration 75Q: 3 clusters Score -7510381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -7510376.000000 Penalty: 3817.849854
	Iteration 76Q: 3 clusters Score -7510376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -7510389.500000 Penalty: 3817.849854
	Iteration 77Q: 3 clusters Score -7510390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -7510388.500000 Penalty: 3817.849854
	Iteration 78Q: 3 clusters Score -7510388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -7510393.500000 Penalty: 3817.849854
	Iteration 79Q: 3 clusters Score -7510394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -7510395.000000 Penalty: 3817.849854
	Iteration 80F: 3 clusters Score -7510395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -7510403.500000 Penalty: 3817.849854
	Iteration 81Q: 3 clusters Score -7510404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -7510392.000000 Penalty: 3817.849854
	Iteration 82Q: 3 clusters Score -7510392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -7510391.000000 Penalty: 3817.849854
	Iteration 83Q: 3 clusters Score -7510391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 118405 members 
Entering Unmasked Estep 
Score: -7510393.000000 Penalty: 3817.849854
	Iteration 84Q: 3 clusters Score -7510393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -7510396.000000 Penalty: 3817.849854
	Iteration 85Q: 3 clusters Score -7510396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -7510390.000000 Penalty: 3817.849854
	Iteration 86Q: 3 clusters Score -7510390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -7510390.000000 Penalty: 3817.849854
	Iteration 87Q: 3 clusters Score -7510390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -7510394.500000 Penalty: 3817.849854
	Iteration 88Q: 3 clusters Score -7510394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -7510395.000000 Penalty: 3817.849854
	Iteration 89Q: 3 clusters Score -7510395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -7510391.500000 Penalty: 3817.849854
	Iteration 90Q: 3 clusters Score -7510392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -7510396.000000 Penalty: 3817.849854
	Iteration 91Q: 3 clusters Score -7510396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -7510391.000000 Penalty: 3817.849854
	Iteration 92Q: 3 clusters Score -7510391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -7510394.000000 Penalty: 3817.849854
	Iteration 93Q: 3 clusters Score -7510394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -7510388.000000 Penalty: 3817.849854
	Iteration 94Q: 3 clusters Score -7510388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -7510392.500000 Penalty: 3817.849854
	Iteration 95Q: 3 clusters Score -7510392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 118557 members 
Entering Unmasked Estep 
Score: -7510405.000000 Penalty: 3817.849854
	Iteration 96Q: 3 clusters Score -7510405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -7510405.500000 Penalty: 3817.849854
	Iteration 97Q: 3 clusters Score -7510406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -7510408.500000 Penalty: 3817.849854
	Iteration 98Q: 3 clusters Score -7510408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -7510407.000000 Penalty: 3817.849854
	Iteration 99Q: 3 clusters Score -7510407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 118565 members 
Entering Unmasked Estep 
Score: -7510407.000000 Penalty: 3817.849854
	Iteration 100F: 3 clusters Score -7510407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
Score: -7510402.500000 Penalty: 3817.849854
	Iteration 101Q: 3 clusters Score -7510402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
Score: -7510402.500000 Penalty: 3817.849854
	Iteration 102F: 3 clusters Score -7510402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 118566 members 
Entering Unmasked Estep 
Score: -30905870.000000 Penalty: 75171.351562
Splitting cluster 15 changes total score from -30902982.000000 to -30905870.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -111974.414062 Penalty: 1277.780884
	Iteration 0F: 2 clusters Score -111974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -109548.328125 Penalty: 2555.561768
	Iteration 0F: 3 clusters Score -109548.3 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -110335.203125 Penalty: 2555.561768
	Iteration 1F: 3 clusters Score -110335.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -110603.078125 Penalty: 2555.561768
	Iteration 2F: 3 clusters Score -110603.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -110759.382812 Penalty: 2555.561768
	Iteration 3F: 3 clusters Score -110759.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -110901.156250 Penalty: 2555.561768
	Iteration 4Q: 3 clusters Score -110901.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -111030.203125 Penalty: 2555.561768
	Iteration 5Q: 3 clusters Score -111030.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -111144.289062 Penalty: 2555.561768
	Iteration 6Q: 3 clusters Score -111144.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -111256.000000 Penalty: 2555.561768
	Iteration 7Q: 3 clusters Score -111256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -111369.656250 Penalty: 2555.561768
	Iteration 8Q: 3 clusters Score -111369.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -111489.312500 Penalty: 2555.561768
	Iteration 9Q: 3 clusters Score -111489.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -111584.328125 Penalty: 2555.561768
	Iteration 10Q: 3 clusters Score -111584.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -111649.328125 Penalty: 2555.561768
	Iteration 11Q: 3 clusters Score -111649.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -111695.062500 Penalty: 2555.561768
	Iteration 12Q: 3 clusters Score -111695.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -111728.523438 Penalty: 2555.561768
	Iteration 13Q: 3 clusters Score -111728.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -111752.257812 Penalty: 2555.561768
	Iteration 14Q: 3 clusters Score -111752.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -111764.734375 Penalty: 2555.561768
	Iteration 15Q: 3 clusters Score -111764.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -111779.531250 Penalty: 2555.561768
	Iteration 16Q: 3 clusters Score -111779.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111790.531250 Penalty: 2555.561768
	Iteration 17Q: 3 clusters Score -111790.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111806.203125 Penalty: 2555.561768
	Iteration 18Q: 3 clusters Score -111806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -111817.773438 Penalty: 2555.561768
	Iteration 19Q: 3 clusters Score -111817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111823.781250 Penalty: 2555.561768
	Iteration 20F: 3 clusters Score -111823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -111829.531250 Penalty: 2555.561768
	Iteration 21Q: 3 clusters Score -111829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -111832.867188 Penalty: 2555.561768
	Iteration 22Q: 3 clusters Score -111832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -111836.046875 Penalty: 2555.561768
	Iteration 23Q: 3 clusters Score -111836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -111839.992188 Penalty: 2555.561768
	Iteration 24Q: 3 clusters Score -111840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -111843.000000 Penalty: 2555.561768
	Iteration 25Q: 3 clusters Score -111843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111845.156250 Penalty: 2555.561768
	Iteration 26Q: 3 clusters Score -111845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -111850.570312 Penalty: 2555.561768
	Iteration 27Q: 3 clusters Score -111850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111854.625000 Penalty: 2555.561768
	Iteration 28Q: 3 clusters Score -111854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -111856.414062 Penalty: 2555.561768
	Iteration 29Q: 3 clusters Score -111856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111860.156250 Penalty: 2555.561768
	Iteration 30Q: 3 clusters Score -111860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -111866.320312 Penalty: 2555.561768
	Iteration 31Q: 3 clusters Score -111866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111868.929688 Penalty: 2555.561768
	Iteration 32Q: 3 clusters Score -111868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111870.835938 Penalty: 2555.561768
	Iteration 33Q: 3 clusters Score -111870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111871.492188 Penalty: 2555.561768
	Iteration 34Q: 3 clusters Score -111871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111872.531250 Penalty: 2555.561768
	Iteration 35Q: 3 clusters Score -111872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111873.570312 Penalty: 2555.561768
	Iteration 36Q: 3 clusters Score -111873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -111874.921875 Penalty: 2555.561768
	Iteration 37Q: 3 clusters Score -111874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -111876.210938 Penalty: 2555.561768
	Iteration 38Q: 3 clusters Score -111876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111877.476562 Penalty: 2555.561768
	Iteration 39Q: 3 clusters Score -111877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111880.531250 Penalty: 2555.561768
	Iteration 40F: 3 clusters Score -111880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -111882.109375 Penalty: 2555.561768
	Iteration 41Q: 3 clusters Score -111882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111882.289062 Penalty: 2555.561768
	Iteration 42Q: 3 clusters Score -111882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111882.289062 Penalty: 2555.561768
	Iteration 43F: 3 clusters Score -111882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -171204.468750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -171204.5 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 1566 members 
Entering Unmasked Estep 
Score: -168387.968750 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -168388 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -169196.406250 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -169196.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -169374.375000 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -169374.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -169482.125000 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -169482.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -169574.078125 Penalty: 2614.816162
	Iteration 4Q: 3 clusters Score -169574.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -169689.421875 Penalty: 2614.816162
	Iteration 5Q: 3 clusters Score -169689.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -169844.625000 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -169844.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -169992.656250 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -169992.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -170143.562500 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -170143.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -170253.609375 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -170253.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -170334.593750 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -170334.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -170397.203125 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -170397.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -170447.578125 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -170447.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -170478.468750 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -170478.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -170510.000000 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -170510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -170531.015625 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -170531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -170545.281250 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -170545.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -170561.406250 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -170561.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -170578.531250 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -170578.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -170588.265625 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -170588.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -170598.343750 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -170598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -170602.703125 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -170602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -170606.109375 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -170606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -170608.093750 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -170608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -170614.656250 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -170614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -170618.093750 Penalty: 2614.816162
	Iteration 25Q: 3 clusters Score -170618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -170620.125000 Penalty: 2614.816162
	Iteration 26Q: 3 clusters Score -170620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -170620.437500 Penalty: 2614.816162
	Iteration 27Q: 3 clusters Score -170620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -170620.906250 Penalty: 2614.816162
	Iteration 28Q: 3 clusters Score -170620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -170622.156250 Penalty: 2614.816162
	Iteration 29Q: 3 clusters Score -170622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -170623.109375 Penalty: 2614.816162
	Iteration 30Q: 3 clusters Score -170623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -170624.687500 Penalty: 2614.816162
	Iteration 31Q: 3 clusters Score -170624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -170626.781250 Penalty: 2614.816162
	Iteration 32Q: 3 clusters Score -170626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -170629.671875 Penalty: 2614.816162
	Iteration 33Q: 3 clusters Score -170629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -170633.000000 Penalty: 2614.816162
	Iteration 34Q: 3 clusters Score -170633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -170635.859375 Penalty: 2614.816162
	Iteration 35Q: 3 clusters Score -170635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -170640.234375 Penalty: 2614.816162
	Iteration 36Q: 3 clusters Score -170640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -170644.187500 Penalty: 2614.816162
	Iteration 37Q: 3 clusters Score -170644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -170647.859375 Penalty: 2614.816162
	Iteration 38Q: 3 clusters Score -170647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -170649.156250 Penalty: 2614.816162
	Iteration 39Q: 3 clusters Score -170649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -170649.984375 Penalty: 2614.816162
	Iteration 40F: 3 clusters Score -170650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -170649.656250 Penalty: 2614.816162
	Iteration 41Q: 3 clusters Score -170649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -170649.937500 Penalty: 2614.816162
	Iteration 42Q: 3 clusters Score -170649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -170650.484375 Penalty: 2614.816162
	Iteration 43Q: 3 clusters Score -170650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -170650.781250 Penalty: 2614.816162
	Iteration 44Q: 3 clusters Score -170650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -170651.609375 Penalty: 2614.816162
	Iteration 45Q: 3 clusters Score -170651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -170653.078125 Penalty: 2614.816162
	Iteration 46Q: 3 clusters Score -170653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -170653.937500 Penalty: 2614.816162
	Iteration 47Q: 3 clusters Score -170653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -170654.765625 Penalty: 2614.816162
	Iteration 48Q: 3 clusters Score -170654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -170655.593750 Penalty: 2614.816162
	Iteration 49Q: 3 clusters Score -170655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -170657.421875 Penalty: 2614.816162
	Iteration 50Q: 3 clusters Score -170657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -170658.531250 Penalty: 2614.816162
	Iteration 51Q: 3 clusters Score -170658.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -170660.968750 Penalty: 2614.816162
	Iteration 52Q: 3 clusters Score -170661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -170663.671875 Penalty: 2614.816162
	Iteration 53Q: 3 clusters Score -170663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -170668.312500 Penalty: 2614.816162
	Iteration 54Q: 3 clusters Score -170668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -170673.437500 Penalty: 2614.816162
	Iteration 55Q: 3 clusters Score -170673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -170678.812500 Penalty: 2614.816162
	Iteration 56Q: 3 clusters Score -170678.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -170688.953125 Penalty: 2614.816162
	Iteration 57Q: 3 clusters Score -170689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -170697.468750 Penalty: 2614.816162
	Iteration 58Q: 3 clusters Score -170697.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -170712.296875 Penalty: 2614.816162
	Iteration 59Q: 3 clusters Score -170712.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -170728.625000 Penalty: 2614.816162
	Iteration 60F: 3 clusters Score -170728.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -170750.312500 Penalty: 2614.816162
	Iteration 61Q: 3 clusters Score -170750.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -170788.281250 Penalty: 2614.816162
	Iteration 62Q: 3 clusters Score -170788.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -170850.765625 Penalty: 2614.816162
	Iteration 63Q: 3 clusters Score -170850.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -170950.312500 Penalty: 2614.816162
	Iteration 64Q: 3 clusters Score -170950.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -171102.000000 Penalty: 2614.816162
	Iteration 65Q: 3 clusters Score -171102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -171472.921875 Penalty: 2614.816162
	Iteration 66Q: 3 clusters Score -171472.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -172266.265625 Penalty: 2614.816162
	Iteration 67Q: 3 clusters Score -172266.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -172591.593750 Penalty: 2614.816162
	Iteration 68Q: 3 clusters Score -172591.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -172640.906250 Penalty: 2614.816162
	Iteration 69Q: 3 clusters Score -172640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -172652.625000 Penalty: 2614.816162
	Iteration 70Q: 3 clusters Score -172652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -172653.953125 Penalty: 2614.816162
	Iteration 71Q: 3 clusters Score -172654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -172654.015625 Penalty: 2614.816162
	Iteration 72Q: 3 clusters Score -172654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -172654.687500 Penalty: 2614.816162
	Iteration 73Q: 3 clusters Score -172654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -172654.843750 Penalty: 2614.816162
	Iteration 74Q: 3 clusters Score -172654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -172656.984375 Penalty: 2614.816162
	Iteration 75F: 3 clusters Score -172657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -172659.765625 Penalty: 2614.816162
	Iteration 76Q: 3 clusters Score -172659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -172660.484375 Penalty: 2614.816162
	Iteration 77Q: 3 clusters Score -172660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -172660.484375 Penalty: 2614.816162
	Iteration 78F: 3 clusters Score -172660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 118566 members 
Mstep: Class 36 contains 1749 members 
Entering Unmasked Estep 
Score: -30906492.000000 Penalty: 77319.101562
Splitting cluster 17 changes total score from -30902982.000000 to -30906492.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -225006.828125 Penalty: 1339.234009
	Iteration 0F: 2 clusters Score -225006.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -221780.406250 Penalty: 2678.468018
	Iteration 0F: 3 clusters Score -221780.4 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -222596.515625 Penalty: 2678.468018
	Iteration 1F: 3 clusters Score -222596.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -222747.578125 Penalty: 2678.468018
	Iteration 2F: 3 clusters Score -222747.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -222851.781250 Penalty: 2678.468018
	Iteration 3F: 3 clusters Score -222851.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -222923.593750 Penalty: 2678.468018
	Iteration 4Q: 3 clusters Score -222923.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -222982.343750 Penalty: 2678.468018
	Iteration 5Q: 3 clusters Score -222982.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -223038.859375 Penalty: 2678.468018
	Iteration 6Q: 3 clusters Score -223038.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -223086.968750 Penalty: 2678.468018
	Iteration 7Q: 3 clusters Score -223087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -223135.984375 Penalty: 2678.468018
	Iteration 8Q: 3 clusters Score -223136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -223185.656250 Penalty: 2678.468018
	Iteration 9Q: 3 clusters Score -223185.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -223254.500000 Penalty: 2678.468018
	Iteration 10Q: 3 clusters Score -223254.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -223328.218750 Penalty: 2678.468018
	Iteration 11Q: 3 clusters Score -223328.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -223417.484375 Penalty: 2678.468018
	Iteration 12Q: 3 clusters Score -223417.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -223511.171875 Penalty: 2678.468018
	Iteration 13Q: 3 clusters Score -223511.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -223608.921875 Penalty: 2678.468018
	Iteration 14Q: 3 clusters Score -223608.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -223698.125000 Penalty: 2678.468018
	Iteration 15Q: 3 clusters Score -223698.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -223786.437500 Penalty: 2678.468018
	Iteration 16Q: 3 clusters Score -223786.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -223879.250000 Penalty: 2678.468018
	Iteration 17Q: 3 clusters Score -223879.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -224001.734375 Penalty: 2678.468018
	Iteration 18Q: 3 clusters Score -224001.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -224119.968750 Penalty: 2678.468018
	Iteration 19Q: 3 clusters Score -224120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -224191.234375 Penalty: 2678.468018
	Iteration 20F: 3 clusters Score -224191.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -224230.687500 Penalty: 2678.468018
	Iteration 21Q: 3 clusters Score -224230.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -224254.109375 Penalty: 2678.468018
	Iteration 22Q: 3 clusters Score -224254.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -224273.468750 Penalty: 2678.468018
	Iteration 23Q: 3 clusters Score -224273.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -224282.968750 Penalty: 2678.468018
	Iteration 24Q: 3 clusters Score -224283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -224294.109375 Penalty: 2678.468018
	Iteration 25Q: 3 clusters Score -224294.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -224303.437500 Penalty: 2678.468018
	Iteration 26Q: 3 clusters Score -224303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -224307.625000 Penalty: 2678.468018
	Iteration 27Q: 3 clusters Score -224307.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -224311.125000 Penalty: 2678.468018
	Iteration 28Q: 3 clusters Score -224311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -224312.312500 Penalty: 2678.468018
	Iteration 29Q: 3 clusters Score -224312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224313.421875 Penalty: 2678.468018
	Iteration 30Q: 3 clusters Score -224313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224314.171875 Penalty: 2678.468018
	Iteration 31Q: 3 clusters Score -224314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224314.968750 Penalty: 2678.468018
	Iteration 32Q: 3 clusters Score -224315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -224315.250000 Penalty: 2678.468018
	Iteration 33Q: 3 clusters Score -224315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -224315.406250 Penalty: 2678.468018
	Iteration 34Q: 3 clusters Score -224315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -224315.859375 Penalty: 2678.468018
	Iteration 35Q: 3 clusters Score -224315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -224316.375000 Penalty: 2678.468018
	Iteration 36Q: 3 clusters Score -224316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -224317.515625 Penalty: 2678.468018
	Iteration 37Q: 3 clusters Score -224317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -224317.593750 Penalty: 2678.468018
	Iteration 38Q: 3 clusters Score -224317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -224318.062500 Penalty: 2678.468018
	Iteration 39Q: 3 clusters Score -224318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -224318.062500 Penalty: 2678.468018
	Iteration 40F: 3 clusters Score -224318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Entering Unmasked Estep 
Score: -1601463.500000 Penalty: 1654.382690
	Iteration 0F: 2 clusters Score -1601464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1583465.250000 Penalty: 3308.765381
	Iteration 0F: 3 clusters Score -1583465 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1590195.375000 Penalty: 3308.765381
	Iteration 1F: 3 clusters Score -1590195 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1590601.500000 Penalty: 3308.765381
	Iteration 2Q: 3 clusters Score -1590602 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1591033.125000 Penalty: 3308.765381
	Iteration 3Q: 3 clusters Score -1591033 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1591575.250000 Penalty: 3308.765381
	Iteration 4Q: 3 clusters Score -1591575 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1592270.625000 Penalty: 3308.765381
	Iteration 5F: 3 clusters Score -1592271 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1593232.875000 Penalty: 3308.765381
	Iteration 6F: 3 clusters Score -1593233 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -1594578.000000 Penalty: 3308.765381
	Iteration 7F: 3 clusters Score -1594578 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -1596078.500000 Penalty: 3308.765381
	Iteration 8F: 3 clusters Score -1596078 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -1597424.625000 Penalty: 3308.765381
	Iteration 9F: 3 clusters Score -1597425 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -1598353.750000 Penalty: 3308.765381
	Iteration 10Q: 3 clusters Score -1598354 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -1598989.500000 Penalty: 3308.765381
	Iteration 11Q: 3 clusters Score -1598990 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -1599344.750000 Penalty: 3308.765381
	Iteration 12Q: 3 clusters Score -1599345 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1599590.375000 Penalty: 3308.765381
	Iteration 13Q: 3 clusters Score -1599590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1599736.000000 Penalty: 3308.765381
	Iteration 14Q: 3 clusters Score -1599736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -1599830.125000 Penalty: 3308.765381
	Iteration 15Q: 3 clusters Score -1599830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -1599901.125000 Penalty: 3308.765381
	Iteration 16Q: 3 clusters Score -1599901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -1599947.500000 Penalty: 3308.765381
	Iteration 17Q: 3 clusters Score -1599948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -1599983.125000 Penalty: 3308.765381
	Iteration 18Q: 3 clusters Score -1599983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -1600013.125000 Penalty: 3308.765381
	Iteration 19Q: 3 clusters Score -1600013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -1600030.750000 Penalty: 3308.765381
	Iteration 20F: 3 clusters Score -1600031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -1600046.500000 Penalty: 3308.765381
	Iteration 21Q: 3 clusters Score -1600046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1600058.000000 Penalty: 3308.765381
	Iteration 22Q: 3 clusters Score -1600058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -1600067.000000 Penalty: 3308.765381
	Iteration 23Q: 3 clusters Score -1600067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -1600070.125000 Penalty: 3308.765381
	Iteration 24Q: 3 clusters Score -1600070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1600074.125000 Penalty: 3308.765381
	Iteration 25Q: 3 clusters Score -1600074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -1600080.000000 Penalty: 3308.765381
	Iteration 26Q: 3 clusters Score -1600080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1600082.500000 Penalty: 3308.765381
	Iteration 27Q: 3 clusters Score -1600082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -1600082.750000 Penalty: 3308.765381
	Iteration 28Q: 3 clusters Score -1600083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -1600082.750000 Penalty: 3308.765381
	Iteration 29Q: 3 clusters Score -1600083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -1600082.750000 Penalty: 3308.765381
	Iteration 30F: 3 clusters Score -1600083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Entering Unmasked Estep 
Score: -612682.812500 Penalty: 1499.147827
	Iteration 0F: 2 clusters Score -612682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -605483.937500 Penalty: 2998.295654
	Iteration 0F: 3 clusters Score -605483.9 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -607934.500000 Penalty: 2998.295654
	Iteration 1F: 3 clusters Score -607934.5 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -608285.937500 Penalty: 2998.295654
	Iteration 2F: 3 clusters Score -608285.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -608596.437500 Penalty: 2998.295654
	Iteration 3F: 3 clusters Score -608596.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -608889.625000 Penalty: 2998.295654
	Iteration 4F: 3 clusters Score -608889.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -609188.500000 Penalty: 2998.295654
	Iteration 5F: 3 clusters Score -609188.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -609445.250000 Penalty: 2998.295654
	Iteration 6Q: 3 clusters Score -609445.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -609658.812500 Penalty: 2998.295654
	Iteration 7Q: 3 clusters Score -609658.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -609856.312500 Penalty: 2998.295654
	Iteration 8Q: 3 clusters Score -609856.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -610046.437500 Penalty: 2998.295654
	Iteration 9Q: 3 clusters Score -610046.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -610210.375000 Penalty: 2998.295654
	Iteration 10Q: 3 clusters Score -610210.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -610336.375000 Penalty: 2998.295654
	Iteration 11Q: 3 clusters Score -610336.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -610438.937500 Penalty: 2998.295654
	Iteration 12Q: 3 clusters Score -610438.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -610507.000000 Penalty: 2998.295654
	Iteration 13Q: 3 clusters Score -610507 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -610555.500000 Penalty: 2998.295654
	Iteration 14Q: 3 clusters Score -610555.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -610595.812500 Penalty: 2998.295654
	Iteration 15Q: 3 clusters Score -610595.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -610629.312500 Penalty: 2998.295654
	Iteration 16Q: 3 clusters Score -610629.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -610654.750000 Penalty: 2998.295654
	Iteration 17Q: 3 clusters Score -610654.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -610674.625000 Penalty: 2998.295654
	Iteration 18Q: 3 clusters Score -610674.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -610686.250000 Penalty: 2998.295654
	Iteration 19Q: 3 clusters Score -610686.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -610699.500000 Penalty: 2998.295654
	Iteration 20F: 3 clusters Score -610699.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -610712.687500 Penalty: 2998.295654
	Iteration 21Q: 3 clusters Score -610712.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -610725.250000 Penalty: 2998.295654
	Iteration 22Q: 3 clusters Score -610725.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -610740.875000 Penalty: 2998.295654
	Iteration 23Q: 3 clusters Score -610740.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -610757.062500 Penalty: 2998.295654
	Iteration 24Q: 3 clusters Score -610757.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -610779.562500 Penalty: 2998.295654
	Iteration 25Q: 3 clusters Score -610779.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -610807.437500 Penalty: 2998.295654
	Iteration 26Q: 3 clusters Score -610807.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -610842.875000 Penalty: 2998.295654
	Iteration 27Q: 3 clusters Score -610842.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -610882.500000 Penalty: 2998.295654
	Iteration 28Q: 3 clusters Score -610882.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -610928.875000 Penalty: 2998.295654
	Iteration 29Q: 3 clusters Score -610928.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -610967.125000 Penalty: 2998.295654
	Iteration 30Q: 3 clusters Score -610967.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -611010.250000 Penalty: 2998.295654
	Iteration 31Q: 3 clusters Score -611010.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -611046.437500 Penalty: 2998.295654
	Iteration 32Q: 3 clusters Score -611046.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -611079.750000 Penalty: 2998.295654
	Iteration 33Q: 3 clusters Score -611079.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -611119.187500 Penalty: 2998.295654
	Iteration 34Q: 3 clusters Score -611119.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -611151.687500 Penalty: 2998.295654
	Iteration 35Q: 3 clusters Score -611151.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -611188.187500 Penalty: 2998.295654
	Iteration 36Q: 3 clusters Score -611188.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -611213.125000 Penalty: 2998.295654
	Iteration 37Q: 3 clusters Score -611213.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -611236.437500 Penalty: 2998.295654
	Iteration 38Q: 3 clusters Score -611236.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -611263.125000 Penalty: 2998.295654
	Iteration 39Q: 3 clusters Score -611263.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -611289.500000 Penalty: 2998.295654
	Iteration 40F: 3 clusters Score -611289.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -611308.562500 Penalty: 2998.295654
	Iteration 41Q: 3 clusters Score -611308.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -611318.187500 Penalty: 2998.295654
	Iteration 42Q: 3 clusters Score -611318.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -611331.687500 Penalty: 2998.295654
	Iteration 43Q: 3 clusters Score -611331.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -611341.625000 Penalty: 2998.295654
	Iteration 44Q: 3 clusters Score -611341.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -611352.750000 Penalty: 2998.295654
	Iteration 45Q: 3 clusters Score -611352.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -611358.187500 Penalty: 2998.295654
	Iteration 46Q: 3 clusters Score -611358.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -611363.500000 Penalty: 2998.295654
	Iteration 47Q: 3 clusters Score -611363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -611368.250000 Penalty: 2998.295654
	Iteration 48Q: 3 clusters Score -611368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -611375.750000 Penalty: 2998.295654
	Iteration 49Q: 3 clusters Score -611375.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -611381.062500 Penalty: 2998.295654
	Iteration 50Q: 3 clusters Score -611381.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -611384.375000 Penalty: 2998.295654
	Iteration 51Q: 3 clusters Score -611384.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -611388.187500 Penalty: 2998.295654
	Iteration 52Q: 3 clusters Score -611388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -611393.625000 Penalty: 2998.295654
	Iteration 53Q: 3 clusters Score -611393.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -611400.812500 Penalty: 2998.295654
	Iteration 54Q: 3 clusters Score -611400.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -611409.062500 Penalty: 2998.295654
	Iteration 55Q: 3 clusters Score -611409.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -611414.812500 Penalty: 2998.295654
	Iteration 56Q: 3 clusters Score -611414.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -611419.625000 Penalty: 2998.295654
	Iteration 57Q: 3 clusters Score -611419.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -611425.125000 Penalty: 2998.295654
	Iteration 58Q: 3 clusters Score -611425.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -611427.937500 Penalty: 2998.295654
	Iteration 59Q: 3 clusters Score -611427.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -611433.625000 Penalty: 2998.295654
	Iteration 60F: 3 clusters Score -611433.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -611434.750000 Penalty: 2998.295654
	Iteration 61Q: 3 clusters Score -611434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -611439.625000 Penalty: 2998.295654
	Iteration 62Q: 3 clusters Score -611439.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -611444.437500 Penalty: 2998.295654
	Iteration 63Q: 3 clusters Score -611444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -611445.125000 Penalty: 2998.295654
	Iteration 64Q: 3 clusters Score -611445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -611445.562500 Penalty: 2998.295654
	Iteration 65Q: 3 clusters Score -611445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -611447.500000 Penalty: 2998.295654
	Iteration 66Q: 3 clusters Score -611447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -611446.312500 Penalty: 2998.295654
	Iteration 67Q: 3 clusters Score -611446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -611446.312500 Penalty: 2998.295654
	Iteration 68F: 3 clusters Score -611446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -305501.812500 Penalty: 1398.524170
	Iteration 0F: 2 clusters Score -305501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -301250.218750 Penalty: 2797.048340
	Iteration 0F: 3 clusters Score -301250.2 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -302647.218750 Penalty: 2797.048340
	Iteration 1F: 3 clusters Score -302647.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -303072.906250 Penalty: 2797.048340
	Iteration 2F: 3 clusters Score -303072.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -303559.343750 Penalty: 2797.048340
	Iteration 3F: 3 clusters Score -303559.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -304102.281250 Penalty: 2797.048340
	Iteration 4F: 3 clusters Score -304102.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -304495.687500 Penalty: 2797.048340
	Iteration 5F: 3 clusters Score -304495.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -304734.031250 Penalty: 2797.048340
	Iteration 6F: 3 clusters Score -304734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -304879.968750 Penalty: 2797.048340
	Iteration 7Q: 3 clusters Score -304880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -304982.593750 Penalty: 2797.048340
	Iteration 8Q: 3 clusters Score -304982.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -305046.656250 Penalty: 2797.048340
	Iteration 9Q: 3 clusters Score -305046.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -305092.250000 Penalty: 2797.048340
	Iteration 10Q: 3 clusters Score -305092.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -305129.500000 Penalty: 2797.048340
	Iteration 11Q: 3 clusters Score -305129.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -305165.187500 Penalty: 2797.048340
	Iteration 12Q: 3 clusters Score -305165.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -305202.750000 Penalty: 2797.048340
	Iteration 13Q: 3 clusters Score -305202.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -305251.156250 Penalty: 2797.048340
	Iteration 14Q: 3 clusters Score -305251.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -305330.906250 Penalty: 2797.048340
	Iteration 15Q: 3 clusters Score -305330.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -305417.781250 Penalty: 2797.048340
	Iteration 16Q: 3 clusters Score -305417.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -305495.437500 Penalty: 2797.048340
	Iteration 17Q: 3 clusters Score -305495.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -305555.406250 Penalty: 2797.048340
	Iteration 18Q: 3 clusters Score -305555.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -305604.312500 Penalty: 2797.048340
	Iteration 19Q: 3 clusters Score -305604.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -305643.750000 Penalty: 2797.048340
	Iteration 20F: 3 clusters Score -305643.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -305664.812500 Penalty: 2797.048340
	Iteration 21Q: 3 clusters Score -305664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -305678.500000 Penalty: 2797.048340
	Iteration 22Q: 3 clusters Score -305678.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -305692.937500 Penalty: 2797.048340
	Iteration 23Q: 3 clusters Score -305692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -305699.406250 Penalty: 2797.048340
	Iteration 24Q: 3 clusters Score -305699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -305703.156250 Penalty: 2797.048340
	Iteration 25Q: 3 clusters Score -305703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -305704.250000 Penalty: 2797.048340
	Iteration 26Q: 3 clusters Score -305704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -305704.468750 Penalty: 2797.048340
	Iteration 27Q: 3 clusters Score -305704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -305706.593750 Penalty: 2797.048340
	Iteration 28Q: 3 clusters Score -305706.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -305709.500000 Penalty: 2797.048340
	Iteration 29Q: 3 clusters Score -305709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -305711.656250 Penalty: 2797.048340
	Iteration 30Q: 3 clusters Score -305711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -305712.937500 Penalty: 2797.048340
	Iteration 31Q: 3 clusters Score -305712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -305712.687500 Penalty: 2797.048340
	Iteration 32Q: 3 clusters Score -305712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -305713.968750 Penalty: 2797.048340
	Iteration 33Q: 3 clusters Score -305714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -305714.000000 Penalty: 2797.048340
	Iteration 34Q: 3 clusters Score -305714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -305714.000000 Penalty: 2797.048340
	Iteration 35F: 3 clusters Score -305714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 118566 members 
Mstep: Class 36 contains 1749 members 
Mstep: Class 37 contains 3939 members 
Entering Unmasked Estep 
Score: -30905968.000000 Penalty: 79466.859375
Splitting cluster 21 changes total score from -30902982.000000 to -30905968.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -152052.796875 Penalty: 1294.288330
	Iteration 0F: 2 clusters Score -152052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -149378.531250 Penalty: 2588.576660
	Iteration 0F: 3 clusters Score -149378.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -150075.625000 Penalty: 2588.576660
	Iteration 1F: 3 clusters Score -150075.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -150279.312500 Penalty: 2588.576660
	Iteration 2F: 3 clusters Score -150279.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -150445.343750 Penalty: 2588.576660
	Iteration 3F: 3 clusters Score -150445.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -150624.828125 Penalty: 2588.576660
	Iteration 4F: 3 clusters Score -150624.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -150821.234375 Penalty: 2588.576660
	Iteration 5F: 3 clusters Score -150821.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -151033.796875 Penalty: 2588.576660
	Iteration 6F: 3 clusters Score -151033.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -151219.406250 Penalty: 2588.576660
	Iteration 7F: 3 clusters Score -151219.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -151397.453125 Penalty: 2588.576660
	Iteration 8F: 3 clusters Score -151397.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -151536.046875 Penalty: 2588.576660
	Iteration 9Q: 3 clusters Score -151536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -151633.843750 Penalty: 2588.576660
	Iteration 10Q: 3 clusters Score -151633.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -151710.046875 Penalty: 2588.576660
	Iteration 11Q: 3 clusters Score -151710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -151739.203125 Penalty: 2588.576660
	Iteration 12Q: 3 clusters Score -151739.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -151756.890625 Penalty: 2588.576660
	Iteration 13Q: 3 clusters Score -151756.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -151771.687500 Penalty: 2588.576660
	Iteration 14Q: 3 clusters Score -151771.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -151786.593750 Penalty: 2588.576660
	Iteration 15Q: 3 clusters Score -151786.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -151800.343750 Penalty: 2588.576660
	Iteration 16Q: 3 clusters Score -151800.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -151807.328125 Penalty: 2588.576660
	Iteration 17Q: 3 clusters Score -151807.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -151814.921875 Penalty: 2588.576660
	Iteration 18Q: 3 clusters Score -151814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -151822.218750 Penalty: 2588.576660
	Iteration 19Q: 3 clusters Score -151822.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -151830.328125 Penalty: 2588.576660
	Iteration 20F: 3 clusters Score -151830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -151837.578125 Penalty: 2588.576660
	Iteration 21Q: 3 clusters Score -151837.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -151844.062500 Penalty: 2588.576660
	Iteration 22Q: 3 clusters Score -151844.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -151849.203125 Penalty: 2588.576660
	Iteration 23Q: 3 clusters Score -151849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -151857.000000 Penalty: 2588.576660
	Iteration 24Q: 3 clusters Score -151857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -151862.812500 Penalty: 2588.576660
	Iteration 25Q: 3 clusters Score -151862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -151869.546875 Penalty: 2588.576660
	Iteration 26Q: 3 clusters Score -151869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -151876.875000 Penalty: 2588.576660
	Iteration 27Q: 3 clusters Score -151876.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -151881.375000 Penalty: 2588.576660
	Iteration 28Q: 3 clusters Score -151881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -151884.187500 Penalty: 2588.576660
	Iteration 29Q: 3 clusters Score -151884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -151885.890625 Penalty: 2588.576660
	Iteration 30Q: 3 clusters Score -151885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -151887.468750 Penalty: 2588.576660
	Iteration 31Q: 3 clusters Score -151887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -151888.562500 Penalty: 2588.576660
	Iteration 32Q: 3 clusters Score -151888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -151889.375000 Penalty: 2588.576660
	Iteration 33Q: 3 clusters Score -151889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -151889.906250 Penalty: 2588.576660
	Iteration 34Q: 3 clusters Score -151889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -151889.906250 Penalty: 2588.576660
	Iteration 35F: 3 clusters Score -151889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -71400.179688 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -71400.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -69738.257812 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -69738.26 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -70045.882812 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -70045.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70127.429688 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -70127.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70157.054688 Penalty: 2334.758057
	Iteration 3Q: 3 clusters Score -70157.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -70168.632812 Penalty: 2334.758057
	Iteration 4Q: 3 clusters Score -70168.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -70176.742188 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -70176.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -70182.687500 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -70182.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -70190.820312 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -70190.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70198.171875 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -70198.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70206.710938 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -70206.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70214.609375 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -70214.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70219.312500 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -70219.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -70224.390625 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -70224.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -70229.453125 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -70229.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70234.507812 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -70234.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70238.156250 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -70238.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70241.507812 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -70241.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -70243.765625 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -70243.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -70245.828125 Penalty: 2334.758057
	Iteration 18Q: 3 clusters Score -70245.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -70247.335938 Penalty: 2334.758057
	Iteration 19Q: 3 clusters Score -70247.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -70247.921875 Penalty: 2334.758057
	Iteration 20F: 3 clusters Score -70247.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -375937.593750 Penalty: 1427.252075
	Iteration 0F: 2 clusters Score -375937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -371044.406250 Penalty: 2854.504150
	Iteration 0F: 3 clusters Score -371044.4 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -372580.812500 Penalty: 2854.504150
	Iteration 1F: 3 clusters Score -372580.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -372830.312500 Penalty: 2854.504150
	Iteration 2F: 3 clusters Score -372830.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -373012.968750 Penalty: 2854.504150
	Iteration 3F: 3 clusters Score -373013 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -373162.250000 Penalty: 2854.504150
	Iteration 4Q: 3 clusters Score -373162.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -373315.437500 Penalty: 2854.504150
	Iteration 5Q: 3 clusters Score -373315.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -373466.031250 Penalty: 2854.504150
	Iteration 6Q: 3 clusters Score -373466 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -373615.562500 Penalty: 2854.504150
	Iteration 7Q: 3 clusters Score -373615.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -373799.906250 Penalty: 2854.504150
	Iteration 8Q: 3 clusters Score -373799.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -373975.093750 Penalty: 2854.504150
	Iteration 9Q: 3 clusters Score -373975.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374117.625000 Penalty: 2854.504150
	Iteration 10Q: 3 clusters Score -374117.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -374239.281250 Penalty: 2854.504150
	Iteration 11Q: 3 clusters Score -374239.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -374366.500000 Penalty: 2854.504150
	Iteration 12Q: 3 clusters Score -374366.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -374492.906250 Penalty: 2854.504150
	Iteration 13Q: 3 clusters Score -374492.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -374656.187500 Penalty: 2854.504150
	Iteration 14Q: 3 clusters Score -374656.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -374807.187500 Penalty: 2854.504150
	Iteration 15Q: 3 clusters Score -374807.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -374932.156250 Penalty: 2854.504150
	Iteration 16Q: 3 clusters Score -374932.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -375037.843750 Penalty: 2854.504150
	Iteration 17Q: 3 clusters Score -375037.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -375125.500000 Penalty: 2854.504150
	Iteration 18Q: 3 clusters Score -375125.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -375189.593750 Penalty: 2854.504150
	Iteration 19Q: 3 clusters Score -375189.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -375231.968750 Penalty: 2854.504150
	Iteration 20F: 3 clusters Score -375232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -375266.781250 Penalty: 2854.504150
	Iteration 21Q: 3 clusters Score -375266.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -375297.968750 Penalty: 2854.504150
	Iteration 22Q: 3 clusters Score -375298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -375320.187500 Penalty: 2854.504150
	Iteration 23Q: 3 clusters Score -375320.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -375332.906250 Penalty: 2854.504150
	Iteration 24Q: 3 clusters Score -375332.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -375344.656250 Penalty: 2854.504150
	Iteration 25Q: 3 clusters Score -375344.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -375358.218750 Penalty: 2854.504150
	Iteration 26Q: 3 clusters Score -375358.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -375370.562500 Penalty: 2854.504150
	Iteration 27Q: 3 clusters Score -375370.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -375381.156250 Penalty: 2854.504150
	Iteration 28Q: 3 clusters Score -375381.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -375390.343750 Penalty: 2854.504150
	Iteration 29Q: 3 clusters Score -375390.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -375397.343750 Penalty: 2854.504150
	Iteration 30Q: 3 clusters Score -375397.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -375402.781250 Penalty: 2854.504150
	Iteration 31Q: 3 clusters Score -375402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -375410.250000 Penalty: 2854.504150
	Iteration 32Q: 3 clusters Score -375410.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -375415.375000 Penalty: 2854.504150
	Iteration 33Q: 3 clusters Score -375415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -375418.562500 Penalty: 2854.504150
	Iteration 34Q: 3 clusters Score -375418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -375420.843750 Penalty: 2854.504150
	Iteration 35Q: 3 clusters Score -375420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -375422.656250 Penalty: 2854.504150
	Iteration 36Q: 3 clusters Score -375422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -375425.000000 Penalty: 2854.504150
	Iteration 37Q: 3 clusters Score -375425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -375427.750000 Penalty: 2854.504150
	Iteration 38Q: 3 clusters Score -375427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -375429.218750 Penalty: 2854.504150
	Iteration 39Q: 3 clusters Score -375429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -375429.968750 Penalty: 2854.504150
	Iteration 40F: 3 clusters Score -375430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -375430.406250 Penalty: 2854.504150
	Iteration 41Q: 3 clusters Score -375430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -375430.406250 Penalty: 2854.504150
	Iteration 42F: 3 clusters Score -375430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Entering Unmasked Estep 
Score: -631444.000000 Penalty: 1511.724365
	Iteration 0F: 2 clusters Score -631444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -623798.875000 Penalty: 3023.448730
	Iteration 0F: 3 clusters Score -623798.9 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -626621.687500 Penalty: 3023.448730
	Iteration 1F: 3 clusters Score -626621.7 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -627331.625000 Penalty: 3023.448730
	Iteration 2F: 3 clusters Score -627331.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -628270.812500 Penalty: 3023.448730
	Iteration 3F: 3 clusters Score -628270.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -629191.750000 Penalty: 3023.448730
	Iteration 4F: 3 clusters Score -629191.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -629945.562500 Penalty: 3023.448730
	Iteration 5F: 3 clusters Score -629945.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -630498.875000 Penalty: 3023.448730
	Iteration 6F: 3 clusters Score -630498.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -630923.375000 Penalty: 3023.448730
	Iteration 7F: 3 clusters Score -630923.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -631201.437500 Penalty: 3023.448730
	Iteration 8Q: 3 clusters Score -631201.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -631409.500000 Penalty: 3023.448730
	Iteration 9Q: 3 clusters Score -631409.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -631513.812500 Penalty: 3023.448730
	Iteration 10Q: 3 clusters Score -631513.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -631567.062500 Penalty: 3023.448730
	Iteration 11Q: 3 clusters Score -631567.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -631593.687500 Penalty: 3023.448730
	Iteration 12Q: 3 clusters Score -631593.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -631620.000000 Penalty: 3023.448730
	Iteration 13Q: 3 clusters Score -631620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -631638.437500 Penalty: 3023.448730
	Iteration 14Q: 3 clusters Score -631638.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -631658.500000 Penalty: 3023.448730
	Iteration 15Q: 3 clusters Score -631658.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -631672.812500 Penalty: 3023.448730
	Iteration 16Q: 3 clusters Score -631672.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -631689.375000 Penalty: 3023.448730
	Iteration 17Q: 3 clusters Score -631689.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -631703.812500 Penalty: 3023.448730
	Iteration 18Q: 3 clusters Score -631703.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -631716.500000 Penalty: 3023.448730
	Iteration 19Q: 3 clusters Score -631716.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -631729.375000 Penalty: 3023.448730
	Iteration 20F: 3 clusters Score -631729.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -631738.562500 Penalty: 3023.448730
	Iteration 21Q: 3 clusters Score -631738.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -631745.062500 Penalty: 3023.448730
	Iteration 22Q: 3 clusters Score -631745.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -631748.062500 Penalty: 3023.448730
	Iteration 23Q: 3 clusters Score -631748.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -631750.000000 Penalty: 3023.448730
	Iteration 24Q: 3 clusters Score -631750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -631750.000000 Penalty: 3023.448730
	Iteration 25Q: 3 clusters Score -631750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -631752.812500 Penalty: 3023.448730
	Iteration 26Q: 3 clusters Score -631752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -631752.687500 Penalty: 3023.448730
	Iteration 27Q: 3 clusters Score -631752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -631754.062500 Penalty: 3023.448730
	Iteration 28Q: 3 clusters Score -631754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -631753.437500 Penalty: 3023.448730
	Iteration 29Q: 3 clusters Score -631753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -631753.125000 Penalty: 3023.448730
	Iteration 30Q: 3 clusters Score -631753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -631753.937500 Penalty: 3023.448730
	Iteration 31Q: 3 clusters Score -631753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -631753.437500 Penalty: 3023.448730
	Iteration 32Q: 3 clusters Score -631753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -631754.062500 Penalty: 3023.448730
	Iteration 33Q: 3 clusters Score -631754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -631753.875000 Penalty: 3023.448730
	Iteration 34Q: 3 clusters Score -631753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -631753.250000 Penalty: 3023.448730
	Iteration 35Q: 3 clusters Score -631753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -631754.250000 Penalty: 3023.448730
	Iteration 36Q: 3 clusters Score -631754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -631755.625000 Penalty: 3023.448730
	Iteration 37Q: 3 clusters Score -631755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -631754.750000 Penalty: 3023.448730
	Iteration 38Q: 3 clusters Score -631754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -631756.500000 Penalty: 3023.448730
	Iteration 39Q: 3 clusters Score -631756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -631756.062500 Penalty: 3023.448730
	Iteration 40F: 3 clusters Score -631756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -631755.750000 Penalty: 3023.448730
	Iteration 41Q: 3 clusters Score -631755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -631756.375000 Penalty: 3023.448730
	Iteration 42Q: 3 clusters Score -631756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -631755.937500 Penalty: 3023.448730
	Iteration 43Q: 3 clusters Score -631755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -631755.937500 Penalty: 3023.448730
	Iteration 44F: 3 clusters Score -631755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 118566 members 
Mstep: Class 36 contains 1749 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 6503 members 
Entering Unmasked Estep 
Score: -30905668.000000 Penalty: 81614.609375
Splitting cluster 25 changes total score from -30902982.000000 to -30905668.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (19759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Entering Unmasked Estep 
Score: -1205403.875000 Penalty: 1607.346680
	Iteration 0F: 2 clusters Score -1205404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1191946.250000 Penalty: 3214.693359
	Iteration 0F: 3 clusters Score -1191946 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1196795.500000 Penalty: 3214.693359
	Iteration 1F: 3 clusters Score -1196796 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1197143.375000 Penalty: 3214.693359
	Iteration 2F: 3 clusters Score -1197143 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1197434.125000 Penalty: 3214.693359
	Iteration 3Q: 3 clusters Score -1197434 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1197695.875000 Penalty: 3214.693359
	Iteration 4Q: 3 clusters Score -1197696 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1197930.250000 Penalty: 3214.693359
	Iteration 5Q: 3 clusters Score -1197930 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1198145.250000 Penalty: 3214.693359
	Iteration 6Q: 3 clusters Score -1198145 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1198373.750000 Penalty: 3214.693359
	Iteration 7Q: 3 clusters Score -1198374 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1198633.000000 Penalty: 3214.693359
	Iteration 8Q: 3 clusters Score -1198633 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1198884.875000 Penalty: 3214.693359
	Iteration 9Q: 3 clusters Score -1198885 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1199147.625000 Penalty: 3214.693359
	Iteration 10Q: 3 clusters Score -1199148 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1199434.875000 Penalty: 3214.693359
	Iteration 11Q: 3 clusters Score -1199435 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1199741.875000 Penalty: 3214.693359
	Iteration 12Q: 3 clusters Score -1199742 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1200078.625000 Penalty: 3214.693359
	Iteration 13Q: 3 clusters Score -1200079 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1200398.375000 Penalty: 3214.693359
	Iteration 14Q: 3 clusters Score -1200398 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1200652.125000 Penalty: 3214.693359
	Iteration 15Q: 3 clusters Score -1200652 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1200812.750000 Penalty: 3214.693359
	Iteration 16Q: 3 clusters Score -1200813 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1200918.375000 Penalty: 3214.693359
	Iteration 17Q: 3 clusters Score -1200918 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1200982.375000 Penalty: 3214.693359
	Iteration 18Q: 3 clusters Score -1200982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1201035.000000 Penalty: 3214.693359
	Iteration 19Q: 3 clusters Score -1201035 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1201077.750000 Penalty: 3214.693359
	Iteration 20F: 3 clusters Score -1201078 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1201105.500000 Penalty: 3214.693359
	Iteration 21Q: 3 clusters Score -1201106 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1201138.875000 Penalty: 3214.693359
	Iteration 22Q: 3 clusters Score -1201139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1201172.375000 Penalty: 3214.693359
	Iteration 23Q: 3 clusters Score -1201172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1201206.625000 Penalty: 3214.693359
	Iteration 24Q: 3 clusters Score -1201207 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1201240.875000 Penalty: 3214.693359
	Iteration 25Q: 3 clusters Score -1201241 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1201274.250000 Penalty: 3214.693359
	Iteration 26Q: 3 clusters Score -1201274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1201302.750000 Penalty: 3214.693359
	Iteration 27Q: 3 clusters Score -1201303 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1201332.875000 Penalty: 3214.693359
	Iteration 28Q: 3 clusters Score -1201333 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1201357.875000 Penalty: 3214.693359
	Iteration 29Q: 3 clusters Score -1201358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1201388.250000 Penalty: 3214.693359
	Iteration 30Q: 3 clusters Score -1201388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1201421.125000 Penalty: 3214.693359
	Iteration 31Q: 3 clusters Score -1201421 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1201465.875000 Penalty: 3214.693359
	Iteration 32Q: 3 clusters Score -1201466 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1201504.375000 Penalty: 3214.693359
	Iteration 33Q: 3 clusters Score -1201504 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1201544.125000 Penalty: 3214.693359
	Iteration 34Q: 3 clusters Score -1201544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1201586.000000 Penalty: 3214.693359
	Iteration 35Q: 3 clusters Score -1201586 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1201626.250000 Penalty: 3214.693359
	Iteration 36Q: 3 clusters Score -1201626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1201671.500000 Penalty: 3214.693359
	Iteration 37Q: 3 clusters Score -1201672 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1201720.500000 Penalty: 3214.693359
	Iteration 38Q: 3 clusters Score -1201720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1201772.250000 Penalty: 3214.693359
	Iteration 39Q: 3 clusters Score -1201772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1201828.000000 Penalty: 3214.693359
	Iteration 40F: 3 clusters Score -1201828 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1201891.000000 Penalty: 3214.693359
	Iteration 41Q: 3 clusters Score -1201891 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1201972.125000 Penalty: 3214.693359
	Iteration 42Q: 3 clusters Score -1201972 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1202065.500000 Penalty: 3214.693359
	Iteration 43Q: 3 clusters Score -1202066 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1202164.750000 Penalty: 3214.693359
	Iteration 44Q: 3 clusters Score -1202165 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1202276.250000 Penalty: 3214.693359
	Iteration 45Q: 3 clusters Score -1202276 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1202396.875000 Penalty: 3214.693359
	Iteration 46Q: 3 clusters Score -1202397 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1202527.000000 Penalty: 3214.693359
	Iteration 47Q: 3 clusters Score -1202527 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1202654.750000 Penalty: 3214.693359
	Iteration 48Q: 3 clusters Score -1202655 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1202781.625000 Penalty: 3214.693359
	Iteration 49Q: 3 clusters Score -1202782 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1202906.625000 Penalty: 3214.693359
	Iteration 50Q: 3 clusters Score -1202907 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1203011.375000 Penalty: 3214.693359
	Iteration 51Q: 3 clusters Score -1203011 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1203102.625000 Penalty: 3214.693359
	Iteration 52Q: 3 clusters Score -1203103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1203210.500000 Penalty: 3214.693359
	Iteration 53Q: 3 clusters Score -1203210 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1203305.000000 Penalty: 3214.693359
	Iteration 54Q: 3 clusters Score -1203305 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1203394.250000 Penalty: 3214.693359
	Iteration 55Q: 3 clusters Score -1203394 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1203482.125000 Penalty: 3214.693359
	Iteration 56Q: 3 clusters Score -1203482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1203548.000000 Penalty: 3214.693359
	Iteration 57Q: 3 clusters Score -1203548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1203627.250000 Penalty: 3214.693359
	Iteration 58Q: 3 clusters Score -1203627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1203684.375000 Penalty: 3214.693359
	Iteration 59Q: 3 clusters Score -1203684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1203723.875000 Penalty: 3214.693359
	Iteration 60F: 3 clusters Score -1203724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1203765.750000 Penalty: 3214.693359
	Iteration 61Q: 3 clusters Score -1203766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1203811.375000 Penalty: 3214.693359
	Iteration 62Q: 3 clusters Score -1203811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1203841.250000 Penalty: 3214.693359
	Iteration 63Q: 3 clusters Score -1203841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1203877.750000 Penalty: 3214.693359
	Iteration 64Q: 3 clusters Score -1203878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -1203903.375000 Penalty: 3214.693359
	Iteration 65Q: 3 clusters Score -1203903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1203929.875000 Penalty: 3214.693359
	Iteration 66Q: 3 clusters Score -1203930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1203944.500000 Penalty: 3214.693359
	Iteration 67Q: 3 clusters Score -1203944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1203961.000000 Penalty: 3214.693359
	Iteration 68Q: 3 clusters Score -1203961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1203973.250000 Penalty: 3214.693359
	Iteration 69Q: 3 clusters Score -1203973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1203983.875000 Penalty: 3214.693359
	Iteration 70Q: 3 clusters Score -1203984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1203989.000000 Penalty: 3214.693359
	Iteration 71Q: 3 clusters Score -1203989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1203994.750000 Penalty: 3214.693359
	Iteration 72Q: 3 clusters Score -1203995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1203998.375000 Penalty: 3214.693359
	Iteration 73Q: 3 clusters Score -1203998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1203998.500000 Penalty: 3214.693359
	Iteration 74Q: 3 clusters Score -1203998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1203998.500000 Penalty: 3214.693359
	Iteration 75F: 3 clusters Score -1203998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -170746.406250 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -170746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -167915.968750 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -167916 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -168729.796875 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -168729.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -168989.359375 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -168989.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -169187.562500 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -169187.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -169462.656250 Penalty: 2623.552002
	Iteration 4F: 3 clusters Score -169462.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -169857.421875 Penalty: 2623.552002
	Iteration 5F: 3 clusters Score -169857.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -170132.093750 Penalty: 2623.552002
	Iteration 6F: 3 clusters Score -170132.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -170289.656250 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -170289.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -170420.656250 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -170420.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -170512.671875 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -170512.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -170577.671875 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -170577.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -170631.406250 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -170631.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -170653.921875 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -170653.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -170664.734375 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -170664.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -170667.234375 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -170667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -170669.125000 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -170669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -170669.875000 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -170669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -170669.875000 Penalty: 2623.552002
	Iteration 17F: 3 clusters Score -170669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -225513.609375 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -225513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -222126.421875 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -222126.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -223512.734375 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -223512.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -224063.046875 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -224063 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -224565.093750 Penalty: 2705.645752
	Iteration 3F: 3 clusters Score -224565.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -225002.484375 Penalty: 2705.645752
	Iteration 4F: 3 clusters Score -225002.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -225356.953125 Penalty: 2705.645752
	Iteration 5F: 3 clusters Score -225357 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -225650.812500 Penalty: 2705.645752
	Iteration 6F: 3 clusters Score -225650.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -225863.703125 Penalty: 2705.645752
	Iteration 7Q: 3 clusters Score -225863.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -226035.546875 Penalty: 2705.645752
	Iteration 8Q: 3 clusters Score -226035.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -226150.015625 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -226150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226226.906250 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -226226.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -226291.078125 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -226291.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -226345.281250 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -226345.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -226405.281250 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -226405.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -226441.015625 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -226441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -226473.015625 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -226473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -226491.296875 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -226491.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -226506.781250 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -226506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -226517.562500 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -226517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -226527.359375 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -226527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -226533.359375 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -226533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -226536.828125 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -226536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -226540.921875 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -226540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226543.671875 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -226543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226543.671875 Penalty: 2705.645752
	Iteration 24F: 3 clusters Score -226543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 3559 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Mstep: Class 32 contains 16482 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 118566 members 
Mstep: Class 36 contains 1749 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 6503 members 
Mstep: Class 39 contains 567 members 
Entering Unmasked Estep 
Score: -30905854.000000 Penalty: 83762.359375
Splitting cluster 28 changes total score from -30902982.000000 to -30905854.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (17892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Entering Unmasked Estep 
Score: -1073797.375000 Penalty: 1591.217651
	Iteration 0F: 2 clusters Score -1073797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1061643.625000 Penalty: 3182.435303
	Iteration 0F: 3 clusters Score -1061644 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1065942.125000 Penalty: 3182.435303
	Iteration 1F: 3 clusters Score -1065942 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1066349.000000 Penalty: 3182.435303
	Iteration 2F: 3 clusters Score -1066349 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1066783.750000 Penalty: 3182.435303
	Iteration 3Q: 3 clusters Score -1066784 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1067205.000000 Penalty: 3182.435303
	Iteration 4F: 3 clusters Score -1067205 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1067575.750000 Penalty: 3182.435303
	Iteration 5Q: 3 clusters Score -1067576 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1067944.000000 Penalty: 3182.435303
	Iteration 6Q: 3 clusters Score -1067944 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1068327.125000 Penalty: 3182.435303
	Iteration 7Q: 3 clusters Score -1068327 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1068740.875000 Penalty: 3182.435303
	Iteration 8Q: 3 clusters Score -1068741 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1069137.250000 Penalty: 3182.435303
	Iteration 9Q: 3 clusters Score -1069137 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1069520.000000 Penalty: 3182.435303
	Iteration 10Q: 3 clusters Score -1069520 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1069876.375000 Penalty: 3182.435303
	Iteration 11Q: 3 clusters Score -1069876 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1070202.125000 Penalty: 3182.435303
	Iteration 12Q: 3 clusters Score -1070202 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1070525.500000 Penalty: 3182.435303
	Iteration 13Q: 3 clusters Score -1070526 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1070809.000000 Penalty: 3182.435303
	Iteration 14Q: 3 clusters Score -1070809 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1071087.875000 Penalty: 3182.435303
	Iteration 15Q: 3 clusters Score -1071088 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1071323.625000 Penalty: 3182.435303
	Iteration 16Q: 3 clusters Score -1071324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1071519.625000 Penalty: 3182.435303
	Iteration 17Q: 3 clusters Score -1071520 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1071691.500000 Penalty: 3182.435303
	Iteration 18Q: 3 clusters Score -1071692 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1071839.750000 Penalty: 3182.435303
	Iteration 19Q: 3 clusters Score -1071840 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1071967.000000 Penalty: 3182.435303
	Iteration 20F: 3 clusters Score -1071967 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1072044.000000 Penalty: 3182.435303
	Iteration 21Q: 3 clusters Score -1072044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1072107.500000 Penalty: 3182.435303
	Iteration 22Q: 3 clusters Score -1072108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1072153.875000 Penalty: 3182.435303
	Iteration 23Q: 3 clusters Score -1072154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1072191.500000 Penalty: 3182.435303
	Iteration 24Q: 3 clusters Score -1072192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1072218.750000 Penalty: 3182.435303
	Iteration 25Q: 3 clusters Score -1072219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1072237.375000 Penalty: 3182.435303
	Iteration 26Q: 3 clusters Score -1072237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1072248.500000 Penalty: 3182.435303
	Iteration 27Q: 3 clusters Score -1072248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1072264.625000 Penalty: 3182.435303
	Iteration 28Q: 3 clusters Score -1072265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1072275.375000 Penalty: 3182.435303
	Iteration 29Q: 3 clusters Score -1072275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1072291.500000 Penalty: 3182.435303
	Iteration 30Q: 3 clusters Score -1072292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1072295.375000 Penalty: 3182.435303
	Iteration 31Q: 3 clusters Score -1072295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1072304.125000 Penalty: 3182.435303
	Iteration 32Q: 3 clusters Score -1072304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1072311.500000 Penalty: 3182.435303
	Iteration 33Q: 3 clusters Score -1072312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1072320.875000 Penalty: 3182.435303
	Iteration 34Q: 3 clusters Score -1072321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1072330.625000 Penalty: 3182.435303
	Iteration 35Q: 3 clusters Score -1072331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1072342.875000 Penalty: 3182.435303
	Iteration 36Q: 3 clusters Score -1072343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1072345.375000 Penalty: 3182.435303
	Iteration 37Q: 3 clusters Score -1072345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1072348.250000 Penalty: 3182.435303
	Iteration 38Q: 3 clusters Score -1072348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1072351.000000 Penalty: 3182.435303
	Iteration 39Q: 3 clusters Score -1072351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1072354.500000 Penalty: 3182.435303
	Iteration 40F: 3 clusters Score -1072354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1072359.250000 Penalty: 3182.435303
	Iteration 41Q: 3 clusters Score -1072359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1072363.375000 Penalty: 3182.435303
	Iteration 42Q: 3 clusters Score -1072363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1072365.125000 Penalty: 3182.435303
	Iteration 43Q: 3 clusters Score -1072365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1072369.625000 Penalty: 3182.435303
	Iteration 44Q: 3 clusters Score -1072370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1072372.250000 Penalty: 3182.435303
	Iteration 45Q: 3 clusters Score -1072372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1072375.250000 Penalty: 3182.435303
	Iteration 46Q: 3 clusters Score -1072375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1072378.125000 Penalty: 3182.435303
	Iteration 47Q: 3 clusters Score -1072378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1072378.000000 Penalty: 3182.435303
	Iteration 48Q: 3 clusters Score -1072378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1072378.500000 Penalty: 3182.435303
	Iteration 49Q: 3 clusters Score -1072378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1072380.875000 Penalty: 3182.435303
	Iteration 50Q: 3 clusters Score -1072381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1072377.875000 Penalty: 3182.435303
	Iteration 51Q: 3 clusters Score -1072378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1072379.125000 Penalty: 3182.435303
	Iteration 52Q: 3 clusters Score -1072379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1072381.250000 Penalty: 3182.435303
	Iteration 53Q: 3 clusters Score -1072381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1072382.375000 Penalty: 3182.435303
	Iteration 54Q: 3 clusters Score -1072382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1072382.125000 Penalty: 3182.435303
	Iteration 55Q: 3 clusters Score -1072382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1072383.125000 Penalty: 3182.435303
	Iteration 56Q: 3 clusters Score -1072383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1072383.000000 Penalty: 3182.435303
	Iteration 57Q: 3 clusters Score -1072383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1072384.125000 Penalty: 3182.435303
	Iteration 58Q: 3 clusters Score -1072384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1072383.625000 Penalty: 3182.435303
	Iteration 59Q: 3 clusters Score -1072384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1072383.625000 Penalty: 3182.435303
	Iteration 60F: 3 clusters Score -1072384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -110242.320312 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -110242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -108175.187500 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -108175.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -108636.164062 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -108636.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -108810.031250 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -108810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -108920.039062 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -108920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -109006.390625 Penalty: 2457.871338
	Iteration 4F: 3 clusters Score -109006.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -109056.218750 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -109056.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -109103.101562 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -109103.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -109140.257812 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -109140.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -109177.054688 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -109177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -109203.851562 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -109203.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -109219.632812 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -109219.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -109237.882812 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -109237.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -109256.734375 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -109256.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -109278.460938 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -109278.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -109297.476562 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -109297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -109309.046875 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -109309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -109320.351562 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -109320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -109329.156250 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -109329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -109339.898438 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -109339.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -109348.242188 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -109348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -109355.289062 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -109355.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -109365.429688 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -109365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -109369.117188 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -109369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -109369.882812 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -109369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -109369.882812 Penalty: 2457.871338
	Iteration 24F: 3 clusters Score -109369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -198483.796875 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -198483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -195425.390625 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -195425.4 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -196155.687500 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -196155.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -196307.500000 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -196307.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -196427.234375 Penalty: 2653.835449
	Iteration 3F: 3 clusters Score -196427.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -196538.109375 Penalty: 2653.835449
	Iteration 4Q: 3 clusters Score -196538.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -196648.500000 Penalty: 2653.835449
	Iteration 5Q: 3 clusters Score -196648.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -196771.687500 Penalty: 2653.835449
	Iteration 6Q: 3 clusters Score -196771.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -196882.593750 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -196882.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -196973.125000 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -196973.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -197054.015625 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -197054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197137.000000 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -197137 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -197204.703125 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -197204.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -197268.984375 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -197269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197311.531250 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -197311.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -197334.765625 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -197334.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -197356.656250 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -197356.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -197381.734375 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -197381.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -197408.578125 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -197408.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -197432.578125 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -197432.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -197455.734375 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -197455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -197474.703125 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -197474.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -197485.296875 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -197485.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -197497.359375 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -197497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -197510.218750 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -197510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -197516.343750 Penalty: 2653.835449
	Iteration 24Q: 3 clusters Score -197516.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -197521.562500 Penalty: 2653.835449
	Iteration 25Q: 3 clusters Score -197521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -197524.968750 Penalty: 2653.835449
	Iteration 26Q: 3 clusters Score -197525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -197526.640625 Penalty: 2653.835449
	Iteration 27Q: 3 clusters Score -197526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -197528.421875 Penalty: 2653.835449
	Iteration 28Q: 3 clusters Score -197528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197530.390625 Penalty: 2653.835449
	Iteration 29Q: 3 clusters Score -197530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -197536.031250 Penalty: 2653.835449
	Iteration 30Q: 3 clusters Score -197536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -197541.437500 Penalty: 2653.835449
	Iteration 31Q: 3 clusters Score -197541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -197547.171875 Penalty: 2653.835449
	Iteration 32Q: 3 clusters Score -197547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -197554.718750 Penalty: 2653.835449
	Iteration 33Q: 3 clusters Score -197554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -197559.406250 Penalty: 2653.835449
	Iteration 34Q: 3 clusters Score -197559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -197567.156250 Penalty: 2653.835449
	Iteration 35Q: 3 clusters Score -197567.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -197574.546875 Penalty: 2653.835449
	Iteration 36Q: 3 clusters Score -197574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -197579.593750 Penalty: 2653.835449
	Iteration 37Q: 3 clusters Score -197579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -197583.812500 Penalty: 2653.835449
	Iteration 38Q: 3 clusters Score -197583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -197585.718750 Penalty: 2653.835449
	Iteration 39Q: 3 clusters Score -197585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -197589.671875 Penalty: 2653.835449
	Iteration 40F: 3 clusters Score -197589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -197593.000000 Penalty: 2653.835449
	Iteration 41Q: 3 clusters Score -197593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -197595.921875 Penalty: 2653.835449
	Iteration 42Q: 3 clusters Score -197595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -197597.687500 Penalty: 2653.835449
	Iteration 43Q: 3 clusters Score -197597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -197599.640625 Penalty: 2653.835449
	Iteration 44Q: 3 clusters Score -197599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -197599.640625 Penalty: 2653.835449
	Iteration 45F: 3 clusters Score -197599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 80998 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 67697 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 26392 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 3559 members 
Mstep: Class 29 contains 17892 members 
Mstep: Class 30 contains 1925 members 
Mstep: Class 31 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30908364.000000 Penalty: 83762.359375
Iteration 79Q: 40 clusters Score -3.090836e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1079 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 10192 members 
Mstep: Class 8 contains 5358 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11387 members 
Mstep: Class 12 contains 80952 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 67882 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 3853 members 
Mstep: Class 19 contains 26490 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 1584 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 6501 members 
Mstep: Class 25 contains 4506 members 
Mstep: Class 26 contains 19876 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 3692 members 
Mstep: Class 29 contains 18286 members 
Mstep: Class 30 contains 1924 members 
Mstep: Class 31 contains 3568 members 
Mstep: Class 32 contains 16276 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 117658 members 
Mstep: Class 36 contains 1739 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 6368 members 
Mstep: Class 39 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30910218.000000 Penalty: 83762.359375
Iteration 80F: 40 clusters Score -3.091022e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 4259 members 
Mstep: Class 7 contains 10253 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11370 members 
Mstep: Class 12 contains 80900 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 67835 members 
Mstep: Class 15 contains 8074 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 26470 members 
Mstep: Class 20 contains 10246 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 2814 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 6437 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 19931 members 
Mstep: Class 27 contains 3218 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 3576 members 
Mstep: Class 32 contains 16632 members 
Mstep: Class 33 contains 2902 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 117368 members 
Mstep: Class 36 contains 1762 members 
Mstep: Class 37 contains 3789 members 
Mstep: Class 38 contains 6391 members 
Mstep: Class 39 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30911110.000000 Penalty: 83762.359375
Iteration 81Q: 40 clusters Score -3.091111e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 10311 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 80845 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 67806 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 26449 members 
Mstep: Class 20 contains 10335 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 20008 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 3810 members 
Mstep: Class 29 contains 18541 members 
Mstep: Class 30 contains 1914 members 
Mstep: Class 31 contains 3629 members 
Mstep: Class 32 contains 16855 members 
Mstep: Class 33 contains 2931 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 117097 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 6384 members 
Mstep: Class 39 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30911642.000000 Penalty: 83762.359375
Iteration 82Q: 40 clusters Score -3.091164e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 80819 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 67794 members 
Mstep: Class 15 contains 8250 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 26431 members 
Mstep: Class 20 contains 10421 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 2775 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 6317 members 
Mstep: Class 25 contains 4421 members 
Mstep: Class 26 contains 20092 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 18620 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 3700 members 
Mstep: Class 32 contains 17058 members 
Mstep: Class 33 contains 2946 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 116867 members 
Mstep: Class 36 contains 1753 members 
Mstep: Class 37 contains 3848 members 
Mstep: Class 38 contains 6364 members 
Mstep: Class 39 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30911916.000000 Penalty: 83762.359375
Iteration 83Q: 40 clusters Score -3.091192e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 2173 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 80792 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 67803 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 26424 members 
Mstep: Class 20 contains 10489 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 2768 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 6252 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 20173 members 
Mstep: Class 27 contains 3242 members 
Mstep: Class 28 contains 3869 members 
Mstep: Class 29 contains 18663 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 3760 members 
Mstep: Class 32 contains 17216 members 
Mstep: Class 33 contains 2954 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 116695 members 
Mstep: Class 36 contains 1749 members 
Mstep: Class 37 contains 3875 members 
Mstep: Class 38 contains 6349 members 
Mstep: Class 39 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30912260.000000 Penalty: 83762.359375
Iteration 84Q: 40 clusters Score -3.091226e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 10421 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 80777 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 14 contains 67819 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 26426 members 
Mstep: Class 20 contains 10517 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 1327 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 20256 members 
Mstep: Class 27 contains 3246 members 
Mstep: Class 28 contains 3891 members 
Mstep: Class 29 contains 18705 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 3840 members 
Mstep: Class 32 contains 17355 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 116521 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 6339 members 
Mstep: Class 39 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30912596.000000 Penalty: 83762.359375
Iteration 85Q: 40 clusters Score -3.09126e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 2149 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1179 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 10440 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 80764 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 26429 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 20338 members 
Mstep: Class 27 contains 3249 members 
Mstep: Class 28 contains 3913 members 
Mstep: Class 29 contains 18731 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 3911 members 
Mstep: Class 32 contains 17468 members 
Mstep: Class 33 contains 2964 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 116363 members 
Mstep: Class 36 contains 1736 members 
Mstep: Class 37 contains 3909 members 
Mstep: Class 38 contains 6330 members 
Mstep: Class 39 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30912862.000000 Penalty: 83762.359375
Iteration 86Q: 40 clusters Score -3.091286e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 10471 members 
Mstep: Class 8 contains 5266 members 
Mstep: Class 9 contains 5440 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 80748 members 
Mstep: Class 13 contains 3885 members 
Mstep: Class 14 contains 67834 members 
Mstep: Class 15 contains 8491 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 26434 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 6114 members 
Mstep: Class 25 contains 4433 members 
Mstep: Class 26 contains 20418 members 
Mstep: Class 27 contains 3250 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 18768 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 3976 members 
Mstep: Class 32 contains 17541 members 
Mstep: Class 33 contains 2972 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 116209 members 
Mstep: Class 36 contains 1730 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 6328 members 
Mstep: Class 39 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913046.000000 Penalty: 83762.359375
Iteration 87Q: 40 clusters Score -3.091305e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 5248 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11337 members 
Mstep: Class 12 contains 80744 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 67836 members 
Mstep: Class 15 contains 8544 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 26437 members 
Mstep: Class 20 contains 10502 members 
Mstep: Class 21 contains 1651 members 
Mstep: Class 22 contains 2775 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 6074 members 
Mstep: Class 25 contains 4439 members 
Mstep: Class 26 contains 20484 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 18791 members 
Mstep: Class 30 contains 1894 members 
Mstep: Class 31 contains 4051 members 
Mstep: Class 32 contains 17601 members 
Mstep: Class 33 contains 2979 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 116093 members 
Mstep: Class 36 contains 1724 members 
Mstep: Class 37 contains 3927 members 
Mstep: Class 38 contains 6325 members 
Mstep: Class 39 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913070.000000 Penalty: 83762.359375
Iteration 88Q: 40 clusters Score -3.091307e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 80738 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 67820 members 
Mstep: Class 15 contains 8586 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 26450 members 
Mstep: Class 20 contains 10481 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 6040 members 
Mstep: Class 25 contains 4446 members 
Mstep: Class 26 contains 20557 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 3948 members 
Mstep: Class 29 contains 18800 members 
Mstep: Class 30 contains 1896 members 
Mstep: Class 31 contains 4113 members 
Mstep: Class 32 contains 17655 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 115992 members 
Mstep: Class 36 contains 1721 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 6325 members 
Mstep: Class 39 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913172.000000 Penalty: 83762.359375
Iteration 89Q: 40 clusters Score -3.091317e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 998 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 80733 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 67803 members 
Mstep: Class 15 contains 8626 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 26452 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 1657 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 6006 members 
Mstep: Class 25 contains 4449 members 
Mstep: Class 26 contains 20623 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 18821 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 4169 members 
Mstep: Class 32 contains 17708 members 
Mstep: Class 33 contains 2991 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 115900 members 
Mstep: Class 36 contains 1720 members 
Mstep: Class 37 contains 3944 members 
Mstep: Class 38 contains 6324 members 
Mstep: Class 39 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913282.000000 Penalty: 83762.359375
Iteration 90Q: 40 clusters Score -3.091328e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 2133 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11333 members 
Mstep: Class 12 contains 80727 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 67776 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 26457 members 
Mstep: Class 20 contains 10447 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 5965 members 
Mstep: Class 25 contains 4454 members 
Mstep: Class 26 contains 20700 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 3946 members 
Mstep: Class 29 contains 18840 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 4213 members 
Mstep: Class 32 contains 17752 members 
Mstep: Class 33 contains 2997 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 115788 members 
Mstep: Class 36 contains 1717 members 
Mstep: Class 37 contains 3960 members 
Mstep: Class 38 contains 6326 members 
Mstep: Class 39 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913308.000000 Penalty: 83762.359375
Iteration 91Q: 40 clusters Score -3.091331e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 2133 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 4175 members 
Mstep: Class 7 contains 10561 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 80721 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 67748 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 26459 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 5920 members 
Mstep: Class 25 contains 4463 members 
Mstep: Class 26 contains 20783 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 18867 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 4258 members 
Mstep: Class 32 contains 17780 members 
Mstep: Class 33 contains 2999 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 115657 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 6330 members 
Mstep: Class 39 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913356.000000 Penalty: 83762.359375
Iteration 92Q: 40 clusters Score -3.091336e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 4173 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 80715 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67718 members 
Mstep: Class 15 contains 8802 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 26458 members 
Mstep: Class 20 contains 10406 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 5876 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 20856 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 18887 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 4293 members 
Mstep: Class 32 contains 17814 members 
Mstep: Class 33 contains 3002 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 115531 members 
Mstep: Class 36 contains 1709 members 
Mstep: Class 37 contains 4018 members 
Mstep: Class 38 contains 6338 members 
Mstep: Class 39 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913324.000000 Penalty: 83762.359375
Iteration 93Q: 40 clusters Score -3.091332e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 997 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 5200 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 80708 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 67684 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 26459 members 
Mstep: Class 20 contains 10395 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 5826 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 20922 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 18909 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 4328 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 3001 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 115410 members 
Mstep: Class 36 contains 1706 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 6348 members 
Mstep: Class 39 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913504.000000 Penalty: 83762.359375
Iteration 94Q: 40 clusters Score -3.09135e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 80703 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 67653 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 26467 members 
Mstep: Class 20 contains 10381 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5786 members 
Mstep: Class 25 contains 4463 members 
Mstep: Class 26 contains 20978 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 18929 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 4357 members 
Mstep: Class 32 contains 17877 members 
Mstep: Class 33 contains 3002 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 115290 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4093 members 
Mstep: Class 38 contains 6348 members 
Mstep: Class 39 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913558.000000 Penalty: 83762.359375
Iteration 95Q: 40 clusters Score -3.091356e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 10619 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 80700 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 67630 members 
Mstep: Class 15 contains 8935 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 26475 members 
Mstep: Class 20 contains 10376 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 21028 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 18951 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 4389 members 
Mstep: Class 32 contains 17909 members 
Mstep: Class 33 contains 3002 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 115157 members 
Mstep: Class 36 contains 1703 members 
Mstep: Class 37 contains 4137 members 
Mstep: Class 38 contains 6354 members 
Mstep: Class 39 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913636.000000 Penalty: 83762.359375
Iteration 96Q: 40 clusters Score -3.091364e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 10627 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80701 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 67611 members 
Mstep: Class 15 contains 8975 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 26476 members 
Mstep: Class 20 contains 10368 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5708 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 21081 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 3931 members 
Mstep: Class 29 contains 18974 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 17935 members 
Mstep: Class 33 contains 3005 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 115034 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4185 members 
Mstep: Class 38 contains 6354 members 
Mstep: Class 39 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913704.000000 Penalty: 83762.359375
Iteration 97Q: 40 clusters Score -3.09137e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 10639 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 80692 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 67595 members 
Mstep: Class 15 contains 9010 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 26474 members 
Mstep: Class 20 contains 10366 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5675 members 
Mstep: Class 25 contains 4469 members 
Mstep: Class 26 contains 21120 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 3931 members 
Mstep: Class 29 contains 18981 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 17956 members 
Mstep: Class 33 contains 3008 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114915 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4238 members 
Mstep: Class 38 contains 6359 members 
Mstep: Class 39 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913766.000000 Penalty: 83762.359375
Iteration 98Q: 40 clusters Score -3.091377e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 80687 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 67575 members 
Mstep: Class 15 contains 9043 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 26461 members 
Mstep: Class 20 contains 10360 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 4474 members 
Mstep: Class 26 contains 21158 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 3929 members 
Mstep: Class 29 contains 19000 members 
Mstep: Class 30 contains 1914 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 17977 members 
Mstep: Class 33 contains 3009 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114794 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4304 members 
Mstep: Class 38 contains 6366 members 
Mstep: Class 39 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913726.000000 Penalty: 83762.359375
Iteration 99Q: 40 clusters Score -3.091373e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 80685 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 67548 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 26463 members 
Mstep: Class 20 contains 10360 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 2785 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 21198 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 3931 members 
Mstep: Class 29 contains 18992 members 
Mstep: Class 30 contains 1915 members 
Mstep: Class 31 contains 4552 members 
Mstep: Class 32 contains 17994 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114679 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4372 members 
Mstep: Class 38 contains 6372 members 
Mstep: Class 39 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913902.000000 Penalty: 83762.359375
Iteration 100F: 40 clusters Score -3.09139e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 80683 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 67531 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 26464 members 
Mstep: Class 20 contains 10361 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5619 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 21223 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 3930 members 
Mstep: Class 29 contains 18966 members 
Mstep: Class 30 contains 1914 members 
Mstep: Class 31 contains 4602 members 
Mstep: Class 32 contains 18019 members 
Mstep: Class 33 contains 3017 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114568 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4435 members 
Mstep: Class 38 contains 6380 members 
Mstep: Class 39 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913966.000000 Penalty: 83762.359375
Iteration 101Q: 40 clusters Score -3.091397e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 10654 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 80683 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 67512 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 26465 members 
Mstep: Class 20 contains 10366 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 21246 members 
Mstep: Class 27 contains 3268 members 
Mstep: Class 28 contains 3928 members 
Mstep: Class 29 contains 18949 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 4634 members 
Mstep: Class 32 contains 18048 members 
Mstep: Class 33 contains 3018 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114459 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 4508 members 
Mstep: Class 38 contains 6386 members 
Mstep: Class 39 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914100.000000 Penalty: 83762.359375
Iteration 102Q: 40 clusters Score -3.09141e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 10647 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80685 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 67494 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 26463 members 
Mstep: Class 20 contains 10359 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 21278 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 18936 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 4668 members 
Mstep: Class 32 contains 18089 members 
Mstep: Class 33 contains 3021 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114347 members 
Mstep: Class 36 contains 1709 members 
Mstep: Class 37 contains 4580 members 
Mstep: Class 38 contains 6391 members 
Mstep: Class 39 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914242.000000 Penalty: 83762.359375
Iteration 103Q: 40 clusters Score -3.091424e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80681 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 9256 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 26471 members 
Mstep: Class 20 contains 10350 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 21302 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 3936 members 
Mstep: Class 29 contains 18950 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 4712 members 
Mstep: Class 32 contains 18120 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114221 members 
Mstep: Class 36 contains 1709 members 
Mstep: Class 37 contains 4633 members 
Mstep: Class 38 contains 6400 members 
Mstep: Class 39 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914318.000000 Penalty: 83762.359375
Iteration 104Q: 40 clusters Score -3.091432e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80678 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 26467 members 
Mstep: Class 20 contains 10344 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5520 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 21330 members 
Mstep: Class 27 contains 3276 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 18994 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 4733 members 
Mstep: Class 32 contains 18147 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 114103 members 
Mstep: Class 36 contains 1710 members 
Mstep: Class 37 contains 4669 members 
Mstep: Class 38 contains 6404 members 
Mstep: Class 39 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914394.000000 Penalty: 83762.359375
Iteration 105Q: 40 clusters Score -3.091439e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 10647 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80679 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 67467 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3864 members 
Mstep: Class 19 contains 26465 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2792 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5492 members 
Mstep: Class 25 contains 4478 members 
Mstep: Class 26 contains 21362 members 
Mstep: Class 27 contains 3279 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 19046 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 4753 members 
Mstep: Class 32 contains 18179 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 113967 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 4699 members 
Mstep: Class 38 contains 6403 members 
Mstep: Class 39 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914352.000000 Penalty: 83762.359375
Iteration 106Q: 40 clusters Score -3.091435e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 943 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 10645 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80681 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 67461 members 
Mstep: Class 15 contains 9392 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 26469 members 
Mstep: Class 20 contains 10307 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2792 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 21397 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 19087 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 4773 members 
Mstep: Class 32 contains 18209 members 
Mstep: Class 33 contains 3047 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 113840 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 4723 members 
Mstep: Class 38 contains 6406 members 
Mstep: Class 39 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914304.000000 Penalty: 83762.359375
Iteration 107Q: 40 clusters Score -3.09143e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 938 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80680 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 67452 members 
Mstep: Class 15 contains 9438 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 26479 members 
Mstep: Class 20 contains 10289 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 4482 members 
Mstep: Class 26 contains 21433 members 
Mstep: Class 27 contains 3290 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 19114 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 18223 members 
Mstep: Class 33 contains 3049 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 113733 members 
Mstep: Class 36 contains 1710 members 
Mstep: Class 37 contains 4741 members 
Mstep: Class 38 contains 6414 members 
Mstep: Class 39 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914398.000000 Penalty: 83762.359375
Iteration 108Q: 40 clusters Score -3.09144e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 936 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 10650 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80678 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67441 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 26487 members 
Mstep: Class 20 contains 10278 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5417 members 
Mstep: Class 25 contains 4485 members 
Mstep: Class 26 contains 21459 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 19139 members 
Mstep: Class 30 contains 1914 members 
Mstep: Class 31 contains 4819 members 
Mstep: Class 32 contains 18239 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 113647 members 
Mstep: Class 36 contains 1709 members 
Mstep: Class 37 contains 4757 members 
Mstep: Class 38 contains 6416 members 
Mstep: Class 39 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914392.000000 Penalty: 83762.359375
Iteration 109Q: 40 clusters Score -3.091439e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80676 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 67442 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 26504 members 
Mstep: Class 20 contains 10248 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5380 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 21491 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 19171 members 
Mstep: Class 30 contains 1915 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 18248 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 113542 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 4775 members 
Mstep: Class 38 contains 6420 members 
Mstep: Class 39 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914440.000000 Penalty: 83762.359375
Iteration 110Q: 40 clusters Score -3.091444e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80676 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 67435 members 
Mstep: Class 15 contains 9550 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 26509 members 
Mstep: Class 20 contains 10228 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 2794 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 4492 members 
Mstep: Class 26 contains 21525 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 19221 members 
Mstep: Class 30 contains 1915 members 
Mstep: Class 31 contains 4870 members 
Mstep: Class 32 contains 18269 members 
Mstep: Class 33 contains 3053 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 113430 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 4798 members 
Mstep: Class 38 contains 6420 members 
Mstep: Class 39 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914576.000000 Penalty: 83762.359375
Iteration 111Q: 40 clusters Score -3.091458e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 909 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80676 members 
Mstep: Class 13 contains 3755 members 
Mstep: Class 14 contains 67430 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 26503 members 
Mstep: Class 20 contains 10220 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 4497 members 
Mstep: Class 26 contains 21563 members 
Mstep: Class 27 contains 3340 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4898 members 
Mstep: Class 32 contains 18291 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 113287 members 
Mstep: Class 36 contains 1713 members 
Mstep: Class 37 contains 4825 members 
Mstep: Class 38 contains 6426 members 
Mstep: Class 39 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914632.000000 Penalty: 83762.359375
Iteration 112Q: 40 clusters Score -3.091463e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 901 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80676 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 67415 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 10213 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 21600 members 
Mstep: Class 27 contains 3360 members 
Mstep: Class 28 contains 3928 members 
Mstep: Class 29 contains 19334 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4927 members 
Mstep: Class 32 contains 18302 members 
Mstep: Class 33 contains 3059 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 113156 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 6434 members 
Mstep: Class 39 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914762.000000 Penalty: 83762.359375
Iteration 113Q: 40 clusters Score -3.091476e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 889 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80676 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67402 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 26509 members 
Mstep: Class 20 contains 10197 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 21629 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 19388 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4951 members 
Mstep: Class 32 contains 18328 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 113036 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 4852 members 
Mstep: Class 38 contains 6443 members 
Mstep: Class 39 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914836.000000 Penalty: 83762.359375
Iteration 114Q: 40 clusters Score -3.091484e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 889 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80677 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 67392 members 
Mstep: Class 15 contains 9739 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 26514 members 
Mstep: Class 20 contains 10179 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 21672 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 3922 members 
Mstep: Class 29 contains 19436 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4963 members 
Mstep: Class 32 contains 18342 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112902 members 
Mstep: Class 36 contains 1706 members 
Mstep: Class 37 contains 4869 members 
Mstep: Class 38 contains 6453 members 
Mstep: Class 39 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914856.000000 Penalty: 83762.359375
Iteration 115Q: 40 clusters Score -3.091486e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 889 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 10647 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5648 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80677 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67395 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 26520 members 
Mstep: Class 20 contains 10158 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5201 members 
Mstep: Class 25 contains 4518 members 
Mstep: Class 26 contains 21718 members 
Mstep: Class 27 contains 3412 members 
Mstep: Class 28 contains 3920 members 
Mstep: Class 29 contains 19493 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4972 members 
Mstep: Class 32 contains 18342 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112764 members 
Mstep: Class 36 contains 1703 members 
Mstep: Class 37 contains 4880 members 
Mstep: Class 38 contains 6460 members 
Mstep: Class 39 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914900.000000 Penalty: 83762.359375
Iteration 116Q: 40 clusters Score -3.09149e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80675 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67389 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 10136 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5157 members 
Mstep: Class 25 contains 4529 members 
Mstep: Class 26 contains 21763 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 3922 members 
Mstep: Class 29 contains 19556 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4982 members 
Mstep: Class 32 contains 18351 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112619 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 6466 members 
Mstep: Class 39 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914924.000000 Penalty: 83762.359375
Iteration 117Q: 40 clusters Score -3.091492e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80673 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67383 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 26538 members 
Mstep: Class 20 contains 10112 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5109 members 
Mstep: Class 25 contains 4537 members 
Mstep: Class 26 contains 21801 members 
Mstep: Class 27 contains 3447 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 19630 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 18374 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112475 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 6472 members 
Mstep: Class 39 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915042.000000 Penalty: 83762.359375
Iteration 118Q: 40 clusters Score -3.091504e+07 nChanged 382
Entering ConstructFrom: 
Score: -30915042.000000 Penalty: 83762.359375
Entering ConstructFrom: 
Trying to split cluster 1 (77464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Entering Unmasked Estep 
Score: -4690609.500000 Penalty: 1829.354858
	Iteration 0F: 2 clusters Score -4690610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -4638760.000000 Penalty: 3658.709717
	Iteration 0F: 3 clusters Score -4638760 nChanged 36815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4660308.000000 Penalty: 3658.709717
	Iteration 1F: 3 clusters Score -4660308 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4661156.000000 Penalty: 3658.709717
	Iteration 2Q: 3 clusters Score -4661156 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4662214.500000 Penalty: 3658.709717
	Iteration 3Q: 3 clusters Score -4662214 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4663623.500000 Penalty: 3658.709717
	Iteration 4Q: 3 clusters Score -4663624 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4665717.000000 Penalty: 3658.709717
	Iteration 5F: 3 clusters Score -4665717 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4668736.000000 Penalty: 3658.709717
	Iteration 6F: 3 clusters Score -4668736 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4672363.500000 Penalty: 3658.709717
	Iteration 7F: 3 clusters Score -4672364 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4675942.000000 Penalty: 3658.709717
	Iteration 8F: 3 clusters Score -4675942 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4678793.000000 Penalty: 3658.709717
	Iteration 9F: 3 clusters Score -4678793 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4680889.000000 Penalty: 3658.709717
	Iteration 10Q: 3 clusters Score -4680889 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4682360.000000 Penalty: 3658.709717
	Iteration 11Q: 3 clusters Score -4682360 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4683466.500000 Penalty: 3658.709717
	Iteration 12Q: 3 clusters Score -4683466 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4684403.500000 Penalty: 3658.709717
	Iteration 13Q: 3 clusters Score -4684404 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -4685261.000000 Penalty: 3658.709717
	Iteration 14Q: 3 clusters Score -4685261 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -4685965.500000 Penalty: 3658.709717
	Iteration 15Q: 3 clusters Score -4685966 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4686505.500000 Penalty: 3658.709717
	Iteration 16Q: 3 clusters Score -4686506 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4687026.000000 Penalty: 3658.709717
	Iteration 17Q: 3 clusters Score -4687026 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4687463.000000 Penalty: 3658.709717
	Iteration 18Q: 3 clusters Score -4687463 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4687800.500000 Penalty: 3658.709717
	Iteration 19Q: 3 clusters Score -4687800 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4688052.000000 Penalty: 3658.709717
	Iteration 20F: 3 clusters Score -4688052 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4688228.000000 Penalty: 3658.709717
	Iteration 21Q: 3 clusters Score -4688228 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4688377.000000 Penalty: 3658.709717
	Iteration 22Q: 3 clusters Score -4688377 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4688467.000000 Penalty: 3658.709717
	Iteration 23Q: 3 clusters Score -4688467 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4688563.000000 Penalty: 3658.709717
	Iteration 24Q: 3 clusters Score -4688563 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4688659.500000 Penalty: 3658.709717
	Iteration 25Q: 3 clusters Score -4688660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4688751.000000 Penalty: 3658.709717
	Iteration 26Q: 3 clusters Score -4688751 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4688803.500000 Penalty: 3658.709717
	Iteration 27Q: 3 clusters Score -4688804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4688855.500000 Penalty: 3658.709717
	Iteration 28Q: 3 clusters Score -4688856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4688894.000000 Penalty: 3658.709717
	Iteration 29Q: 3 clusters Score -4688894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4688921.500000 Penalty: 3658.709717
	Iteration 30Q: 3 clusters Score -4688922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4688955.500000 Penalty: 3658.709717
	Iteration 31Q: 3 clusters Score -4688956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4688989.000000 Penalty: 3658.709717
	Iteration 32Q: 3 clusters Score -4688989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4689016.000000 Penalty: 3658.709717
	Iteration 33Q: 3 clusters Score -4689016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4689033.000000 Penalty: 3658.709717
	Iteration 34Q: 3 clusters Score -4689033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4689066.000000 Penalty: 3658.709717
	Iteration 35Q: 3 clusters Score -4689066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4689093.000000 Penalty: 3658.709717
	Iteration 36Q: 3 clusters Score -4689093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4689111.000000 Penalty: 3658.709717
	Iteration 37Q: 3 clusters Score -4689111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4689137.000000 Penalty: 3658.709717
	Iteration 38Q: 3 clusters Score -4689137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4689146.500000 Penalty: 3658.709717
	Iteration 39Q: 3 clusters Score -4689146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4689153.500000 Penalty: 3658.709717
	Iteration 40F: 3 clusters Score -4689154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4689160.000000 Penalty: 3658.709717
	Iteration 41Q: 3 clusters Score -4689160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4689167.000000 Penalty: 3658.709717
	Iteration 42Q: 3 clusters Score -4689167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4689168.000000 Penalty: 3658.709717
	Iteration 43Q: 3 clusters Score -4689168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4689179.000000 Penalty: 3658.709717
	Iteration 44Q: 3 clusters Score -4689179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4689177.000000 Penalty: 3658.709717
	Iteration 45Q: 3 clusters Score -4689177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4689182.500000 Penalty: 3658.709717
	Iteration 46Q: 3 clusters Score -4689182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4689184.000000 Penalty: 3658.709717
	Iteration 47Q: 3 clusters Score -4689184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4689186.000000 Penalty: 3658.709717
	Iteration 48Q: 3 clusters Score -4689186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4689190.500000 Penalty: 3658.709717
	Iteration 49Q: 3 clusters Score -4689190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4689188.500000 Penalty: 3658.709717
	Iteration 50Q: 3 clusters Score -4689188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4689191.000000 Penalty: 3658.709717
	Iteration 51Q: 3 clusters Score -4689191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4689188.500000 Penalty: 3658.709717
	Iteration 52Q: 3 clusters Score -4689188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4689187.000000 Penalty: 3658.709717
	Iteration 53Q: 3 clusters Score -4689187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4689191.000000 Penalty: 3658.709717
	Iteration 54Q: 3 clusters Score -4689191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4689188.000000 Penalty: 3658.709717
	Iteration 55Q: 3 clusters Score -4689188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4689190.500000 Penalty: 3658.709717
	Iteration 56Q: 3 clusters Score -4689190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4689190.500000 Penalty: 3658.709717
	Iteration 57Q: 3 clusters Score -4689190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4689190.500000 Penalty: 3658.709717
	Iteration 58F: 3 clusters Score -4689190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -86080.703125 Penalty: 1240.107666
	Iteration 0F: 2 clusters Score -86080.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -84010.578125 Penalty: 2480.215332
	Iteration 0F: 3 clusters Score -84010.58 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -84780.750000 Penalty: 2480.215332
	Iteration 1F: 3 clusters Score -84780.75 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -85160.335938 Penalty: 2480.215332
	Iteration 2F: 3 clusters Score -85160.34 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -85415.648438 Penalty: 2480.215332
	Iteration 3F: 3 clusters Score -85415.65 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85517.164062 Penalty: 2480.215332
	Iteration 4F: 3 clusters Score -85517.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -85601.750000 Penalty: 2480.215332
	Iteration 5Q: 3 clusters Score -85601.75 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -85703.484375 Penalty: 2480.215332
	Iteration 6Q: 3 clusters Score -85703.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -85771.351562 Penalty: 2480.215332
	Iteration 7Q: 3 clusters Score -85771.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -85830.718750 Penalty: 2480.215332
	Iteration 8Q: 3 clusters Score -85830.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -85865.765625 Penalty: 2480.215332
	Iteration 9Q: 3 clusters Score -85865.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -85880.234375 Penalty: 2480.215332
	Iteration 10Q: 3 clusters Score -85880.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -85894.710938 Penalty: 2480.215332
	Iteration 11Q: 3 clusters Score -85894.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -85909.054688 Penalty: 2480.215332
	Iteration 12Q: 3 clusters Score -85909.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -85916.875000 Penalty: 2480.215332
	Iteration 13Q: 3 clusters Score -85916.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -85919.687500 Penalty: 2480.215332
	Iteration 14Q: 3 clusters Score -85919.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -85922.031250 Penalty: 2480.215332
	Iteration 15Q: 3 clusters Score -85922.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -85923.406250 Penalty: 2480.215332
	Iteration 16Q: 3 clusters Score -85923.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -85925.179688 Penalty: 2480.215332
	Iteration 17Q: 3 clusters Score -85925.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -85926.757812 Penalty: 2480.215332
	Iteration 18Q: 3 clusters Score -85926.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -85928.304688 Penalty: 2480.215332
	Iteration 19Q: 3 clusters Score -85928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -85932.304688 Penalty: 2480.215332
	Iteration 20F: 3 clusters Score -85932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -85938.460938 Penalty: 2480.215332
	Iteration 21Q: 3 clusters Score -85938.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -85947.195312 Penalty: 2480.215332
	Iteration 22Q: 3 clusters Score -85947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -85952.875000 Penalty: 2480.215332
	Iteration 23Q: 3 clusters Score -85952.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -85959.046875 Penalty: 2480.215332
	Iteration 24Q: 3 clusters Score -85959.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -85962.203125 Penalty: 2480.215332
	Iteration 25Q: 3 clusters Score -85962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -85963.078125 Penalty: 2480.215332
	Iteration 26Q: 3 clusters Score -85963.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -85964.046875 Penalty: 2480.215332
	Iteration 27Q: 3 clusters Score -85964.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -85964.046875 Penalty: 2480.215332
	Iteration 28F: 3 clusters Score -85964.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -81947.093750 Penalty: 1185.004883
	Iteration 0F: 2 clusters Score -81947.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -80203.406250 Penalty: 2370.009766
	Iteration 0F: 3 clusters Score -80203.41 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -80560.265625 Penalty: 2370.009766
	Iteration 1F: 3 clusters Score -80560.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -80666.101562 Penalty: 2370.009766
	Iteration 2F: 3 clusters Score -80666.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -80745.929688 Penalty: 2370.009766
	Iteration 3F: 3 clusters Score -80745.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -80820.351562 Penalty: 2370.009766
	Iteration 4Q: 3 clusters Score -80820.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -80883.164062 Penalty: 2370.009766
	Iteration 5Q: 3 clusters Score -80883.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -80981.414062 Penalty: 2370.009766
	Iteration 6Q: 3 clusters Score -80981.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81133.968750 Penalty: 2370.009766
	Iteration 7Q: 3 clusters Score -81133.97 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -81419.218750 Penalty: 2370.009766
	Iteration 8F: 3 clusters Score -81419.22 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -81836.656250 Penalty: 2370.009766
	Iteration 9F: 3 clusters Score -81836.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82125.992188 Penalty: 2370.009766
	Iteration 10F: 3 clusters Score -82125.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82271.468750 Penalty: 2370.009766
	Iteration 11Q: 3 clusters Score -82271.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82410.398438 Penalty: 2370.009766
	Iteration 12Q: 3 clusters Score -82410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82513.335938 Penalty: 2370.009766
	Iteration 13Q: 3 clusters Score -82513.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82557.515625 Penalty: 2370.009766
	Iteration 14Q: 3 clusters Score -82557.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82557.515625 Penalty: 2370.009766
	Iteration 15F: 3 clusters Score -82557.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 508 members 
Entering Unmasked Estep 
Score: -30914738.000000 Penalty: 85910.117188
Splitting cluster 3 changes total score from -30915042.000000 to -30914738.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -68406.421875 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -68406.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66835.875000 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -66835.88 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -67182.820312 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -67182.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67364.148438 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -67364.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -67491.367188 Penalty: 2302.645996
	Iteration 3Q: 3 clusters Score -67491.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67605.593750 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -67605.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67657.640625 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -67657.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -67691.382812 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -67691.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -67719.257812 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -67719.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -67743.718750 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -67743.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -67766.960938 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -67766.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -67788.195312 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -67788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -67817.304688 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -67817.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -67836.507812 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -67836.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -67854.164062 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -67854.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -67875.460938 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -67875.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -67891.281250 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -67891.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -67900.335938 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -67900.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67904.117188 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -67904.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -67910.015625 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -67910.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -67916.062500 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -67916.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -67918.695312 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -67918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -67920.820312 Penalty: 2302.645996
	Iteration 21Q: 3 clusters Score -67920.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -67921.664062 Penalty: 2302.645996
	Iteration 22Q: 3 clusters Score -67921.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -67922.781250 Penalty: 2302.645996
	Iteration 23Q: 3 clusters Score -67922.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -67924.921875 Penalty: 2302.645996
	Iteration 24Q: 3 clusters Score -67924.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -67925.851562 Penalty: 2302.645996
	Iteration 25Q: 3 clusters Score -67925.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -67925.851562 Penalty: 2302.645996
	Iteration 26F: 3 clusters Score -67925.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -50500.640625 Penalty: 1103.207886
	Iteration 0F: 2 clusters Score -50500.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49138.632812 Penalty: 2206.415771
	Iteration 0F: 3 clusters Score -49138.63 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -49385.808594 Penalty: 2206.415771
	Iteration 1F: 3 clusters Score -49385.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49471.453125 Penalty: 2206.415771
	Iteration 2F: 3 clusters Score -49471.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49520.871094 Penalty: 2206.415771
	Iteration 3Q: 3 clusters Score -49520.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49541.894531 Penalty: 2206.415771
	Iteration 4Q: 3 clusters Score -49541.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49555.500000 Penalty: 2206.415771
	Iteration 5Q: 3 clusters Score -49555.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49566.441406 Penalty: 2206.415771
	Iteration 6Q: 3 clusters Score -49566.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49571.136719 Penalty: 2206.415771
	Iteration 7Q: 3 clusters Score -49571.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49575.128906 Penalty: 2206.415771
	Iteration 8Q: 3 clusters Score -49575.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49586.179688 Penalty: 2206.415771
	Iteration 9Q: 3 clusters Score -49586.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49601.023438 Penalty: 2206.415771
	Iteration 10Q: 3 clusters Score -49601.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -49609.433594 Penalty: 2206.415771
	Iteration 11Q: 3 clusters Score -49609.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49618.582031 Penalty: 2206.415771
	Iteration 12Q: 3 clusters Score -49618.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49629.964844 Penalty: 2206.415771
	Iteration 13Q: 3 clusters Score -49629.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49646.714844 Penalty: 2206.415771
	Iteration 14Q: 3 clusters Score -49646.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49658.019531 Penalty: 2206.415771
	Iteration 15Q: 3 clusters Score -49658.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49664.378906 Penalty: 2206.415771
	Iteration 16Q: 3 clusters Score -49664.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49667.355469 Penalty: 2206.415771
	Iteration 17Q: 3 clusters Score -49667.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49671.050781 Penalty: 2206.415771
	Iteration 18Q: 3 clusters Score -49671.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49673.933594 Penalty: 2206.415771
	Iteration 19Q: 3 clusters Score -49673.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49673.933594 Penalty: 2206.415771
	Iteration 20F: 3 clusters Score -49673.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -225664.500000 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -225664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -222363.531250 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -222363.5 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -223359.796875 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -223359.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -223777.031250 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -223777 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -224259.171875 Penalty: 2693.937012
	Iteration 3F: 3 clusters Score -224259.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -224654.562500 Penalty: 2693.937012
	Iteration 4F: 3 clusters Score -224654.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -224943.281250 Penalty: 2693.937012
	Iteration 5F: 3 clusters Score -224943.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -225106.328125 Penalty: 2693.937012
	Iteration 6F: 3 clusters Score -225106.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -225188.578125 Penalty: 2693.937012
	Iteration 7Q: 3 clusters Score -225188.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -225255.203125 Penalty: 2693.937012
	Iteration 8Q: 3 clusters Score -225255.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -225311.890625 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -225311.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -225361.156250 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -225361.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -225398.062500 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -225398.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -225428.437500 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -225428.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -225451.671875 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -225451.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -225465.687500 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -225465.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -225478.796875 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -225478.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -225494.343750 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -225494.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -225508.765625 Penalty: 2693.937012
	Iteration 17Q: 3 clusters Score -225508.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -225525.406250 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -225525.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -225545.859375 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -225545.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -225566.265625 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -225566.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -225586.656250 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -225586.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -225618.703125 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -225618.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -225686.656250 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -225686.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -225811.250000 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -225811.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -225967.109375 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -225967.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -226137.968750 Penalty: 2693.937012
	Iteration 26Q: 3 clusters Score -226138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -226286.046875 Penalty: 2693.937012
	Iteration 27Q: 3 clusters Score -226286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -226444.984375 Penalty: 2693.937012
	Iteration 28Q: 3 clusters Score -226445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -226561.796875 Penalty: 2693.937012
	Iteration 29Q: 3 clusters Score -226561.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -226607.593750 Penalty: 2693.937012
	Iteration 30Q: 3 clusters Score -226607.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -226615.406250 Penalty: 2693.937012
	Iteration 31Q: 3 clusters Score -226615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -226616.906250 Penalty: 2693.937012
	Iteration 32Q: 3 clusters Score -226616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -226617.234375 Penalty: 2693.937012
	Iteration 33Q: 3 clusters Score -226617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -226617.234375 Penalty: 2693.937012
	Iteration 34F: 3 clusters Score -226617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Entering Unmasked Estep 
Score: -30915238.000000 Penalty: 85910.117188
Splitting cluster 6 changes total score from -30915042.000000 to -30915238.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 7 (10655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Entering Unmasked Estep 
Score: -547362.812500 Penalty: 1506.989990
	Iteration 0F: 2 clusters Score -547362.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -539753.750000 Penalty: 3013.979980
	Iteration 0F: 3 clusters Score -539753.8 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -542683.125000 Penalty: 3013.979980
	Iteration 1F: 3 clusters Score -542683.1 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -543403.250000 Penalty: 3013.979980
	Iteration 2F: 3 clusters Score -543403.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -544158.500000 Penalty: 3013.979980
	Iteration 3F: 3 clusters Score -544158.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -544768.312500 Penalty: 3013.979980
	Iteration 4F: 3 clusters Score -544768.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -545214.437500 Penalty: 3013.979980
	Iteration 5F: 3 clusters Score -545214.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -545467.000000 Penalty: 3013.979980
	Iteration 6Q: 3 clusters Score -545467 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -545626.000000 Penalty: 3013.979980
	Iteration 7Q: 3 clusters Score -545626 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -545725.062500 Penalty: 3013.979980
	Iteration 8Q: 3 clusters Score -545725.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -545800.562500 Penalty: 3013.979980
	Iteration 9Q: 3 clusters Score -545800.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -545864.125000 Penalty: 3013.979980
	Iteration 10Q: 3 clusters Score -545864.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -545906.812500 Penalty: 3013.979980
	Iteration 11Q: 3 clusters Score -545906.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -545944.500000 Penalty: 3013.979980
	Iteration 12Q: 3 clusters Score -545944.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -545979.562500 Penalty: 3013.979980
	Iteration 13Q: 3 clusters Score -545979.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -546014.250000 Penalty: 3013.979980
	Iteration 14Q: 3 clusters Score -546014.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -546040.000000 Penalty: 3013.979980
	Iteration 15Q: 3 clusters Score -546040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -546065.500000 Penalty: 3013.979980
	Iteration 16Q: 3 clusters Score -546065.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -546097.125000 Penalty: 3013.979980
	Iteration 17Q: 3 clusters Score -546097.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -546124.187500 Penalty: 3013.979980
	Iteration 18Q: 3 clusters Score -546124.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -546156.875000 Penalty: 3013.979980
	Iteration 19Q: 3 clusters Score -546156.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -546181.437500 Penalty: 3013.979980
	Iteration 20F: 3 clusters Score -546181.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -546202.750000 Penalty: 3013.979980
	Iteration 21Q: 3 clusters Score -546202.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -546219.500000 Penalty: 3013.979980
	Iteration 22Q: 3 clusters Score -546219.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -546234.187500 Penalty: 3013.979980
	Iteration 23Q: 3 clusters Score -546234.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -546249.750000 Penalty: 3013.979980
	Iteration 24Q: 3 clusters Score -546249.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -546261.750000 Penalty: 3013.979980
	Iteration 25Q: 3 clusters Score -546261.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -546275.250000 Penalty: 3013.979980
	Iteration 26Q: 3 clusters Score -546275.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -546293.500000 Penalty: 3013.979980
	Iteration 27Q: 3 clusters Score -546293.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -546315.062500 Penalty: 3013.979980
	Iteration 28Q: 3 clusters Score -546315.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -546330.875000 Penalty: 3013.979980
	Iteration 29Q: 3 clusters Score -546330.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -546349.500000 Penalty: 3013.979980
	Iteration 30Q: 3 clusters Score -546349.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -546373.437500 Penalty: 3013.979980
	Iteration 31Q: 3 clusters Score -546373.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -546405.312500 Penalty: 3013.979980
	Iteration 32Q: 3 clusters Score -546405.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -546430.562500 Penalty: 3013.979980
	Iteration 33Q: 3 clusters Score -546430.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -546454.750000 Penalty: 3013.979980
	Iteration 34Q: 3 clusters Score -546454.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -546474.937500 Penalty: 3013.979980
	Iteration 35Q: 3 clusters Score -546474.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -546497.312500 Penalty: 3013.979980
	Iteration 36Q: 3 clusters Score -546497.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -546516.812500 Penalty: 3013.979980
	Iteration 37Q: 3 clusters Score -546516.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -546540.625000 Penalty: 3013.979980
	Iteration 38Q: 3 clusters Score -546540.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -546562.062500 Penalty: 3013.979980
	Iteration 39Q: 3 clusters Score -546562.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -546580.750000 Penalty: 3013.979980
	Iteration 40F: 3 clusters Score -546580.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -546601.687500 Penalty: 3013.979980
	Iteration 41Q: 3 clusters Score -546601.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -546618.125000 Penalty: 3013.979980
	Iteration 42Q: 3 clusters Score -546618.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -546643.062500 Penalty: 3013.979980
	Iteration 43Q: 3 clusters Score -546643.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -546663.687500 Penalty: 3013.979980
	Iteration 44Q: 3 clusters Score -546663.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -546681.312500 Penalty: 3013.979980
	Iteration 45Q: 3 clusters Score -546681.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -546700.875000 Penalty: 3013.979980
	Iteration 46Q: 3 clusters Score -546700.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -546714.750000 Penalty: 3013.979980
	Iteration 47Q: 3 clusters Score -546714.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -546735.625000 Penalty: 3013.979980
	Iteration 48Q: 3 clusters Score -546735.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -546756.000000 Penalty: 3013.979980
	Iteration 49Q: 3 clusters Score -546756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -546773.875000 Penalty: 3013.979980
	Iteration 50Q: 3 clusters Score -546773.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -546805.437500 Penalty: 3013.979980
	Iteration 51Q: 3 clusters Score -546805.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -546819.437500 Penalty: 3013.979980
	Iteration 52Q: 3 clusters Score -546819.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -546829.875000 Penalty: 3013.979980
	Iteration 53Q: 3 clusters Score -546829.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -546839.562500 Penalty: 3013.979980
	Iteration 54Q: 3 clusters Score -546839.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -546846.625000 Penalty: 3013.979980
	Iteration 55Q: 3 clusters Score -546846.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -546851.875000 Penalty: 3013.979980
	Iteration 56Q: 3 clusters Score -546851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -546855.437500 Penalty: 3013.979980
	Iteration 57Q: 3 clusters Score -546855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -546862.687500 Penalty: 3013.979980
	Iteration 58Q: 3 clusters Score -546862.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -546868.625000 Penalty: 3013.979980
	Iteration 59Q: 3 clusters Score -546868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -546870.812500 Penalty: 3013.979980
	Iteration 60F: 3 clusters Score -546870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -546872.500000 Penalty: 3013.979980
	Iteration 61Q: 3 clusters Score -546872.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -546878.937500 Penalty: 3013.979980
	Iteration 62Q: 3 clusters Score -546878.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -546884.812500 Penalty: 3013.979980
	Iteration 63Q: 3 clusters Score -546884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -546891.125000 Penalty: 3013.979980
	Iteration 64Q: 3 clusters Score -546891.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -546894.375000 Penalty: 3013.979980
	Iteration 65Q: 3 clusters Score -546894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -546895.875000 Penalty: 3013.979980
	Iteration 66Q: 3 clusters Score -546895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -546897.687500 Penalty: 3013.979980
	Iteration 67Q: 3 clusters Score -546897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -546898.562500 Penalty: 3013.979980
	Iteration 68Q: 3 clusters Score -546898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -546901.312500 Penalty: 3013.979980
	Iteration 69Q: 3 clusters Score -546901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -546903.000000 Penalty: 3013.979980
	Iteration 70Q: 3 clusters Score -546903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -546905.312500 Penalty: 3013.979980
	Iteration 71Q: 3 clusters Score -546905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -546905.625000 Penalty: 3013.979980
	Iteration 72Q: 3 clusters Score -546905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -546908.812500 Penalty: 3013.979980
	Iteration 73Q: 3 clusters Score -546908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -546910.875000 Penalty: 3013.979980
	Iteration 74Q: 3 clusters Score -546910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -546910.437500 Penalty: 3013.979980
	Iteration 75Q: 3 clusters Score -546910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -546911.937500 Penalty: 3013.979980
	Iteration 76Q: 3 clusters Score -546911.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -546912.625000 Penalty: 3013.979980
	Iteration 77Q: 3 clusters Score -546912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -546914.187500 Penalty: 3013.979980
	Iteration 78Q: 3 clusters Score -546914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -546914.562500 Penalty: 3013.979980
	Iteration 79Q: 3 clusters Score -546914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -546914.562500 Penalty: 3013.979980
	Iteration 80F: 3 clusters Score -546914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -272755.718750 Penalty: 1389.256958
	Iteration 0F: 2 clusters Score -272755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -268641.750000 Penalty: 2778.513916
	Iteration 0F: 3 clusters Score -268641.8 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -269810.031250 Penalty: 2778.513916
	Iteration 1F: 3 clusters Score -269810 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -269993.781250 Penalty: 2778.513916
	Iteration 2F: 3 clusters Score -269993.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -270137.687500 Penalty: 2778.513916
	Iteration 3F: 3 clusters Score -270137.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -270252.812500 Penalty: 2778.513916
	Iteration 4Q: 3 clusters Score -270252.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -270345.656250 Penalty: 2778.513916
	Iteration 5Q: 3 clusters Score -270345.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -270434.531250 Penalty: 2778.513916
	Iteration 6Q: 3 clusters Score -270434.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -270540.843750 Penalty: 2778.513916
	Iteration 7Q: 3 clusters Score -270540.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -270669.312500 Penalty: 2778.513916
	Iteration 8Q: 3 clusters Score -270669.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -270820.375000 Penalty: 2778.513916
	Iteration 9Q: 3 clusters Score -270820.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -270977.437500 Penalty: 2778.513916
	Iteration 10Q: 3 clusters Score -270977.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271146.062500 Penalty: 2778.513916
	Iteration 11Q: 3 clusters Score -271146.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -271289.406250 Penalty: 2778.513916
	Iteration 12Q: 3 clusters Score -271289.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -271376.250000 Penalty: 2778.513916
	Iteration 13Q: 3 clusters Score -271376.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271438.781250 Penalty: 2778.513916
	Iteration 14Q: 3 clusters Score -271438.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271491.343750 Penalty: 2778.513916
	Iteration 15Q: 3 clusters Score -271491.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271541.250000 Penalty: 2778.513916
	Iteration 16Q: 3 clusters Score -271541.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -271576.156250 Penalty: 2778.513916
	Iteration 17Q: 3 clusters Score -271576.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -271602.687500 Penalty: 2778.513916
	Iteration 18Q: 3 clusters Score -271602.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271618.937500 Penalty: 2778.513916
	Iteration 19Q: 3 clusters Score -271618.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -271632.718750 Penalty: 2778.513916
	Iteration 20F: 3 clusters Score -271632.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271641.406250 Penalty: 2778.513916
	Iteration 21Q: 3 clusters Score -271641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -271649.187500 Penalty: 2778.513916
	Iteration 22Q: 3 clusters Score -271649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -271660.718750 Penalty: 2778.513916
	Iteration 23Q: 3 clusters Score -271660.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271671.875000 Penalty: 2778.513916
	Iteration 24Q: 3 clusters Score -271671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -271679.218750 Penalty: 2778.513916
	Iteration 25Q: 3 clusters Score -271679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -271685.625000 Penalty: 2778.513916
	Iteration 26Q: 3 clusters Score -271685.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -271691.437500 Penalty: 2778.513916
	Iteration 27Q: 3 clusters Score -271691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -271693.656250 Penalty: 2778.513916
	Iteration 28Q: 3 clusters Score -271693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -271694.093750 Penalty: 2778.513916
	Iteration 29Q: 3 clusters Score -271694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271695.906250 Penalty: 2778.513916
	Iteration 30Q: 3 clusters Score -271695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -271695.875000 Penalty: 2778.513916
	Iteration 31Q: 3 clusters Score -271695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -271697.000000 Penalty: 2778.513916
	Iteration 32Q: 3 clusters Score -271697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -271698.281250 Penalty: 2778.513916
	Iteration 33Q: 3 clusters Score -271698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -271699.093750 Penalty: 2778.513916
	Iteration 34Q: 3 clusters Score -271699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -271699.250000 Penalty: 2778.513916
	Iteration 35Q: 3 clusters Score -271699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -271701.281250 Penalty: 2778.513916
	Iteration 36Q: 3 clusters Score -271701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -271702.531250 Penalty: 2778.513916
	Iteration 37Q: 3 clusters Score -271702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -271703.312500 Penalty: 2778.513916
	Iteration 38Q: 3 clusters Score -271703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -271703.312500 Penalty: 2778.513916
	Iteration 39F: 3 clusters Score -271703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -329829.968750 Penalty: 1404.392456
	Iteration 0F: 2 clusters Score -329830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -325435.875000 Penalty: 2808.784912
	Iteration 0F: 3 clusters Score -325435.9 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -326797.343750 Penalty: 2808.784912
	Iteration 1F: 3 clusters Score -326797.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -327047.031250 Penalty: 2808.784912
	Iteration 2F: 3 clusters Score -327047 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -327260.406250 Penalty: 2808.784912
	Iteration 3F: 3 clusters Score -327260.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -327481.750000 Penalty: 2808.784912
	Iteration 4F: 3 clusters Score -327481.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -327687.093750 Penalty: 2808.784912
	Iteration 5F: 3 clusters Score -327687.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -327871.000000 Penalty: 2808.784912
	Iteration 6Q: 3 clusters Score -327871 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -328023.125000 Penalty: 2808.784912
	Iteration 7Q: 3 clusters Score -328023.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -328172.000000 Penalty: 2808.784912
	Iteration 8Q: 3 clusters Score -328172 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -328297.062500 Penalty: 2808.784912
	Iteration 9Q: 3 clusters Score -328297.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -328391.125000 Penalty: 2808.784912
	Iteration 10Q: 3 clusters Score -328391.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -328470.750000 Penalty: 2808.784912
	Iteration 11Q: 3 clusters Score -328470.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -328542.500000 Penalty: 2808.784912
	Iteration 12Q: 3 clusters Score -328542.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -328596.000000 Penalty: 2808.784912
	Iteration 13Q: 3 clusters Score -328596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -328625.343750 Penalty: 2808.784912
	Iteration 14Q: 3 clusters Score -328625.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -328650.968750 Penalty: 2808.784912
	Iteration 15Q: 3 clusters Score -328651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -328671.125000 Penalty: 2808.784912
	Iteration 16Q: 3 clusters Score -328671.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -328685.312500 Penalty: 2808.784912
	Iteration 17Q: 3 clusters Score -328685.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -328698.656250 Penalty: 2808.784912
	Iteration 18Q: 3 clusters Score -328698.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -328718.656250 Penalty: 2808.784912
	Iteration 19Q: 3 clusters Score -328718.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -328734.906250 Penalty: 2808.784912
	Iteration 20F: 3 clusters Score -328734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -328749.625000 Penalty: 2808.784912
	Iteration 21Q: 3 clusters Score -328749.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -328768.062500 Penalty: 2808.784912
	Iteration 22Q: 3 clusters Score -328768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -328800.906250 Penalty: 2808.784912
	Iteration 23Q: 3 clusters Score -328800.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -328823.031250 Penalty: 2808.784912
	Iteration 24Q: 3 clusters Score -328823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -328834.843750 Penalty: 2808.784912
	Iteration 25Q: 3 clusters Score -328834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -328847.125000 Penalty: 2808.784912
	Iteration 26Q: 3 clusters Score -328847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -328858.250000 Penalty: 2808.784912
	Iteration 27Q: 3 clusters Score -328858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -328866.343750 Penalty: 2808.784912
	Iteration 28Q: 3 clusters Score -328866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -328878.375000 Penalty: 2808.784912
	Iteration 29Q: 3 clusters Score -328878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -328902.281250 Penalty: 2808.784912
	Iteration 30Q: 3 clusters Score -328902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -328909.781250 Penalty: 2808.784912
	Iteration 31Q: 3 clusters Score -328909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -328914.062500 Penalty: 2808.784912
	Iteration 32Q: 3 clusters Score -328914.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -328920.250000 Penalty: 2808.784912
	Iteration 33Q: 3 clusters Score -328920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -328926.187500 Penalty: 2808.784912
	Iteration 34Q: 3 clusters Score -328926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -328938.656250 Penalty: 2808.784912
	Iteration 35Q: 3 clusters Score -328938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -328959.187500 Penalty: 2808.784912
	Iteration 36Q: 3 clusters Score -328959.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -328970.718750 Penalty: 2808.784912
	Iteration 37Q: 3 clusters Score -328970.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -328979.750000 Penalty: 2808.784912
	Iteration 38Q: 3 clusters Score -328979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -328992.968750 Penalty: 2808.784912
	Iteration 39Q: 3 clusters Score -328993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -329067.187500 Penalty: 2808.784912
	Iteration 40F: 3 clusters Score -329067.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -329214.343750 Penalty: 2808.784912
	Iteration 41Q: 3 clusters Score -329214.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -329360.718750 Penalty: 2808.784912
	Iteration 42Q: 3 clusters Score -329360.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -329459.031250 Penalty: 2808.784912
	Iteration 43Q: 3 clusters Score -329459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -329508.843750 Penalty: 2808.784912
	Iteration 44Q: 3 clusters Score -329508.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -329535.406250 Penalty: 2808.784912
	Iteration 45Q: 3 clusters Score -329535.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -329553.562500 Penalty: 2808.784912
	Iteration 46Q: 3 clusters Score -329553.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -329566.875000 Penalty: 2808.784912
	Iteration 47Q: 3 clusters Score -329566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -329579.468750 Penalty: 2808.784912
	Iteration 48Q: 3 clusters Score -329579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -329586.875000 Penalty: 2808.784912
	Iteration 49Q: 3 clusters Score -329586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -329588.593750 Penalty: 2808.784912
	Iteration 50Q: 3 clusters Score -329588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -329589.750000 Penalty: 2808.784912
	Iteration 51Q: 3 clusters Score -329589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -329591.718750 Penalty: 2808.784912
	Iteration 52Q: 3 clusters Score -329591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -329596.437500 Penalty: 2808.784912
	Iteration 53Q: 3 clusters Score -329596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -329597.468750 Penalty: 2808.784912
	Iteration 54Q: 3 clusters Score -329597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -329598.781250 Penalty: 2808.784912
	Iteration 55Q: 3 clusters Score -329598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -329600.750000 Penalty: 2808.784912
	Iteration 56Q: 3 clusters Score -329600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -329604.156250 Penalty: 2808.784912
	Iteration 57Q: 3 clusters Score -329604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -329604.906250 Penalty: 2808.784912
	Iteration 58Q: 3 clusters Score -329604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -329605.031250 Penalty: 2808.784912
	Iteration 59Q: 3 clusters Score -329605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -329611.125000 Penalty: 2808.784912
	Iteration 60F: 3 clusters Score -329611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -329615.093750 Penalty: 2808.784912
	Iteration 61Q: 3 clusters Score -329615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -329619.531250 Penalty: 2808.784912
	Iteration 62Q: 3 clusters Score -329619.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -329626.000000 Penalty: 2808.784912
	Iteration 63Q: 3 clusters Score -329626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -329627.437500 Penalty: 2808.784912
	Iteration 64Q: 3 clusters Score -329627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -329631.093750 Penalty: 2808.784912
	Iteration 65Q: 3 clusters Score -329631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -329633.062500 Penalty: 2808.784912
	Iteration 66Q: 3 clusters Score -329633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -329633.156250 Penalty: 2808.784912
	Iteration 67Q: 3 clusters Score -329633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -329635.031250 Penalty: 2808.784912
	Iteration 68Q: 3 clusters Score -329635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -329635.781250 Penalty: 2808.784912
	Iteration 69Q: 3 clusters Score -329635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -329636.625000 Penalty: 2808.784912
	Iteration 70Q: 3 clusters Score -329636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -329636.625000 Penalty: 2808.784912
	Iteration 71F: 3 clusters Score -329636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -157777.906250 Penalty: 1289.881348
	Iteration 0F: 2 clusters Score -157777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -155169.937500 Penalty: 2579.762695
	Iteration 0F: 3 clusters Score -155169.9 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -155755.421875 Penalty: 2579.762695
	Iteration 1F: 3 clusters Score -155755.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -155890.781250 Penalty: 2579.762695
	Iteration 2F: 3 clusters Score -155890.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -155995.781250 Penalty: 2579.762695
	Iteration 3F: 3 clusters Score -155995.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -156062.750000 Penalty: 2579.762695
	Iteration 4Q: 3 clusters Score -156062.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -156111.781250 Penalty: 2579.762695
	Iteration 5Q: 3 clusters Score -156111.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -156152.468750 Penalty: 2579.762695
	Iteration 6Q: 3 clusters Score -156152.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -156198.187500 Penalty: 2579.762695
	Iteration 7Q: 3 clusters Score -156198.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -156241.937500 Penalty: 2579.762695
	Iteration 8Q: 3 clusters Score -156241.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -156287.062500 Penalty: 2579.762695
	Iteration 9Q: 3 clusters Score -156287.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -156345.640625 Penalty: 2579.762695
	Iteration 10Q: 3 clusters Score -156345.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -156413.859375 Penalty: 2579.762695
	Iteration 11Q: 3 clusters Score -156413.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156477.718750 Penalty: 2579.762695
	Iteration 12Q: 3 clusters Score -156477.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -156539.609375 Penalty: 2579.762695
	Iteration 13Q: 3 clusters Score -156539.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -156597.609375 Penalty: 2579.762695
	Iteration 14Q: 3 clusters Score -156597.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156648.859375 Penalty: 2579.762695
	Iteration 15Q: 3 clusters Score -156648.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -156687.578125 Penalty: 2579.762695
	Iteration 16Q: 3 clusters Score -156687.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -156729.031250 Penalty: 2579.762695
	Iteration 17Q: 3 clusters Score -156729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156770.937500 Penalty: 2579.762695
	Iteration 18Q: 3 clusters Score -156770.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156823.078125 Penalty: 2579.762695
	Iteration 19Q: 3 clusters Score -156823.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156868.468750 Penalty: 2579.762695
	Iteration 20F: 3 clusters Score -156868.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156914.718750 Penalty: 2579.762695
	Iteration 21Q: 3 clusters Score -156914.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156968.046875 Penalty: 2579.762695
	Iteration 22Q: 3 clusters Score -156968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157032.921875 Penalty: 2579.762695
	Iteration 23Q: 3 clusters Score -157032.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157104.468750 Penalty: 2579.762695
	Iteration 24Q: 3 clusters Score -157104.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -157193.546875 Penalty: 2579.762695
	Iteration 25Q: 3 clusters Score -157193.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157326.046875 Penalty: 2579.762695
	Iteration 26Q: 3 clusters Score -157326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157469.875000 Penalty: 2579.762695
	Iteration 27Q: 3 clusters Score -157469.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157567.562500 Penalty: 2579.762695
	Iteration 28Q: 3 clusters Score -157567.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157615.609375 Penalty: 2579.762695
	Iteration 29Q: 3 clusters Score -157615.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157650.359375 Penalty: 2579.762695
	Iteration 30Q: 3 clusters Score -157650.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157689.546875 Penalty: 2579.762695
	Iteration 31Q: 3 clusters Score -157689.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157729.796875 Penalty: 2579.762695
	Iteration 32Q: 3 clusters Score -157729.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157769.125000 Penalty: 2579.762695
	Iteration 33Q: 3 clusters Score -157769.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157794.031250 Penalty: 2579.762695
	Iteration 34Q: 3 clusters Score -157794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157807.500000 Penalty: 2579.762695
	Iteration 35Q: 3 clusters Score -157807.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157812.421875 Penalty: 2579.762695
	Iteration 36Q: 3 clusters Score -157812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157819.656250 Penalty: 2579.762695
	Iteration 37Q: 3 clusters Score -157819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157823.218750 Penalty: 2579.762695
	Iteration 38Q: 3 clusters Score -157823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157826.515625 Penalty: 2579.762695
	Iteration 39Q: 3 clusters Score -157826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157840.812500 Penalty: 2579.762695
	Iteration 40F: 3 clusters Score -157840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157850.156250 Penalty: 2579.762695
	Iteration 41Q: 3 clusters Score -157850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157853.625000 Penalty: 2579.762695
	Iteration 42Q: 3 clusters Score -157853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157854.562500 Penalty: 2579.762695
	Iteration 43Q: 3 clusters Score -157854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157854.562500 Penalty: 2579.762695
	Iteration 44F: 3 clusters Score -157854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 759 members 
Entering Unmasked Estep 
Score: -30914446.000000 Penalty: 88057.867188
Splitting cluster 10 changes total score from -30915042.000000 to -30914446.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Entering Unmasked Estep 
Score: -680120.562500 Penalty: 1516.770630
	Iteration 0F: 2 clusters Score -680120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -672114.937500 Penalty: 3033.541260
	Iteration 0F: 3 clusters Score -672114.9 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -674792.125000 Penalty: 3033.541260
	Iteration 1F: 3 clusters Score -674792.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -675039.250000 Penalty: 3033.541260
	Iteration 2F: 3 clusters Score -675039.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -675198.937500 Penalty: 3033.541260
	Iteration 3Q: 3 clusters Score -675198.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -675304.250000 Penalty: 3033.541260
	Iteration 4Q: 3 clusters Score -675304.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -675378.187500 Penalty: 3033.541260
	Iteration 5Q: 3 clusters Score -675378.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -675448.750000 Penalty: 3033.541260
	Iteration 6Q: 3 clusters Score -675448.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -675517.000000 Penalty: 3033.541260
	Iteration 7Q: 3 clusters Score -675517 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -675576.125000 Penalty: 3033.541260
	Iteration 8Q: 3 clusters Score -675576.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -675626.312500 Penalty: 3033.541260
	Iteration 9Q: 3 clusters Score -675626.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -675684.875000 Penalty: 3033.541260
	Iteration 10Q: 3 clusters Score -675684.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -675758.312500 Penalty: 3033.541260
	Iteration 11Q: 3 clusters Score -675758.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -675849.750000 Penalty: 3033.541260
	Iteration 12Q: 3 clusters Score -675849.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -675963.812500 Penalty: 3033.541260
	Iteration 13Q: 3 clusters Score -675963.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -676105.437500 Penalty: 3033.541260
	Iteration 14Q: 3 clusters Score -676105.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -676291.062500 Penalty: 3033.541260
	Iteration 15Q: 3 clusters Score -676291.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -676460.312500 Penalty: 3033.541260
	Iteration 16Q: 3 clusters Score -676460.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -676614.937500 Penalty: 3033.541260
	Iteration 17Q: 3 clusters Score -676614.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -676773.312500 Penalty: 3033.541260
	Iteration 18Q: 3 clusters Score -676773.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -676931.625000 Penalty: 3033.541260
	Iteration 19Q: 3 clusters Score -676931.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -677099.437500 Penalty: 3033.541260
	Iteration 20F: 3 clusters Score -677099.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -677242.062500 Penalty: 3033.541260
	Iteration 21Q: 3 clusters Score -677242.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -677378.937500 Penalty: 3033.541260
	Iteration 22Q: 3 clusters Score -677378.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -677518.687500 Penalty: 3033.541260
	Iteration 23Q: 3 clusters Score -677518.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -677651.875000 Penalty: 3033.541260
	Iteration 24Q: 3 clusters Score -677651.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -677787.750000 Penalty: 3033.541260
	Iteration 25Q: 3 clusters Score -677787.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -677920.625000 Penalty: 3033.541260
	Iteration 26Q: 3 clusters Score -677920.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -678038.375000 Penalty: 3033.541260
	Iteration 27Q: 3 clusters Score -678038.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -678153.312500 Penalty: 3033.541260
	Iteration 28Q: 3 clusters Score -678153.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -678268.000000 Penalty: 3033.541260
	Iteration 29Q: 3 clusters Score -678268 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -678352.000000 Penalty: 3033.541260
	Iteration 30Q: 3 clusters Score -678352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -678427.000000 Penalty: 3033.541260
	Iteration 31Q: 3 clusters Score -678427 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -678488.812500 Penalty: 3033.541260
	Iteration 32Q: 3 clusters Score -678488.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -678538.062500 Penalty: 3033.541260
	Iteration 33Q: 3 clusters Score -678538.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -678588.562500 Penalty: 3033.541260
	Iteration 34Q: 3 clusters Score -678588.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -678630.875000 Penalty: 3033.541260
	Iteration 35Q: 3 clusters Score -678630.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -678671.437500 Penalty: 3033.541260
	Iteration 36Q: 3 clusters Score -678671.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -678702.062500 Penalty: 3033.541260
	Iteration 37Q: 3 clusters Score -678702.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -678731.562500 Penalty: 3033.541260
	Iteration 38Q: 3 clusters Score -678731.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -678752.125000 Penalty: 3033.541260
	Iteration 39Q: 3 clusters Score -678752.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -678769.250000 Penalty: 3033.541260
	Iteration 40F: 3 clusters Score -678769.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -678793.875000 Penalty: 3033.541260
	Iteration 41Q: 3 clusters Score -678793.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -678807.625000 Penalty: 3033.541260
	Iteration 42Q: 3 clusters Score -678807.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -678823.750000 Penalty: 3033.541260
	Iteration 43Q: 3 clusters Score -678823.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -678836.500000 Penalty: 3033.541260
	Iteration 44Q: 3 clusters Score -678836.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -678851.062500 Penalty: 3033.541260
	Iteration 45Q: 3 clusters Score -678851.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -678865.687500 Penalty: 3033.541260
	Iteration 46Q: 3 clusters Score -678865.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -678874.187500 Penalty: 3033.541260
	Iteration 47Q: 3 clusters Score -678874.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -678885.750000 Penalty: 3033.541260
	Iteration 48Q: 3 clusters Score -678885.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -678897.062500 Penalty: 3033.541260
	Iteration 49Q: 3 clusters Score -678897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -678906.375000 Penalty: 3033.541260
	Iteration 50Q: 3 clusters Score -678906.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -678915.250000 Penalty: 3033.541260
	Iteration 51Q: 3 clusters Score -678915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -678926.437500 Penalty: 3033.541260
	Iteration 52Q: 3 clusters Score -678926.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -678931.250000 Penalty: 3033.541260
	Iteration 53Q: 3 clusters Score -678931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -678933.625000 Penalty: 3033.541260
	Iteration 54Q: 3 clusters Score -678933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -678938.437500 Penalty: 3033.541260
	Iteration 55Q: 3 clusters Score -678938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -678940.562500 Penalty: 3033.541260
	Iteration 56Q: 3 clusters Score -678940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -678944.375000 Penalty: 3033.541260
	Iteration 57Q: 3 clusters Score -678944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -678947.000000 Penalty: 3033.541260
	Iteration 58Q: 3 clusters Score -678947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -678949.062500 Penalty: 3033.541260
	Iteration 59Q: 3 clusters Score -678949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -678951.937500 Penalty: 3033.541260
	Iteration 60F: 3 clusters Score -678951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -678953.750000 Penalty: 3033.541260
	Iteration 61Q: 3 clusters Score -678953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -678954.062500 Penalty: 3033.541260
	Iteration 62Q: 3 clusters Score -678954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -678954.750000 Penalty: 3033.541260
	Iteration 63Q: 3 clusters Score -678954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -678954.250000 Penalty: 3033.541260
	Iteration 64Q: 3 clusters Score -678954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -678954.437500 Penalty: 3033.541260
	Iteration 65Q: 3 clusters Score -678954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -678956.625000 Penalty: 3033.541260
	Iteration 66Q: 3 clusters Score -678956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -678956.625000 Penalty: 3033.541260
	Iteration 67Q: 3 clusters Score -678956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -678956.562500 Penalty: 3033.541260
	Iteration 68Q: 3 clusters Score -678956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -678957.750000 Penalty: 3033.541260
	Iteration 69Q: 3 clusters Score -678957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -678958.062500 Penalty: 3033.541260
	Iteration 70Q: 3 clusters Score -678958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -678958.062500 Penalty: 3033.541260
	Iteration 71F: 3 clusters Score -678958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Entering Unmasked Estep 
Score: -4780544.500000 Penalty: 1835.953003
	Iteration 0F: 2 clusters Score -4780544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -4726557.000000 Penalty: 3671.906006
	Iteration 0F: 3 clusters Score -4726557 nChanged 38283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4749312.500000 Penalty: 3671.906006
	Iteration 1F: 3 clusters Score -4749312 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -4750485.000000 Penalty: 3671.906006
	Iteration 2Q: 3 clusters Score -4750485 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4752187.000000 Penalty: 3671.906006
	Iteration 3Q: 3 clusters Score -4752187 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -4754392.500000 Penalty: 3671.906006
	Iteration 4F: 3 clusters Score -4754392 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -4756858.500000 Penalty: 3671.906006
	Iteration 5F: 3 clusters Score -4756858 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -4759107.000000 Penalty: 3671.906006
	Iteration 6F: 3 clusters Score -4759107 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -4760761.500000 Penalty: 3671.906006
	Iteration 7F: 3 clusters Score -4760762 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -4761945.500000 Penalty: 3671.906006
	Iteration 8Q: 3 clusters Score -4761946 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -4762568.500000 Penalty: 3671.906006
	Iteration 9Q: 3 clusters Score -4762568 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -4762909.500000 Penalty: 3671.906006
	Iteration 10Q: 3 clusters Score -4762910 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -4763134.500000 Penalty: 3671.906006
	Iteration 11Q: 3 clusters Score -4763134 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -4763260.000000 Penalty: 3671.906006
	Iteration 12Q: 3 clusters Score -4763260 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -4763338.000000 Penalty: 3671.906006
	Iteration 13Q: 3 clusters Score -4763338 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -4763447.500000 Penalty: 3671.906006
	Iteration 14Q: 3 clusters Score -4763448 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -4763580.000000 Penalty: 3671.906006
	Iteration 15Q: 3 clusters Score -4763580 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -4763749.500000 Penalty: 3671.906006
	Iteration 16Q: 3 clusters Score -4763750 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -4763935.500000 Penalty: 3671.906006
	Iteration 17Q: 3 clusters Score -4763936 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -4764264.000000 Penalty: 3671.906006
	Iteration 18Q: 3 clusters Score -4764264 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -4764676.000000 Penalty: 3671.906006
	Iteration 19Q: 3 clusters Score -4764676 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -4765262.500000 Penalty: 3671.906006
	Iteration 20F: 3 clusters Score -4765262 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -4766116.000000 Penalty: 3671.906006
	Iteration 21Q: 3 clusters Score -4766116 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -4767299.500000 Penalty: 3671.906006
	Iteration 22Q: 3 clusters Score -4767300 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -4768927.500000 Penalty: 3671.906006
	Iteration 23Q: 3 clusters Score -4768928 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -4771029.500000 Penalty: 3671.906006
	Iteration 24Q: 3 clusters Score -4771030 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -4773283.500000 Penalty: 3671.906006
	Iteration 25Q: 3 clusters Score -4773284 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -4775441.000000 Penalty: 3671.906006
	Iteration 26Q: 3 clusters Score -4775441 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -4777034.500000 Penalty: 3671.906006
	Iteration 27Q: 3 clusters Score -4777034 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -4778014.500000 Penalty: 3671.906006
	Iteration 28Q: 3 clusters Score -4778014 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -4778449.500000 Penalty: 3671.906006
	Iteration 29Q: 3 clusters Score -4778450 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -4778690.500000 Penalty: 3671.906006
	Iteration 30Q: 3 clusters Score -4778690 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -4778794.000000 Penalty: 3671.906006
	Iteration 31Q: 3 clusters Score -4778794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -4778845.000000 Penalty: 3671.906006
	Iteration 32Q: 3 clusters Score -4778845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -4778869.000000 Penalty: 3671.906006
	Iteration 33Q: 3 clusters Score -4778869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -4778884.500000 Penalty: 3671.906006
	Iteration 34Q: 3 clusters Score -4778884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -4778902.000000 Penalty: 3671.906006
	Iteration 35Q: 3 clusters Score -4778902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -4778908.500000 Penalty: 3671.906006
	Iteration 36Q: 3 clusters Score -4778908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -4778924.000000 Penalty: 3671.906006
	Iteration 37Q: 3 clusters Score -4778924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -4778940.000000 Penalty: 3671.906006
	Iteration 38Q: 3 clusters Score -4778940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -4778944.000000 Penalty: 3671.906006
	Iteration 39Q: 3 clusters Score -4778944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -4778950.500000 Penalty: 3671.906006
	Iteration 40F: 3 clusters Score -4778950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -4778951.000000 Penalty: 3671.906006
	Iteration 41Q: 3 clusters Score -4778951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -4778954.500000 Penalty: 3671.906006
	Iteration 42Q: 3 clusters Score -4778954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -4778954.500000 Penalty: 3671.906006
	Iteration 43Q: 3 clusters Score -4778954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -4778954.500000 Penalty: 3671.906006
	Iteration 44F: 3 clusters Score -4778954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -224857.203125 Penalty: 1337.987427
	Iteration 0F: 2 clusters Score -224857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -221702.609375 Penalty: 2675.974854
	Iteration 0F: 3 clusters Score -221702.6 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -222630.203125 Penalty: 2675.974854
	Iteration 1F: 3 clusters Score -222630.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -223193.171875 Penalty: 2675.974854
	Iteration 2F: 3 clusters Score -223193.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -223889.875000 Penalty: 2675.974854
	Iteration 3F: 3 clusters Score -223889.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -224402.765625 Penalty: 2675.974854
	Iteration 4F: 3 clusters Score -224402.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224661.671875 Penalty: 2675.974854
	Iteration 5F: 3 clusters Score -224661.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224788.781250 Penalty: 2675.974854
	Iteration 6Q: 3 clusters Score -224788.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -224865.828125 Penalty: 2675.974854
	Iteration 7Q: 3 clusters Score -224865.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -224899.375000 Penalty: 2675.974854
	Iteration 8Q: 3 clusters Score -224899.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224919.062500 Penalty: 2675.974854
	Iteration 9Q: 3 clusters Score -224919.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -224936.890625 Penalty: 2675.974854
	Iteration 10Q: 3 clusters Score -224936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -224945.656250 Penalty: 2675.974854
	Iteration 11Q: 3 clusters Score -224945.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -224952.937500 Penalty: 2675.974854
	Iteration 12Q: 3 clusters Score -224952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224956.468750 Penalty: 2675.974854
	Iteration 13Q: 3 clusters Score -224956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224960.953125 Penalty: 2675.974854
	Iteration 14Q: 3 clusters Score -224961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -224963.359375 Penalty: 2675.974854
	Iteration 15Q: 3 clusters Score -224963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224965.171875 Penalty: 2675.974854
	Iteration 16Q: 3 clusters Score -224965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224965.453125 Penalty: 2675.974854
	Iteration 17Q: 3 clusters Score -224965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -224965.843750 Penalty: 2675.974854
	Iteration 18Q: 3 clusters Score -224965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -224965.843750 Penalty: 2675.974854
	Iteration 19F: 3 clusters Score -224965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 712 members 
Entering Unmasked Estep 
Score: -30914550.000000 Penalty: 88057.867188
Splitting cluster 13 changes total score from -30915042.000000 to -30914550.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (67376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Entering Unmasked Estep 
Score: -4086983.500000 Penalty: 1806.682129
	Iteration 0F: 2 clusters Score -4086984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4042040.000000 Penalty: 3613.364258
	Iteration 0F: 3 clusters Score -4042040 nChanged 31839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4061027.000000 Penalty: 3613.364258
	Iteration 1F: 3 clusters Score -4061027 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4062229.750000 Penalty: 3613.364258
	Iteration 2Q: 3 clusters Score -4062230 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4063801.750000 Penalty: 3613.364258
	Iteration 3F: 3 clusters Score -4063802 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4065898.250000 Penalty: 3613.364258
	Iteration 4F: 3 clusters Score -4065898 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -4068432.500000 Penalty: 3613.364258
	Iteration 5F: 3 clusters Score -4068432 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -4071225.000000 Penalty: 3613.364258
	Iteration 6F: 3 clusters Score -4071225 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -4073950.500000 Penalty: 3613.364258
	Iteration 7F: 3 clusters Score -4073950 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -4076480.500000 Penalty: 3613.364258
	Iteration 8F: 3 clusters Score -4076480 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -4078643.250000 Penalty: 3613.364258
	Iteration 9Q: 3 clusters Score -4078643 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -4080526.750000 Penalty: 3613.364258
	Iteration 10Q: 3 clusters Score -4080527 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -4082132.500000 Penalty: 3613.364258
	Iteration 11Q: 3 clusters Score -4082132 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -4083316.000000 Penalty: 3613.364258
	Iteration 12Q: 3 clusters Score -4083316 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -4084090.750000 Penalty: 3613.364258
	Iteration 13Q: 3 clusters Score -4084091 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -4084590.500000 Penalty: 3613.364258
	Iteration 14Q: 3 clusters Score -4084590 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -4084934.250000 Penalty: 3613.364258
	Iteration 15Q: 3 clusters Score -4084934 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -4085109.000000 Penalty: 3613.364258
	Iteration 16Q: 3 clusters Score -4085109 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -4085221.750000 Penalty: 3613.364258
	Iteration 17Q: 3 clusters Score -4085222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -4085322.500000 Penalty: 3613.364258
	Iteration 18Q: 3 clusters Score -4085322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -4085370.500000 Penalty: 3613.364258
	Iteration 19Q: 3 clusters Score -4085370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -4085424.500000 Penalty: 3613.364258
	Iteration 20F: 3 clusters Score -4085424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -4085462.250000 Penalty: 3613.364258
	Iteration 21Q: 3 clusters Score -4085462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -4085488.750000 Penalty: 3613.364258
	Iteration 22Q: 3 clusters Score -4085489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -4085509.750000 Penalty: 3613.364258
	Iteration 23Q: 3 clusters Score -4085510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -4085517.500000 Penalty: 3613.364258
	Iteration 24Q: 3 clusters Score -4085518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -4085526.750000 Penalty: 3613.364258
	Iteration 25Q: 3 clusters Score -4085527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -4085533.000000 Penalty: 3613.364258
	Iteration 26Q: 3 clusters Score -4085533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -4085539.250000 Penalty: 3613.364258
	Iteration 27Q: 3 clusters Score -4085539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -4085543.250000 Penalty: 3613.364258
	Iteration 28Q: 3 clusters Score -4085543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -4085550.750000 Penalty: 3613.364258
	Iteration 29Q: 3 clusters Score -4085551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -4085557.000000 Penalty: 3613.364258
	Iteration 30Q: 3 clusters Score -4085557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -4085560.000000 Penalty: 3613.364258
	Iteration 31Q: 3 clusters Score -4085560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -4085564.750000 Penalty: 3613.364258
	Iteration 32Q: 3 clusters Score -4085565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -4085569.750000 Penalty: 3613.364258
	Iteration 33Q: 3 clusters Score -4085570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -4085567.000000 Penalty: 3613.364258
	Iteration 34Q: 3 clusters Score -4085567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -4085568.000000 Penalty: 3613.364258
	Iteration 35Q: 3 clusters Score -4085568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -4085572.500000 Penalty: 3613.364258
	Iteration 36Q: 3 clusters Score -4085572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -4085572.500000 Penalty: 3613.364258
	Iteration 37F: 3 clusters Score -4085572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Entering Unmasked Estep 
Score: -612801.062500 Penalty: 1495.293213
	Iteration 0F: 2 clusters Score -612801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -605656.812500 Penalty: 2990.586426
	Iteration 0F: 3 clusters Score -605656.8 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -607901.750000 Penalty: 2990.586426
	Iteration 1F: 3 clusters Score -607901.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -608179.062500 Penalty: 2990.586426
	Iteration 2F: 3 clusters Score -608179.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -608436.750000 Penalty: 2990.586426
	Iteration 3F: 3 clusters Score -608436.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -608689.500000 Penalty: 2990.586426
	Iteration 4F: 3 clusters Score -608689.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -608995.000000 Penalty: 2990.586426
	Iteration 5F: 3 clusters Score -608995 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -609331.937500 Penalty: 2990.586426
	Iteration 6F: 3 clusters Score -609331.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -609682.875000 Penalty: 2990.586426
	Iteration 7F: 3 clusters Score -609682.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -609966.875000 Penalty: 2990.586426
	Iteration 8Q: 3 clusters Score -609966.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -610239.812500 Penalty: 2990.586426
	Iteration 9Q: 3 clusters Score -610239.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -610480.187500 Penalty: 2990.586426
	Iteration 10Q: 3 clusters Score -610480.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -610686.875000 Penalty: 2990.586426
	Iteration 11Q: 3 clusters Score -610686.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -610852.687500 Penalty: 2990.586426
	Iteration 12Q: 3 clusters Score -610852.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -610992.750000 Penalty: 2990.586426
	Iteration 13Q: 3 clusters Score -610992.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -611107.125000 Penalty: 2990.586426
	Iteration 14Q: 3 clusters Score -611107.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -611193.625000 Penalty: 2990.586426
	Iteration 15Q: 3 clusters Score -611193.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -611268.500000 Penalty: 2990.586426
	Iteration 16Q: 3 clusters Score -611268.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -611314.812500 Penalty: 2990.586426
	Iteration 17Q: 3 clusters Score -611314.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -611352.375000 Penalty: 2990.586426
	Iteration 18Q: 3 clusters Score -611352.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -611383.437500 Penalty: 2990.586426
	Iteration 19Q: 3 clusters Score -611383.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -611405.125000 Penalty: 2990.586426
	Iteration 20F: 3 clusters Score -611405.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -611421.437500 Penalty: 2990.586426
	Iteration 21Q: 3 clusters Score -611421.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -611435.062500 Penalty: 2990.586426
	Iteration 22Q: 3 clusters Score -611435.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -611447.625000 Penalty: 2990.586426
	Iteration 23Q: 3 clusters Score -611447.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -611459.625000 Penalty: 2990.586426
	Iteration 24Q: 3 clusters Score -611459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -611472.375000 Penalty: 2990.586426
	Iteration 25Q: 3 clusters Score -611472.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -611484.812500 Penalty: 2990.586426
	Iteration 26Q: 3 clusters Score -611484.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -611495.500000 Penalty: 2990.586426
	Iteration 27Q: 3 clusters Score -611495.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -611502.187500 Penalty: 2990.586426
	Iteration 28Q: 3 clusters Score -611502.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -611504.937500 Penalty: 2990.586426
	Iteration 29Q: 3 clusters Score -611504.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -611510.812500 Penalty: 2990.586426
	Iteration 30Q: 3 clusters Score -611510.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -611513.062500 Penalty: 2990.586426
	Iteration 31Q: 3 clusters Score -611513.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -611518.125000 Penalty: 2990.586426
	Iteration 32Q: 3 clusters Score -611518.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -611522.500000 Penalty: 2990.586426
	Iteration 33Q: 3 clusters Score -611522.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -611526.937500 Penalty: 2990.586426
	Iteration 34Q: 3 clusters Score -611526.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -611528.562500 Penalty: 2990.586426
	Iteration 35Q: 3 clusters Score -611528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -611532.875000 Penalty: 2990.586426
	Iteration 36Q: 3 clusters Score -611532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -611534.625000 Penalty: 2990.586426
	Iteration 37Q: 3 clusters Score -611534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -611535.750000 Penalty: 2990.586426
	Iteration 38Q: 3 clusters Score -611535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -611535.437500 Penalty: 2990.586426
	Iteration 39Q: 3 clusters Score -611535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -611537.000000 Penalty: 2990.586426
	Iteration 40F: 3 clusters Score -611537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -611536.312500 Penalty: 2990.586426
	Iteration 41Q: 3 clusters Score -611536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -611538.687500 Penalty: 2990.586426
	Iteration 42Q: 3 clusters Score -611538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -611539.562500 Penalty: 2990.586426
	Iteration 43Q: 3 clusters Score -611539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -611540.125000 Penalty: 2990.586426
	Iteration 44Q: 3 clusters Score -611540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -611543.687500 Penalty: 2990.586426
	Iteration 45Q: 3 clusters Score -611543.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -611545.312500 Penalty: 2990.586426
	Iteration 46Q: 3 clusters Score -611545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -611548.812500 Penalty: 2990.586426
	Iteration 47Q: 3 clusters Score -611548.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -611552.750000 Penalty: 2990.586426
	Iteration 48Q: 3 clusters Score -611552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611556.500000 Penalty: 2990.586426
	Iteration 49Q: 3 clusters Score -611556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -611558.937500 Penalty: 2990.586426
	Iteration 50Q: 3 clusters Score -611558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -611563.250000 Penalty: 2990.586426
	Iteration 51Q: 3 clusters Score -611563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -611564.500000 Penalty: 2990.586426
	Iteration 52Q: 3 clusters Score -611564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -611565.250000 Penalty: 2990.586426
	Iteration 53Q: 3 clusters Score -611565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -611565.312500 Penalty: 2990.586426
	Iteration 54Q: 3 clusters Score -611565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -611565.375000 Penalty: 2990.586426
	Iteration 55Q: 3 clusters Score -611565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -611566.625000 Penalty: 2990.586426
	Iteration 56Q: 3 clusters Score -611566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -611566.000000 Penalty: 2990.586426
	Iteration 57Q: 3 clusters Score -611566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -611566.000000 Penalty: 2990.586426
	Iteration 58F: 3 clusters Score -611566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -114078.671875 Penalty: 1281.243652
	Iteration 0F: 2 clusters Score -114078.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -111636.429688 Penalty: 2562.487305
	Iteration 0F: 3 clusters Score -111636.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -112414.085938 Penalty: 2562.487305
	Iteration 1F: 3 clusters Score -112414.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -112727.906250 Penalty: 2562.487305
	Iteration 2F: 3 clusters Score -112727.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -113017.492188 Penalty: 2562.487305
	Iteration 3F: 3 clusters Score -113017.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -113255.343750 Penalty: 2562.487305
	Iteration 4F: 3 clusters Score -113255.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -113464.257812 Penalty: 2562.487305
	Iteration 5F: 3 clusters Score -113464.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -113644.046875 Penalty: 2562.487305
	Iteration 6F: 3 clusters Score -113644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -113806.281250 Penalty: 2562.487305
	Iteration 7Q: 3 clusters Score -113806.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -113883.382812 Penalty: 2562.487305
	Iteration 8Q: 3 clusters Score -113883.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -113943.109375 Penalty: 2562.487305
	Iteration 9Q: 3 clusters Score -113943.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -113983.648438 Penalty: 2562.487305
	Iteration 10Q: 3 clusters Score -113983.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -114007.117188 Penalty: 2562.487305
	Iteration 11Q: 3 clusters Score -114007.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -114026.007812 Penalty: 2562.487305
	Iteration 12Q: 3 clusters Score -114026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -114033.601562 Penalty: 2562.487305
	Iteration 13Q: 3 clusters Score -114033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -114037.117188 Penalty: 2562.487305
	Iteration 14Q: 3 clusters Score -114037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -114039.484375 Penalty: 2562.487305
	Iteration 15Q: 3 clusters Score -114039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -114039.578125 Penalty: 2562.487305
	Iteration 16Q: 3 clusters Score -114039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -114039.578125 Penalty: 2562.487305
	Iteration 17F: 3 clusters Score -114039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -85630.445312 Penalty: 1191.828491
	Iteration 0F: 2 clusters Score -85630.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -83867.554688 Penalty: 2383.656982
	Iteration 0F: 3 clusters Score -83867.55 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -84240.757812 Penalty: 2383.656982
	Iteration 1F: 3 clusters Score -84240.76 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -84394.320312 Penalty: 2383.656982
	Iteration 2F: 3 clusters Score -84394.32 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84571.890625 Penalty: 2383.656982
	Iteration 3F: 3 clusters Score -84571.89 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84820.031250 Penalty: 2383.656982
	Iteration 4F: 3 clusters Score -84820.03 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85063.226562 Penalty: 2383.656982
	Iteration 5F: 3 clusters Score -85063.23 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85250.539062 Penalty: 2383.656982
	Iteration 6F: 3 clusters Score -85250.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85365.765625 Penalty: 2383.656982
	Iteration 7Q: 3 clusters Score -85365.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85409.554688 Penalty: 2383.656982
	Iteration 8Q: 3 clusters Score -85409.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85426.437500 Penalty: 2383.656982
	Iteration 9Q: 3 clusters Score -85426.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85429.000000 Penalty: 2383.656982
	Iteration 10Q: 3 clusters Score -85429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85431.156250 Penalty: 2383.656982
	Iteration 11Q: 3 clusters Score -85431.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85432.453125 Penalty: 2383.656982
	Iteration 12Q: 3 clusters Score -85432.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85433.039062 Penalty: 2383.656982
	Iteration 13Q: 3 clusters Score -85433.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85433.195312 Penalty: 2383.656982
	Iteration 14Q: 3 clusters Score -85433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85433.195312 Penalty: 2383.656982
	Iteration 15F: 3 clusters Score -85433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -226947.546875 Penalty: 1341.149414
	Iteration 0F: 2 clusters Score -226947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -223728.593750 Penalty: 2682.298828
	Iteration 0F: 3 clusters Score -223728.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -224684.703125 Penalty: 2682.298828
	Iteration 1F: 3 clusters Score -224684.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -224957.406250 Penalty: 2682.298828
	Iteration 2F: 3 clusters Score -224957.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -225122.390625 Penalty: 2682.298828
	Iteration 3F: 3 clusters Score -225122.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -225285.890625 Penalty: 2682.298828
	Iteration 4F: 3 clusters Score -225285.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -225434.859375 Penalty: 2682.298828
	Iteration 5F: 3 clusters Score -225434.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -225555.484375 Penalty: 2682.298828
	Iteration 6Q: 3 clusters Score -225555.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -225671.296875 Penalty: 2682.298828
	Iteration 7Q: 3 clusters Score -225671.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -225772.843750 Penalty: 2682.298828
	Iteration 8Q: 3 clusters Score -225772.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -225877.218750 Penalty: 2682.298828
	Iteration 9Q: 3 clusters Score -225877.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -225972.921875 Penalty: 2682.298828
	Iteration 10Q: 3 clusters Score -225972.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -226058.890625 Penalty: 2682.298828
	Iteration 11Q: 3 clusters Score -226058.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -226125.625000 Penalty: 2682.298828
	Iteration 12Q: 3 clusters Score -226125.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -226195.078125 Penalty: 2682.298828
	Iteration 13Q: 3 clusters Score -226195.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -226274.921875 Penalty: 2682.298828
	Iteration 14Q: 3 clusters Score -226274.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -226334.015625 Penalty: 2682.298828
	Iteration 15Q: 3 clusters Score -226334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -226371.218750 Penalty: 2682.298828
	Iteration 16Q: 3 clusters Score -226371.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -226395.281250 Penalty: 2682.298828
	Iteration 17Q: 3 clusters Score -226395.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -226413.671875 Penalty: 2682.298828
	Iteration 18Q: 3 clusters Score -226413.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -226419.171875 Penalty: 2682.298828
	Iteration 19Q: 3 clusters Score -226419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -226428.015625 Penalty: 2682.298828
	Iteration 20F: 3 clusters Score -226428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -226439.531250 Penalty: 2682.298828
	Iteration 21Q: 3 clusters Score -226439.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -226453.578125 Penalty: 2682.298828
	Iteration 22Q: 3 clusters Score -226453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -226460.078125 Penalty: 2682.298828
	Iteration 23Q: 3 clusters Score -226460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -226467.343750 Penalty: 2682.298828
	Iteration 24Q: 3 clusters Score -226467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -226472.671875 Penalty: 2682.298828
	Iteration 25Q: 3 clusters Score -226472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -226478.640625 Penalty: 2682.298828
	Iteration 26Q: 3 clusters Score -226478.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -226491.468750 Penalty: 2682.298828
	Iteration 27Q: 3 clusters Score -226491.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -226505.937500 Penalty: 2682.298828
	Iteration 28Q: 3 clusters Score -226505.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -226525.812500 Penalty: 2682.298828
	Iteration 29Q: 3 clusters Score -226525.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -226560.218750 Penalty: 2682.298828
	Iteration 30Q: 3 clusters Score -226560.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -226596.187500 Penalty: 2682.298828
	Iteration 31Q: 3 clusters Score -226596.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -226635.000000 Penalty: 2682.298828
	Iteration 32Q: 3 clusters Score -226635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -226673.781250 Penalty: 2682.298828
	Iteration 33Q: 3 clusters Score -226673.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -226694.687500 Penalty: 2682.298828
	Iteration 34Q: 3 clusters Score -226694.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -226704.000000 Penalty: 2682.298828
	Iteration 35Q: 3 clusters Score -226704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -226709.703125 Penalty: 2682.298828
	Iteration 36Q: 3 clusters Score -226709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -226712.156250 Penalty: 2682.298828
	Iteration 37Q: 3 clusters Score -226712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -226713.562500 Penalty: 2682.298828
	Iteration 38Q: 3 clusters Score -226713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -226715.687500 Penalty: 2682.298828
	Iteration 39Q: 3 clusters Score -226715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -226717.281250 Penalty: 2682.298828
	Iteration 40F: 3 clusters Score -226717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -226717.890625 Penalty: 2682.298828
	Iteration 41Q: 3 clusters Score -226717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -226718.281250 Penalty: 2682.298828
	Iteration 42Q: 3 clusters Score -226718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -226718.281250 Penalty: 2682.298828
	Iteration 43F: 3 clusters Score -226718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Entering Unmasked Estep 
Score: -1610414.250000 Penalty: 1655.370972
	Iteration 0F: 2 clusters Score -1610414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1592397.375000 Penalty: 3310.741943
	Iteration 0F: 3 clusters Score -1592397 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1599255.625000 Penalty: 3310.741943
	Iteration 1F: 3 clusters Score -1599256 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1599840.375000 Penalty: 3310.741943
	Iteration 2F: 3 clusters Score -1599840 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1600521.125000 Penalty: 3310.741943
	Iteration 3F: 3 clusters Score -1600521 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1601484.000000 Penalty: 3310.741943
	Iteration 4F: 3 clusters Score -1601484 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1602749.500000 Penalty: 3310.741943
	Iteration 5F: 3 clusters Score -1602750 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1604138.875000 Penalty: 3310.741943
	Iteration 6F: 3 clusters Score -1604139 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1605562.000000 Penalty: 3310.741943
	Iteration 7F: 3 clusters Score -1605562 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1606762.000000 Penalty: 3310.741943
	Iteration 8F: 3 clusters Score -1606762 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1607558.500000 Penalty: 3310.741943
	Iteration 9Q: 3 clusters Score -1607558 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1608112.750000 Penalty: 3310.741943
	Iteration 10Q: 3 clusters Score -1608113 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1608466.750000 Penalty: 3310.741943
	Iteration 11Q: 3 clusters Score -1608467 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1608683.250000 Penalty: 3310.741943
	Iteration 12Q: 3 clusters Score -1608683 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1608803.125000 Penalty: 3310.741943
	Iteration 13Q: 3 clusters Score -1608803 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1608885.375000 Penalty: 3310.741943
	Iteration 14Q: 3 clusters Score -1608885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1608944.250000 Penalty: 3310.741943
	Iteration 15Q: 3 clusters Score -1608944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1608984.750000 Penalty: 3310.741943
	Iteration 16Q: 3 clusters Score -1608985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1609019.750000 Penalty: 3310.741943
	Iteration 17Q: 3 clusters Score -1609020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1609051.375000 Penalty: 3310.741943
	Iteration 18Q: 3 clusters Score -1609051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1609087.625000 Penalty: 3310.741943
	Iteration 19Q: 3 clusters Score -1609088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1609108.250000 Penalty: 3310.741943
	Iteration 20F: 3 clusters Score -1609108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1609132.750000 Penalty: 3310.741943
	Iteration 21Q: 3 clusters Score -1609133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1609157.375000 Penalty: 3310.741943
	Iteration 22Q: 3 clusters Score -1609157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1609173.500000 Penalty: 3310.741943
	Iteration 23Q: 3 clusters Score -1609174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1609183.500000 Penalty: 3310.741943
	Iteration 24Q: 3 clusters Score -1609184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1609191.500000 Penalty: 3310.741943
	Iteration 25Q: 3 clusters Score -1609192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1609201.250000 Penalty: 3310.741943
	Iteration 26Q: 3 clusters Score -1609201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1609205.750000 Penalty: 3310.741943
	Iteration 27Q: 3 clusters Score -1609206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1609210.875000 Penalty: 3310.741943
	Iteration 28Q: 3 clusters Score -1609211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1609210.375000 Penalty: 3310.741943
	Iteration 29Q: 3 clusters Score -1609210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1609215.125000 Penalty: 3310.741943
	Iteration 30Q: 3 clusters Score -1609215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1609218.375000 Penalty: 3310.741943
	Iteration 31Q: 3 clusters Score -1609218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1609218.625000 Penalty: 3310.741943
	Iteration 32Q: 3 clusters Score -1609219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1609222.625000 Penalty: 3310.741943
	Iteration 33Q: 3 clusters Score -1609223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1609225.625000 Penalty: 3310.741943
	Iteration 34Q: 3 clusters Score -1609226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1609227.500000 Penalty: 3310.741943
	Iteration 35Q: 3 clusters Score -1609228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1609225.250000 Penalty: 3310.741943
	Iteration 36Q: 3 clusters Score -1609225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1609226.000000 Penalty: 3310.741943
	Iteration 37Q: 3 clusters Score -1609226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1609229.500000 Penalty: 3310.741943
	Iteration 38Q: 3 clusters Score -1609230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1609229.500000 Penalty: 3310.741943
	Iteration 39F: 3 clusters Score -1609230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -608872.375000 Penalty: 1498.087891
	Iteration 0F: 2 clusters Score -608872.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -601688.687500 Penalty: 2996.175781
	Iteration 0F: 3 clusters Score -601688.7 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -604196.750000 Penalty: 2996.175781
	Iteration 1F: 3 clusters Score -604196.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -604547.750000 Penalty: 2996.175781
	Iteration 2F: 3 clusters Score -604547.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -604846.125000 Penalty: 2996.175781
	Iteration 3F: 3 clusters Score -604846.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -605165.875000 Penalty: 2996.175781
	Iteration 4F: 3 clusters Score -605165.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -605480.000000 Penalty: 2996.175781
	Iteration 5Q: 3 clusters Score -605480 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -605800.875000 Penalty: 2996.175781
	Iteration 6Q: 3 clusters Score -605800.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -606166.750000 Penalty: 2996.175781
	Iteration 7Q: 3 clusters Score -606166.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -606541.687500 Penalty: 2996.175781
	Iteration 8Q: 3 clusters Score -606541.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -606870.000000 Penalty: 2996.175781
	Iteration 9Q: 3 clusters Score -606870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -607108.750000 Penalty: 2996.175781
	Iteration 10Q: 3 clusters Score -607108.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -607298.125000 Penalty: 2996.175781
	Iteration 11Q: 3 clusters Score -607298.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -607421.187500 Penalty: 2996.175781
	Iteration 12Q: 3 clusters Score -607421.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -607507.437500 Penalty: 2996.175781
	Iteration 13Q: 3 clusters Score -607507.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -607559.312500 Penalty: 2996.175781
	Iteration 14Q: 3 clusters Score -607559.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -607601.687500 Penalty: 2996.175781
	Iteration 15Q: 3 clusters Score -607601.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -607646.375000 Penalty: 2996.175781
	Iteration 16Q: 3 clusters Score -607646.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -607689.312500 Penalty: 2996.175781
	Iteration 17Q: 3 clusters Score -607689.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -607729.687500 Penalty: 2996.175781
	Iteration 18Q: 3 clusters Score -607729.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -607762.250000 Penalty: 2996.175781
	Iteration 19Q: 3 clusters Score -607762.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -607788.812500 Penalty: 2996.175781
	Iteration 20F: 3 clusters Score -607788.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -607812.875000 Penalty: 2996.175781
	Iteration 21Q: 3 clusters Score -607812.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -607836.250000 Penalty: 2996.175781
	Iteration 22Q: 3 clusters Score -607836.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -607857.437500 Penalty: 2996.175781
	Iteration 23Q: 3 clusters Score -607857.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -607875.187500 Penalty: 2996.175781
	Iteration 24Q: 3 clusters Score -607875.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -607887.375000 Penalty: 2996.175781
	Iteration 25Q: 3 clusters Score -607887.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -607902.687500 Penalty: 2996.175781
	Iteration 26Q: 3 clusters Score -607902.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -607911.500000 Penalty: 2996.175781
	Iteration 27Q: 3 clusters Score -607911.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -607916.687500 Penalty: 2996.175781
	Iteration 28Q: 3 clusters Score -607916.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -607925.312500 Penalty: 2996.175781
	Iteration 29Q: 3 clusters Score -607925.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -607932.375000 Penalty: 2996.175781
	Iteration 30Q: 3 clusters Score -607932.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -607940.750000 Penalty: 2996.175781
	Iteration 31Q: 3 clusters Score -607940.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -607946.812500 Penalty: 2996.175781
	Iteration 32Q: 3 clusters Score -607946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -607954.562500 Penalty: 2996.175781
	Iteration 33Q: 3 clusters Score -607954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -607958.000000 Penalty: 2996.175781
	Iteration 34Q: 3 clusters Score -607958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -607967.500000 Penalty: 2996.175781
	Iteration 35Q: 3 clusters Score -607967.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -607972.937500 Penalty: 2996.175781
	Iteration 36Q: 3 clusters Score -607972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -607978.500000 Penalty: 2996.175781
	Iteration 37Q: 3 clusters Score -607978.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -607981.250000 Penalty: 2996.175781
	Iteration 38Q: 3 clusters Score -607981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -607984.062500 Penalty: 2996.175781
	Iteration 39Q: 3 clusters Score -607984.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -607984.687500 Penalty: 2996.175781
	Iteration 40F: 3 clusters Score -607984.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -607987.187500 Penalty: 2996.175781
	Iteration 41Q: 3 clusters Score -607987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -607988.500000 Penalty: 2996.175781
	Iteration 42Q: 3 clusters Score -607988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -607989.187500 Penalty: 2996.175781
	Iteration 43Q: 3 clusters Score -607989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -607989.187500 Penalty: 2996.175781
	Iteration 44F: 3 clusters Score -607989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -96068.296875 Penalty: 1209.500244
	Iteration 0F: 2 clusters Score -96068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -94198.570312 Penalty: 2419.000488
	Iteration 0F: 3 clusters Score -94198.57 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -94581.796875 Penalty: 2419.000488
	Iteration 1F: 3 clusters Score -94581.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -94688.414062 Penalty: 2419.000488
	Iteration 2F: 3 clusters Score -94688.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -94763.421875 Penalty: 2419.000488
	Iteration 3F: 3 clusters Score -94763.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -94816.117188 Penalty: 2419.000488
	Iteration 4Q: 3 clusters Score -94816.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -94852.945312 Penalty: 2419.000488
	Iteration 5Q: 3 clusters Score -94852.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -94879.187500 Penalty: 2419.000488
	Iteration 6Q: 3 clusters Score -94879.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -94909.000000 Penalty: 2419.000488
	Iteration 7Q: 3 clusters Score -94909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -94934.984375 Penalty: 2419.000488
	Iteration 8Q: 3 clusters Score -94934.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -94993.875000 Penalty: 2419.000488
	Iteration 9Q: 3 clusters Score -94993.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -95096.476562 Penalty: 2419.000488
	Iteration 10Q: 3 clusters Score -95096.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -95299.632812 Penalty: 2419.000488
	Iteration 11Q: 3 clusters Score -95299.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -95470.890625 Penalty: 2419.000488
	Iteration 12Q: 3 clusters Score -95470.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -95537.593750 Penalty: 2419.000488
	Iteration 13Q: 3 clusters Score -95537.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -95577.906250 Penalty: 2419.000488
	Iteration 14Q: 3 clusters Score -95577.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -95615.156250 Penalty: 2419.000488
	Iteration 15Q: 3 clusters Score -95615.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -95655.570312 Penalty: 2419.000488
	Iteration 16Q: 3 clusters Score -95655.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -95699.187500 Penalty: 2419.000488
	Iteration 17Q: 3 clusters Score -95699.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -95765.265625 Penalty: 2419.000488
	Iteration 18Q: 3 clusters Score -95765.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -95853.140625 Penalty: 2419.000488
	Iteration 19Q: 3 clusters Score -95853.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -95987.523438 Penalty: 2419.000488
	Iteration 20F: 3 clusters Score -95987.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -96143.445312 Penalty: 2419.000488
	Iteration 21Q: 3 clusters Score -96143.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -96203.125000 Penalty: 2419.000488
	Iteration 22Q: 3 clusters Score -96203.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -96216.945312 Penalty: 2419.000488
	Iteration 23Q: 3 clusters Score -96216.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -96221.210938 Penalty: 2419.000488
	Iteration 24Q: 3 clusters Score -96221.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -96226.328125 Penalty: 2419.000488
	Iteration 25Q: 3 clusters Score -96226.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -96229.000000 Penalty: 2419.000488
	Iteration 26Q: 3 clusters Score -96229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -96229.460938 Penalty: 2419.000488
	Iteration 27Q: 3 clusters Score -96229.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -96230.242188 Penalty: 2419.000488
	Iteration 28Q: 3 clusters Score -96230.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -96230.242188 Penalty: 2419.000488
	Iteration 29F: 3 clusters Score -96230.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1182 members 
Entering Unmasked Estep 
Score: -30914446.000000 Penalty: 88057.867188
Splitting cluster 21 changes total score from -30915042.000000 to -30914446.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -148874.687500 Penalty: 1289.591064
	Iteration 0F: 2 clusters Score -148874.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -146333.593750 Penalty: 2579.182129
	Iteration 0F: 3 clusters Score -146333.6 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -146993.437500 Penalty: 2579.182129
	Iteration 1F: 3 clusters Score -146993.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -147179.703125 Penalty: 2579.182129
	Iteration 2F: 3 clusters Score -147179.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -147363.703125 Penalty: 2579.182129
	Iteration 3F: 3 clusters Score -147363.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -147539.484375 Penalty: 2579.182129
	Iteration 4F: 3 clusters Score -147539.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -147693.906250 Penalty: 2579.182129
	Iteration 5F: 3 clusters Score -147693.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -147831.406250 Penalty: 2579.182129
	Iteration 6F: 3 clusters Score -147831.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -147942.828125 Penalty: 2579.182129
	Iteration 7Q: 3 clusters Score -147942.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -148061.828125 Penalty: 2579.182129
	Iteration 8Q: 3 clusters Score -148061.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -148151.906250 Penalty: 2579.182129
	Iteration 9Q: 3 clusters Score -148151.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -148233.250000 Penalty: 2579.182129
	Iteration 10Q: 3 clusters Score -148233.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -148300.312500 Penalty: 2579.182129
	Iteration 11Q: 3 clusters Score -148300.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -148341.875000 Penalty: 2579.182129
	Iteration 12Q: 3 clusters Score -148341.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -148372.609375 Penalty: 2579.182129
	Iteration 13Q: 3 clusters Score -148372.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -148404.890625 Penalty: 2579.182129
	Iteration 14Q: 3 clusters Score -148404.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -148428.140625 Penalty: 2579.182129
	Iteration 15Q: 3 clusters Score -148428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -148441.187500 Penalty: 2579.182129
	Iteration 16Q: 3 clusters Score -148441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -148449.015625 Penalty: 2579.182129
	Iteration 17Q: 3 clusters Score -148449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -148452.671875 Penalty: 2579.182129
	Iteration 18Q: 3 clusters Score -148452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -148453.625000 Penalty: 2579.182129
	Iteration 19Q: 3 clusters Score -148453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -148454.015625 Penalty: 2579.182129
	Iteration 20F: 3 clusters Score -148454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -71861.117188 Penalty: 1168.729614
	Iteration 0F: 2 clusters Score -71861.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -70182.882812 Penalty: 2337.459229
	Iteration 0F: 3 clusters Score -70182.88 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -70469.250000 Penalty: 2337.459229
	Iteration 1F: 3 clusters Score -70469.25 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -70555.367188 Penalty: 2337.459229
	Iteration 2F: 3 clusters Score -70555.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70619.140625 Penalty: 2337.459229
	Iteration 3Q: 3 clusters Score -70619.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -70660.328125 Penalty: 2337.459229
	Iteration 4Q: 3 clusters Score -70660.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70686.453125 Penalty: 2337.459229
	Iteration 5Q: 3 clusters Score -70686.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70710.609375 Penalty: 2337.459229
	Iteration 6Q: 3 clusters Score -70710.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70729.367188 Penalty: 2337.459229
	Iteration 7Q: 3 clusters Score -70729.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -70744.914062 Penalty: 2337.459229
	Iteration 8Q: 3 clusters Score -70744.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70751.210938 Penalty: 2337.459229
	Iteration 9Q: 3 clusters Score -70751.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -70761.117188 Penalty: 2337.459229
	Iteration 10Q: 3 clusters Score -70761.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70768.414062 Penalty: 2337.459229
	Iteration 11Q: 3 clusters Score -70768.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70771.335938 Penalty: 2337.459229
	Iteration 12Q: 3 clusters Score -70771.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70774.335938 Penalty: 2337.459229
	Iteration 13Q: 3 clusters Score -70774.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70775.257812 Penalty: 2337.459229
	Iteration 14Q: 3 clusters Score -70775.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70775.664062 Penalty: 2337.459229
	Iteration 15Q: 3 clusters Score -70775.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70775.859375 Penalty: 2337.459229
	Iteration 16Q: 3 clusters Score -70775.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70775.859375 Penalty: 2337.459229
	Iteration 17F: 3 clusters Score -70775.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -292449.968750 Penalty: 1386.239014
	Iteration 0F: 2 clusters Score -292450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -288439.281250 Penalty: 2772.478027
	Iteration 0F: 3 clusters Score -288439.3 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -289578.218750 Penalty: 2772.478027
	Iteration 1F: 3 clusters Score -289578.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -289788.562500 Penalty: 2772.478027
	Iteration 2F: 3 clusters Score -289788.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -289889.531250 Penalty: 2772.478027
	Iteration 3Q: 3 clusters Score -289889.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -289964.906250 Penalty: 2772.478027
	Iteration 4Q: 3 clusters Score -289964.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -290043.437500 Penalty: 2772.478027
	Iteration 5Q: 3 clusters Score -290043.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -290127.000000 Penalty: 2772.478027
	Iteration 6Q: 3 clusters Score -290127 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -290223.968750 Penalty: 2772.478027
	Iteration 7Q: 3 clusters Score -290224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -290313.437500 Penalty: 2772.478027
	Iteration 8Q: 3 clusters Score -290313.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -290404.968750 Penalty: 2772.478027
	Iteration 9Q: 3 clusters Score -290405 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -290509.781250 Penalty: 2772.478027
	Iteration 10Q: 3 clusters Score -290509.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -290608.062500 Penalty: 2772.478027
	Iteration 11Q: 3 clusters Score -290608.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -290700.000000 Penalty: 2772.478027
	Iteration 12Q: 3 clusters Score -290700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -290788.250000 Penalty: 2772.478027
	Iteration 13Q: 3 clusters Score -290788.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -290859.812500 Penalty: 2772.478027
	Iteration 14Q: 3 clusters Score -290859.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -290939.656250 Penalty: 2772.478027
	Iteration 15Q: 3 clusters Score -290939.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -291018.781250 Penalty: 2772.478027
	Iteration 16Q: 3 clusters Score -291018.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -291086.437500 Penalty: 2772.478027
	Iteration 17Q: 3 clusters Score -291086.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -291136.687500 Penalty: 2772.478027
	Iteration 18Q: 3 clusters Score -291136.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -291166.625000 Penalty: 2772.478027
	Iteration 19Q: 3 clusters Score -291166.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -291189.343750 Penalty: 2772.478027
	Iteration 20F: 3 clusters Score -291189.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -291208.593750 Penalty: 2772.478027
	Iteration 21Q: 3 clusters Score -291208.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -291221.968750 Penalty: 2772.478027
	Iteration 22Q: 3 clusters Score -291222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -291234.843750 Penalty: 2772.478027
	Iteration 23Q: 3 clusters Score -291234.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -291246.281250 Penalty: 2772.478027
	Iteration 24Q: 3 clusters Score -291246.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -291254.812500 Penalty: 2772.478027
	Iteration 25Q: 3 clusters Score -291254.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -291265.125000 Penalty: 2772.478027
	Iteration 26Q: 3 clusters Score -291265.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -291277.062500 Penalty: 2772.478027
	Iteration 27Q: 3 clusters Score -291277.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -291289.906250 Penalty: 2772.478027
	Iteration 28Q: 3 clusters Score -291289.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -291300.750000 Penalty: 2772.478027
	Iteration 29Q: 3 clusters Score -291300.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -291308.437500 Penalty: 2772.478027
	Iteration 30Q: 3 clusters Score -291308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -291312.062500 Penalty: 2772.478027
	Iteration 31Q: 3 clusters Score -291312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -291317.656250 Penalty: 2772.478027
	Iteration 32Q: 3 clusters Score -291317.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -291321.375000 Penalty: 2772.478027
	Iteration 33Q: 3 clusters Score -291321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -291324.062500 Penalty: 2772.478027
	Iteration 34Q: 3 clusters Score -291324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -291326.781250 Penalty: 2772.478027
	Iteration 35Q: 3 clusters Score -291326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -291327.750000 Penalty: 2772.478027
	Iteration 36Q: 3 clusters Score -291327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -291329.625000 Penalty: 2772.478027
	Iteration 37Q: 3 clusters Score -291329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -291330.625000 Penalty: 2772.478027
	Iteration 38Q: 3 clusters Score -291330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -291332.125000 Penalty: 2772.478027
	Iteration 39Q: 3 clusters Score -291332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -291332.593750 Penalty: 2772.478027
	Iteration 40F: 3 clusters Score -291332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -291334.218750 Penalty: 2772.478027
	Iteration 41Q: 3 clusters Score -291334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -291336.000000 Penalty: 2772.478027
	Iteration 42Q: 3 clusters Score -291336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -291336.250000 Penalty: 2772.478027
	Iteration 43Q: 3 clusters Score -291336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -291336.656250 Penalty: 2772.478027
	Iteration 44Q: 3 clusters Score -291336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -291337.468750 Penalty: 2772.478027
	Iteration 45Q: 3 clusters Score -291337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -291336.812500 Penalty: 2772.478027
	Iteration 46Q: 3 clusters Score -291336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -291337.843750 Penalty: 2772.478027
	Iteration 47Q: 3 clusters Score -291337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -291338.375000 Penalty: 2772.478027
	Iteration 48Q: 3 clusters Score -291338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -291338.937500 Penalty: 2772.478027
	Iteration 49Q: 3 clusters Score -291338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -291340.000000 Penalty: 2772.478027
	Iteration 50Q: 3 clusters Score -291340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -291340.375000 Penalty: 2772.478027
	Iteration 51Q: 3 clusters Score -291340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -291340.531250 Penalty: 2772.478027
	Iteration 52Q: 3 clusters Score -291340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -291340.843750 Penalty: 2772.478027
	Iteration 53Q: 3 clusters Score -291340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -291341.718750 Penalty: 2772.478027
	Iteration 54Q: 3 clusters Score -291341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -291342.218750 Penalty: 2772.478027
	Iteration 55Q: 3 clusters Score -291342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -291344.062500 Penalty: 2772.478027
	Iteration 56Q: 3 clusters Score -291344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -291345.187500 Penalty: 2772.478027
	Iteration 57Q: 3 clusters Score -291345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -291346.781250 Penalty: 2772.478027
	Iteration 58Q: 3 clusters Score -291346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -291348.281250 Penalty: 2772.478027
	Iteration 59Q: 3 clusters Score -291348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -291349.156250 Penalty: 2772.478027
	Iteration 60F: 3 clusters Score -291349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -291350.750000 Penalty: 2772.478027
	Iteration 61Q: 3 clusters Score -291350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -291351.750000 Penalty: 2772.478027
	Iteration 62Q: 3 clusters Score -291351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -291352.125000 Penalty: 2772.478027
	Iteration 63Q: 3 clusters Score -291352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -291352.593750 Penalty: 2772.478027
	Iteration 64Q: 3 clusters Score -291352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -291353.406250 Penalty: 2772.478027
	Iteration 65Q: 3 clusters Score -291353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -291354.906250 Penalty: 2772.478027
	Iteration 66Q: 3 clusters Score -291354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -291357.125000 Penalty: 2772.478027
	Iteration 67Q: 3 clusters Score -291357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -291359.156250 Penalty: 2772.478027
	Iteration 68Q: 3 clusters Score -291359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -291358.125000 Penalty: 2772.478027
	Iteration 69Q: 3 clusters Score -291358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -291359.406250 Penalty: 2772.478027
	Iteration 70Q: 3 clusters Score -291359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -291360.375000 Penalty: 2772.478027
	Iteration 71Q: 3 clusters Score -291360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -291360.281250 Penalty: 2772.478027
	Iteration 72Q: 3 clusters Score -291360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -291360.281250 Penalty: 2772.478027
	Iteration 73F: 3 clusters Score -291360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -266867.156250 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -266867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -263141.500000 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -263141.5 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -264153.437500 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -264153.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -264345.062500 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -264345.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -264486.312500 Penalty: 2737.222412
	Iteration 3F: 3 clusters Score -264486.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -264602.812500 Penalty: 2737.222412
	Iteration 4Q: 3 clusters Score -264602.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -264728.656250 Penalty: 2737.222412
	Iteration 5Q: 3 clusters Score -264728.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -264867.375000 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -264867.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -265025.187500 Penalty: 2737.222412
	Iteration 7F: 3 clusters Score -265025.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -265165.312500 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -265165.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -265308.187500 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -265308.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -265429.281250 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -265429.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -265511.187500 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -265511.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -265570.843750 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -265570.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -265613.906250 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -265613.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -265639.437500 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -265639.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -265653.375000 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -265653.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -265667.812500 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -265667.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -265684.062500 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -265684.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -265708.843750 Penalty: 2737.222412
	Iteration 18Q: 3 clusters Score -265708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -265733.093750 Penalty: 2737.222412
	Iteration 19Q: 3 clusters Score -265733.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -265751.250000 Penalty: 2737.222412
	Iteration 20F: 3 clusters Score -265751.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -265763.031250 Penalty: 2737.222412
	Iteration 21Q: 3 clusters Score -265763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -265769.968750 Penalty: 2737.222412
	Iteration 22Q: 3 clusters Score -265770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -265775.437500 Penalty: 2737.222412
	Iteration 23Q: 3 clusters Score -265775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -265782.218750 Penalty: 2737.222412
	Iteration 24Q: 3 clusters Score -265782.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -265786.625000 Penalty: 2737.222412
	Iteration 25Q: 3 clusters Score -265786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -265790.281250 Penalty: 2737.222412
	Iteration 26Q: 3 clusters Score -265790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -265790.875000 Penalty: 2737.222412
	Iteration 27Q: 3 clusters Score -265790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -265791.875000 Penalty: 2737.222412
	Iteration 28Q: 3 clusters Score -265791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -265792.156250 Penalty: 2737.222412
	Iteration 29Q: 3 clusters Score -265792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -265792.437500 Penalty: 2737.222412
	Iteration 30Q: 3 clusters Score -265792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -265793.375000 Penalty: 2737.222412
	Iteration 31Q: 3 clusters Score -265793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -265794.750000 Penalty: 2737.222412
	Iteration 32Q: 3 clusters Score -265794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -265794.750000 Penalty: 2737.222412
	Iteration 33F: 3 clusters Score -265794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Entering Unmasked Estep 
Score: -1328501.500000 Penalty: 1623.677979
	Iteration 0F: 2 clusters Score -1328502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1313633.875000 Penalty: 3247.355957
	Iteration 0F: 3 clusters Score -1313634 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1319034.000000 Penalty: 3247.355957
	Iteration 1F: 3 clusters Score -1319034 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1319302.750000 Penalty: 3247.355957
	Iteration 2Q: 3 clusters Score -1319303 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1319527.125000 Penalty: 3247.355957
	Iteration 3Q: 3 clusters Score -1319527 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1319731.250000 Penalty: 3247.355957
	Iteration 4Q: 3 clusters Score -1319731 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1319923.250000 Penalty: 3247.355957
	Iteration 5Q: 3 clusters Score -1319923 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1320094.375000 Penalty: 3247.355957
	Iteration 6Q: 3 clusters Score -1320094 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1320268.125000 Penalty: 3247.355957
	Iteration 7Q: 3 clusters Score -1320268 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1320457.250000 Penalty: 3247.355957
	Iteration 8Q: 3 clusters Score -1320457 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1320684.750000 Penalty: 3247.355957
	Iteration 9Q: 3 clusters Score -1320685 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1320940.250000 Penalty: 3247.355957
	Iteration 10Q: 3 clusters Score -1320940 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1321250.375000 Penalty: 3247.355957
	Iteration 11Q: 3 clusters Score -1321250 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1321611.750000 Penalty: 3247.355957
	Iteration 12Q: 3 clusters Score -1321612 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1322067.500000 Penalty: 3247.355957
	Iteration 13Q: 3 clusters Score -1322068 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1322632.750000 Penalty: 3247.355957
	Iteration 14Q: 3 clusters Score -1322633 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1323300.125000 Penalty: 3247.355957
	Iteration 15Q: 3 clusters Score -1323300 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1323961.375000 Penalty: 3247.355957
	Iteration 16Q: 3 clusters Score -1323961 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1324543.625000 Penalty: 3247.355957
	Iteration 17Q: 3 clusters Score -1324544 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1324961.125000 Penalty: 3247.355957
	Iteration 18Q: 3 clusters Score -1324961 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1325286.625000 Penalty: 3247.355957
	Iteration 19Q: 3 clusters Score -1325287 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1325538.500000 Penalty: 3247.355957
	Iteration 20F: 3 clusters Score -1325538 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1325736.875000 Penalty: 3247.355957
	Iteration 21Q: 3 clusters Score -1325737 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1325934.750000 Penalty: 3247.355957
	Iteration 22Q: 3 clusters Score -1325935 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1326097.500000 Penalty: 3247.355957
	Iteration 23Q: 3 clusters Score -1326098 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1326245.625000 Penalty: 3247.355957
	Iteration 24Q: 3 clusters Score -1326246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1326378.125000 Penalty: 3247.355957
	Iteration 25Q: 3 clusters Score -1326378 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1326469.000000 Penalty: 3247.355957
	Iteration 26Q: 3 clusters Score -1326469 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1326548.375000 Penalty: 3247.355957
	Iteration 27Q: 3 clusters Score -1326548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1326632.000000 Penalty: 3247.355957
	Iteration 28Q: 3 clusters Score -1326632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1326728.250000 Penalty: 3247.355957
	Iteration 29Q: 3 clusters Score -1326728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1326800.875000 Penalty: 3247.355957
	Iteration 30Q: 3 clusters Score -1326801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1326857.375000 Penalty: 3247.355957
	Iteration 31Q: 3 clusters Score -1326857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1326898.000000 Penalty: 3247.355957
	Iteration 32Q: 3 clusters Score -1326898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1326920.250000 Penalty: 3247.355957
	Iteration 33Q: 3 clusters Score -1326920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1326930.375000 Penalty: 3247.355957
	Iteration 34Q: 3 clusters Score -1326930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1326945.625000 Penalty: 3247.355957
	Iteration 35Q: 3 clusters Score -1326946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1326967.500000 Penalty: 3247.355957
	Iteration 36Q: 3 clusters Score -1326968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1326980.125000 Penalty: 3247.355957
	Iteration 37Q: 3 clusters Score -1326980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1326994.500000 Penalty: 3247.355957
	Iteration 38Q: 3 clusters Score -1326994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1327006.625000 Penalty: 3247.355957
	Iteration 39Q: 3 clusters Score -1327007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1327014.625000 Penalty: 3247.355957
	Iteration 40F: 3 clusters Score -1327015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1327024.000000 Penalty: 3247.355957
	Iteration 41Q: 3 clusters Score -1327024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1327035.500000 Penalty: 3247.355957
	Iteration 42Q: 3 clusters Score -1327036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1327043.375000 Penalty: 3247.355957
	Iteration 43Q: 3 clusters Score -1327043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1327052.000000 Penalty: 3247.355957
	Iteration 44Q: 3 clusters Score -1327052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1327057.500000 Penalty: 3247.355957
	Iteration 45Q: 3 clusters Score -1327058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1327064.500000 Penalty: 3247.355957
	Iteration 46Q: 3 clusters Score -1327064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1327066.875000 Penalty: 3247.355957
	Iteration 47Q: 3 clusters Score -1327067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1327068.375000 Penalty: 3247.355957
	Iteration 48Q: 3 clusters Score -1327068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1327074.875000 Penalty: 3247.355957
	Iteration 49Q: 3 clusters Score -1327075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1327079.875000 Penalty: 3247.355957
	Iteration 50Q: 3 clusters Score -1327080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1327081.625000 Penalty: 3247.355957
	Iteration 51Q: 3 clusters Score -1327082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1327081.625000 Penalty: 3247.355957
	Iteration 52F: 3 clusters Score -1327082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -184139.265625 Penalty: 1324.075317
	Iteration 0F: 2 clusters Score -184139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -181127.265625 Penalty: 2648.150635
	Iteration 0F: 3 clusters Score -181127.3 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -182053.531250 Penalty: 2648.150635
	Iteration 1F: 3 clusters Score -182053.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -182498.875000 Penalty: 2648.150635
	Iteration 2F: 3 clusters Score -182498.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -183049.718750 Penalty: 2648.150635
	Iteration 3F: 3 clusters Score -183049.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -183707.109375 Penalty: 2648.150635
	Iteration 4F: 3 clusters Score -183707.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -184465.218750 Penalty: 2648.150635
	Iteration 5F: 3 clusters Score -184465.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -185166.343750 Penalty: 2648.150635
	Iteration 6F: 3 clusters Score -185166.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -185505.671875 Penalty: 2648.150635
	Iteration 7Q: 3 clusters Score -185505.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -185661.250000 Penalty: 2648.150635
	Iteration 8Q: 3 clusters Score -185661.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -185779.453125 Penalty: 2648.150635
	Iteration 9Q: 3 clusters Score -185779.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -185822.125000 Penalty: 2648.150635
	Iteration 10Q: 3 clusters Score -185822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -185824.921875 Penalty: 2648.150635
	Iteration 11Q: 3 clusters Score -185824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -185825.500000 Penalty: 2648.150635
	Iteration 12Q: 3 clusters Score -185825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -185825.953125 Penalty: 2648.150635
	Iteration 13Q: 3 clusters Score -185826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -185825.953125 Penalty: 2648.150635
	Iteration 14F: 3 clusters Score -185826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1982 members 
Entering Unmasked Estep 
Score: -30916106.000000 Penalty: 88057.867188
Splitting cluster 27 changes total score from -30915042.000000 to -30916106.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -219887.484375 Penalty: 1344.665894
	Iteration 0F: 2 clusters Score -219887.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -216668.828125 Penalty: 2689.331787
	Iteration 0F: 3 clusters Score -216668.8 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -217701.046875 Penalty: 2689.331787
	Iteration 1F: 3 clusters Score -217701 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -218029.593750 Penalty: 2689.331787
	Iteration 2F: 3 clusters Score -218029.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -218348.437500 Penalty: 2689.331787
	Iteration 3F: 3 clusters Score -218348.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -218705.703125 Penalty: 2689.331787
	Iteration 4F: 3 clusters Score -218705.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -219083.140625 Penalty: 2689.331787
	Iteration 5F: 3 clusters Score -219083.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -219478.250000 Penalty: 2689.331787
	Iteration 6F: 3 clusters Score -219478.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -219730.406250 Penalty: 2689.331787
	Iteration 7F: 3 clusters Score -219730.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -219907.250000 Penalty: 2689.331787
	Iteration 8Q: 3 clusters Score -219907.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -220024.546875 Penalty: 2689.331787
	Iteration 9Q: 3 clusters Score -220024.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -220113.046875 Penalty: 2689.331787
	Iteration 10Q: 3 clusters Score -220113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -220155.312500 Penalty: 2689.331787
	Iteration 11Q: 3 clusters Score -220155.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -220169.609375 Penalty: 2689.331787
	Iteration 12Q: 3 clusters Score -220169.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -220178.968750 Penalty: 2689.331787
	Iteration 13Q: 3 clusters Score -220179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -220181.265625 Penalty: 2689.331787
	Iteration 14Q: 3 clusters Score -220181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -220182.796875 Penalty: 2689.331787
	Iteration 15Q: 3 clusters Score -220182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -220184.156250 Penalty: 2689.331787
	Iteration 16Q: 3 clusters Score -220184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -220184.375000 Penalty: 2689.331787
	Iteration 17Q: 3 clusters Score -220184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -220184.375000 Penalty: 2689.331787
	Iteration 18F: 3 clusters Score -220184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 112347 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 1417 members 
Entering Unmasked Estep 
Score: -30915584.000000 Penalty: 90205.625000
Splitting cluster 28 changes total score from -30915042.000000 to -30915584.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (19700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Entering Unmasked Estep 
Score: -1182326.250000 Penalty: 1606.860840
	Iteration 0F: 2 clusters Score -1182326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1168851.625000 Penalty: 3213.721680
	Iteration 0F: 3 clusters Score -1168852 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1173691.750000 Penalty: 3213.721680
	Iteration 1F: 3 clusters Score -1173692 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1174034.750000 Penalty: 3213.721680
	Iteration 2Q: 3 clusters Score -1174035 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1174407.875000 Penalty: 3213.721680
	Iteration 3Q: 3 clusters Score -1174408 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1174878.000000 Penalty: 3213.721680
	Iteration 4Q: 3 clusters Score -1174878 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1175495.750000 Penalty: 3213.721680
	Iteration 5F: 3 clusters Score -1175496 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1176336.375000 Penalty: 3213.721680
	Iteration 6F: 3 clusters Score -1176336 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1177343.375000 Penalty: 3213.721680
	Iteration 7F: 3 clusters Score -1177343 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1178390.000000 Penalty: 3213.721680
	Iteration 8F: 3 clusters Score -1178390 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1179401.375000 Penalty: 3213.721680
	Iteration 9F: 3 clusters Score -1179401 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1180216.500000 Penalty: 3213.721680
	Iteration 10Q: 3 clusters Score -1180216 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1180773.500000 Penalty: 3213.721680
	Iteration 11Q: 3 clusters Score -1180774 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1181200.000000 Penalty: 3213.721680
	Iteration 12Q: 3 clusters Score -1181200 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1181520.625000 Penalty: 3213.721680
	Iteration 13Q: 3 clusters Score -1181521 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1181748.375000 Penalty: 3213.721680
	Iteration 14Q: 3 clusters Score -1181748 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1181865.500000 Penalty: 3213.721680
	Iteration 15Q: 3 clusters Score -1181866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1181938.250000 Penalty: 3213.721680
	Iteration 16Q: 3 clusters Score -1181938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1181967.625000 Penalty: 3213.721680
	Iteration 17Q: 3 clusters Score -1181968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1181983.250000 Penalty: 3213.721680
	Iteration 18Q: 3 clusters Score -1181983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1181990.000000 Penalty: 3213.721680
	Iteration 19Q: 3 clusters Score -1181990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1181995.125000 Penalty: 3213.721680
	Iteration 20F: 3 clusters Score -1181995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1181996.875000 Penalty: 3213.721680
	Iteration 21Q: 3 clusters Score -1181997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1182002.500000 Penalty: 3213.721680
	Iteration 22Q: 3 clusters Score -1182002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1182002.125000 Penalty: 3213.721680
	Iteration 23Q: 3 clusters Score -1182002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1182004.000000 Penalty: 3213.721680
	Iteration 24Q: 3 clusters Score -1182004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1182006.250000 Penalty: 3213.721680
	Iteration 25Q: 3 clusters Score -1182006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1182007.625000 Penalty: 3213.721680
	Iteration 26Q: 3 clusters Score -1182008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1182008.625000 Penalty: 3213.721680
	Iteration 27Q: 3 clusters Score -1182009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1182009.750000 Penalty: 3213.721680
	Iteration 28Q: 3 clusters Score -1182010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1182011.125000 Penalty: 3213.721680
	Iteration 29Q: 3 clusters Score -1182011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1182012.250000 Penalty: 3213.721680
	Iteration 30Q: 3 clusters Score -1182012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1182014.750000 Penalty: 3213.721680
	Iteration 31Q: 3 clusters Score -1182015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1182011.375000 Penalty: 3213.721680
	Iteration 32Q: 3 clusters Score -1182011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1182013.375000 Penalty: 3213.721680
	Iteration 33Q: 3 clusters Score -1182013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1182013.125000 Penalty: 3213.721680
	Iteration 34Q: 3 clusters Score -1182013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1182011.750000 Penalty: 3213.721680
	Iteration 35Q: 3 clusters Score -1182012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1182014.375000 Penalty: 3213.721680
	Iteration 36Q: 3 clusters Score -1182014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1182014.625000 Penalty: 3213.721680
	Iteration 37Q: 3 clusters Score -1182015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1182014.625000 Penalty: 3213.721680
	Iteration 38F: 3 clusters Score -1182015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -110169.078125 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -110169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -108177.234375 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -108177.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -108595.382812 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -108595.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108704.140625 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -108704.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -108824.429688 Penalty: 2456.517822
	Iteration 3F: 3 clusters Score -108824.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -108894.656250 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -108894.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -108918.484375 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -108918.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -108938.734375 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -108938.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -108960.835938 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -108960.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -108978.015625 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -108978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -108992.140625 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -108992.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -109004.796875 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -109004.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109019.734375 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -109019.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -109036.898438 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -109036.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109057.531250 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -109057.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -109081.804688 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -109081.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -109098.335938 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -109098.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -109116.390625 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -109116.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -109144.101562 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -109144.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109176.656250 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -109176.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -109200.484375 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -109200.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109214.437500 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -109214.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -109221.867188 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -109221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -109227.437500 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -109227.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109231.867188 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -109231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109238.093750 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -109238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -109251.343750 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -109251.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109269.414062 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -109269.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -109285.460938 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -109285.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -109298.554688 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -109298.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109307.039062 Penalty: 2456.517822
	Iteration 29Q: 3 clusters Score -109307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109316.750000 Penalty: 2456.517822
	Iteration 30Q: 3 clusters Score -109316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -109322.296875 Penalty: 2456.517822
	Iteration 31Q: 3 clusters Score -109322.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109332.765625 Penalty: 2456.517822
	Iteration 32Q: 3 clusters Score -109332.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -109337.765625 Penalty: 2456.517822
	Iteration 33Q: 3 clusters Score -109337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -109339.843750 Penalty: 2456.517822
	Iteration 34Q: 3 clusters Score -109339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109340.750000 Penalty: 2456.517822
	Iteration 35Q: 3 clusters Score -109340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109341.523438 Penalty: 2456.517822
	Iteration 36Q: 3 clusters Score -109341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109342.000000 Penalty: 2456.517822
	Iteration 37Q: 3 clusters Score -109342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109342.000000 Penalty: 2456.517822
	Iteration 38F: 3 clusters Score -109342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -293245.531250 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -293245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -289268.812500 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -289268.8 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -290416.062500 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -290416.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -290636.500000 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -290636.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -290779.687500 Penalty: 2767.892822
	Iteration 3F: 3 clusters Score -290779.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -290902.281250 Penalty: 2767.892822
	Iteration 4Q: 3 clusters Score -290902.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -291015.937500 Penalty: 2767.892822
	Iteration 5Q: 3 clusters Score -291015.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -291125.875000 Penalty: 2767.892822
	Iteration 6Q: 3 clusters Score -291125.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -291225.062500 Penalty: 2767.892822
	Iteration 7Q: 3 clusters Score -291225.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -291337.750000 Penalty: 2767.892822
	Iteration 8Q: 3 clusters Score -291337.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -291449.000000 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -291449 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -291567.750000 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -291567.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -291692.812500 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -291692.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -291797.250000 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -291797.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -291896.781250 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -291896.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -291981.281250 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -291981.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -292034.812500 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -292034.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -292077.500000 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -292077.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -292106.437500 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -292106.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -292140.250000 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -292140.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -292167.093750 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -292167.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -292180.968750 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -292181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -292190.156250 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -292190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -292195.375000 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -292195.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -292198.406250 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -292198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -292201.968750 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -292202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -292206.437500 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -292206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -292207.218750 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -292207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -292209.031250 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -292209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -292209.781250 Penalty: 2767.892822
	Iteration 28Q: 3 clusters Score -292209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -292210.343750 Penalty: 2767.892822
	Iteration 29Q: 3 clusters Score -292210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -292210.343750 Penalty: 2767.892822
	Iteration 30F: 3 clusters Score -292210.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Entering Unmasked Estep 
Score: -939773.750000 Penalty: 1595.563965
	Iteration 0F: 2 clusters Score -939773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -927108.375000 Penalty: 3191.127930
	Iteration 0F: 3 clusters Score -927108.4 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -931667.312500 Penalty: 3191.127930
	Iteration 1F: 3 clusters Score -931667.3 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -932184.750000 Penalty: 3191.127930
	Iteration 2F: 3 clusters Score -932184.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -932745.125000 Penalty: 3191.127930
	Iteration 3F: 3 clusters Score -932745.1 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -933337.812500 Penalty: 3191.127930
	Iteration 4F: 3 clusters Score -933337.8 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -933928.375000 Penalty: 3191.127930
	Iteration 5F: 3 clusters Score -933928.4 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -934516.812500 Penalty: 3191.127930
	Iteration 6F: 3 clusters Score -934516.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -935064.062500 Penalty: 3191.127930
	Iteration 7F: 3 clusters Score -935064.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -935588.187500 Penalty: 3191.127930
	Iteration 8Q: 3 clusters Score -935588.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -936096.125000 Penalty: 3191.127930
	Iteration 9Q: 3 clusters Score -936096.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -936532.500000 Penalty: 3191.127930
	Iteration 10Q: 3 clusters Score -936532.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -936923.000000 Penalty: 3191.127930
	Iteration 11Q: 3 clusters Score -936923 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -937260.562500 Penalty: 3191.127930
	Iteration 12Q: 3 clusters Score -937260.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -937491.312500 Penalty: 3191.127930
	Iteration 13Q: 3 clusters Score -937491.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -937680.000000 Penalty: 3191.127930
	Iteration 14Q: 3 clusters Score -937680 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -937817.562500 Penalty: 3191.127930
	Iteration 15Q: 3 clusters Score -937817.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -937947.375000 Penalty: 3191.127930
	Iteration 16Q: 3 clusters Score -937947.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -938040.875000 Penalty: 3191.127930
	Iteration 17Q: 3 clusters Score -938040.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -938131.125000 Penalty: 3191.127930
	Iteration 18Q: 3 clusters Score -938131.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -938205.500000 Penalty: 3191.127930
	Iteration 19Q: 3 clusters Score -938205.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -938265.187500 Penalty: 3191.127930
	Iteration 20F: 3 clusters Score -938265.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -938312.750000 Penalty: 3191.127930
	Iteration 21Q: 3 clusters Score -938312.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -938352.812500 Penalty: 3191.127930
	Iteration 22Q: 3 clusters Score -938352.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -938388.625000 Penalty: 3191.127930
	Iteration 23Q: 3 clusters Score -938388.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -938410.687500 Penalty: 3191.127930
	Iteration 24Q: 3 clusters Score -938410.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -938431.750000 Penalty: 3191.127930
	Iteration 25Q: 3 clusters Score -938431.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -938456.562500 Penalty: 3191.127930
	Iteration 26Q: 3 clusters Score -938456.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -938472.312500 Penalty: 3191.127930
	Iteration 27Q: 3 clusters Score -938472.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -938480.437500 Penalty: 3191.127930
	Iteration 28Q: 3 clusters Score -938480.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -938488.125000 Penalty: 3191.127930
	Iteration 29Q: 3 clusters Score -938488.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -938492.937500 Penalty: 3191.127930
	Iteration 30Q: 3 clusters Score -938492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -938500.187500 Penalty: 3191.127930
	Iteration 31Q: 3 clusters Score -938500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -938501.187500 Penalty: 3191.127930
	Iteration 32Q: 3 clusters Score -938501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -938504.312500 Penalty: 3191.127930
	Iteration 33Q: 3 clusters Score -938504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -938511.937500 Penalty: 3191.127930
	Iteration 34Q: 3 clusters Score -938511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -938518.375000 Penalty: 3191.127930
	Iteration 35Q: 3 clusters Score -938518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -938520.625000 Penalty: 3191.127930
	Iteration 36Q: 3 clusters Score -938520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -938521.937500 Penalty: 3191.127930
	Iteration 37Q: 3 clusters Score -938521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -938523.562500 Penalty: 3191.127930
	Iteration 38Q: 3 clusters Score -938523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -938527.500000 Penalty: 3191.127930
	Iteration 39Q: 3 clusters Score -938527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -938531.625000 Penalty: 3191.127930
	Iteration 40F: 3 clusters Score -938531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -938532.125000 Penalty: 3191.127930
	Iteration 41Q: 3 clusters Score -938532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -938534.312500 Penalty: 3191.127930
	Iteration 42Q: 3 clusters Score -938534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -938533.500000 Penalty: 3191.127930
	Iteration 43Q: 3 clusters Score -938533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -938535.812500 Penalty: 3191.127930
	Iteration 44Q: 3 clusters Score -938535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -938538.875000 Penalty: 3191.127930
	Iteration 45Q: 3 clusters Score -938538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -938544.062500 Penalty: 3191.127930
	Iteration 46Q: 3 clusters Score -938544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -938544.250000 Penalty: 3191.127930
	Iteration 47Q: 3 clusters Score -938544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -938548.750000 Penalty: 3191.127930
	Iteration 48Q: 3 clusters Score -938548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -938550.250000 Penalty: 3191.127930
	Iteration 49Q: 3 clusters Score -938550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -938554.375000 Penalty: 3191.127930
	Iteration 50Q: 3 clusters Score -938554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -938558.687500 Penalty: 3191.127930
	Iteration 51Q: 3 clusters Score -938558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -938560.062500 Penalty: 3191.127930
	Iteration 52Q: 3 clusters Score -938560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -938561.062500 Penalty: 3191.127930
	Iteration 53Q: 3 clusters Score -938561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -938563.812500 Penalty: 3191.127930
	Iteration 54Q: 3 clusters Score -938563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -938564.625000 Penalty: 3191.127930
	Iteration 55Q: 3 clusters Score -938564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -938565.375000 Penalty: 3191.127930
	Iteration 56Q: 3 clusters Score -938565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -938565.375000 Penalty: 3191.127930
	Iteration 57F: 3 clusters Score -938565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -175086.531250 Penalty: 1304.676880
	Iteration 0F: 2 clusters Score -175086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -172339.062500 Penalty: 2609.353760
	Iteration 0F: 3 clusters Score -172339.1 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -173089.609375 Penalty: 2609.353760
	Iteration 1F: 3 clusters Score -173089.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -173305.671875 Penalty: 2609.353760
	Iteration 2F: 3 clusters Score -173305.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -173501.687500 Penalty: 2609.353760
	Iteration 3F: 3 clusters Score -173501.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -173724.953125 Penalty: 2609.353760
	Iteration 4F: 3 clusters Score -173725 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -173943.531250 Penalty: 2609.353760
	Iteration 5F: 3 clusters Score -173943.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -174120.968750 Penalty: 2609.353760
	Iteration 6F: 3 clusters Score -174121 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -174213.640625 Penalty: 2609.353760
	Iteration 7Q: 3 clusters Score -174213.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -174267.781250 Penalty: 2609.353760
	Iteration 8Q: 3 clusters Score -174267.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -174306.906250 Penalty: 2609.353760
	Iteration 9Q: 3 clusters Score -174306.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -174345.687500 Penalty: 2609.353760
	Iteration 10Q: 3 clusters Score -174345.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -174375.953125 Penalty: 2609.353760
	Iteration 11Q: 3 clusters Score -174376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -174405.531250 Penalty: 2609.353760
	Iteration 12Q: 3 clusters Score -174405.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -174434.312500 Penalty: 2609.353760
	Iteration 13Q: 3 clusters Score -174434.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -174465.218750 Penalty: 2609.353760
	Iteration 14Q: 3 clusters Score -174465.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -174507.046875 Penalty: 2609.353760
	Iteration 15Q: 3 clusters Score -174507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -174548.921875 Penalty: 2609.353760
	Iteration 16Q: 3 clusters Score -174548.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -174600.218750 Penalty: 2609.353760
	Iteration 17Q: 3 clusters Score -174600.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -174659.390625 Penalty: 2609.353760
	Iteration 18Q: 3 clusters Score -174659.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -174701.531250 Penalty: 2609.353760
	Iteration 19Q: 3 clusters Score -174701.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -174716.968750 Penalty: 2609.353760
	Iteration 20F: 3 clusters Score -174717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -174726.562500 Penalty: 2609.353760
	Iteration 21Q: 3 clusters Score -174726.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -174736.515625 Penalty: 2609.353760
	Iteration 22Q: 3 clusters Score -174736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -174746.218750 Penalty: 2609.353760
	Iteration 23Q: 3 clusters Score -174746.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -174757.078125 Penalty: 2609.353760
	Iteration 24Q: 3 clusters Score -174757.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -174767.000000 Penalty: 2609.353760
	Iteration 25Q: 3 clusters Score -174767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -174776.000000 Penalty: 2609.353760
	Iteration 26Q: 3 clusters Score -174776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -174787.265625 Penalty: 2609.353760
	Iteration 27Q: 3 clusters Score -174787.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -174802.703125 Penalty: 2609.353760
	Iteration 28Q: 3 clusters Score -174802.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -174828.296875 Penalty: 2609.353760
	Iteration 29Q: 3 clusters Score -174828.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -174857.703125 Penalty: 2609.353760
	Iteration 30Q: 3 clusters Score -174857.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -174879.640625 Penalty: 2609.353760
	Iteration 31Q: 3 clusters Score -174879.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -174892.750000 Penalty: 2609.353760
	Iteration 32Q: 3 clusters Score -174892.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -174905.687500 Penalty: 2609.353760
	Iteration 33Q: 3 clusters Score -174905.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -174914.875000 Penalty: 2609.353760
	Iteration 34Q: 3 clusters Score -174914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -174922.234375 Penalty: 2609.353760
	Iteration 35Q: 3 clusters Score -174922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -174927.171875 Penalty: 2609.353760
	Iteration 36Q: 3 clusters Score -174927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -174932.312500 Penalty: 2609.353760
	Iteration 37Q: 3 clusters Score -174932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -174933.609375 Penalty: 2609.353760
	Iteration 38Q: 3 clusters Score -174933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -174934.859375 Penalty: 2609.353760
	Iteration 39Q: 3 clusters Score -174934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -174936.859375 Penalty: 2609.353760
	Iteration 40F: 3 clusters Score -174936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -174937.968750 Penalty: 2609.353760
	Iteration 41Q: 3 clusters Score -174938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -174939.234375 Penalty: 2609.353760
	Iteration 42Q: 3 clusters Score -174939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -174939.234375 Penalty: 2609.353760
	Iteration 43F: 3 clusters Score -174939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -79267.601562 Penalty: 1182.665039
	Iteration 0F: 2 clusters Score -79267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -77527.531250 Penalty: 2365.330078
	Iteration 0F: 3 clusters Score -77527.53 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -77914.343750 Penalty: 2365.330078
	Iteration 1F: 3 clusters Score -77914.34 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -78031.882812 Penalty: 2365.330078
	Iteration 2F: 3 clusters Score -78031.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -78114.359375 Penalty: 2365.330078
	Iteration 3Q: 3 clusters Score -78114.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78198.125000 Penalty: 2365.330078
	Iteration 4Q: 3 clusters Score -78198.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78258.007812 Penalty: 2365.330078
	Iteration 5Q: 3 clusters Score -78258.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78304.226562 Penalty: 2365.330078
	Iteration 6Q: 3 clusters Score -78304.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78335.601562 Penalty: 2365.330078
	Iteration 7Q: 3 clusters Score -78335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78378.562500 Penalty: 2365.330078
	Iteration 8Q: 3 clusters Score -78378.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78442.664062 Penalty: 2365.330078
	Iteration 9Q: 3 clusters Score -78442.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -78544.617188 Penalty: 2365.330078
	Iteration 10Q: 3 clusters Score -78544.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78649.937500 Penalty: 2365.330078
	Iteration 11Q: 3 clusters Score -78649.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78728.429688 Penalty: 2365.330078
	Iteration 12Q: 3 clusters Score -78728.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -78791.046875 Penalty: 2365.330078
	Iteration 13Q: 3 clusters Score -78791.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -78850.414062 Penalty: 2365.330078
	Iteration 14Q: 3 clusters Score -78850.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -78911.656250 Penalty: 2365.330078
	Iteration 15Q: 3 clusters Score -78911.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78943.523438 Penalty: 2365.330078
	Iteration 16Q: 3 clusters Score -78943.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -78967.781250 Penalty: 2365.330078
	Iteration 17Q: 3 clusters Score -78967.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -78984.062500 Penalty: 2365.330078
	Iteration 18Q: 3 clusters Score -78984.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78995.390625 Penalty: 2365.330078
	Iteration 19Q: 3 clusters Score -78995.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -79000.343750 Penalty: 2365.330078
	Iteration 20F: 3 clusters Score -79000.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -79002.625000 Penalty: 2365.330078
	Iteration 21Q: 3 clusters Score -79002.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -79002.968750 Penalty: 2365.330078
	Iteration 22Q: 3 clusters Score -79002.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79003.625000 Penalty: 2365.330078
	Iteration 23Q: 3 clusters Score -79003.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79003.625000 Penalty: 2365.330078
	Iteration 24F: 3 clusters Score -79003.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (112347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Entering Unmasked Estep 
Score: -6703434.000000 Penalty: 1889.769043
	Iteration 0F: 2 clusters Score -6703434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6628186.000000 Penalty: 3779.538086
	Iteration 0F: 3 clusters Score -6628186 nChanged 53913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -6659672.000000 Penalty: 3779.538086
	Iteration 1F: 3 clusters Score -6659672 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -6660930.000000 Penalty: 3779.538086
	Iteration 2Q: 3 clusters Score -6660930 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -6662796.000000 Penalty: 3779.538086
	Iteration 3Q: 3 clusters Score -6662796 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -6665511.000000 Penalty: 3779.538086
	Iteration 4Q: 3 clusters Score -6665511 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6669619.500000 Penalty: 3779.538086
	Iteration 5F: 3 clusters Score -6669620 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6675138.500000 Penalty: 3779.538086
	Iteration 6F: 3 clusters Score -6675138 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6682416.500000 Penalty: 3779.538086
	Iteration 7F: 3 clusters Score -6682416 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6690925.000000 Penalty: 3779.538086
	Iteration 8F: 3 clusters Score -6690925 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -6698055.000000 Penalty: 3779.538086
	Iteration 9F: 3 clusters Score -6698055 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -6702813.000000 Penalty: 3779.538086
	Iteration 10Q: 3 clusters Score -6702813 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -6706300.500000 Penalty: 3779.538086
	Iteration 11Q: 3 clusters Score -6706300 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -6709603.000000 Penalty: 3779.538086
	Iteration 12Q: 3 clusters Score -6709603 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -6712876.000000 Penalty: 3779.538086
	Iteration 13Q: 3 clusters Score -6712876 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -6715418.500000 Penalty: 3779.538086
	Iteration 14Q: 3 clusters Score -6715418 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -6716736.500000 Penalty: 3779.538086
	Iteration 15Q: 3 clusters Score -6716736 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -6717302.000000 Penalty: 3779.538086
	Iteration 16Q: 3 clusters Score -6717302 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -6717535.000000 Penalty: 3779.538086
	Iteration 17Q: 3 clusters Score -6717535 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -6717631.000000 Penalty: 3779.538086
	Iteration 18Q: 3 clusters Score -6717631 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -6717662.500000 Penalty: 3779.538086
	Iteration 19Q: 3 clusters Score -6717662 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -6717661.000000 Penalty: 3779.538086
	Iteration 20F: 3 clusters Score -6717661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -6717667.000000 Penalty: 3779.538086
	Iteration 21Q: 3 clusters Score -6717667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -6717668.500000 Penalty: 3779.538086
	Iteration 22Q: 3 clusters Score -6717668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -6717675.500000 Penalty: 3779.538086
	Iteration 23Q: 3 clusters Score -6717676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -6717676.500000 Penalty: 3779.538086
	Iteration 24Q: 3 clusters Score -6717676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -6717663.500000 Penalty: 3779.538086
	Iteration 25Q: 3 clusters Score -6717664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -6717666.500000 Penalty: 3779.538086
	Iteration 26Q: 3 clusters Score -6717666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -6717664.500000 Penalty: 3779.538086
	Iteration 27Q: 3 clusters Score -6717664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -6717670.500000 Penalty: 3779.538086
	Iteration 28Q: 3 clusters Score -6717670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -6717668.000000 Penalty: 3779.538086
	Iteration 29Q: 3 clusters Score -6717668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -6717667.500000 Penalty: 3779.538086
	Iteration 30Q: 3 clusters Score -6717668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -6717667.000000 Penalty: 3779.538086
	Iteration 31Q: 3 clusters Score -6717667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -6717659.000000 Penalty: 3779.538086
	Iteration 32Q: 3 clusters Score -6717659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -6717664.000000 Penalty: 3779.538086
	Iteration 33Q: 3 clusters Score -6717664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -6717664.000000 Penalty: 3779.538086
	Iteration 34F: 3 clusters Score -6717664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 45387 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 1417 members 
Mstep: Class 43 contains 66960 members 
Entering Unmasked Estep 
Score: -30929706.000000 Penalty: 92353.375000
Splitting cluster 35 changes total score from -30915042.000000 to -30929706.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -95385.234375 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -95385.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -93529.359375 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -93529.36 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94008.242188 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -94008.24 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94148.406250 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -94148.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -94242.375000 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -94242.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -94311.289062 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -94311.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -94361.914062 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -94361.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -94388.898438 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -94388.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -94411.312500 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -94411.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -94429.789062 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -94429.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -94444.992188 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -94444.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -94455.085938 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -94455.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -94468.500000 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -94468.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -94477.218750 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -94477.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -94487.828125 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -94487.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -94493.906250 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -94493.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -94499.304688 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -94499.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -94509.460938 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -94509.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -94521.687500 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -94521.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -94537.804688 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -94537.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -94562.031250 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -94562.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -94592.945312 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -94592.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -94642.710938 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -94642.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -94703.710938 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -94703.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -94753.976562 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -94753.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -94794.875000 Penalty: 2418.238525
	Iteration 24Q: 3 clusters Score -94794.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -94815.210938 Penalty: 2418.238525
	Iteration 25Q: 3 clusters Score -94815.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94829.710938 Penalty: 2418.238525
	Iteration 26Q: 3 clusters Score -94829.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -94837.335938 Penalty: 2418.238525
	Iteration 27Q: 3 clusters Score -94837.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -94842.929688 Penalty: 2418.238525
	Iteration 28Q: 3 clusters Score -94842.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -94848.406250 Penalty: 2418.238525
	Iteration 29Q: 3 clusters Score -94848.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -94852.773438 Penalty: 2418.238525
	Iteration 30Q: 3 clusters Score -94852.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -94854.859375 Penalty: 2418.238525
	Iteration 31Q: 3 clusters Score -94854.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -94854.859375 Penalty: 2418.238525
	Iteration 32F: 3 clusters Score -94854.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -284479.343750 Penalty: 1381.224609
	Iteration 0F: 2 clusters Score -284479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -280568.843750 Penalty: 2762.449219
	Iteration 0F: 3 clusters Score -280568.8 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -281629.312500 Penalty: 2762.449219
	Iteration 1F: 3 clusters Score -281629.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -281814.875000 Penalty: 2762.449219
	Iteration 2F: 3 clusters Score -281814.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -281957.750000 Penalty: 2762.449219
	Iteration 3F: 3 clusters Score -281957.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -282076.750000 Penalty: 2762.449219
	Iteration 4Q: 3 clusters Score -282076.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -282186.375000 Penalty: 2762.449219
	Iteration 5Q: 3 clusters Score -282186.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -282285.875000 Penalty: 2762.449219
	Iteration 6Q: 3 clusters Score -282285.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -282387.281250 Penalty: 2762.449219
	Iteration 7Q: 3 clusters Score -282387.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -282500.781250 Penalty: 2762.449219
	Iteration 8Q: 3 clusters Score -282500.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -282645.437500 Penalty: 2762.449219
	Iteration 9Q: 3 clusters Score -282645.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -282815.750000 Penalty: 2762.449219
	Iteration 10Q: 3 clusters Score -282815.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -283045.031250 Penalty: 2762.449219
	Iteration 11Q: 3 clusters Score -283045 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -283293.187500 Penalty: 2762.449219
	Iteration 12Q: 3 clusters Score -283293.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -283547.187500 Penalty: 2762.449219
	Iteration 13Q: 3 clusters Score -283547.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -283795.781250 Penalty: 2762.449219
	Iteration 14Q: 3 clusters Score -283795.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -283984.500000 Penalty: 2762.449219
	Iteration 15Q: 3 clusters Score -283984.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284205.062500 Penalty: 2762.449219
	Iteration 16Q: 3 clusters Score -284205.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -284402.718750 Penalty: 2762.449219
	Iteration 17Q: 3 clusters Score -284402.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284623.687500 Penalty: 2762.449219
	Iteration 18Q: 3 clusters Score -284623.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -284923.406250 Penalty: 2762.449219
	Iteration 19Q: 3 clusters Score -284923.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285115.687500 Penalty: 2762.449219
	Iteration 20F: 3 clusters Score -285115.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285187.937500 Penalty: 2762.449219
	Iteration 21Q: 3 clusters Score -285187.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285211.468750 Penalty: 2762.449219
	Iteration 22Q: 3 clusters Score -285211.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -285217.562500 Penalty: 2762.449219
	Iteration 23Q: 3 clusters Score -285217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -285219.000000 Penalty: 2762.449219
	Iteration 24Q: 3 clusters Score -285219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -285219.375000 Penalty: 2762.449219
	Iteration 25Q: 3 clusters Score -285219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -285219.843750 Penalty: 2762.449219
	Iteration 26Q: 3 clusters Score -285219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -285219.843750 Penalty: 2762.449219
	Iteration 27F: 3 clusters Score -285219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 45387 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 6475 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 1417 members 
Mstep: Class 43 contains 66960 members 
Mstep: Class 44 contains 1231 members 
Entering Unmasked Estep 
Score: -30929678.000000 Penalty: 94501.125000
Splitting cluster 37 changes total score from -30915042.000000 to -30929678.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 38 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -377216.531250 Penalty: 1426.051758
	Iteration 0F: 2 clusters Score -377216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -372320.281250 Penalty: 2852.103516
	Iteration 0F: 3 clusters Score -372320.3 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -373834.687500 Penalty: 2852.103516
	Iteration 1F: 3 clusters Score -373834.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -374100.531250 Penalty: 2852.103516
	Iteration 2F: 3 clusters Score -374100.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -374375.187500 Penalty: 2852.103516
	Iteration 3F: 3 clusters Score -374375.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -374796.500000 Penalty: 2852.103516
	Iteration 4F: 3 clusters Score -374796.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -375348.937500 Penalty: 2852.103516
	Iteration 5F: 3 clusters Score -375348.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -375840.062500 Penalty: 2852.103516
	Iteration 6F: 3 clusters Score -375840.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -376140.156250 Penalty: 2852.103516
	Iteration 7F: 3 clusters Score -376140.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -376353.125000 Penalty: 2852.103516
	Iteration 8Q: 3 clusters Score -376353.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -376538.093750 Penalty: 2852.103516
	Iteration 9Q: 3 clusters Score -376538.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -376682.500000 Penalty: 2852.103516
	Iteration 10Q: 3 clusters Score -376682.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -376807.437500 Penalty: 2852.103516
	Iteration 11Q: 3 clusters Score -376807.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -376919.250000 Penalty: 2852.103516
	Iteration 12Q: 3 clusters Score -376919.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -377013.156250 Penalty: 2852.103516
	Iteration 13Q: 3 clusters Score -377013.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -377077.218750 Penalty: 2852.103516
	Iteration 14Q: 3 clusters Score -377077.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -377136.062500 Penalty: 2852.103516
	Iteration 15Q: 3 clusters Score -377136.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -377187.250000 Penalty: 2852.103516
	Iteration 16Q: 3 clusters Score -377187.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -377220.375000 Penalty: 2852.103516
	Iteration 17Q: 3 clusters Score -377220.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -377240.375000 Penalty: 2852.103516
	Iteration 18Q: 3 clusters Score -377240.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -377261.250000 Penalty: 2852.103516
	Iteration 19Q: 3 clusters Score -377261.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -377280.968750 Penalty: 2852.103516
	Iteration 20F: 3 clusters Score -377281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -377296.000000 Penalty: 2852.103516
	Iteration 21Q: 3 clusters Score -377296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -377307.968750 Penalty: 2852.103516
	Iteration 22Q: 3 clusters Score -377308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -377313.968750 Penalty: 2852.103516
	Iteration 23Q: 3 clusters Score -377314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -377319.750000 Penalty: 2852.103516
	Iteration 24Q: 3 clusters Score -377319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -377323.062500 Penalty: 2852.103516
	Iteration 25Q: 3 clusters Score -377323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -377325.781250 Penalty: 2852.103516
	Iteration 26Q: 3 clusters Score -377325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -377326.468750 Penalty: 2852.103516
	Iteration 27Q: 3 clusters Score -377326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -377327.718750 Penalty: 2852.103516
	Iteration 28Q: 3 clusters Score -377327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -377329.843750 Penalty: 2852.103516
	Iteration 29Q: 3 clusters Score -377329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -377331.562500 Penalty: 2852.103516
	Iteration 30Q: 3 clusters Score -377331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -377333.312500 Penalty: 2852.103516
	Iteration 31Q: 3 clusters Score -377333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -377334.062500 Penalty: 2852.103516
	Iteration 32Q: 3 clusters Score -377334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -377334.468750 Penalty: 2852.103516
	Iteration 33Q: 3 clusters Score -377334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -377334.468750 Penalty: 2852.103516
	Iteration 34F: 3 clusters Score -377334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 45387 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 1272 members 
Mstep: Class 39 contains 911 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 1417 members 
Mstep: Class 43 contains 66960 members 
Mstep: Class 44 contains 1231 members 
Mstep: Class 45 contains 5203 members 
Entering Unmasked Estep 
Score: -30929026.000000 Penalty: 96648.882812
Splitting cluster 38 changes total score from -30915042.000000 to -30929026.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 39 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -44551.039062 Penalty: 1107.363159
	Iteration 0F: 2 clusters Score -44551.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -43174.765625 Penalty: 2214.726318
	Iteration 0F: 3 clusters Score -43174.77 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -43434.820312 Penalty: 2214.726318
	Iteration 1F: 3 clusters Score -43434.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -43528.687500 Penalty: 2214.726318
	Iteration 2F: 3 clusters Score -43528.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -43590.875000 Penalty: 2214.726318
	Iteration 3F: 3 clusters Score -43590.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -43635.925781 Penalty: 2214.726318
	Iteration 4Q: 3 clusters Score -43635.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -43663.140625 Penalty: 2214.726318
	Iteration 5Q: 3 clusters Score -43663.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -43692.539062 Penalty: 2214.726318
	Iteration 6Q: 3 clusters Score -43692.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -43708.210938 Penalty: 2214.726318
	Iteration 7Q: 3 clusters Score -43708.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -43713.222656 Penalty: 2214.726318
	Iteration 8Q: 3 clusters Score -43713.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -43716.355469 Penalty: 2214.726318
	Iteration 9Q: 3 clusters Score -43716.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -43718.804688 Penalty: 2214.726318
	Iteration 10Q: 3 clusters Score -43718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -43721.894531 Penalty: 2214.726318
	Iteration 11Q: 3 clusters Score -43721.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -43722.285156 Penalty: 2214.726318
	Iteration 12Q: 3 clusters Score -43722.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -43722.285156 Penalty: 2214.726318
	Iteration 13F: 3 clusters Score -43722.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 4997 members 
Mstep: Class 32 contains 18377 members 
Mstep: Class 33 contains 3068 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 45387 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 1272 members 
Mstep: Class 39 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932420.000000 Penalty: 96648.882812
Iteration 119Q: 46 clusters Score -3.093242e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 5693 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 67739 members 
Mstep: Class 15 contains 9479 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 10076 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 5000 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 22051 members 
Mstep: Class 27 contains 1522 members 
Mstep: Class 28 contains 2518 members 
Mstep: Class 29 contains 19870 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 5005 members 
Mstep: Class 32 contains 19147 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 45646 members 
Mstep: Class 36 contains 1709 members 
Mstep: Class 37 contains 3855 members 
Mstep: Class 38 contains 1306 members 
Mstep: Class 39 contains 920 members 
Mstep: Class 40 contains 2106 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 1369 members 
Mstep: Class 43 contains 65532 members 
Mstep: Class 44 contains 1279 members 
Mstep: Class 45 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30934762.000000 Penalty: 96648.882812
Iteration 120F: 46 clusters Score -3.093476e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 80674 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 67674 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 26382 members 
Mstep: Class 20 contains 10019 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 4951 members 
Mstep: Class 25 contains 4592 members 
Mstep: Class 26 contains 21926 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 2525 members 
Mstep: Class 29 contains 19672 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 5005 members 
Mstep: Class 32 contains 19261 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 45824 members 
Mstep: Class 36 contains 1708 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 1304 members 
Mstep: Class 39 contains 935 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1977 members 
Mstep: Class 42 contains 1442 members 
Mstep: Class 43 contains 66081 members 
Mstep: Class 44 contains 1346 members 
Mstep: Class 45 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30935940.000000 Penalty: 96648.882812
Iteration 121Q: 46 clusters Score -3.093594e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 886 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80672 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 8996 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 26257 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 1724 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4902 members 
Mstep: Class 25 contains 4581 members 
Mstep: Class 26 contains 21838 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 2531 members 
Mstep: Class 29 contains 19515 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 19382 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 46030 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 3963 members 
Mstep: Class 38 contains 1299 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 2110 members 
Mstep: Class 41 contains 1984 members 
Mstep: Class 42 contains 1485 members 
Mstep: Class 43 contains 66348 members 
Mstep: Class 44 contains 1409 members 
Mstep: Class 45 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936268.000000 Penalty: 96648.882812
Iteration 122Q: 46 clusters Score -3.093627e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 883 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 80671 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 15 contains 8810 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 26164 members 
Mstep: Class 20 contains 9945 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4858 members 
Mstep: Class 25 contains 4579 members 
Mstep: Class 26 contains 21770 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 2542 members 
Mstep: Class 29 contains 19373 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 5015 members 
Mstep: Class 32 contains 19458 members 
Mstep: Class 33 contains 3063 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 46228 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 3998 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 2107 members 
Mstep: Class 41 contains 1987 members 
Mstep: Class 42 contains 1515 members 
Mstep: Class 43 contains 66537 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 5259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936728.000000 Penalty: 96648.882812
Iteration 123Q: 46 clusters Score -3.093673e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 881 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 80671 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 67539 members 
Mstep: Class 15 contains 8635 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 26118 members 
Mstep: Class 20 contains 9894 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4832 members 
Mstep: Class 25 contains 4579 members 
Mstep: Class 26 contains 21722 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 2561 members 
Mstep: Class 29 contains 19264 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 5016 members 
Mstep: Class 32 contains 19511 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 46403 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 4029 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 2103 members 
Mstep: Class 41 contains 1989 members 
Mstep: Class 42 contains 1541 members 
Mstep: Class 43 contains 66656 members 
Mstep: Class 44 contains 1531 members 
Mstep: Class 45 contains 5306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936902.000000 Penalty: 96648.882812
Iteration 124Q: 46 clusters Score -3.09369e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 879 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 5138 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 80669 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 67523 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 26083 members 
Mstep: Class 20 contains 9854 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4801 members 
Mstep: Class 25 contains 4579 members 
Mstep: Class 26 contains 21688 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2583 members 
Mstep: Class 29 contains 19188 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 5018 members 
Mstep: Class 32 contains 19551 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 46555 members 
Mstep: Class 36 contains 1710 members 
Mstep: Class 37 contains 4046 members 
Mstep: Class 38 contains 1287 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 2105 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1555 members 
Mstep: Class 43 contains 66742 members 
Mstep: Class 44 contains 1575 members 
Mstep: Class 45 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937052.000000 Penalty: 96648.882812
Iteration 125Q: 46 clusters Score -3.093705e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 1919 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 878 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 10669 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 80669 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 67514 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4771 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 21664 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 19108 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 5027 members 
Mstep: Class 32 contains 19581 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 46669 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 4062 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 2106 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1562 members 
Mstep: Class 43 contains 66787 members 
Mstep: Class 44 contains 1631 members 
Mstep: Class 45 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937126.000000 Penalty: 96648.882812
Iteration 126Q: 46 clusters Score -3.093713e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 878 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 80668 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 8301 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 26058 members 
Mstep: Class 20 contains 9809 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 2800 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 4579 members 
Mstep: Class 26 contains 21670 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2600 members 
Mstep: Class 29 contains 19049 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 5032 members 
Mstep: Class 32 contains 19596 members 
Mstep: Class 33 contains 3076 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 46760 members 
Mstep: Class 36 contains 1703 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1288 members 
Mstep: Class 39 contains 981 members 
Mstep: Class 40 contains 2110 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1572 members 
Mstep: Class 43 contains 66819 members 
Mstep: Class 44 contains 1672 members 
Mstep: Class 45 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937274.000000 Penalty: 96648.882812
Iteration 127Q: 46 clusters Score -3.093727e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 80667 members 
Mstep: Class 13 contains 3715 members 
Mstep: Class 14 contains 67466 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 26051 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4729 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 18995 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 19613 members 
Mstep: Class 33 contains 3081 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 46858 members 
Mstep: Class 36 contains 1703 members 
Mstep: Class 37 contains 4075 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1576 members 
Mstep: Class 43 contains 66840 members 
Mstep: Class 44 contains 1709 members 
Mstep: Class 45 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937312.000000 Penalty: 96648.882812
Iteration 128Q: 46 clusters Score -3.093731e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 80669 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 26051 members 
Mstep: Class 20 contains 9769 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4703 members 
Mstep: Class 25 contains 4597 members 
Mstep: Class 26 contains 21685 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 18953 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5041 members 
Mstep: Class 32 contains 19622 members 
Mstep: Class 33 contains 3085 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 46931 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4081 members 
Mstep: Class 38 contains 1290 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 2114 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1577 members 
Mstep: Class 43 contains 66858 members 
Mstep: Class 44 contains 1741 members 
Mstep: Class 45 contains 5433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937314.000000 Penalty: 96648.882812
Iteration 129Q: 46 clusters Score -3.093731e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10690 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 80667 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 67445 members 
Mstep: Class 15 contains 8083 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 26047 members 
Mstep: Class 20 contains 9744 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 4608 members 
Mstep: Class 26 contains 21697 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 18922 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5042 members 
Mstep: Class 32 contains 19630 members 
Mstep: Class 33 contains 3087 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 46992 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4089 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 2114 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1579 members 
Mstep: Class 43 contains 66860 members 
Mstep: Class 44 contains 1770 members 
Mstep: Class 45 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937374.000000 Penalty: 96648.882812
Iteration 130Q: 46 clusters Score -3.093737e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10703 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 80663 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 67444 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 26041 members 
Mstep: Class 20 contains 9733 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4668 members 
Mstep: Class 25 contains 4621 members 
Mstep: Class 26 contains 21699 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 18900 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5045 members 
Mstep: Class 32 contains 19639 members 
Mstep: Class 33 contains 3088 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47044 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4094 members 
Mstep: Class 38 contains 1290 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 2114 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1580 members 
Mstep: Class 43 contains 66856 members 
Mstep: Class 44 contains 1795 members 
Mstep: Class 45 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937398.000000 Penalty: 96648.882812
Iteration 131Q: 46 clusters Score -3.09374e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10712 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 80660 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 67442 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 26033 members 
Mstep: Class 20 contains 9722 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4648 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 21706 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 18878 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 19648 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47097 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4097 members 
Mstep: Class 38 contains 1290 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1578 members 
Mstep: Class 43 contains 66848 members 
Mstep: Class 44 contains 1818 members 
Mstep: Class 45 contains 5447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937458.000000 Penalty: 96648.882812
Iteration 132Q: 46 clusters Score -3.093746e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11301 members 
Mstep: Class 12 contains 80661 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 67431 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 26028 members 
Mstep: Class 20 contains 9714 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 4632 members 
Mstep: Class 25 contains 4654 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 18868 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19657 members 
Mstep: Class 33 contains 3095 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47135 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4101 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1580 members 
Mstep: Class 43 contains 66837 members 
Mstep: Class 44 contains 1835 members 
Mstep: Class 45 contains 5453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937432.000000 Penalty: 96648.882812
Iteration 133Q: 46 clusters Score -3.093743e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 12 contains 80659 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 67428 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 9708 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 21729 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 18853 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 19657 members 
Mstep: Class 33 contains 3098 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47177 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4107 members 
Mstep: Class 38 contains 1294 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1991 members 
Mstep: Class 42 contains 1583 members 
Mstep: Class 43 contains 66815 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 5464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937464.000000 Penalty: 96648.882812
Iteration 134Q: 46 clusters Score -3.093746e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 1903 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11298 members 
Mstep: Class 12 contains 80655 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 67416 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 26014 members 
Mstep: Class 20 contains 9713 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 4612 members 
Mstep: Class 25 contains 4682 members 
Mstep: Class 26 contains 21746 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2631 members 
Mstep: Class 29 contains 18836 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 19652 members 
Mstep: Class 33 contains 3099 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47217 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4111 members 
Mstep: Class 38 contains 1297 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1991 members 
Mstep: Class 42 contains 1588 members 
Mstep: Class 43 contains 66809 members 
Mstep: Class 44 contains 1866 members 
Mstep: Class 45 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937598.000000 Penalty: 96648.882812
Iteration 135Q: 46 clusters Score -3.09376e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 5053 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 80650 members 
Mstep: Class 13 contains 3623 members 
Mstep: Class 14 contains 67406 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 26012 members 
Mstep: Class 20 contains 9709 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 4595 members 
Mstep: Class 25 contains 4707 members 
Mstep: Class 26 contains 21759 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 18815 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19655 members 
Mstep: Class 33 contains 3100 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47244 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4117 members 
Mstep: Class 38 contains 1299 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1991 members 
Mstep: Class 42 contains 1589 members 
Mstep: Class 43 contains 66809 members 
Mstep: Class 44 contains 1874 members 
Mstep: Class 45 contains 5469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937628.000000 Penalty: 96648.882812
Iteration 136Q: 46 clusters Score -3.093763e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10788 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11299 members 
Mstep: Class 12 contains 80650 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 67397 members 
Mstep: Class 15 contains 7804 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 26006 members 
Mstep: Class 20 contains 9706 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2800 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 4580 members 
Mstep: Class 25 contains 4718 members 
Mstep: Class 26 contains 21781 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 18804 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 5047 members 
Mstep: Class 32 contains 19661 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47267 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4122 members 
Mstep: Class 38 contains 1305 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1592 members 
Mstep: Class 43 contains 66793 members 
Mstep: Class 44 contains 1887 members 
Mstep: Class 45 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937716.000000 Penalty: 96648.882812
Iteration 137Q: 46 clusters Score -3.093772e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11301 members 
Mstep: Class 12 contains 80645 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 67394 members 
Mstep: Class 15 contains 7775 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 25997 members 
Mstep: Class 20 contains 9713 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 4569 members 
Mstep: Class 25 contains 4726 members 
Mstep: Class 26 contains 21796 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 18797 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 5045 members 
Mstep: Class 32 contains 19667 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47282 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4124 members 
Mstep: Class 38 contains 1313 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1595 members 
Mstep: Class 43 contains 66775 members 
Mstep: Class 44 contains 1903 members 
Mstep: Class 45 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937794.000000 Penalty: 96648.882812
Iteration 138Q: 46 clusters Score -3.093779e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 1900 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 80642 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 67381 members 
Mstep: Class 15 contains 7757 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 25997 members 
Mstep: Class 20 contains 9719 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 4737 members 
Mstep: Class 26 contains 21816 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2677 members 
Mstep: Class 29 contains 18789 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 19674 members 
Mstep: Class 33 contains 3103 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47293 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4126 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1596 members 
Mstep: Class 43 contains 66760 members 
Mstep: Class 44 contains 1924 members 
Mstep: Class 45 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937802.000000 Penalty: 96648.882812
Iteration 139Q: 46 clusters Score -3.09378e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 80641 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 67374 members 
Mstep: Class 15 contains 7742 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25998 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2796 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 4547 members 
Mstep: Class 25 contains 4746 members 
Mstep: Class 26 contains 21826 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 18778 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5044 members 
Mstep: Class 32 contains 19682 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47302 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4127 members 
Mstep: Class 38 contains 1325 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1597 members 
Mstep: Class 43 contains 66739 members 
Mstep: Class 44 contains 1938 members 
Mstep: Class 45 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937954.000000 Penalty: 96648.882812
Iteration 140F: 46 clusters Score -3.093795e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 871 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 10919 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 80632 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 67372 members 
Mstep: Class 15 contains 7726 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 25994 members 
Mstep: Class 20 contains 9721 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 21835 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 18766 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5047 members 
Mstep: Class 32 contains 19692 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47309 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4127 members 
Mstep: Class 38 contains 1336 members 
Mstep: Class 39 contains 998 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1600 members 
Mstep: Class 43 contains 66724 members 
Mstep: Class 44 contains 1949 members 
Mstep: Class 45 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937922.000000 Penalty: 96648.882812
Iteration 141Q: 46 clusters Score -3.093792e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 10959 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 80620 members 
Mstep: Class 13 contains 3528 members 
Mstep: Class 14 contains 67364 members 
Mstep: Class 15 contains 7713 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25997 members 
Mstep: Class 20 contains 9727 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2790 members 
Mstep: Class 23 contains 1342 members 
Mstep: Class 24 contains 4512 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 21848 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 18756 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19702 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47316 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4130 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 66710 members 
Mstep: Class 44 contains 1959 members 
Mstep: Class 45 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937950.000000 Penalty: 96648.882812
Iteration 142Q: 46 clusters Score -3.093795e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 1893 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11003 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 80615 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 14 contains 67364 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25998 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 1342 members 
Mstep: Class 24 contains 4490 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 21862 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 18747 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19700 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47326 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4131 members 
Mstep: Class 38 contains 1352 members 
Mstep: Class 39 contains 1002 members 
Mstep: Class 40 contains 2116 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 66689 members 
Mstep: Class 44 contains 1973 members 
Mstep: Class 45 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938022.000000 Penalty: 96648.882812
Iteration 143Q: 46 clusters Score -3.093802e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 1893 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11044 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 80603 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 67357 members 
Mstep: Class 15 contains 7690 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 25999 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2785 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 21879 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 18733 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19688 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47328 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4139 members 
Mstep: Class 38 contains 1357 members 
Mstep: Class 39 contains 1004 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1604 members 
Mstep: Class 43 contains 66668 members 
Mstep: Class 44 contains 1984 members 
Mstep: Class 45 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937960.000000 Penalty: 96648.882812
Iteration 144Q: 46 clusters Score -3.093796e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11081 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 80597 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 67355 members 
Mstep: Class 15 contains 7679 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 26003 members 
Mstep: Class 20 contains 9728 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 1339 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 4743 members 
Mstep: Class 26 contains 21889 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 18720 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 19680 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47337 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 1008 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1607 members 
Mstep: Class 43 contains 66641 members 
Mstep: Class 44 contains 1999 members 
Mstep: Class 45 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937990.000000 Penalty: 96648.882812
Iteration 145Q: 46 clusters Score -3.093799e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1902 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 80598 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 67354 members 
Mstep: Class 15 contains 7665 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 26004 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21895 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 18705 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19674 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47345 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1609 members 
Mstep: Class 43 contains 66627 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938066.000000 Penalty: 96648.882812
Iteration 146Q: 46 clusters Score -3.093807e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1904 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 80602 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67349 members 
Mstep: Class 15 contains 7656 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 26001 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2780 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 21904 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2679 members 
Mstep: Class 29 contains 18689 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5047 members 
Mstep: Class 32 contains 19675 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47351 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 1374 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 66615 members 
Mstep: Class 44 contains 2020 members 
Mstep: Class 45 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938164.000000 Penalty: 96648.882812
Iteration 147Q: 46 clusters Score -3.093816e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1902 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11165 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 80597 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67350 members 
Mstep: Class 15 contains 7652 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25996 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 4441 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 21908 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 18679 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 19671 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47351 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4142 members 
Mstep: Class 38 contains 1381 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 66607 members 
Mstep: Class 44 contains 2032 members 
Mstep: Class 45 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938182.000000 Penalty: 96648.882812
Iteration 148Q: 46 clusters Score -3.093818e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11193 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 80587 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67346 members 
Mstep: Class 15 contains 7651 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25997 members 
Mstep: Class 20 contains 9739 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2777 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 21912 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 18673 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 19671 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47351 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4141 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 66595 members 
Mstep: Class 44 contains 2047 members 
Mstep: Class 45 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938128.000000 Penalty: 96648.882812
Iteration 149Q: 46 clusters Score -3.093813e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11211 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 80586 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67337 members 
Mstep: Class 15 contains 7648 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25997 members 
Mstep: Class 20 contains 9743 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2776 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 21921 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 18672 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5045 members 
Mstep: Class 32 contains 19680 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47349 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 66584 members 
Mstep: Class 44 contains 2062 members 
Mstep: Class 45 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938212.000000 Penalty: 96648.882812
Iteration 150Q: 46 clusters Score -3.093821e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11320 members 
Mstep: Class 12 contains 80586 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67339 members 
Mstep: Class 15 contains 7647 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25993 members 
Mstep: Class 20 contains 9742 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 2775 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 4792 members 
Mstep: Class 26 contains 21923 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2679 members 
Mstep: Class 29 contains 18668 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5045 members 
Mstep: Class 32 contains 19678 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47343 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 1391 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 66586 members 
Mstep: Class 44 contains 2071 members 
Mstep: Class 45 contains 5675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938262.000000 Penalty: 96648.882812
Iteration 151Q: 46 clusters Score -3.093826e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11233 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 5818 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 80589 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67337 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25983 members 
Mstep: Class 20 contains 9745 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 21927 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2678 members 
Mstep: Class 29 contains 18664 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 19674 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47344 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4144 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1610 members 
Mstep: Class 43 contains 66586 members 
Mstep: Class 44 contains 2083 members 
Mstep: Class 45 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938240.000000 Penalty: 96648.882812
Iteration 152Q: 46 clusters Score -3.093824e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 4635 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 80587 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67334 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25979 members 
Mstep: Class 20 contains 9745 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 21935 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2675 members 
Mstep: Class 29 contains 18659 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5053 members 
Mstep: Class 32 contains 19673 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47341 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1993 members 
Mstep: Class 42 contains 1611 members 
Mstep: Class 43 contains 66581 members 
Mstep: Class 44 contains 2095 members 
Mstep: Class 45 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938206.000000 Penalty: 96648.882812
Iteration 153Q: 46 clusters Score -3.093821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 80583 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67336 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25972 members 
Mstep: Class 20 contains 9744 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4375 members 
Mstep: Class 25 contains 4831 members 
Mstep: Class 26 contains 21929 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 18652 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5058 members 
Mstep: Class 32 contains 19684 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47334 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 1415 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1996 members 
Mstep: Class 42 contains 1611 members 
Mstep: Class 43 contains 66576 members 
Mstep: Class 44 contains 2104 members 
Mstep: Class 45 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938206.000000 Penalty: 96648.882812
Iteration 154Q: 46 clusters Score -3.093821e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11254 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 80579 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67341 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25964 members 
Mstep: Class 20 contains 9740 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4358 members 
Mstep: Class 25 contains 4852 members 
Mstep: Class 26 contains 21931 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 18647 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47333 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1612 members 
Mstep: Class 43 contains 66571 members 
Mstep: Class 44 contains 2117 members 
Mstep: Class 45 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938180.000000 Penalty: 96648.882812
Iteration 155Q: 46 clusters Score -3.093818e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11258 members 
Mstep: Class 8 contains 4631 members 
Mstep: Class 9 contains 5825 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11310 members 
Mstep: Class 12 contains 80581 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67346 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25954 members 
Mstep: Class 20 contains 9738 members 
Mstep: Class 21 contains 1689 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 4874 members 
Mstep: Class 26 contains 21941 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2668 members 
Mstep: Class 29 contains 18641 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5066 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47332 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4144 members 
Mstep: Class 38 contains 1424 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1613 members 
Mstep: Class 43 contains 66563 members 
Mstep: Class 44 contains 2134 members 
Mstep: Class 45 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938262.000000 Penalty: 96648.882812
Iteration 156Q: 46 clusters Score -3.093826e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 1893 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 4627 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 11310 members 
Mstep: Class 12 contains 80582 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67344 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25940 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 21946 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2667 members 
Mstep: Class 29 contains 18632 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5067 members 
Mstep: Class 32 contains 19690 members 
Mstep: Class 33 contains 3114 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47332 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4145 members 
Mstep: Class 38 contains 1428 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1614 members 
Mstep: Class 43 contains 66560 members 
Mstep: Class 44 contains 2147 members 
Mstep: Class 45 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938244.000000 Penalty: 96648.882812
Iteration 157Q: 46 clusters Score -3.093824e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11270 members 
Mstep: Class 8 contains 4625 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 11310 members 
Mstep: Class 12 contains 80579 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67341 members 
Mstep: Class 15 contains 7644 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25922 members 
Mstep: Class 20 contains 9730 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 4933 members 
Mstep: Class 26 contains 21953 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2666 members 
Mstep: Class 29 contains 18624 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5072 members 
Mstep: Class 32 contains 19688 members 
Mstep: Class 33 contains 3115 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47332 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4147 members 
Mstep: Class 38 contains 1431 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1616 members 
Mstep: Class 43 contains 66554 members 
Mstep: Class 44 contains 2157 members 
Mstep: Class 45 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938294.000000 Penalty: 96648.882812
Iteration 158Q: 46 clusters Score -3.093829e+07 nChanged 150
Entering ConstructFrom: 
Score: -30938294.000000 Penalty: 96648.882812
Entering ConstructFrom: 
Trying to split cluster 1 (77067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Entering Unmasked Estep 
Score: -4668985.000000 Penalty: 1828.520020
	Iteration 0F: 2 clusters Score -4668985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -4617684.000000 Penalty: 3657.040039
	Iteration 0F: 3 clusters Score -4617684 nChanged 36481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4638629.500000 Penalty: 3657.040039
	Iteration 1F: 3 clusters Score -4638630 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -4639395.000000 Penalty: 3657.040039
	Iteration 2Q: 3 clusters Score -4639395 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -4640263.500000 Penalty: 3657.040039
	Iteration 3Q: 3 clusters Score -4640264 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -4641310.500000 Penalty: 3657.040039
	Iteration 4Q: 3 clusters Score -4641310 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -4642786.000000 Penalty: 3657.040039
	Iteration 5Q: 3 clusters Score -4642786 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -4644881.000000 Penalty: 3657.040039
	Iteration 6F: 3 clusters Score -4644881 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -4647691.000000 Penalty: 3657.040039
	Iteration 7F: 3 clusters Score -4647691 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -4651167.500000 Penalty: 3657.040039
	Iteration 8F: 3 clusters Score -4651168 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -4654534.500000 Penalty: 3657.040039
	Iteration 9F: 3 clusters Score -4654534 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -4657414.500000 Penalty: 3657.040039
	Iteration 10Q: 3 clusters Score -4657414 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -4659490.000000 Penalty: 3657.040039
	Iteration 11Q: 3 clusters Score -4659490 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -4660879.500000 Penalty: 3657.040039
	Iteration 12Q: 3 clusters Score -4660880 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -4661944.500000 Penalty: 3657.040039
	Iteration 13Q: 3 clusters Score -4661944 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -4662871.500000 Penalty: 3657.040039
	Iteration 14Q: 3 clusters Score -4662872 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -4663789.000000 Penalty: 3657.040039
	Iteration 15Q: 3 clusters Score -4663789 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -4664504.500000 Penalty: 3657.040039
	Iteration 16Q: 3 clusters Score -4664504 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -4665138.500000 Penalty: 3657.040039
	Iteration 17Q: 3 clusters Score -4665138 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -4665639.500000 Penalty: 3657.040039
	Iteration 18Q: 3 clusters Score -4665640 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -4666054.500000 Penalty: 3657.040039
	Iteration 19Q: 3 clusters Score -4666054 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -4666345.000000 Penalty: 3657.040039
	Iteration 20F: 3 clusters Score -4666345 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -4666545.500000 Penalty: 3657.040039
	Iteration 21Q: 3 clusters Score -4666546 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -4666723.000000 Penalty: 3657.040039
	Iteration 22Q: 3 clusters Score -4666723 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -4666824.500000 Penalty: 3657.040039
	Iteration 23Q: 3 clusters Score -4666824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -4666931.000000 Penalty: 3657.040039
	Iteration 24Q: 3 clusters Score -4666931 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -4667032.000000 Penalty: 3657.040039
	Iteration 25Q: 3 clusters Score -4667032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -4667113.000000 Penalty: 3657.040039
	Iteration 26Q: 3 clusters Score -4667113 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -4667183.500000 Penalty: 3657.040039
	Iteration 27Q: 3 clusters Score -4667184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -4667233.000000 Penalty: 3657.040039
	Iteration 28Q: 3 clusters Score -4667233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -4667260.500000 Penalty: 3657.040039
	Iteration 29Q: 3 clusters Score -4667260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -4667283.000000 Penalty: 3657.040039
	Iteration 30Q: 3 clusters Score -4667283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -4667328.000000 Penalty: 3657.040039
	Iteration 31Q: 3 clusters Score -4667328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -4667341.500000 Penalty: 3657.040039
	Iteration 32Q: 3 clusters Score -4667342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -4667381.000000 Penalty: 3657.040039
	Iteration 33Q: 3 clusters Score -4667381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -4667397.500000 Penalty: 3657.040039
	Iteration 34Q: 3 clusters Score -4667398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -4667405.500000 Penalty: 3657.040039
	Iteration 35Q: 3 clusters Score -4667406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -4667421.000000 Penalty: 3657.040039
	Iteration 36Q: 3 clusters Score -4667421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -4667440.000000 Penalty: 3657.040039
	Iteration 37Q: 3 clusters Score -4667440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -4667436.000000 Penalty: 3657.040039
	Iteration 38Q: 3 clusters Score -4667436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -4667443.500000 Penalty: 3657.040039
	Iteration 39Q: 3 clusters Score -4667444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -4667441.000000 Penalty: 3657.040039
	Iteration 40F: 3 clusters Score -4667441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -4667448.500000 Penalty: 3657.040039
	Iteration 41Q: 3 clusters Score -4667448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -4667454.500000 Penalty: 3657.040039
	Iteration 42Q: 3 clusters Score -4667454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -4667460.000000 Penalty: 3657.040039
	Iteration 43Q: 3 clusters Score -4667460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -4667468.000000 Penalty: 3657.040039
	Iteration 44Q: 3 clusters Score -4667468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -4667473.500000 Penalty: 3657.040039
	Iteration 45Q: 3 clusters Score -4667474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -4667481.000000 Penalty: 3657.040039
	Iteration 46Q: 3 clusters Score -4667481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -4667485.500000 Penalty: 3657.040039
	Iteration 47Q: 3 clusters Score -4667486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -4667495.500000 Penalty: 3657.040039
	Iteration 48Q: 3 clusters Score -4667496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -4667497.500000 Penalty: 3657.040039
	Iteration 49Q: 3 clusters Score -4667498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -4667506.500000 Penalty: 3657.040039
	Iteration 50Q: 3 clusters Score -4667506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -4667506.000000 Penalty: 3657.040039
	Iteration 51Q: 3 clusters Score -4667506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -4667503.500000 Penalty: 3657.040039
	Iteration 52Q: 3 clusters Score -4667504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -4667507.000000 Penalty: 3657.040039
	Iteration 53Q: 3 clusters Score -4667507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -4667504.000000 Penalty: 3657.040039
	Iteration 54Q: 3 clusters Score -4667504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -4667504.000000 Penalty: 3657.040039
	Iteration 55Q: 3 clusters Score -4667504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -4667504.500000 Penalty: 3657.040039
	Iteration 56Q: 3 clusters Score -4667504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -4667506.500000 Penalty: 3657.040039
	Iteration 57Q: 3 clusters Score -4667506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -4667507.000000 Penalty: 3657.040039
	Iteration 58Q: 3 clusters Score -4667507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -4667503.000000 Penalty: 3657.040039
	Iteration 59Q: 3 clusters Score -4667503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -4667502.000000 Penalty: 3657.040039
	Iteration 60F: 3 clusters Score -4667502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -4667504.500000 Penalty: 3657.040039
	Iteration 61Q: 3 clusters Score -4667504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -4667502.500000 Penalty: 3657.040039
	Iteration 62Q: 3 clusters Score -4667502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -4667501.500000 Penalty: 3657.040039
	Iteration 63Q: 3 clusters Score -4667502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -4667501.000000 Penalty: 3657.040039
	Iteration 64Q: 3 clusters Score -4667501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -4667499.000000 Penalty: 3657.040039
	Iteration 65Q: 3 clusters Score -4667499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -4667499.000000 Penalty: 3657.040039
	Iteration 66F: 3 clusters Score -4667499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -78651.234375 Penalty: 1226.297485
	Iteration 0F: 2 clusters Score -78651.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -76665.171875 Penalty: 2452.594971
	Iteration 0F: 3 clusters Score -76665.17 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -77347.593750 Penalty: 2452.594971
	Iteration 1F: 3 clusters Score -77347.59 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -77643.781250 Penalty: 2452.594971
	Iteration 2F: 3 clusters Score -77643.78 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -77795.023438 Penalty: 2452.594971
	Iteration 3F: 3 clusters Score -77795.02 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -77908.617188 Penalty: 2452.594971
	Iteration 4F: 3 clusters Score -77908.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -78003.906250 Penalty: 2452.594971
	Iteration 5Q: 3 clusters Score -78003.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -78072.539062 Penalty: 2452.594971
	Iteration 6Q: 3 clusters Score -78072.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78154.765625 Penalty: 2452.594971
	Iteration 7Q: 3 clusters Score -78154.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -78249.734375 Penalty: 2452.594971
	Iteration 8Q: 3 clusters Score -78249.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78303.218750 Penalty: 2452.594971
	Iteration 9Q: 3 clusters Score -78303.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -78357.109375 Penalty: 2452.594971
	Iteration 10Q: 3 clusters Score -78357.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78392.664062 Penalty: 2452.594971
	Iteration 11Q: 3 clusters Score -78392.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -78410.328125 Penalty: 2452.594971
	Iteration 12Q: 3 clusters Score -78410.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -78418.648438 Penalty: 2452.594971
	Iteration 13Q: 3 clusters Score -78418.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -78427.210938 Penalty: 2452.594971
	Iteration 14Q: 3 clusters Score -78427.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -78429.156250 Penalty: 2452.594971
	Iteration 15Q: 3 clusters Score -78429.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -78431.921875 Penalty: 2452.594971
	Iteration 16Q: 3 clusters Score -78431.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -78432.484375 Penalty: 2452.594971
	Iteration 17Q: 3 clusters Score -78432.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -78433.718750 Penalty: 2452.594971
	Iteration 18Q: 3 clusters Score -78433.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -78434.078125 Penalty: 2452.594971
	Iteration 19Q: 3 clusters Score -78434.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -78434.257812 Penalty: 2452.594971
	Iteration 20F: 3 clusters Score -78434.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -81851.992188 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -81851.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -80108.351562 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -80108.35 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -80493.132812 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -80493.13 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -80610.093750 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -80610.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -80713.414062 Penalty: 2369.566650
	Iteration 3F: 3 clusters Score -80713.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -80848.453125 Penalty: 2369.566650
	Iteration 4Q: 3 clusters Score -80848.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -81043.796875 Penalty: 2369.566650
	Iteration 5F: 3 clusters Score -81043.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -81133.828125 Penalty: 2369.566650
	Iteration 6F: 3 clusters Score -81133.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -81189.765625 Penalty: 2369.566650
	Iteration 7Q: 3 clusters Score -81189.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81238.593750 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -81238.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81268.781250 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -81268.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81281.117188 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -81281.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81294.460938 Penalty: 2369.566650
	Iteration 11Q: 3 clusters Score -81294.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81300.031250 Penalty: 2369.566650
	Iteration 12Q: 3 clusters Score -81300.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81303.093750 Penalty: 2369.566650
	Iteration 13Q: 3 clusters Score -81303.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81304.843750 Penalty: 2369.566650
	Iteration 14Q: 3 clusters Score -81304.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -81305.671875 Penalty: 2369.566650
	Iteration 15Q: 3 clusters Score -81305.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -81305.671875 Penalty: 2369.566650
	Iteration 16F: 3 clusters Score -81305.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -65237.074219 Penalty: 1143.802368
	Iteration 0F: 2 clusters Score -65237.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -63691.406250 Penalty: 2287.604736
	Iteration 0F: 3 clusters Score -63691.41 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63999.937500 Penalty: 2287.604736
	Iteration 1F: 3 clusters Score -63999.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -64096.871094 Penalty: 2287.604736
	Iteration 2F: 3 clusters Score -64096.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64177.187500 Penalty: 2287.604736
	Iteration 3Q: 3 clusters Score -64177.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64346.972656 Penalty: 2287.604736
	Iteration 4Q: 3 clusters Score -64346.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -64470.871094 Penalty: 2287.604736
	Iteration 5F: 3 clusters Score -64470.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -64554.816406 Penalty: 2287.604736
	Iteration 6F: 3 clusters Score -64554.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -64592.414062 Penalty: 2287.604736
	Iteration 7Q: 3 clusters Score -64592.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -64633.996094 Penalty: 2287.604736
	Iteration 8Q: 3 clusters Score -64634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64663.039062 Penalty: 2287.604736
	Iteration 9Q: 3 clusters Score -64663.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -64689.804688 Penalty: 2287.604736
	Iteration 10Q: 3 clusters Score -64689.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64713.816406 Penalty: 2287.604736
	Iteration 11Q: 3 clusters Score -64713.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -64737.164062 Penalty: 2287.604736
	Iteration 12Q: 3 clusters Score -64737.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -64760.101562 Penalty: 2287.604736
	Iteration 13Q: 3 clusters Score -64760.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -64783.929688 Penalty: 2287.604736
	Iteration 14Q: 3 clusters Score -64783.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -64800.472656 Penalty: 2287.604736
	Iteration 15Q: 3 clusters Score -64800.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64805.375000 Penalty: 2287.604736
	Iteration 16Q: 3 clusters Score -64805.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -64808.718750 Penalty: 2287.604736
	Iteration 17Q: 3 clusters Score -64808.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -64811.402344 Penalty: 2287.604736
	Iteration 18Q: 3 clusters Score -64811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64815.003906 Penalty: 2287.604736
	Iteration 19Q: 3 clusters Score -64815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -64817.503906 Penalty: 2287.604736
	Iteration 20F: 3 clusters Score -64817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -64818.222656 Penalty: 2287.604736
	Iteration 21Q: 3 clusters Score -64818.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -64818.222656 Penalty: 2287.604736
	Iteration 22F: 3 clusters Score -64818.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -48582.906250 Penalty: 1095.909546
	Iteration 0F: 2 clusters Score -48582.91 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 429 members 
Entering Unmasked Estep 
Score: -47223.089844 Penalty: 2191.819092
	Iteration 0F: 3 clusters Score -47223.09 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47434.308594 Penalty: 2191.819092
	Iteration 1F: 3 clusters Score -47434.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47500.273438 Penalty: 2191.819092
	Iteration 2F: 3 clusters Score -47500.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47542.246094 Penalty: 2191.819092
	Iteration 3Q: 3 clusters Score -47542.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47576.550781 Penalty: 2191.819092
	Iteration 4Q: 3 clusters Score -47576.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47602.183594 Penalty: 2191.819092
	Iteration 5Q: 3 clusters Score -47602.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47622.132812 Penalty: 2191.819092
	Iteration 6Q: 3 clusters Score -47622.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47633.050781 Penalty: 2191.819092
	Iteration 7Q: 3 clusters Score -47633.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47642.554688 Penalty: 2191.819092
	Iteration 8Q: 3 clusters Score -47642.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47646.519531 Penalty: 2191.819092
	Iteration 9Q: 3 clusters Score -47646.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47649.933594 Penalty: 2191.819092
	Iteration 10Q: 3 clusters Score -47649.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47652.457031 Penalty: 2191.819092
	Iteration 11Q: 3 clusters Score -47652.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47656.289062 Penalty: 2191.819092
	Iteration 12Q: 3 clusters Score -47656.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47663.855469 Penalty: 2191.819092
	Iteration 13Q: 3 clusters Score -47663.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47667.195312 Penalty: 2191.819092
	Iteration 14Q: 3 clusters Score -47667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47667.882812 Penalty: 2191.819092
	Iteration 15Q: 3 clusters Score -47667.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47668.386719 Penalty: 2191.819092
	Iteration 16Q: 3 clusters Score -47668.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47669.007812 Penalty: 2191.819092
	Iteration 17Q: 3 clusters Score -47669.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47669.007812 Penalty: 2191.819092
	Iteration 18F: 3 clusters Score -47669.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -101902.617188 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -101902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99966.000000 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -99966 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -100391.789062 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -100391.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -100520.187500 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -100520.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -100593.968750 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -100594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -100661.125000 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -100661.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100716.023438 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -100716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -100758.960938 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -100759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100787.250000 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -100787.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -100820.718750 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -100820.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -100853.382812 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -100853.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100882.796875 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -100882.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100916.406250 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -100916.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100947.484375 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -100947.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100965.007812 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -100965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100977.382812 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -100977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100984.406250 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -100984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100988.328125 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -100988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100995.843750 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -100995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101000.960938 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -101001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101005.437500 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -101005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101007.179688 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -101007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101007.984375 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -101008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101007.984375 Penalty: 2425.779541
	Iteration 22F: 3 clusters Score -101008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -578681.437500 Penalty: 1516.151978
	Iteration 0F: 2 clusters Score -578681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -570616.437500 Penalty: 3032.303955
	Iteration 0F: 3 clusters Score -570616.4 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -573347.500000 Penalty: 3032.303955
	Iteration 1F: 3 clusters Score -573347.5 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -573766.250000 Penalty: 3032.303955
	Iteration 2F: 3 clusters Score -573766.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -574190.625000 Penalty: 3032.303955
	Iteration 3F: 3 clusters Score -574190.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -574604.750000 Penalty: 3032.303955
	Iteration 4F: 3 clusters Score -574604.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -574995.125000 Penalty: 3032.303955
	Iteration 5F: 3 clusters Score -574995.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -575409.687500 Penalty: 3032.303955
	Iteration 6F: 3 clusters Score -575409.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -575783.562500 Penalty: 3032.303955
	Iteration 7F: 3 clusters Score -575783.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -576156.187500 Penalty: 3032.303955
	Iteration 8Q: 3 clusters Score -576156.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -576458.687500 Penalty: 3032.303955
	Iteration 9Q: 3 clusters Score -576458.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -576706.937500 Penalty: 3032.303955
	Iteration 10Q: 3 clusters Score -576706.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -576905.687500 Penalty: 3032.303955
	Iteration 11Q: 3 clusters Score -576905.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -577075.125000 Penalty: 3032.303955
	Iteration 12Q: 3 clusters Score -577075.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -577213.062500 Penalty: 3032.303955
	Iteration 13Q: 3 clusters Score -577213.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -577330.875000 Penalty: 3032.303955
	Iteration 14Q: 3 clusters Score -577330.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -577442.875000 Penalty: 3032.303955
	Iteration 15Q: 3 clusters Score -577442.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -577553.687500 Penalty: 3032.303955
	Iteration 16Q: 3 clusters Score -577553.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -577666.000000 Penalty: 3032.303955
	Iteration 17Q: 3 clusters Score -577666 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -577774.062500 Penalty: 3032.303955
	Iteration 18Q: 3 clusters Score -577774.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -577860.750000 Penalty: 3032.303955
	Iteration 19Q: 3 clusters Score -577860.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -577915.562500 Penalty: 3032.303955
	Iteration 20F: 3 clusters Score -577915.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -577956.750000 Penalty: 3032.303955
	Iteration 21Q: 3 clusters Score -577956.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -577990.562500 Penalty: 3032.303955
	Iteration 22Q: 3 clusters Score -577990.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -578018.187500 Penalty: 3032.303955
	Iteration 23Q: 3 clusters Score -578018.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -578043.125000 Penalty: 3032.303955
	Iteration 24Q: 3 clusters Score -578043.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -578068.437500 Penalty: 3032.303955
	Iteration 25Q: 3 clusters Score -578068.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -578093.000000 Penalty: 3032.303955
	Iteration 26Q: 3 clusters Score -578093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -578109.500000 Penalty: 3032.303955
	Iteration 27Q: 3 clusters Score -578109.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -578130.437500 Penalty: 3032.303955
	Iteration 28Q: 3 clusters Score -578130.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -578151.437500 Penalty: 3032.303955
	Iteration 29Q: 3 clusters Score -578151.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -578164.562500 Penalty: 3032.303955
	Iteration 30Q: 3 clusters Score -578164.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -578183.250000 Penalty: 3032.303955
	Iteration 31Q: 3 clusters Score -578183.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -578195.562500 Penalty: 3032.303955
	Iteration 32Q: 3 clusters Score -578195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -578201.375000 Penalty: 3032.303955
	Iteration 33Q: 3 clusters Score -578201.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -578205.312500 Penalty: 3032.303955
	Iteration 34Q: 3 clusters Score -578205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -578211.937500 Penalty: 3032.303955
	Iteration 35Q: 3 clusters Score -578211.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -578220.312500 Penalty: 3032.303955
	Iteration 36Q: 3 clusters Score -578220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -578225.562500 Penalty: 3032.303955
	Iteration 37Q: 3 clusters Score -578225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -578228.000000 Penalty: 3032.303955
	Iteration 38Q: 3 clusters Score -578228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -578229.750000 Penalty: 3032.303955
	Iteration 39Q: 3 clusters Score -578229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -578233.437500 Penalty: 3032.303955
	Iteration 40F: 3 clusters Score -578233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -578234.375000 Penalty: 3032.303955
	Iteration 41Q: 3 clusters Score -578234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -578235.437500 Penalty: 3032.303955
	Iteration 42Q: 3 clusters Score -578235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -578235.437500 Penalty: 3032.303955
	Iteration 43F: 3 clusters Score -578235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -245646.187500 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -245646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -241960.140625 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -241960.1 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -242957.484375 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -242957.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -243132.953125 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -243133 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -243263.984375 Penalty: 2742.398926
	Iteration 3Q: 3 clusters Score -243264 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -243357.875000 Penalty: 2742.398926
	Iteration 4Q: 3 clusters Score -243357.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -243443.453125 Penalty: 2742.398926
	Iteration 5Q: 3 clusters Score -243443.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -243505.984375 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -243506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -243559.718750 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -243559.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -243613.984375 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -243614 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -243699.375000 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -243699.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -243775.546875 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -243775.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -243854.578125 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -243854.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -243953.156250 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -243953.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -244067.718750 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -244067.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -244202.640625 Penalty: 2742.398926
	Iteration 14Q: 3 clusters Score -244202.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -244328.031250 Penalty: 2742.398926
	Iteration 15Q: 3 clusters Score -244328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -244423.953125 Penalty: 2742.398926
	Iteration 16Q: 3 clusters Score -244424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -244506.234375 Penalty: 2742.398926
	Iteration 17Q: 3 clusters Score -244506.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -244587.734375 Penalty: 2742.398926
	Iteration 18Q: 3 clusters Score -244587.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -244658.703125 Penalty: 2742.398926
	Iteration 19Q: 3 clusters Score -244658.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -244704.281250 Penalty: 2742.398926
	Iteration 20F: 3 clusters Score -244704.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -244733.203125 Penalty: 2742.398926
	Iteration 21Q: 3 clusters Score -244733.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -244748.687500 Penalty: 2742.398926
	Iteration 22Q: 3 clusters Score -244748.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -244760.250000 Penalty: 2742.398926
	Iteration 23Q: 3 clusters Score -244760.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -244766.703125 Penalty: 2742.398926
	Iteration 24Q: 3 clusters Score -244766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -244772.687500 Penalty: 2742.398926
	Iteration 25Q: 3 clusters Score -244772.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -244777.921875 Penalty: 2742.398926
	Iteration 26Q: 3 clusters Score -244777.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -244779.328125 Penalty: 2742.398926
	Iteration 27Q: 3 clusters Score -244779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -244782.093750 Penalty: 2742.398926
	Iteration 28Q: 3 clusters Score -244782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -244783.796875 Penalty: 2742.398926
	Iteration 29Q: 3 clusters Score -244783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -244785.000000 Penalty: 2742.398926
	Iteration 30Q: 3 clusters Score -244785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -244785.625000 Penalty: 2742.398926
	Iteration 31Q: 3 clusters Score -244785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -244785.625000 Penalty: 2742.398926
	Iteration 32F: 3 clusters Score -244785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -337394.187500 Penalty: 1408.274170
	Iteration 0F: 2 clusters Score -337394.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -332902.062500 Penalty: 2816.548340
	Iteration 0F: 3 clusters Score -332902.1 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -334387.156250 Penalty: 2816.548340
	Iteration 1F: 3 clusters Score -334387.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -335080.968750 Penalty: 2816.548340
	Iteration 2F: 3 clusters Score -335081 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -335604.375000 Penalty: 2816.548340
	Iteration 3F: 3 clusters Score -335604.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -336005.843750 Penalty: 2816.548340
	Iteration 4F: 3 clusters Score -336005.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -336295.250000 Penalty: 2816.548340
	Iteration 5F: 3 clusters Score -336295.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -336540.187500 Penalty: 2816.548340
	Iteration 6F: 3 clusters Score -336540.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -336748.031250 Penalty: 2816.548340
	Iteration 7Q: 3 clusters Score -336748 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -336873.437500 Penalty: 2816.548340
	Iteration 8Q: 3 clusters Score -336873.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -336960.156250 Penalty: 2816.548340
	Iteration 9Q: 3 clusters Score -336960.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -337027.156250 Penalty: 2816.548340
	Iteration 10Q: 3 clusters Score -337027.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -337085.625000 Penalty: 2816.548340
	Iteration 11Q: 3 clusters Score -337085.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -337120.718750 Penalty: 2816.548340
	Iteration 12Q: 3 clusters Score -337120.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -337136.031250 Penalty: 2816.548340
	Iteration 13Q: 3 clusters Score -337136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -337144.218750 Penalty: 2816.548340
	Iteration 14Q: 3 clusters Score -337144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -337150.968750 Penalty: 2816.548340
	Iteration 15Q: 3 clusters Score -337151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -337154.031250 Penalty: 2816.548340
	Iteration 16Q: 3 clusters Score -337154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -337155.843750 Penalty: 2816.548340
	Iteration 17Q: 3 clusters Score -337155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -337155.906250 Penalty: 2816.548340
	Iteration 18Q: 3 clusters Score -337155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -337157.062500 Penalty: 2816.548340
	Iteration 19Q: 3 clusters Score -337157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -337157.062500 Penalty: 2816.548340
	Iteration 20F: 3 clusters Score -337157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -158499.609375 Penalty: 1290.633911
	Iteration 0F: 2 clusters Score -158499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -155876.859375 Penalty: 2581.267822
	Iteration 0F: 3 clusters Score -155876.9 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -156510.125000 Penalty: 2581.267822
	Iteration 1F: 3 clusters Score -156510.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -156683.187500 Penalty: 2581.267822
	Iteration 2F: 3 clusters Score -156683.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -156826.546875 Penalty: 2581.267822
	Iteration 3F: 3 clusters Score -156826.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -156944.984375 Penalty: 2581.267822
	Iteration 4Q: 3 clusters Score -156945 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -157049.218750 Penalty: 2581.267822
	Iteration 5Q: 3 clusters Score -157049.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157151.593750 Penalty: 2581.267822
	Iteration 6Q: 3 clusters Score -157151.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157254.218750 Penalty: 2581.267822
	Iteration 7Q: 3 clusters Score -157254.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157351.531250 Penalty: 2581.267822
	Iteration 8Q: 3 clusters Score -157351.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -157421.640625 Penalty: 2581.267822
	Iteration 9Q: 3 clusters Score -157421.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -157494.500000 Penalty: 2581.267822
	Iteration 10Q: 3 clusters Score -157494.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -157563.156250 Penalty: 2581.267822
	Iteration 11Q: 3 clusters Score -157563.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -157623.281250 Penalty: 2581.267822
	Iteration 12Q: 3 clusters Score -157623.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -157691.609375 Penalty: 2581.267822
	Iteration 13Q: 3 clusters Score -157691.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -157781.250000 Penalty: 2581.267822
	Iteration 14Q: 3 clusters Score -157781.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -157862.875000 Penalty: 2581.267822
	Iteration 15Q: 3 clusters Score -157862.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -157914.546875 Penalty: 2581.267822
	Iteration 16Q: 3 clusters Score -157914.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -157960.656250 Penalty: 2581.267822
	Iteration 17Q: 3 clusters Score -157960.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -158018.484375 Penalty: 2581.267822
	Iteration 18Q: 3 clusters Score -158018.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -158095.765625 Penalty: 2581.267822
	Iteration 19Q: 3 clusters Score -158095.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -158143.421875 Penalty: 2581.267822
	Iteration 20F: 3 clusters Score -158143.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -158175.718750 Penalty: 2581.267822
	Iteration 21Q: 3 clusters Score -158175.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -158198.375000 Penalty: 2581.267822
	Iteration 22Q: 3 clusters Score -158198.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -158226.656250 Penalty: 2581.267822
	Iteration 23Q: 3 clusters Score -158226.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -158261.203125 Penalty: 2581.267822
	Iteration 24Q: 3 clusters Score -158261.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -158303.953125 Penalty: 2581.267822
	Iteration 25Q: 3 clusters Score -158304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -158346.671875 Penalty: 2581.267822
	Iteration 26Q: 3 clusters Score -158346.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -158386.546875 Penalty: 2581.267822
	Iteration 27Q: 3 clusters Score -158386.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -158413.140625 Penalty: 2581.267822
	Iteration 28Q: 3 clusters Score -158413.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -158438.687500 Penalty: 2581.267822
	Iteration 29Q: 3 clusters Score -158438.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -158463.937500 Penalty: 2581.267822
	Iteration 30Q: 3 clusters Score -158463.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -158487.828125 Penalty: 2581.267822
	Iteration 31Q: 3 clusters Score -158487.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -158511.750000 Penalty: 2581.267822
	Iteration 32Q: 3 clusters Score -158511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -158532.734375 Penalty: 2581.267822
	Iteration 33Q: 3 clusters Score -158532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -158540.843750 Penalty: 2581.267822
	Iteration 34Q: 3 clusters Score -158540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -158547.921875 Penalty: 2581.267822
	Iteration 35Q: 3 clusters Score -158547.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -158555.593750 Penalty: 2581.267822
	Iteration 36Q: 3 clusters Score -158555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -158561.296875 Penalty: 2581.267822
	Iteration 37Q: 3 clusters Score -158561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -158566.625000 Penalty: 2581.267822
	Iteration 38Q: 3 clusters Score -158566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -158570.531250 Penalty: 2581.267822
	Iteration 39Q: 3 clusters Score -158570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -158576.187500 Penalty: 2581.267822
	Iteration 40F: 3 clusters Score -158576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -158581.734375 Penalty: 2581.267822
	Iteration 41Q: 3 clusters Score -158581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -158582.187500 Penalty: 2581.267822
	Iteration 42Q: 3 clusters Score -158582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -158583.140625 Penalty: 2581.267822
	Iteration 43Q: 3 clusters Score -158583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -158583.468750 Penalty: 2581.267822
	Iteration 44Q: 3 clusters Score -158583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -158583.468750 Penalty: 2581.267822
	Iteration 45F: 3 clusters Score -158583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11273 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 80579 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67346 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25906 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 4960 members 
Mstep: Class 26 contains 21961 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 18616 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5077 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3116 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 47332 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 1437 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1618 members 
Mstep: Class 43 contains 66541 members 
Mstep: Class 44 contains 2166 members 
Mstep: Class 45 contains 5648 members 
Mstep: Class 46 contains 1960 members 
Entering Unmasked Estep 
Score: -30937592.000000 Penalty: 98796.632812
Splitting cluster 10 changes total score from -30938294.000000 to -30937592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -679598.125000 Penalty: 1516.698853
	Iteration 0F: 2 clusters Score -679598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -671570.875000 Penalty: 3033.397705
	Iteration 0F: 3 clusters Score -671570.9 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -674111.625000 Penalty: 3033.397705
	Iteration 1F: 3 clusters Score -674111.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -674363.250000 Penalty: 3033.397705
	Iteration 2F: 3 clusters Score -674363.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -674540.562500 Penalty: 3033.397705
	Iteration 3Q: 3 clusters Score -674540.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -674687.812500 Penalty: 3033.397705
	Iteration 4Q: 3 clusters Score -674687.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -674844.312500 Penalty: 3033.397705
	Iteration 5Q: 3 clusters Score -674844.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -675021.125000 Penalty: 3033.397705
	Iteration 6Q: 3 clusters Score -675021.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -675250.250000 Penalty: 3033.397705
	Iteration 7Q: 3 clusters Score -675250.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -675561.625000 Penalty: 3033.397705
	Iteration 8Q: 3 clusters Score -675561.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -676036.312500 Penalty: 3033.397705
	Iteration 9F: 3 clusters Score -676036.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -676631.375000 Penalty: 3033.397705
	Iteration 10F: 3 clusters Score -676631.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -677213.250000 Penalty: 3033.397705
	Iteration 11F: 3 clusters Score -677213.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -677694.375000 Penalty: 3033.397705
	Iteration 12Q: 3 clusters Score -677694.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -677980.562500 Penalty: 3033.397705
	Iteration 13Q: 3 clusters Score -677980.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -678103.312500 Penalty: 3033.397705
	Iteration 14Q: 3 clusters Score -678103.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -678177.312500 Penalty: 3033.397705
	Iteration 15Q: 3 clusters Score -678177.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -678220.437500 Penalty: 3033.397705
	Iteration 16Q: 3 clusters Score -678220.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -678248.687500 Penalty: 3033.397705
	Iteration 17Q: 3 clusters Score -678248.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -678268.125000 Penalty: 3033.397705
	Iteration 18Q: 3 clusters Score -678268.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -678283.875000 Penalty: 3033.397705
	Iteration 19Q: 3 clusters Score -678283.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -678296.562500 Penalty: 3033.397705
	Iteration 20F: 3 clusters Score -678296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -678307.937500 Penalty: 3033.397705
	Iteration 21Q: 3 clusters Score -678307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -678313.812500 Penalty: 3033.397705
	Iteration 22Q: 3 clusters Score -678313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -678313.812500 Penalty: 3033.397705
	Iteration 23F: 3 clusters Score -678313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Entering Unmasked Estep 
Score: -4775821.500000 Penalty: 1835.761353
	Iteration 0F: 2 clusters Score -4775822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -4721874.000000 Penalty: 3671.522705
	Iteration 0F: 3 clusters Score -4721874 nChanged 38388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -4744414.500000 Penalty: 3671.522705
	Iteration 1F: 3 clusters Score -4744414 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -4745178.000000 Penalty: 3671.522705
	Iteration 2Q: 3 clusters Score -4745178 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -4746277.500000 Penalty: 3671.522705
	Iteration 3Q: 3 clusters Score -4746278 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -4747920.000000 Penalty: 3671.522705
	Iteration 4Q: 3 clusters Score -4747920 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -4750636.500000 Penalty: 3671.522705
	Iteration 5F: 3 clusters Score -4750636 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -4754936.500000 Penalty: 3671.522705
	Iteration 6F: 3 clusters Score -4754936 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -4760826.500000 Penalty: 3671.522705
	Iteration 7F: 3 clusters Score -4760826 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -4766692.500000 Penalty: 3671.522705
	Iteration 8F: 3 clusters Score -4766692 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -4770784.500000 Penalty: 3671.522705
	Iteration 9F: 3 clusters Score -4770784 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -4772799.000000 Penalty: 3671.522705
	Iteration 10Q: 3 clusters Score -4772799 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -4773600.000000 Penalty: 3671.522705
	Iteration 11Q: 3 clusters Score -4773600 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -4773930.500000 Penalty: 3671.522705
	Iteration 12Q: 3 clusters Score -4773930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -4774078.500000 Penalty: 3671.522705
	Iteration 13Q: 3 clusters Score -4774078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -4774160.500000 Penalty: 3671.522705
	Iteration 14Q: 3 clusters Score -4774160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -4774199.000000 Penalty: 3671.522705
	Iteration 15Q: 3 clusters Score -4774199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -4774220.500000 Penalty: 3671.522705
	Iteration 16Q: 3 clusters Score -4774220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -4774225.000000 Penalty: 3671.522705
	Iteration 17Q: 3 clusters Score -4774225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -4774239.500000 Penalty: 3671.522705
	Iteration 18Q: 3 clusters Score -4774240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -4774238.000000 Penalty: 3671.522705
	Iteration 19Q: 3 clusters Score -4774238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -4774248.000000 Penalty: 3671.522705
	Iteration 20F: 3 clusters Score -4774248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -4774261.000000 Penalty: 3671.522705
	Iteration 21Q: 3 clusters Score -4774261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -4774262.500000 Penalty: 3671.522705
	Iteration 22Q: 3 clusters Score -4774262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -4774262.000000 Penalty: 3671.522705
	Iteration 23Q: 3 clusters Score -4774262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -4774264.500000 Penalty: 3671.522705
	Iteration 24Q: 3 clusters Score -4774264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -4774264.500000 Penalty: 3671.522705
	Iteration 25F: 3 clusters Score -4774264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -211970.000000 Penalty: 1327.056274
	Iteration 0F: 2 clusters Score -211970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -208933.281250 Penalty: 2654.112549
	Iteration 0F: 3 clusters Score -208933.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -209829.078125 Penalty: 2654.112549
	Iteration 1F: 3 clusters Score -209829.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -210073.015625 Penalty: 2654.112549
	Iteration 2F: 3 clusters Score -210073 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -210262.734375 Penalty: 2654.112549
	Iteration 3F: 3 clusters Score -210262.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -210387.734375 Penalty: 2654.112549
	Iteration 4F: 3 clusters Score -210387.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -210468.125000 Penalty: 2654.112549
	Iteration 5Q: 3 clusters Score -210468.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -210554.187500 Penalty: 2654.112549
	Iteration 6Q: 3 clusters Score -210554.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -210647.656250 Penalty: 2654.112549
	Iteration 7Q: 3 clusters Score -210647.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -210763.203125 Penalty: 2654.112549
	Iteration 8Q: 3 clusters Score -210763.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210908.812500 Penalty: 2654.112549
	Iteration 9Q: 3 clusters Score -210908.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211099.671875 Penalty: 2654.112549
	Iteration 10Q: 3 clusters Score -211099.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211219.000000 Penalty: 2654.112549
	Iteration 11Q: 3 clusters Score -211219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -211286.968750 Penalty: 2654.112549
	Iteration 12Q: 3 clusters Score -211287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211348.390625 Penalty: 2654.112549
	Iteration 13Q: 3 clusters Score -211348.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -211391.343750 Penalty: 2654.112549
	Iteration 14Q: 3 clusters Score -211391.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -211423.140625 Penalty: 2654.112549
	Iteration 15Q: 3 clusters Score -211423.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -211439.078125 Penalty: 2654.112549
	Iteration 16Q: 3 clusters Score -211439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -211446.796875 Penalty: 2654.112549
	Iteration 17Q: 3 clusters Score -211446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -211450.125000 Penalty: 2654.112549
	Iteration 18Q: 3 clusters Score -211450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -211453.546875 Penalty: 2654.112549
	Iteration 19Q: 3 clusters Score -211453.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -211456.234375 Penalty: 2654.112549
	Iteration 20F: 3 clusters Score -211456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -211457.921875 Penalty: 2654.112549
	Iteration 21Q: 3 clusters Score -211457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -211458.609375 Penalty: 2654.112549
	Iteration 22Q: 3 clusters Score -211458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -211460.109375 Penalty: 2654.112549
	Iteration 23Q: 3 clusters Score -211460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -211460.609375 Penalty: 2654.112549
	Iteration 24Q: 3 clusters Score -211460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -211461.140625 Penalty: 2654.112549
	Iteration 25Q: 3 clusters Score -211461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -211461.140625 Penalty: 2654.112549
	Iteration 26F: 3 clusters Score -211461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Entering Unmasked Estep 
Score: -4085856.000000 Penalty: 1806.609741
	Iteration 0F: 2 clusters Score -4085856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4040903.000000 Penalty: 3613.219482
	Iteration 0F: 3 clusters Score -4040903 nChanged 31976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4059220.000000 Penalty: 3613.219482
	Iteration 1F: 3 clusters Score -4059220 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4059701.000000 Penalty: 3613.219482
	Iteration 2Q: 3 clusters Score -4059701 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4060176.250000 Penalty: 3613.219482
	Iteration 3Q: 3 clusters Score -4060176 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4060630.750000 Penalty: 3613.219482
	Iteration 4Q: 3 clusters Score -4060631 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4061143.000000 Penalty: 3613.219482
	Iteration 5Q: 3 clusters Score -4061143 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4061813.750000 Penalty: 3613.219482
	Iteration 6Q: 3 clusters Score -4061814 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4062752.500000 Penalty: 3613.219482
	Iteration 7Q: 3 clusters Score -4062752 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -4064267.750000 Penalty: 3613.219482
	Iteration 8Q: 3 clusters Score -4064268 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -4066839.500000 Penalty: 3613.219482
	Iteration 9F: 3 clusters Score -4066840 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -4070800.750000 Penalty: 3613.219482
	Iteration 10F: 3 clusters Score -4070801 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -4075495.250000 Penalty: 3613.219482
	Iteration 11F: 3 clusters Score -4075495 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -4079529.750000 Penalty: 3613.219482
	Iteration 12F: 3 clusters Score -4079530 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -4082032.500000 Penalty: 3613.219482
	Iteration 13Q: 3 clusters Score -4082032 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -4083308.250000 Penalty: 3613.219482
	Iteration 14Q: 3 clusters Score -4083308 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -4083951.750000 Penalty: 3613.219482
	Iteration 15Q: 3 clusters Score -4083952 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -4084254.000000 Penalty: 3613.219482
	Iteration 16Q: 3 clusters Score -4084254 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -4084396.750000 Penalty: 3613.219482
	Iteration 17Q: 3 clusters Score -4084397 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -4084451.500000 Penalty: 3613.219482
	Iteration 18Q: 3 clusters Score -4084452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -4084494.500000 Penalty: 3613.219482
	Iteration 19Q: 3 clusters Score -4084494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -4084547.250000 Penalty: 3613.219482
	Iteration 20F: 3 clusters Score -4084547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -4084567.500000 Penalty: 3613.219482
	Iteration 21Q: 3 clusters Score -4084568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -4084590.500000 Penalty: 3613.219482
	Iteration 22Q: 3 clusters Score -4084590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -4084595.250000 Penalty: 3613.219482
	Iteration 23Q: 3 clusters Score -4084595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -4084602.500000 Penalty: 3613.219482
	Iteration 24Q: 3 clusters Score -4084602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -4084611.000000 Penalty: 3613.219482
	Iteration 25Q: 3 clusters Score -4084611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -4084630.750000 Penalty: 3613.219482
	Iteration 26Q: 3 clusters Score -4084631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -4084632.000000 Penalty: 3613.219482
	Iteration 27Q: 3 clusters Score -4084632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -4084636.750000 Penalty: 3613.219482
	Iteration 28Q: 3 clusters Score -4084637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -4084641.500000 Penalty: 3613.219482
	Iteration 29Q: 3 clusters Score -4084642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -4084644.500000 Penalty: 3613.219482
	Iteration 30Q: 3 clusters Score -4084644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -4084649.750000 Penalty: 3613.219482
	Iteration 31Q: 3 clusters Score -4084650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -4084651.000000 Penalty: 3613.219482
	Iteration 32Q: 3 clusters Score -4084651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -4084650.500000 Penalty: 3613.219482
	Iteration 33Q: 3 clusters Score -4084650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -4084652.250000 Penalty: 3613.219482
	Iteration 34Q: 3 clusters Score -4084652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -4084654.250000 Penalty: 3613.219482
	Iteration 35Q: 3 clusters Score -4084654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -4084662.750000 Penalty: 3613.219482
	Iteration 36Q: 3 clusters Score -4084663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -4084665.000000 Penalty: 3613.219482
	Iteration 37Q: 3 clusters Score -4084665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -4084664.750000 Penalty: 3613.219482
	Iteration 38Q: 3 clusters Score -4084665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -4084667.500000 Penalty: 3613.219482
	Iteration 39Q: 3 clusters Score -4084668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -4084666.250000 Penalty: 3613.219482
	Iteration 40F: 3 clusters Score -4084666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -4084661.500000 Penalty: 3613.219482
	Iteration 41Q: 3 clusters Score -4084662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -4084666.000000 Penalty: 3613.219482
	Iteration 42Q: 3 clusters Score -4084666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -4084669.500000 Penalty: 3613.219482
	Iteration 43Q: 3 clusters Score -4084670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -4084670.750000 Penalty: 3613.219482
	Iteration 44Q: 3 clusters Score -4084671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -4084674.500000 Penalty: 3613.219482
	Iteration 45Q: 3 clusters Score -4084674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -4084680.250000 Penalty: 3613.219482
	Iteration 46Q: 3 clusters Score -4084680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -4084689.000000 Penalty: 3613.219482
	Iteration 47Q: 3 clusters Score -4084689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -4084693.500000 Penalty: 3613.219482
	Iteration 48Q: 3 clusters Score -4084694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -4084690.250000 Penalty: 3613.219482
	Iteration 49Q: 3 clusters Score -4084690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -4084694.500000 Penalty: 3613.219482
	Iteration 50Q: 3 clusters Score -4084694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -4084695.000000 Penalty: 3613.219482
	Iteration 51Q: 3 clusters Score -4084695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -4084701.250000 Penalty: 3613.219482
	Iteration 52Q: 3 clusters Score -4084701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -4084708.000000 Penalty: 3613.219482
	Iteration 53Q: 3 clusters Score -4084708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -4084719.000000 Penalty: 3613.219482
	Iteration 54Q: 3 clusters Score -4084719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -4084725.750000 Penalty: 3613.219482
	Iteration 55Q: 3 clusters Score -4084726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -4084725.750000 Penalty: 3613.219482
	Iteration 56Q: 3 clusters Score -4084726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -4084733.250000 Penalty: 3613.219482
	Iteration 57Q: 3 clusters Score -4084733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -4084738.750000 Penalty: 3613.219482
	Iteration 58Q: 3 clusters Score -4084739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -4084748.750000 Penalty: 3613.219482
	Iteration 59Q: 3 clusters Score -4084749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -4084744.750000 Penalty: 3613.219482
	Iteration 60F: 3 clusters Score -4084745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -4084746.750000 Penalty: 3613.219482
	Iteration 61Q: 3 clusters Score -4084747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -4084749.250000 Penalty: 3613.219482
	Iteration 62Q: 3 clusters Score -4084749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -4084755.250000 Penalty: 3613.219482
	Iteration 63Q: 3 clusters Score -4084755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -4084769.250000 Penalty: 3613.219482
	Iteration 64Q: 3 clusters Score -4084769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -4084779.500000 Penalty: 3613.219482
	Iteration 65Q: 3 clusters Score -4084780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -4084780.750000 Penalty: 3613.219482
	Iteration 66Q: 3 clusters Score -4084781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -4084780.750000 Penalty: 3613.219482
	Iteration 67Q: 3 clusters Score -4084781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -4084787.250000 Penalty: 3613.219482
	Iteration 68Q: 3 clusters Score -4084787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -4084793.000000 Penalty: 3613.219482
	Iteration 69Q: 3 clusters Score -4084793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -4084791.000000 Penalty: 3613.219482
	Iteration 70Q: 3 clusters Score -4084791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -4084795.000000 Penalty: 3613.219482
	Iteration 71Q: 3 clusters Score -4084795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -4084799.250000 Penalty: 3613.219482
	Iteration 72Q: 3 clusters Score -4084799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -4084800.750000 Penalty: 3613.219482
	Iteration 73Q: 3 clusters Score -4084801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -4084800.750000 Penalty: 3613.219482
	Iteration 74F: 3 clusters Score -4084801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -471191.093750 Penalty: 1452.979858
	Iteration 0F: 2 clusters Score -471191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -465557.968750 Penalty: 2905.959717
	Iteration 0F: 3 clusters Score -465558 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -467253.875000 Penalty: 2905.959717
	Iteration 1F: 3 clusters Score -467253.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -467434.687500 Penalty: 2905.959717
	Iteration 2F: 3 clusters Score -467434.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -467539.875000 Penalty: 2905.959717
	Iteration 3Q: 3 clusters Score -467539.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -467620.593750 Penalty: 2905.959717
	Iteration 4Q: 3 clusters Score -467620.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -467694.500000 Penalty: 2905.959717
	Iteration 5Q: 3 clusters Score -467694.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -467775.531250 Penalty: 2905.959717
	Iteration 6Q: 3 clusters Score -467775.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -467867.250000 Penalty: 2905.959717
	Iteration 7Q: 3 clusters Score -467867.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -467971.531250 Penalty: 2905.959717
	Iteration 8Q: 3 clusters Score -467971.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -468072.593750 Penalty: 2905.959717
	Iteration 9Q: 3 clusters Score -468072.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -468167.781250 Penalty: 2905.959717
	Iteration 10Q: 3 clusters Score -468167.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -468267.937500 Penalty: 2905.959717
	Iteration 11Q: 3 clusters Score -468267.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -468368.562500 Penalty: 2905.959717
	Iteration 12Q: 3 clusters Score -468368.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -468506.375000 Penalty: 2905.959717
	Iteration 13Q: 3 clusters Score -468506.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -468690.406250 Penalty: 2905.959717
	Iteration 14Q: 3 clusters Score -468690.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -468872.843750 Penalty: 2905.959717
	Iteration 15Q: 3 clusters Score -468872.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -469059.906250 Penalty: 2905.959717
	Iteration 16Q: 3 clusters Score -469059.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -469247.968750 Penalty: 2905.959717
	Iteration 17Q: 3 clusters Score -469248 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -469429.906250 Penalty: 2905.959717
	Iteration 18Q: 3 clusters Score -469429.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -469558.031250 Penalty: 2905.959717
	Iteration 19Q: 3 clusters Score -469558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -469663.218750 Penalty: 2905.959717
	Iteration 20F: 3 clusters Score -469663.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -469744.062500 Penalty: 2905.959717
	Iteration 21Q: 3 clusters Score -469744.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -469793.187500 Penalty: 2905.959717
	Iteration 22Q: 3 clusters Score -469793.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -469832.500000 Penalty: 2905.959717
	Iteration 23Q: 3 clusters Score -469832.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -469860.187500 Penalty: 2905.959717
	Iteration 24Q: 3 clusters Score -469860.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -469876.750000 Penalty: 2905.959717
	Iteration 25Q: 3 clusters Score -469876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -469894.250000 Penalty: 2905.959717
	Iteration 26Q: 3 clusters Score -469894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -469905.062500 Penalty: 2905.959717
	Iteration 27Q: 3 clusters Score -469905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -469907.125000 Penalty: 2905.959717
	Iteration 28Q: 3 clusters Score -469907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -469908.125000 Penalty: 2905.959717
	Iteration 29Q: 3 clusters Score -469908.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -469908.125000 Penalty: 2905.959717
	Iteration 30F: 3 clusters Score -469908.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -114012.476562 Penalty: 1280.876099
	Iteration 0F: 2 clusters Score -114012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -111525.109375 Penalty: 2561.752197
	Iteration 0F: 3 clusters Score -111525.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -112239.343750 Penalty: 2561.752197
	Iteration 1F: 3 clusters Score -112239.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -112460.429688 Penalty: 2561.752197
	Iteration 2F: 3 clusters Score -112460.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112621.437500 Penalty: 2561.752197
	Iteration 3F: 3 clusters Score -112621.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -112773.781250 Penalty: 2561.752197
	Iteration 4F: 3 clusters Score -112773.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -112928.750000 Penalty: 2561.752197
	Iteration 5F: 3 clusters Score -112928.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -113062.710938 Penalty: 2561.752197
	Iteration 6Q: 3 clusters Score -113062.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -113220.601562 Penalty: 2561.752197
	Iteration 7Q: 3 clusters Score -113220.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -113385.507812 Penalty: 2561.752197
	Iteration 8Q: 3 clusters Score -113385.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -113535.171875 Penalty: 2561.752197
	Iteration 9Q: 3 clusters Score -113535.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -113631.421875 Penalty: 2561.752197
	Iteration 10Q: 3 clusters Score -113631.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -113696.429688 Penalty: 2561.752197
	Iteration 11Q: 3 clusters Score -113696.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -113736.085938 Penalty: 2561.752197
	Iteration 12Q: 3 clusters Score -113736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -113758.789062 Penalty: 2561.752197
	Iteration 13Q: 3 clusters Score -113758.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -113775.093750 Penalty: 2561.752197
	Iteration 14Q: 3 clusters Score -113775.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -113782.375000 Penalty: 2561.752197
	Iteration 15Q: 3 clusters Score -113782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -113792.890625 Penalty: 2561.752197
	Iteration 16Q: 3 clusters Score -113792.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -113802.765625 Penalty: 2561.752197
	Iteration 17Q: 3 clusters Score -113802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -113812.328125 Penalty: 2561.752197
	Iteration 18Q: 3 clusters Score -113812.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -113817.453125 Penalty: 2561.752197
	Iteration 19Q: 3 clusters Score -113817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -113819.890625 Penalty: 2561.752197
	Iteration 20F: 3 clusters Score -113819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -113820.875000 Penalty: 2561.752197
	Iteration 21Q: 3 clusters Score -113820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -113821.625000 Penalty: 2561.752197
	Iteration 22Q: 3 clusters Score -113821.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -113821.625000 Penalty: 2561.752197
	Iteration 23F: 3 clusters Score -113821.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -85962.023438 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -85962.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -84177.046875 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -84177.05 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -84565.187500 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -84565.19 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -84684.976562 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -84684.98 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -84819.242188 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -84819.24 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -85028.789062 Penalty: 2384.927490
	Iteration 4F: 3 clusters Score -85028.79 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -85192.625000 Penalty: 2384.927490
	Iteration 5F: 3 clusters Score -85192.62 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -85351.882812 Penalty: 2384.927490
	Iteration 6F: 3 clusters Score -85351.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -85506.882812 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -85506.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -85639.257812 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -85639.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -85714.289062 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -85714.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -85748.054688 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -85748.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -85761.195312 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -85761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -85766.554688 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -85766.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -85768.242188 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -85768.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -85768.242188 Penalty: 2384.927490
	Iteration 14F: 3 clusters Score -85768.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -230920.593750 Penalty: 1343.960327
	Iteration 0F: 2 clusters Score -230920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -227635.140625 Penalty: 2687.920654
	Iteration 0F: 3 clusters Score -227635.1 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -228495.765625 Penalty: 2687.920654
	Iteration 1F: 3 clusters Score -228495.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -228625.593750 Penalty: 2687.920654
	Iteration 2F: 3 clusters Score -228625.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -228707.656250 Penalty: 2687.920654
	Iteration 3Q: 3 clusters Score -228707.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -228780.609375 Penalty: 2687.920654
	Iteration 4Q: 3 clusters Score -228780.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -228836.796875 Penalty: 2687.920654
	Iteration 5Q: 3 clusters Score -228836.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -228892.515625 Penalty: 2687.920654
	Iteration 6Q: 3 clusters Score -228892.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -228975.078125 Penalty: 2687.920654
	Iteration 7Q: 3 clusters Score -228975.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -229076.250000 Penalty: 2687.920654
	Iteration 8Q: 3 clusters Score -229076.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -229237.671875 Penalty: 2687.920654
	Iteration 9Q: 3 clusters Score -229237.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -229406.953125 Penalty: 2687.920654
	Iteration 10Q: 3 clusters Score -229407 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -229570.031250 Penalty: 2687.920654
	Iteration 11Q: 3 clusters Score -229570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -229701.859375 Penalty: 2687.920654
	Iteration 12Q: 3 clusters Score -229701.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -229789.859375 Penalty: 2687.920654
	Iteration 13Q: 3 clusters Score -229789.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -229849.515625 Penalty: 2687.920654
	Iteration 14Q: 3 clusters Score -229849.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -229897.453125 Penalty: 2687.920654
	Iteration 15Q: 3 clusters Score -229897.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -229932.578125 Penalty: 2687.920654
	Iteration 16Q: 3 clusters Score -229932.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -229967.187500 Penalty: 2687.920654
	Iteration 17Q: 3 clusters Score -229967.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -230005.406250 Penalty: 2687.920654
	Iteration 18Q: 3 clusters Score -230005.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -230037.843750 Penalty: 2687.920654
	Iteration 19Q: 3 clusters Score -230037.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -230064.046875 Penalty: 2687.920654
	Iteration 20F: 3 clusters Score -230064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -230082.421875 Penalty: 2687.920654
	Iteration 21Q: 3 clusters Score -230082.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -230096.390625 Penalty: 2687.920654
	Iteration 22Q: 3 clusters Score -230096.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -230110.484375 Penalty: 2687.920654
	Iteration 23Q: 3 clusters Score -230110.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -230121.421875 Penalty: 2687.920654
	Iteration 24Q: 3 clusters Score -230121.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -230134.046875 Penalty: 2687.920654
	Iteration 25Q: 3 clusters Score -230134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -230142.203125 Penalty: 2687.920654
	Iteration 26Q: 3 clusters Score -230142.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -230151.250000 Penalty: 2687.920654
	Iteration 27Q: 3 clusters Score -230151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -230158.421875 Penalty: 2687.920654
	Iteration 28Q: 3 clusters Score -230158.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -230166.765625 Penalty: 2687.920654
	Iteration 29Q: 3 clusters Score -230166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -230172.968750 Penalty: 2687.920654
	Iteration 30Q: 3 clusters Score -230173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -230177.531250 Penalty: 2687.920654
	Iteration 31Q: 3 clusters Score -230177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -230181.062500 Penalty: 2687.920654
	Iteration 32Q: 3 clusters Score -230181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -230185.062500 Penalty: 2687.920654
	Iteration 33Q: 3 clusters Score -230185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -230187.343750 Penalty: 2687.920654
	Iteration 34Q: 3 clusters Score -230187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -230188.046875 Penalty: 2687.920654
	Iteration 35Q: 3 clusters Score -230188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -230189.093750 Penalty: 2687.920654
	Iteration 36Q: 3 clusters Score -230189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -230189.890625 Penalty: 2687.920654
	Iteration 37Q: 3 clusters Score -230189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -230190.171875 Penalty: 2687.920654
	Iteration 38Q: 3 clusters Score -230190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -230190.171875 Penalty: 2687.920654
	Iteration 39F: 3 clusters Score -230190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Entering Unmasked Estep 
Score: -1572665.625000 Penalty: 1651.362305
	Iteration 0F: 2 clusters Score -1572666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1555203.000000 Penalty: 3302.724609
	Iteration 0F: 3 clusters Score -1555203 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1561594.500000 Penalty: 3302.724609
	Iteration 1F: 3 clusters Score -1561594 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1561938.375000 Penalty: 3302.724609
	Iteration 2Q: 3 clusters Score -1561938 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1562249.625000 Penalty: 3302.724609
	Iteration 3Q: 3 clusters Score -1562250 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1562584.625000 Penalty: 3302.724609
	Iteration 4Q: 3 clusters Score -1562585 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1563059.625000 Penalty: 3302.724609
	Iteration 5Q: 3 clusters Score -1563060 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1563739.000000 Penalty: 3302.724609
	Iteration 6F: 3 clusters Score -1563739 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1564709.125000 Penalty: 3302.724609
	Iteration 7F: 3 clusters Score -1564709 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1565981.125000 Penalty: 3302.724609
	Iteration 8F: 3 clusters Score -1565981 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1567462.750000 Penalty: 3302.724609
	Iteration 9F: 3 clusters Score -1567463 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1568800.125000 Penalty: 3302.724609
	Iteration 10F: 3 clusters Score -1568800 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1569791.750000 Penalty: 3302.724609
	Iteration 11Q: 3 clusters Score -1569792 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1570440.125000 Penalty: 3302.724609
	Iteration 12Q: 3 clusters Score -1570440 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1570821.750000 Penalty: 3302.724609
	Iteration 13Q: 3 clusters Score -1570822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1571000.500000 Penalty: 3302.724609
	Iteration 14Q: 3 clusters Score -1571000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1571107.500000 Penalty: 3302.724609
	Iteration 15Q: 3 clusters Score -1571108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1571147.625000 Penalty: 3302.724609
	Iteration 16Q: 3 clusters Score -1571148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1571174.625000 Penalty: 3302.724609
	Iteration 17Q: 3 clusters Score -1571175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1571191.750000 Penalty: 3302.724609
	Iteration 18Q: 3 clusters Score -1571192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1571203.500000 Penalty: 3302.724609
	Iteration 19Q: 3 clusters Score -1571204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1571209.625000 Penalty: 3302.724609
	Iteration 20F: 3 clusters Score -1571210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1571215.125000 Penalty: 3302.724609
	Iteration 21Q: 3 clusters Score -1571215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1571221.000000 Penalty: 3302.724609
	Iteration 22Q: 3 clusters Score -1571221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1571221.875000 Penalty: 3302.724609
	Iteration 23Q: 3 clusters Score -1571222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1571224.750000 Penalty: 3302.724609
	Iteration 24Q: 3 clusters Score -1571225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1571224.750000 Penalty: 3302.724609
	Iteration 25F: 3 clusters Score -1571225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -587350.500000 Penalty: 1492.215698
	Iteration 0F: 2 clusters Score -587350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -580304.687500 Penalty: 2984.431396
	Iteration 0F: 3 clusters Score -580304.7 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -582803.375000 Penalty: 2984.431396
	Iteration 1F: 3 clusters Score -582803.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -583237.312500 Penalty: 2984.431396
	Iteration 2F: 3 clusters Score -583237.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -583652.125000 Penalty: 2984.431396
	Iteration 3F: 3 clusters Score -583652.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -584068.562500 Penalty: 2984.431396
	Iteration 4F: 3 clusters Score -584068.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -584420.250000 Penalty: 2984.431396
	Iteration 5F: 3 clusters Score -584420.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -584683.562500 Penalty: 2984.431396
	Iteration 6Q: 3 clusters Score -584683.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -584871.375000 Penalty: 2984.431396
	Iteration 7Q: 3 clusters Score -584871.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -585036.625000 Penalty: 2984.431396
	Iteration 8Q: 3 clusters Score -585036.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -585169.750000 Penalty: 2984.431396
	Iteration 9Q: 3 clusters Score -585169.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -585280.875000 Penalty: 2984.431396
	Iteration 10Q: 3 clusters Score -585280.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -585354.937500 Penalty: 2984.431396
	Iteration 11Q: 3 clusters Score -585354.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -585419.500000 Penalty: 2984.431396
	Iteration 12Q: 3 clusters Score -585419.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -585469.687500 Penalty: 2984.431396
	Iteration 13Q: 3 clusters Score -585469.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -585504.875000 Penalty: 2984.431396
	Iteration 14Q: 3 clusters Score -585504.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -585528.187500 Penalty: 2984.431396
	Iteration 15Q: 3 clusters Score -585528.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -585552.312500 Penalty: 2984.431396
	Iteration 16Q: 3 clusters Score -585552.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -585575.812500 Penalty: 2984.431396
	Iteration 17Q: 3 clusters Score -585575.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -585602.250000 Penalty: 2984.431396
	Iteration 18Q: 3 clusters Score -585602.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -585634.375000 Penalty: 2984.431396
	Iteration 19Q: 3 clusters Score -585634.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -585658.437500 Penalty: 2984.431396
	Iteration 20F: 3 clusters Score -585658.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -585675.437500 Penalty: 2984.431396
	Iteration 21Q: 3 clusters Score -585675.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -585691.375000 Penalty: 2984.431396
	Iteration 22Q: 3 clusters Score -585691.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -585704.187500 Penalty: 2984.431396
	Iteration 23Q: 3 clusters Score -585704.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -585723.312500 Penalty: 2984.431396
	Iteration 24Q: 3 clusters Score -585723.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -585736.187500 Penalty: 2984.431396
	Iteration 25Q: 3 clusters Score -585736.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -585750.000000 Penalty: 2984.431396
	Iteration 26Q: 3 clusters Score -585750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -585758.687500 Penalty: 2984.431396
	Iteration 27Q: 3 clusters Score -585758.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -585764.062500 Penalty: 2984.431396
	Iteration 28Q: 3 clusters Score -585764.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -585770.312500 Penalty: 2984.431396
	Iteration 29Q: 3 clusters Score -585770.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -585778.937500 Penalty: 2984.431396
	Iteration 30Q: 3 clusters Score -585778.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -585787.750000 Penalty: 2984.431396
	Iteration 31Q: 3 clusters Score -585787.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -585798.062500 Penalty: 2984.431396
	Iteration 32Q: 3 clusters Score -585798.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -585810.062500 Penalty: 2984.431396
	Iteration 33Q: 3 clusters Score -585810.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -585823.500000 Penalty: 2984.431396
	Iteration 34Q: 3 clusters Score -585823.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -585838.187500 Penalty: 2984.431396
	Iteration 35Q: 3 clusters Score -585838.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -585852.062500 Penalty: 2984.431396
	Iteration 36Q: 3 clusters Score -585852.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -585869.375000 Penalty: 2984.431396
	Iteration 37Q: 3 clusters Score -585869.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -585891.312500 Penalty: 2984.431396
	Iteration 38Q: 3 clusters Score -585891.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -585920.625000 Penalty: 2984.431396
	Iteration 39Q: 3 clusters Score -585920.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -585947.500000 Penalty: 2984.431396
	Iteration 40F: 3 clusters Score -585947.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -585975.875000 Penalty: 2984.431396
	Iteration 41Q: 3 clusters Score -585975.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -586021.375000 Penalty: 2984.431396
	Iteration 42Q: 3 clusters Score -586021.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -586079.812500 Penalty: 2984.431396
	Iteration 43Q: 3 clusters Score -586079.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -586162.812500 Penalty: 2984.431396
	Iteration 44Q: 3 clusters Score -586162.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -586298.875000 Penalty: 2984.431396
	Iteration 45Q: 3 clusters Score -586298.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -586449.437500 Penalty: 2984.431396
	Iteration 46Q: 3 clusters Score -586449.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -586592.125000 Penalty: 2984.431396
	Iteration 47Q: 3 clusters Score -586592.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -586740.937500 Penalty: 2984.431396
	Iteration 48Q: 3 clusters Score -586740.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -586915.125000 Penalty: 2984.431396
	Iteration 49Q: 3 clusters Score -586915.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -587059.062500 Penalty: 2984.431396
	Iteration 50Q: 3 clusters Score -587059.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -587134.437500 Penalty: 2984.431396
	Iteration 51Q: 3 clusters Score -587134.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -587162.250000 Penalty: 2984.431396
	Iteration 52Q: 3 clusters Score -587162.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -587169.187500 Penalty: 2984.431396
	Iteration 53Q: 3 clusters Score -587169.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -587173.625000 Penalty: 2984.431396
	Iteration 54Q: 3 clusters Score -587173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -587176.312500 Penalty: 2984.431396
	Iteration 55Q: 3 clusters Score -587176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -587177.812500 Penalty: 2984.431396
	Iteration 56Q: 3 clusters Score -587177.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -587177.125000 Penalty: 2984.431396
	Iteration 57Q: 3 clusters Score -587177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -587179.375000 Penalty: 2984.431396
	Iteration 58Q: 3 clusters Score -587179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -587180.375000 Penalty: 2984.431396
	Iteration 59Q: 3 clusters Score -587180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -587187.687500 Penalty: 2984.431396
	Iteration 60F: 3 clusters Score -587187.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -587189.375000 Penalty: 2984.431396
	Iteration 61Q: 3 clusters Score -587189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -587188.937500 Penalty: 2984.431396
	Iteration 62Q: 3 clusters Score -587188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -587191.750000 Penalty: 2984.431396
	Iteration 63Q: 3 clusters Score -587191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -587192.187500 Penalty: 2984.431396
	Iteration 64Q: 3 clusters Score -587192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -587193.687500 Penalty: 2984.431396
	Iteration 65Q: 3 clusters Score -587193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -587194.312500 Penalty: 2984.431396
	Iteration 66Q: 3 clusters Score -587194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -587195.062500 Penalty: 2984.431396
	Iteration 67Q: 3 clusters Score -587195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -587194.500000 Penalty: 2984.431396
	Iteration 68Q: 3 clusters Score -587194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -587195.000000 Penalty: 2984.431396
	Iteration 69Q: 3 clusters Score -587195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -587195.187500 Penalty: 2984.431396
	Iteration 70Q: 3 clusters Score -587195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -587195.187500 Penalty: 2984.431396
	Iteration 71Q: 3 clusters Score -587195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -587195.187500 Penalty: 2984.431396
	Iteration 72F: 3 clusters Score -587195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -94437.171875 Penalty: 1206.910889
	Iteration 0F: 2 clusters Score -94437.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92534.140625 Penalty: 2413.821777
	Iteration 0F: 3 clusters Score -92534.14 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -92965.320312 Penalty: 2413.821777
	Iteration 1F: 3 clusters Score -92965.32 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93092.484375 Penalty: 2413.821777
	Iteration 2F: 3 clusters Score -93092.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -93164.085938 Penalty: 2413.821777
	Iteration 3Q: 3 clusters Score -93164.09 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -93217.968750 Penalty: 2413.821777
	Iteration 4Q: 3 clusters Score -93217.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -93266.632812 Penalty: 2413.821777
	Iteration 5Q: 3 clusters Score -93266.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -93311.468750 Penalty: 2413.821777
	Iteration 6Q: 3 clusters Score -93311.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -93346.843750 Penalty: 2413.821777
	Iteration 7Q: 3 clusters Score -93346.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93362.835938 Penalty: 2413.821777
	Iteration 8Q: 3 clusters Score -93362.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -93373.640625 Penalty: 2413.821777
	Iteration 9Q: 3 clusters Score -93373.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -93381.468750 Penalty: 2413.821777
	Iteration 10Q: 3 clusters Score -93381.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -93385.296875 Penalty: 2413.821777
	Iteration 11Q: 3 clusters Score -93385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -93386.914062 Penalty: 2413.821777
	Iteration 12Q: 3 clusters Score -93386.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -93388.664062 Penalty: 2413.821777
	Iteration 13Q: 3 clusters Score -93388.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -93390.507812 Penalty: 2413.821777
	Iteration 14Q: 3 clusters Score -93390.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -93393.250000 Penalty: 2413.821777
	Iteration 15Q: 3 clusters Score -93393.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -93397.265625 Penalty: 2413.821777
	Iteration 16Q: 3 clusters Score -93397.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -93399.320312 Penalty: 2413.821777
	Iteration 17Q: 3 clusters Score -93399.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -93401.421875 Penalty: 2413.821777
	Iteration 18Q: 3 clusters Score -93401.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -93402.726562 Penalty: 2413.821777
	Iteration 19Q: 3 clusters Score -93402.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -93403.945312 Penalty: 2413.821777
	Iteration 20F: 3 clusters Score -93403.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -93405.625000 Penalty: 2413.821777
	Iteration 21Q: 3 clusters Score -93405.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -93405.625000 Penalty: 2413.821777
	Iteration 22F: 3 clusters Score -93405.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -147708.093750 Penalty: 1288.190186
	Iteration 0F: 2 clusters Score -147708.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -145140.578125 Penalty: 2576.380371
	Iteration 0F: 3 clusters Score -145140.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -145802.031250 Penalty: 2576.380371
	Iteration 1F: 3 clusters Score -145802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -145997.265625 Penalty: 2576.380371
	Iteration 2F: 3 clusters Score -145997.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -146147.515625 Penalty: 2576.380371
	Iteration 3F: 3 clusters Score -146147.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -146287.156250 Penalty: 2576.380371
	Iteration 4F: 3 clusters Score -146287.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -146412.109375 Penalty: 2576.380371
	Iteration 5F: 3 clusters Score -146412.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -146499.203125 Penalty: 2576.380371
	Iteration 6Q: 3 clusters Score -146499.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -146582.031250 Penalty: 2576.380371
	Iteration 7Q: 3 clusters Score -146582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -146651.437500 Penalty: 2576.380371
	Iteration 8Q: 3 clusters Score -146651.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146742.984375 Penalty: 2576.380371
	Iteration 9Q: 3 clusters Score -146743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -146824.781250 Penalty: 2576.380371
	Iteration 10Q: 3 clusters Score -146824.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -146895.484375 Penalty: 2576.380371
	Iteration 11Q: 3 clusters Score -146895.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146968.343750 Penalty: 2576.380371
	Iteration 12Q: 3 clusters Score -146968.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147055.078125 Penalty: 2576.380371
	Iteration 13Q: 3 clusters Score -147055.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147145.578125 Penalty: 2576.380371
	Iteration 14Q: 3 clusters Score -147145.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147226.328125 Penalty: 2576.380371
	Iteration 15Q: 3 clusters Score -147226.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147284.453125 Penalty: 2576.380371
	Iteration 16Q: 3 clusters Score -147284.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147313.250000 Penalty: 2576.380371
	Iteration 17Q: 3 clusters Score -147313.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147324.359375 Penalty: 2576.380371
	Iteration 18Q: 3 clusters Score -147324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147333.953125 Penalty: 2576.380371
	Iteration 19Q: 3 clusters Score -147334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147338.750000 Penalty: 2576.380371
	Iteration 20F: 3 clusters Score -147338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147340.140625 Penalty: 2576.380371
	Iteration 21Q: 3 clusters Score -147340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -147343.031250 Penalty: 2576.380371
	Iteration 22Q: 3 clusters Score -147343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -147346.171875 Penalty: 2576.380371
	Iteration 23Q: 3 clusters Score -147346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147348.453125 Penalty: 2576.380371
	Iteration 24Q: 3 clusters Score -147348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -147352.796875 Penalty: 2576.380371
	Iteration 25Q: 3 clusters Score -147352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147356.375000 Penalty: 2576.380371
	Iteration 26Q: 3 clusters Score -147356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -147359.640625 Penalty: 2576.380371
	Iteration 27Q: 3 clusters Score -147359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -147363.375000 Penalty: 2576.380371
	Iteration 28Q: 3 clusters Score -147363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -147368.765625 Penalty: 2576.380371
	Iteration 29Q: 3 clusters Score -147368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -147372.968750 Penalty: 2576.380371
	Iteration 30Q: 3 clusters Score -147373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147374.625000 Penalty: 2576.380371
	Iteration 31Q: 3 clusters Score -147374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -147375.453125 Penalty: 2576.380371
	Iteration 32Q: 3 clusters Score -147375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -147376.218750 Penalty: 2576.380371
	Iteration 33Q: 3 clusters Score -147376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -147376.546875 Penalty: 2576.380371
	Iteration 34Q: 3 clusters Score -147376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -147378.531250 Penalty: 2576.380371
	Iteration 35Q: 3 clusters Score -147378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147378.609375 Penalty: 2576.380371
	Iteration 36Q: 3 clusters Score -147378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147378.609375 Penalty: 2576.380371
	Iteration 37F: 3 clusters Score -147378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -71957.929688 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -71957.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -70316.226562 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -70316.23 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70611.281250 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -70611.28 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -70685.742188 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -70685.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -70723.460938 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -70723.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -70745.453125 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -70745.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -70763.929688 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -70763.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -70776.148438 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -70776.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -70787.500000 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -70787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -70793.765625 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -70793.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -70800.578125 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -70800.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70805.796875 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -70805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70810.992188 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -70810.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70818.875000 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -70818.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70827.195312 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -70827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -70832.445312 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -70832.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70837.242188 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -70837.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -70840.289062 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -70840.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -70843.226562 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -70843.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70846.093750 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -70846.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -70854.859375 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -70854.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -70860.046875 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -70860.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70864.195312 Penalty: 2337.947998
	Iteration 21Q: 3 clusters Score -70864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70868.757812 Penalty: 2337.947998
	Iteration 22Q: 3 clusters Score -70868.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -70871.023438 Penalty: 2337.947998
	Iteration 23Q: 3 clusters Score -70871.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70873.226562 Penalty: 2337.947998
	Iteration 24Q: 3 clusters Score -70873.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -70874.351562 Penalty: 2337.947998
	Iteration 25Q: 3 clusters Score -70874.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70874.734375 Penalty: 2337.947998
	Iteration 26Q: 3 clusters Score -70874.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70874.734375 Penalty: 2337.947998
	Iteration 27F: 3 clusters Score -70874.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -249564.343750 Penalty: 1359.875000
	Iteration 0F: 2 clusters Score -249564.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -246058.000000 Penalty: 2719.750000
	Iteration 0F: 3 clusters Score -246058 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -247040.406250 Penalty: 2719.750000
	Iteration 1F: 3 clusters Score -247040.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -247275.031250 Penalty: 2719.750000
	Iteration 2F: 3 clusters Score -247275 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -247514.578125 Penalty: 2719.750000
	Iteration 3F: 3 clusters Score -247514.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -247718.234375 Penalty: 2719.750000
	Iteration 4F: 3 clusters Score -247718.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -247886.000000 Penalty: 2719.750000
	Iteration 5F: 3 clusters Score -247886 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -248030.312500 Penalty: 2719.750000
	Iteration 6Q: 3 clusters Score -248030.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -248150.156250 Penalty: 2719.750000
	Iteration 7Q: 3 clusters Score -248150.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -248238.984375 Penalty: 2719.750000
	Iteration 8Q: 3 clusters Score -248239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -248279.453125 Penalty: 2719.750000
	Iteration 9Q: 3 clusters Score -248279.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -248321.828125 Penalty: 2719.750000
	Iteration 10Q: 3 clusters Score -248321.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -248343.953125 Penalty: 2719.750000
	Iteration 11Q: 3 clusters Score -248344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -248354.671875 Penalty: 2719.750000
	Iteration 12Q: 3 clusters Score -248354.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -248358.890625 Penalty: 2719.750000
	Iteration 13Q: 3 clusters Score -248358.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -248365.140625 Penalty: 2719.750000
	Iteration 14Q: 3 clusters Score -248365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -248374.656250 Penalty: 2719.750000
	Iteration 15Q: 3 clusters Score -248374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -248383.265625 Penalty: 2719.750000
	Iteration 16Q: 3 clusters Score -248383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -248387.656250 Penalty: 2719.750000
	Iteration 17Q: 3 clusters Score -248387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -248392.390625 Penalty: 2719.750000
	Iteration 18Q: 3 clusters Score -248392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -248397.187500 Penalty: 2719.750000
	Iteration 19Q: 3 clusters Score -248397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -248402.953125 Penalty: 2719.750000
	Iteration 20F: 3 clusters Score -248403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -248407.000000 Penalty: 2719.750000
	Iteration 21Q: 3 clusters Score -248407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -248408.453125 Penalty: 2719.750000
	Iteration 22Q: 3 clusters Score -248408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -248410.953125 Penalty: 2719.750000
	Iteration 23Q: 3 clusters Score -248411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -248411.203125 Penalty: 2719.750000
	Iteration 24Q: 3 clusters Score -248411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -248412.500000 Penalty: 2719.750000
	Iteration 25Q: 3 clusters Score -248412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -248414.078125 Penalty: 2719.750000
	Iteration 26Q: 3 clusters Score -248414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -248417.875000 Penalty: 2719.750000
	Iteration 27Q: 3 clusters Score -248417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -248419.828125 Penalty: 2719.750000
	Iteration 28Q: 3 clusters Score -248419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -248420.343750 Penalty: 2719.750000
	Iteration 29Q: 3 clusters Score -248420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -248420.343750 Penalty: 2719.750000
	Iteration 30F: 3 clusters Score -248420.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -291044.218750 Penalty: 1382.738647
	Iteration 0F: 2 clusters Score -291044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -287091.906250 Penalty: 2765.477295
	Iteration 0F: 3 clusters Score -287091.9 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -288153.218750 Penalty: 2765.477295
	Iteration 1F: 3 clusters Score -288153.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -288349.125000 Penalty: 2765.477295
	Iteration 2F: 3 clusters Score -288349.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -288489.343750 Penalty: 2765.477295
	Iteration 3F: 3 clusters Score -288489.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -288593.218750 Penalty: 2765.477295
	Iteration 4Q: 3 clusters Score -288593.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -288675.968750 Penalty: 2765.477295
	Iteration 5Q: 3 clusters Score -288676 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -288743.156250 Penalty: 2765.477295
	Iteration 6Q: 3 clusters Score -288743.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -288809.562500 Penalty: 2765.477295
	Iteration 7Q: 3 clusters Score -288809.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -288875.375000 Penalty: 2765.477295
	Iteration 8Q: 3 clusters Score -288875.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -288940.562500 Penalty: 2765.477295
	Iteration 9Q: 3 clusters Score -288940.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -289004.750000 Penalty: 2765.477295
	Iteration 10Q: 3 clusters Score -289004.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -289066.531250 Penalty: 2765.477295
	Iteration 11Q: 3 clusters Score -289066.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -289139.406250 Penalty: 2765.477295
	Iteration 12Q: 3 clusters Score -289139.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -289211.906250 Penalty: 2765.477295
	Iteration 13Q: 3 clusters Score -289211.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -289295.781250 Penalty: 2765.477295
	Iteration 14Q: 3 clusters Score -289295.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -289368.531250 Penalty: 2765.477295
	Iteration 15Q: 3 clusters Score -289368.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -289433.500000 Penalty: 2765.477295
	Iteration 16Q: 3 clusters Score -289433.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -289490.531250 Penalty: 2765.477295
	Iteration 17Q: 3 clusters Score -289490.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -289531.562500 Penalty: 2765.477295
	Iteration 18Q: 3 clusters Score -289531.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -289564.000000 Penalty: 2765.477295
	Iteration 19Q: 3 clusters Score -289564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -289591.000000 Penalty: 2765.477295
	Iteration 20F: 3 clusters Score -289591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -289615.375000 Penalty: 2765.477295
	Iteration 21Q: 3 clusters Score -289615.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -289633.343750 Penalty: 2765.477295
	Iteration 22Q: 3 clusters Score -289633.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -289652.406250 Penalty: 2765.477295
	Iteration 23Q: 3 clusters Score -289652.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -289670.906250 Penalty: 2765.477295
	Iteration 24Q: 3 clusters Score -289670.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -289693.812500 Penalty: 2765.477295
	Iteration 25Q: 3 clusters Score -289693.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -289716.406250 Penalty: 2765.477295
	Iteration 26Q: 3 clusters Score -289716.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -289732.562500 Penalty: 2765.477295
	Iteration 27Q: 3 clusters Score -289732.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -289741.000000 Penalty: 2765.477295
	Iteration 28Q: 3 clusters Score -289741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -289749.312500 Penalty: 2765.477295
	Iteration 29Q: 3 clusters Score -289749.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -289756.843750 Penalty: 2765.477295
	Iteration 30Q: 3 clusters Score -289756.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -289767.125000 Penalty: 2765.477295
	Iteration 31Q: 3 clusters Score -289767.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -289777.937500 Penalty: 2765.477295
	Iteration 32Q: 3 clusters Score -289777.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -289788.093750 Penalty: 2765.477295
	Iteration 33Q: 3 clusters Score -289788.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -289796.500000 Penalty: 2765.477295
	Iteration 34Q: 3 clusters Score -289796.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -289804.156250 Penalty: 2765.477295
	Iteration 35Q: 3 clusters Score -289804.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -289811.906250 Penalty: 2765.477295
	Iteration 36Q: 3 clusters Score -289811.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -289816.218750 Penalty: 2765.477295
	Iteration 37Q: 3 clusters Score -289816.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -289820.062500 Penalty: 2765.477295
	Iteration 38Q: 3 clusters Score -289820.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -289821.968750 Penalty: 2765.477295
	Iteration 39Q: 3 clusters Score -289822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -289826.000000 Penalty: 2765.477295
	Iteration 40F: 3 clusters Score -289826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -289831.718750 Penalty: 2765.477295
	Iteration 41Q: 3 clusters Score -289831.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -289833.562500 Penalty: 2765.477295
	Iteration 42Q: 3 clusters Score -289833.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -289837.437500 Penalty: 2765.477295
	Iteration 43Q: 3 clusters Score -289837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -289840.125000 Penalty: 2765.477295
	Iteration 44Q: 3 clusters Score -289840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -289843.218750 Penalty: 2765.477295
	Iteration 45Q: 3 clusters Score -289843.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -289845.625000 Penalty: 2765.477295
	Iteration 46Q: 3 clusters Score -289845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -289847.781250 Penalty: 2765.477295
	Iteration 47Q: 3 clusters Score -289847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -289850.375000 Penalty: 2765.477295
	Iteration 48Q: 3 clusters Score -289850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -289851.843750 Penalty: 2765.477295
	Iteration 49Q: 3 clusters Score -289851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -289854.093750 Penalty: 2765.477295
	Iteration 50Q: 3 clusters Score -289854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -289857.500000 Penalty: 2765.477295
	Iteration 51Q: 3 clusters Score -289857.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -289860.781250 Penalty: 2765.477295
	Iteration 52Q: 3 clusters Score -289860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -289862.781250 Penalty: 2765.477295
	Iteration 53Q: 3 clusters Score -289862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -289864.093750 Penalty: 2765.477295
	Iteration 54Q: 3 clusters Score -289864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -289866.593750 Penalty: 2765.477295
	Iteration 55Q: 3 clusters Score -289866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -289870.125000 Penalty: 2765.477295
	Iteration 56Q: 3 clusters Score -289870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -289870.968750 Penalty: 2765.477295
	Iteration 57Q: 3 clusters Score -289871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -289873.250000 Penalty: 2765.477295
	Iteration 58Q: 3 clusters Score -289873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -289877.312500 Penalty: 2765.477295
	Iteration 59Q: 3 clusters Score -289877.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -289879.593750 Penalty: 2765.477295
	Iteration 60F: 3 clusters Score -289879.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -289883.156250 Penalty: 2765.477295
	Iteration 61Q: 3 clusters Score -289883.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -289885.968750 Penalty: 2765.477295
	Iteration 62Q: 3 clusters Score -289886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -289886.875000 Penalty: 2765.477295
	Iteration 63Q: 3 clusters Score -289886.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -289888.250000 Penalty: 2765.477295
	Iteration 64Q: 3 clusters Score -289888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -289889.250000 Penalty: 2765.477295
	Iteration 65Q: 3 clusters Score -289889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -289890.156250 Penalty: 2765.477295
	Iteration 66Q: 3 clusters Score -289890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -289891.093750 Penalty: 2765.477295
	Iteration 67Q: 3 clusters Score -289891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -289892.406250 Penalty: 2765.477295
	Iteration 68Q: 3 clusters Score -289892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -289893.906250 Penalty: 2765.477295
	Iteration 69Q: 3 clusters Score -289893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -289896.875000 Penalty: 2765.477295
	Iteration 70Q: 3 clusters Score -289896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -289897.718750 Penalty: 2765.477295
	Iteration 71Q: 3 clusters Score -289897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -289899.531250 Penalty: 2765.477295
	Iteration 72Q: 3 clusters Score -289899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -289901.406250 Penalty: 2765.477295
	Iteration 73Q: 3 clusters Score -289901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -289901.281250 Penalty: 2765.477295
	Iteration 74Q: 3 clusters Score -289901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -289901.750000 Penalty: 2765.477295
	Iteration 75Q: 3 clusters Score -289901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -289901.375000 Penalty: 2765.477295
	Iteration 76Q: 3 clusters Score -289901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289901.625000 Penalty: 2765.477295
	Iteration 77Q: 3 clusters Score -289901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -289902.156250 Penalty: 2765.477295
	Iteration 78Q: 3 clusters Score -289902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -289903.312500 Penalty: 2765.477295
	Iteration 79Q: 3 clusters Score -289903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -289903.625000 Penalty: 2765.477295
	Iteration 80F: 3 clusters Score -289903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -289903.125000 Penalty: 2765.477295
	Iteration 81Q: 3 clusters Score -289903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -289903.750000 Penalty: 2765.477295
	Iteration 82Q: 3 clusters Score -289903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -289904.625000 Penalty: 2765.477295
	Iteration 83Q: 3 clusters Score -289904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -289904.625000 Penalty: 2765.477295
	Iteration 84Q: 3 clusters Score -289904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -289905.468750 Penalty: 2765.477295
	Iteration 85Q: 3 clusters Score -289905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -289905.750000 Penalty: 2765.477295
	Iteration 86Q: 3 clusters Score -289905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -289906.156250 Penalty: 2765.477295
	Iteration 87Q: 3 clusters Score -289906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -289906.875000 Penalty: 2765.477295
	Iteration 88Q: 3 clusters Score -289906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -289907.375000 Penalty: 2765.477295
	Iteration 89Q: 3 clusters Score -289907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -289907.968750 Penalty: 2765.477295
	Iteration 90Q: 3 clusters Score -289908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -289907.968750 Penalty: 2765.477295
	Iteration 91F: 3 clusters Score -289908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Entering Unmasked Estep 
Score: -1333920.625000 Penalty: 1624.516357
	Iteration 0F: 2 clusters Score -1333921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1319023.750000 Penalty: 3249.032715
	Iteration 0F: 3 clusters Score -1319024 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1324592.000000 Penalty: 3249.032715
	Iteration 1F: 3 clusters Score -1324592 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1325042.125000 Penalty: 3249.032715
	Iteration 2Q: 3 clusters Score -1325042 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1325565.625000 Penalty: 3249.032715
	Iteration 3F: 3 clusters Score -1325566 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1326253.250000 Penalty: 3249.032715
	Iteration 4F: 3 clusters Score -1326253 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1327130.250000 Penalty: 3249.032715
	Iteration 5F: 3 clusters Score -1327130 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1328194.750000 Penalty: 3249.032715
	Iteration 6F: 3 clusters Score -1328195 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1329361.375000 Penalty: 3249.032715
	Iteration 7F: 3 clusters Score -1329361 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1330422.750000 Penalty: 3249.032715
	Iteration 8F: 3 clusters Score -1330423 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1331148.250000 Penalty: 3249.032715
	Iteration 9Q: 3 clusters Score -1331148 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1331632.000000 Penalty: 3249.032715
	Iteration 10Q: 3 clusters Score -1331632 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1331938.875000 Penalty: 3249.032715
	Iteration 11Q: 3 clusters Score -1331939 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1332138.625000 Penalty: 3249.032715
	Iteration 12Q: 3 clusters Score -1332139 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1332263.875000 Penalty: 3249.032715
	Iteration 13Q: 3 clusters Score -1332264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1332343.000000 Penalty: 3249.032715
	Iteration 14Q: 3 clusters Score -1332343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1332398.875000 Penalty: 3249.032715
	Iteration 15Q: 3 clusters Score -1332399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1332456.750000 Penalty: 3249.032715
	Iteration 16Q: 3 clusters Score -1332457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1332492.875000 Penalty: 3249.032715
	Iteration 17Q: 3 clusters Score -1332493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1332515.625000 Penalty: 3249.032715
	Iteration 18Q: 3 clusters Score -1332516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1332536.750000 Penalty: 3249.032715
	Iteration 19Q: 3 clusters Score -1332537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1332554.750000 Penalty: 3249.032715
	Iteration 20F: 3 clusters Score -1332555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1332573.500000 Penalty: 3249.032715
	Iteration 21Q: 3 clusters Score -1332574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1332584.875000 Penalty: 3249.032715
	Iteration 22Q: 3 clusters Score -1332585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1332594.250000 Penalty: 3249.032715
	Iteration 23Q: 3 clusters Score -1332594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1332605.250000 Penalty: 3249.032715
	Iteration 24Q: 3 clusters Score -1332605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1332610.875000 Penalty: 3249.032715
	Iteration 25Q: 3 clusters Score -1332611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1332616.250000 Penalty: 3249.032715
	Iteration 26Q: 3 clusters Score -1332616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1332623.250000 Penalty: 3249.032715
	Iteration 27Q: 3 clusters Score -1332623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1332625.625000 Penalty: 3249.032715
	Iteration 28Q: 3 clusters Score -1332626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1332631.625000 Penalty: 3249.032715
	Iteration 29Q: 3 clusters Score -1332632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1332630.250000 Penalty: 3249.032715
	Iteration 30Q: 3 clusters Score -1332630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1332631.500000 Penalty: 3249.032715
	Iteration 31Q: 3 clusters Score -1332632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1332631.875000 Penalty: 3249.032715
	Iteration 32Q: 3 clusters Score -1332632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1332633.375000 Penalty: 3249.032715
	Iteration 33Q: 3 clusters Score -1332633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1332633.375000 Penalty: 3249.032715
	Iteration 34F: 3 clusters Score -1332633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -85863.476562 Penalty: 1194.145508
	Iteration 0F: 2 clusters Score -85863.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -84068.679688 Penalty: 2388.291016
	Iteration 0F: 3 clusters Score -84068.68 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -84434.265625 Penalty: 2388.291016
	Iteration 1F: 3 clusters Score -84434.27 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -84537.343750 Penalty: 2388.291016
	Iteration 2F: 3 clusters Score -84537.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -84602.617188 Penalty: 2388.291016
	Iteration 3Q: 3 clusters Score -84602.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -84661.039062 Penalty: 2388.291016
	Iteration 4Q: 3 clusters Score -84661.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -84720.328125 Penalty: 2388.291016
	Iteration 5Q: 3 clusters Score -84720.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -84775.343750 Penalty: 2388.291016
	Iteration 6Q: 3 clusters Score -84775.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84845.515625 Penalty: 2388.291016
	Iteration 7Q: 3 clusters Score -84845.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84907.968750 Penalty: 2388.291016
	Iteration 8Q: 3 clusters Score -84907.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -84962.031250 Penalty: 2388.291016
	Iteration 9Q: 3 clusters Score -84962.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -85015.609375 Penalty: 2388.291016
	Iteration 10Q: 3 clusters Score -85015.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -85040.601562 Penalty: 2388.291016
	Iteration 11Q: 3 clusters Score -85040.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -85059.812500 Penalty: 2388.291016
	Iteration 12Q: 3 clusters Score -85059.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85073.679688 Penalty: 2388.291016
	Iteration 13Q: 3 clusters Score -85073.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -85089.171875 Penalty: 2388.291016
	Iteration 14Q: 3 clusters Score -85089.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -85097.671875 Penalty: 2388.291016
	Iteration 15Q: 3 clusters Score -85097.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -85100.710938 Penalty: 2388.291016
	Iteration 16Q: 3 clusters Score -85100.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -85104.054688 Penalty: 2388.291016
	Iteration 17Q: 3 clusters Score -85104.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -85107.304688 Penalty: 2388.291016
	Iteration 18Q: 3 clusters Score -85107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -85113.945312 Penalty: 2388.291016
	Iteration 19Q: 3 clusters Score -85113.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -85125.109375 Penalty: 2388.291016
	Iteration 20F: 3 clusters Score -85125.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -85140.070312 Penalty: 2388.291016
	Iteration 21Q: 3 clusters Score -85140.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -85151.148438 Penalty: 2388.291016
	Iteration 22Q: 3 clusters Score -85151.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -85166.375000 Penalty: 2388.291016
	Iteration 23Q: 3 clusters Score -85166.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -85179.695312 Penalty: 2388.291016
	Iteration 24Q: 3 clusters Score -85179.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85189.656250 Penalty: 2388.291016
	Iteration 25Q: 3 clusters Score -85189.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -85199.210938 Penalty: 2388.291016
	Iteration 26Q: 3 clusters Score -85199.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85207.515625 Penalty: 2388.291016
	Iteration 27Q: 3 clusters Score -85207.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -85218.851562 Penalty: 2388.291016
	Iteration 28Q: 3 clusters Score -85218.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -85228.296875 Penalty: 2388.291016
	Iteration 29Q: 3 clusters Score -85228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85237.289062 Penalty: 2388.291016
	Iteration 30Q: 3 clusters Score -85237.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -85243.929688 Penalty: 2388.291016
	Iteration 31Q: 3 clusters Score -85243.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -85251.851562 Penalty: 2388.291016
	Iteration 32Q: 3 clusters Score -85251.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -85263.632812 Penalty: 2388.291016
	Iteration 33Q: 3 clusters Score -85263.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -85270.117188 Penalty: 2388.291016
	Iteration 34Q: 3 clusters Score -85270.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -85274.304688 Penalty: 2388.291016
	Iteration 35Q: 3 clusters Score -85274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -85278.039062 Penalty: 2388.291016
	Iteration 36Q: 3 clusters Score -85278.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85280.023438 Penalty: 2388.291016
	Iteration 37Q: 3 clusters Score -85280.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85283.414062 Penalty: 2388.291016
	Iteration 38Q: 3 clusters Score -85283.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85288.109375 Penalty: 2388.291016
	Iteration 39Q: 3 clusters Score -85288.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -85294.750000 Penalty: 2388.291016
	Iteration 40F: 3 clusters Score -85294.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -85297.695312 Penalty: 2388.291016
	Iteration 41Q: 3 clusters Score -85297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85301.335938 Penalty: 2388.291016
	Iteration 42Q: 3 clusters Score -85301.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -85304.867188 Penalty: 2388.291016
	Iteration 43Q: 3 clusters Score -85304.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -85316.007812 Penalty: 2388.291016
	Iteration 44Q: 3 clusters Score -85316.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -85327.242188 Penalty: 2388.291016
	Iteration 45Q: 3 clusters Score -85327.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -85334.414062 Penalty: 2388.291016
	Iteration 46Q: 3 clusters Score -85334.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85342.687500 Penalty: 2388.291016
	Iteration 47Q: 3 clusters Score -85342.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85348.578125 Penalty: 2388.291016
	Iteration 48Q: 3 clusters Score -85348.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85354.429688 Penalty: 2388.291016
	Iteration 49Q: 3 clusters Score -85354.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85358.648438 Penalty: 2388.291016
	Iteration 50Q: 3 clusters Score -85358.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -85361.187500 Penalty: 2388.291016
	Iteration 51Q: 3 clusters Score -85361.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85366.140625 Penalty: 2388.291016
	Iteration 52Q: 3 clusters Score -85366.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -85368.859375 Penalty: 2388.291016
	Iteration 53Q: 3 clusters Score -85368.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85370.234375 Penalty: 2388.291016
	Iteration 54Q: 3 clusters Score -85370.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -85371.062500 Penalty: 2388.291016
	Iteration 55Q: 3 clusters Score -85371.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85372.234375 Penalty: 2388.291016
	Iteration 56Q: 3 clusters Score -85372.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -85376.445312 Penalty: 2388.291016
	Iteration 57Q: 3 clusters Score -85376.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -85378.257812 Penalty: 2388.291016
	Iteration 58Q: 3 clusters Score -85378.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -85380.445312 Penalty: 2388.291016
	Iteration 59Q: 3 clusters Score -85380.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -85382.359375 Penalty: 2388.291016
	Iteration 60F: 3 clusters Score -85382.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -148559.437500 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -148559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -146126.687500 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -146126.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -146806.500000 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -146806.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -147071.906250 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -147071.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -147316.531250 Penalty: 2563.464844
	Iteration 3F: 3 clusters Score -147316.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -147556.046875 Penalty: 2563.464844
	Iteration 4F: 3 clusters Score -147556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -147758.968750 Penalty: 2563.464844
	Iteration 5F: 3 clusters Score -147759 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -147893.562500 Penalty: 2563.464844
	Iteration 6F: 3 clusters Score -147893.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -147975.562500 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -147975.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -148056.656250 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -148056.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -148116.109375 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -148116.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -148157.078125 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -148157.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -148183.125000 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -148183.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -148206.015625 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -148206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -148225.437500 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -148225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -148234.187500 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -148234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -148238.593750 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -148238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -148240.718750 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -148240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -148241.078125 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -148241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -148241.078125 Penalty: 2563.464844
	Iteration 18F: 3 clusters Score -148241.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Entering Unmasked Estep 
Score: -1120364.500000 Penalty: 1597.663696
	Iteration 0F: 2 clusters Score -1120364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1107539.375000 Penalty: 3195.327393
	Iteration 0F: 3 clusters Score -1107539 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1112070.250000 Penalty: 3195.327393
	Iteration 1F: 3 clusters Score -1112070 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1112373.750000 Penalty: 3195.327393
	Iteration 2Q: 3 clusters Score -1112374 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1112608.000000 Penalty: 3195.327393
	Iteration 3Q: 3 clusters Score -1112608 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1112820.125000 Penalty: 3195.327393
	Iteration 4Q: 3 clusters Score -1112820 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1113044.125000 Penalty: 3195.327393
	Iteration 5Q: 3 clusters Score -1113044 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1113290.500000 Penalty: 3195.327393
	Iteration 6Q: 3 clusters Score -1113290 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1113583.250000 Penalty: 3195.327393
	Iteration 7Q: 3 clusters Score -1113583 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1113953.375000 Penalty: 3195.327393
	Iteration 8Q: 3 clusters Score -1113953 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1114430.000000 Penalty: 3195.327393
	Iteration 9Q: 3 clusters Score -1114430 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1115025.750000 Penalty: 3195.327393
	Iteration 10Q: 3 clusters Score -1115026 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1115734.000000 Penalty: 3195.327393
	Iteration 11Q: 3 clusters Score -1115734 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1116427.250000 Penalty: 3195.327393
	Iteration 12Q: 3 clusters Score -1116427 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1117056.000000 Penalty: 3195.327393
	Iteration 13Q: 3 clusters Score -1117056 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1117553.250000 Penalty: 3195.327393
	Iteration 14Q: 3 clusters Score -1117553 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1117898.625000 Penalty: 3195.327393
	Iteration 15Q: 3 clusters Score -1117899 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1118172.000000 Penalty: 3195.327393
	Iteration 16Q: 3 clusters Score -1118172 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1118376.750000 Penalty: 3195.327393
	Iteration 17Q: 3 clusters Score -1118377 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1118538.750000 Penalty: 3195.327393
	Iteration 18Q: 3 clusters Score -1118539 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1118658.750000 Penalty: 3195.327393
	Iteration 19Q: 3 clusters Score -1118659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1118751.375000 Penalty: 3195.327393
	Iteration 20F: 3 clusters Score -1118751 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1118823.000000 Penalty: 3195.327393
	Iteration 21Q: 3 clusters Score -1118823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1118867.875000 Penalty: 3195.327393
	Iteration 22Q: 3 clusters Score -1118868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1118893.750000 Penalty: 3195.327393
	Iteration 23Q: 3 clusters Score -1118894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1118914.125000 Penalty: 3195.327393
	Iteration 24Q: 3 clusters Score -1118914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1118931.750000 Penalty: 3195.327393
	Iteration 25Q: 3 clusters Score -1118932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1118945.875000 Penalty: 3195.327393
	Iteration 26Q: 3 clusters Score -1118946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1118956.250000 Penalty: 3195.327393
	Iteration 27Q: 3 clusters Score -1118956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1118966.000000 Penalty: 3195.327393
	Iteration 28Q: 3 clusters Score -1118966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1118974.250000 Penalty: 3195.327393
	Iteration 29Q: 3 clusters Score -1118974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1118981.750000 Penalty: 3195.327393
	Iteration 30Q: 3 clusters Score -1118982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1118986.250000 Penalty: 3195.327393
	Iteration 31Q: 3 clusters Score -1118986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1118991.125000 Penalty: 3195.327393
	Iteration 32Q: 3 clusters Score -1118991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1118997.000000 Penalty: 3195.327393
	Iteration 33Q: 3 clusters Score -1118997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1119000.375000 Penalty: 3195.327393
	Iteration 34Q: 3 clusters Score -1119000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1119003.750000 Penalty: 3195.327393
	Iteration 35Q: 3 clusters Score -1119004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1119006.625000 Penalty: 3195.327393
	Iteration 36Q: 3 clusters Score -1119007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1119008.000000 Penalty: 3195.327393
	Iteration 37Q: 3 clusters Score -1119008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1119007.375000 Penalty: 3195.327393
	Iteration 38Q: 3 clusters Score -1119007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1119008.375000 Penalty: 3195.327393
	Iteration 39Q: 3 clusters Score -1119008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1119008.375000 Penalty: 3195.327393
	Iteration 40F: 3 clusters Score -1119008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -109427.398438 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -109427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -107415.273438 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -107415.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107830.617188 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -107830.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107932.437500 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -107932.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -108000.117188 Penalty: 2454.135742
	Iteration 3F: 3 clusters Score -108000.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -108060.945312 Penalty: 2454.135742
	Iteration 4Q: 3 clusters Score -108060.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -108113.296875 Penalty: 2454.135742
	Iteration 5Q: 3 clusters Score -108113.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -108168.507812 Penalty: 2454.135742
	Iteration 6Q: 3 clusters Score -108168.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -108229.960938 Penalty: 2454.135742
	Iteration 7Q: 3 clusters Score -108230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -108280.734375 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -108280.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -108324.726562 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -108324.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -108348.273438 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -108348.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -108370.968750 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -108371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -108394.343750 Penalty: 2454.135742
	Iteration 12Q: 3 clusters Score -108394.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -108414.507812 Penalty: 2454.135742
	Iteration 13Q: 3 clusters Score -108414.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -108427.859375 Penalty: 2454.135742
	Iteration 14Q: 3 clusters Score -108427.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -108442.070312 Penalty: 2454.135742
	Iteration 15Q: 3 clusters Score -108442.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -108457.406250 Penalty: 2454.135742
	Iteration 16Q: 3 clusters Score -108457.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -108468.406250 Penalty: 2454.135742
	Iteration 17Q: 3 clusters Score -108468.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -108475.585938 Penalty: 2454.135742
	Iteration 18Q: 3 clusters Score -108475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -108484.351562 Penalty: 2454.135742
	Iteration 19Q: 3 clusters Score -108484.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -108494.828125 Penalty: 2454.135742
	Iteration 20F: 3 clusters Score -108494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -108503.460938 Penalty: 2454.135742
	Iteration 21Q: 3 clusters Score -108503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -108509.773438 Penalty: 2454.135742
	Iteration 22Q: 3 clusters Score -108509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -108513.851562 Penalty: 2454.135742
	Iteration 23Q: 3 clusters Score -108513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -108516.117188 Penalty: 2454.135742
	Iteration 24Q: 3 clusters Score -108516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -108519.640625 Penalty: 2454.135742
	Iteration 25Q: 3 clusters Score -108519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -108522.890625 Penalty: 2454.135742
	Iteration 26Q: 3 clusters Score -108522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -108524.781250 Penalty: 2454.135742
	Iteration 27Q: 3 clusters Score -108524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -108525.414062 Penalty: 2454.135742
	Iteration 28Q: 3 clusters Score -108525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -108525.414062 Penalty: 2454.135742
	Iteration 29F: 3 clusters Score -108525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -298443.875000 Penalty: 1386.527222
	Iteration 0F: 2 clusters Score -298443.9 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 2550 members 
Entering Unmasked Estep 
Score: -294513.156250 Penalty: 2773.054443
	Iteration 0F: 3 clusters Score -294513.2 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -295609.750000 Penalty: 2773.054443
	Iteration 1F: 3 clusters Score -295609.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -295855.218750 Penalty: 2773.054443
	Iteration 2F: 3 clusters Score -295855.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -296096.718750 Penalty: 2773.054443
	Iteration 3F: 3 clusters Score -296096.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -296355.468750 Penalty: 2773.054443
	Iteration 4F: 3 clusters Score -296355.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -296593.343750 Penalty: 2773.054443
	Iteration 5F: 3 clusters Score -296593.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -296815.187500 Penalty: 2773.054443
	Iteration 6F: 3 clusters Score -296815.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -296986.625000 Penalty: 2773.054443
	Iteration 7Q: 3 clusters Score -296986.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -297098.125000 Penalty: 2773.054443
	Iteration 8Q: 3 clusters Score -297098.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -297176.000000 Penalty: 2773.054443
	Iteration 9Q: 3 clusters Score -297176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -297228.937500 Penalty: 2773.054443
	Iteration 10Q: 3 clusters Score -297228.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -297268.406250 Penalty: 2773.054443
	Iteration 11Q: 3 clusters Score -297268.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -297288.531250 Penalty: 2773.054443
	Iteration 12Q: 3 clusters Score -297288.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -297304.781250 Penalty: 2773.054443
	Iteration 13Q: 3 clusters Score -297304.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -297314.187500 Penalty: 2773.054443
	Iteration 14Q: 3 clusters Score -297314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -297319.656250 Penalty: 2773.054443
	Iteration 15Q: 3 clusters Score -297319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -297324.437500 Penalty: 2773.054443
	Iteration 16Q: 3 clusters Score -297324.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -297327.812500 Penalty: 2773.054443
	Iteration 17Q: 3 clusters Score -297327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -297332.687500 Penalty: 2773.054443
	Iteration 18Q: 3 clusters Score -297332.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -297335.687500 Penalty: 2773.054443
	Iteration 19Q: 3 clusters Score -297335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -297338.093750 Penalty: 2773.054443
	Iteration 20F: 3 clusters Score -297338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -297340.281250 Penalty: 2773.054443
	Iteration 21Q: 3 clusters Score -297340.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -297343.687500 Penalty: 2773.054443
	Iteration 22Q: 3 clusters Score -297343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -297345.312500 Penalty: 2773.054443
	Iteration 23Q: 3 clusters Score -297345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -297347.125000 Penalty: 2773.054443
	Iteration 24Q: 3 clusters Score -297347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297349.062500 Penalty: 2773.054443
	Iteration 25Q: 3 clusters Score -297349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -297351.093750 Penalty: 2773.054443
	Iteration 26Q: 3 clusters Score -297351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -297351.375000 Penalty: 2773.054443
	Iteration 27Q: 3 clusters Score -297351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -297352.437500 Penalty: 2773.054443
	Iteration 28Q: 3 clusters Score -297352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -297352.562500 Penalty: 2773.054443
	Iteration 29Q: 3 clusters Score -297352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -297352.687500 Penalty: 2773.054443
	Iteration 30Q: 3 clusters Score -297352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -297353.656250 Penalty: 2773.054443
	Iteration 31Q: 3 clusters Score -297353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -297354.218750 Penalty: 2773.054443
	Iteration 32Q: 3 clusters Score -297354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -297354.312500 Penalty: 2773.054443
	Iteration 33Q: 3 clusters Score -297354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -297354.968750 Penalty: 2773.054443
	Iteration 34Q: 3 clusters Score -297355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -297355.875000 Penalty: 2773.054443
	Iteration 35Q: 3 clusters Score -297355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -297356.375000 Penalty: 2773.054443
	Iteration 36Q: 3 clusters Score -297356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -297356.156250 Penalty: 2773.054443
	Iteration 37Q: 3 clusters Score -297356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -297356.156250 Penalty: 2773.054443
	Iteration 38F: 3 clusters Score -297356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Entering Unmasked Estep 
Score: -1010181.937500 Penalty: 1606.737061
	Iteration 0F: 2 clusters Score -1010182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -996860.437500 Penalty: 3213.474121
	Iteration 0F: 3 clusters Score -996860.4 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1001797.187500 Penalty: 3213.474121
	Iteration 1F: 3 clusters Score -1001797 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1002230.375000 Penalty: 3213.474121
	Iteration 2F: 3 clusters Score -1002230 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1002709.062500 Penalty: 3213.474121
	Iteration 3F: 3 clusters Score -1002709 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1003198.812500 Penalty: 3213.474121
	Iteration 4F: 3 clusters Score -1003199 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1003693.000000 Penalty: 3213.474121
	Iteration 5F: 3 clusters Score -1003693 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1004223.750000 Penalty: 3213.474121
	Iteration 6F: 3 clusters Score -1004224 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1004780.187500 Penalty: 3213.474121
	Iteration 7F: 3 clusters Score -1004780 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1005304.625000 Penalty: 3213.474121
	Iteration 8Q: 3 clusters Score -1005305 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1005676.687500 Penalty: 3213.474121
	Iteration 9Q: 3 clusters Score -1005677 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1005985.062500 Penalty: 3213.474121
	Iteration 10Q: 3 clusters Score -1005985 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1006224.000000 Penalty: 3213.474121
	Iteration 11Q: 3 clusters Score -1006224 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1006416.937500 Penalty: 3213.474121
	Iteration 12Q: 3 clusters Score -1006417 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1006569.000000 Penalty: 3213.474121
	Iteration 13Q: 3 clusters Score -1006569 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1006690.125000 Penalty: 3213.474121
	Iteration 14Q: 3 clusters Score -1006690 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1006794.000000 Penalty: 3213.474121
	Iteration 15Q: 3 clusters Score -1006794 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1006874.625000 Penalty: 3213.474121
	Iteration 16Q: 3 clusters Score -1006875 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1006946.687500 Penalty: 3213.474121
	Iteration 17Q: 3 clusters Score -1006947 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1007020.125000 Penalty: 3213.474121
	Iteration 18Q: 3 clusters Score -1007020 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1007086.187500 Penalty: 3213.474121
	Iteration 19Q: 3 clusters Score -1007086 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1007164.312500 Penalty: 3213.474121
	Iteration 20F: 3 clusters Score -1007164 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1007227.062500 Penalty: 3213.474121
	Iteration 21Q: 3 clusters Score -1007227 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1007296.250000 Penalty: 3213.474121
	Iteration 22Q: 3 clusters Score -1007296 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1007356.125000 Penalty: 3213.474121
	Iteration 23Q: 3 clusters Score -1007356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1007423.187500 Penalty: 3213.474121
	Iteration 24Q: 3 clusters Score -1007423 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1007492.812500 Penalty: 3213.474121
	Iteration 25Q: 3 clusters Score -1007493 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1007552.000000 Penalty: 3213.474121
	Iteration 26Q: 3 clusters Score -1007552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1007615.562500 Penalty: 3213.474121
	Iteration 27Q: 3 clusters Score -1007616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1007686.000000 Penalty: 3213.474121
	Iteration 28Q: 3 clusters Score -1007686 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1007756.625000 Penalty: 3213.474121
	Iteration 29Q: 3 clusters Score -1007757 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1007834.312500 Penalty: 3213.474121
	Iteration 30Q: 3 clusters Score -1007834 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1007925.125000 Penalty: 3213.474121
	Iteration 31Q: 3 clusters Score -1007925 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1008002.000000 Penalty: 3213.474121
	Iteration 32Q: 3 clusters Score -1008002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1008058.562500 Penalty: 3213.474121
	Iteration 33Q: 3 clusters Score -1008059 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1008129.000000 Penalty: 3213.474121
	Iteration 34Q: 3 clusters Score -1008129 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1008198.062500 Penalty: 3213.474121
	Iteration 35Q: 3 clusters Score -1008198 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1008276.187500 Penalty: 3213.474121
	Iteration 36Q: 3 clusters Score -1008276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1008351.750000 Penalty: 3213.474121
	Iteration 37Q: 3 clusters Score -1008352 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1008421.875000 Penalty: 3213.474121
	Iteration 38Q: 3 clusters Score -1008422 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1008480.937500 Penalty: 3213.474121
	Iteration 39Q: 3 clusters Score -1008481 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1008536.187500 Penalty: 3213.474121
	Iteration 40F: 3 clusters Score -1008536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1008589.812500 Penalty: 3213.474121
	Iteration 41Q: 3 clusters Score -1008590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1008638.750000 Penalty: 3213.474121
	Iteration 42Q: 3 clusters Score -1008639 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1008681.250000 Penalty: 3213.474121
	Iteration 43Q: 3 clusters Score -1008681 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1008726.250000 Penalty: 3213.474121
	Iteration 44Q: 3 clusters Score -1008726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1008767.750000 Penalty: 3213.474121
	Iteration 45Q: 3 clusters Score -1008768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1008811.625000 Penalty: 3213.474121
	Iteration 46Q: 3 clusters Score -1008812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1008851.125000 Penalty: 3213.474121
	Iteration 47Q: 3 clusters Score -1008851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1008888.812500 Penalty: 3213.474121
	Iteration 48Q: 3 clusters Score -1008889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1008926.750000 Penalty: 3213.474121
	Iteration 49Q: 3 clusters Score -1008927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1008957.187500 Penalty: 3213.474121
	Iteration 50Q: 3 clusters Score -1008957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1008977.562500 Penalty: 3213.474121
	Iteration 51Q: 3 clusters Score -1008978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1008989.937500 Penalty: 3213.474121
	Iteration 52Q: 3 clusters Score -1008990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1008999.187500 Penalty: 3213.474121
	Iteration 53Q: 3 clusters Score -1008999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1009014.437500 Penalty: 3213.474121
	Iteration 54Q: 3 clusters Score -1009014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1009019.000000 Penalty: 3213.474121
	Iteration 55Q: 3 clusters Score -1009019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1009021.125000 Penalty: 3213.474121
	Iteration 56Q: 3 clusters Score -1009021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1009024.875000 Penalty: 3213.474121
	Iteration 57Q: 3 clusters Score -1009025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1009028.250000 Penalty: 3213.474121
	Iteration 58Q: 3 clusters Score -1009028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1009030.937500 Penalty: 3213.474121
	Iteration 59Q: 3 clusters Score -1009031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1009032.687500 Penalty: 3213.474121
	Iteration 60F: 3 clusters Score -1009033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1009032.437500 Penalty: 3213.474121
	Iteration 61Q: 3 clusters Score -1009032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1009033.125000 Penalty: 3213.474121
	Iteration 62Q: 3 clusters Score -1009033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1009034.500000 Penalty: 3213.474121
	Iteration 63Q: 3 clusters Score -1009034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1009035.062500 Penalty: 3213.474121
	Iteration 64Q: 3 clusters Score -1009035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1009034.375000 Penalty: 3213.474121
	Iteration 65Q: 3 clusters Score -1009034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1009034.187500 Penalty: 3213.474121
	Iteration 66Q: 3 clusters Score -1009034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1009036.562500 Penalty: 3213.474121
	Iteration 67Q: 3 clusters Score -1009037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1009034.250000 Penalty: 3213.474121
	Iteration 68Q: 3 clusters Score -1009034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1009035.812500 Penalty: 3213.474121
	Iteration 69Q: 3 clusters Score -1009036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1009035.812500 Penalty: 3213.474121
	Iteration 70F: 3 clusters Score -1009036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -177611.171875 Penalty: 1307.199707
	Iteration 0F: 2 clusters Score -177611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -174822.265625 Penalty: 2614.399414
	Iteration 0F: 3 clusters Score -174822.3 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -175539.375000 Penalty: 2614.399414
	Iteration 1F: 3 clusters Score -175539.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -175739.250000 Penalty: 2614.399414
	Iteration 2F: 3 clusters Score -175739.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -175925.796875 Penalty: 2614.399414
	Iteration 3F: 3 clusters Score -175925.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -176153.265625 Penalty: 2614.399414
	Iteration 4F: 3 clusters Score -176153.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -176435.250000 Penalty: 2614.399414
	Iteration 5F: 3 clusters Score -176435.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -176683.875000 Penalty: 2614.399414
	Iteration 6F: 3 clusters Score -176683.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -176885.156250 Penalty: 2614.399414
	Iteration 7F: 3 clusters Score -176885.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -177021.062500 Penalty: 2614.399414
	Iteration 8Q: 3 clusters Score -177021.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -177103.359375 Penalty: 2614.399414
	Iteration 9Q: 3 clusters Score -177103.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -177156.234375 Penalty: 2614.399414
	Iteration 10Q: 3 clusters Score -177156.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -177192.031250 Penalty: 2614.399414
	Iteration 11Q: 3 clusters Score -177192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -177228.890625 Penalty: 2614.399414
	Iteration 12Q: 3 clusters Score -177228.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -177263.140625 Penalty: 2614.399414
	Iteration 13Q: 3 clusters Score -177263.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -177291.796875 Penalty: 2614.399414
	Iteration 14Q: 3 clusters Score -177291.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -177318.968750 Penalty: 2614.399414
	Iteration 15Q: 3 clusters Score -177319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -177349.437500 Penalty: 2614.399414
	Iteration 16Q: 3 clusters Score -177349.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -177375.781250 Penalty: 2614.399414
	Iteration 17Q: 3 clusters Score -177375.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -177406.921875 Penalty: 2614.399414
	Iteration 18Q: 3 clusters Score -177406.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -177443.328125 Penalty: 2614.399414
	Iteration 19Q: 3 clusters Score -177443.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -177462.562500 Penalty: 2614.399414
	Iteration 20F: 3 clusters Score -177462.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -177472.968750 Penalty: 2614.399414
	Iteration 21Q: 3 clusters Score -177473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -177480.109375 Penalty: 2614.399414
	Iteration 22Q: 3 clusters Score -177480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -177490.359375 Penalty: 2614.399414
	Iteration 23Q: 3 clusters Score -177490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -177495.265625 Penalty: 2614.399414
	Iteration 24Q: 3 clusters Score -177495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -177497.937500 Penalty: 2614.399414
	Iteration 25Q: 3 clusters Score -177497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -177500.359375 Penalty: 2614.399414
	Iteration 26Q: 3 clusters Score -177500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -177501.015625 Penalty: 2614.399414
	Iteration 27Q: 3 clusters Score -177501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -177501.734375 Penalty: 2614.399414
	Iteration 28Q: 3 clusters Score -177501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -177502.781250 Penalty: 2614.399414
	Iteration 29Q: 3 clusters Score -177502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -177503.265625 Penalty: 2614.399414
	Iteration 30Q: 3 clusters Score -177503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -177503.859375 Penalty: 2614.399414
	Iteration 31Q: 3 clusters Score -177503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -177503.546875 Penalty: 2614.399414
	Iteration 32Q: 3 clusters Score -177503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -177503.937500 Penalty: 2614.399414
	Iteration 33Q: 3 clusters Score -177503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -177504.468750 Penalty: 2614.399414
	Iteration 34Q: 3 clusters Score -177504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -177505.312500 Penalty: 2614.399414
	Iteration 35Q: 3 clusters Score -177505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -177505.703125 Penalty: 2614.399414
	Iteration 36Q: 3 clusters Score -177505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -177505.703125 Penalty: 2614.399414
	Iteration 37F: 3 clusters Score -177505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -79062.117188 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -79062.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -77356.937500 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -77356.94 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77722.320312 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -77722.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -77835.718750 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -77835.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77918.171875 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -77918.17 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77981.796875 Penalty: 2364.656006
	Iteration 4Q: 3 clusters Score -77981.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78045.703125 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -78045.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78128.289062 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -78128.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78197.632812 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -78197.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78241.554688 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -78241.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78271.843750 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -78271.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78297.359375 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -78297.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78313.812500 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -78313.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78325.203125 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -78325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78333.523438 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -78333.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78337.593750 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -78337.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78338.359375 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -78338.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78338.359375 Penalty: 2364.656006
	Iteration 16F: 3 clusters Score -78338.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (47332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Entering Unmasked Estep 
Score: -2879040.500000 Penalty: 1749.303101
	Iteration 0F: 2 clusters Score -2879040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2847257.750000 Penalty: 3498.606201
	Iteration 0F: 3 clusters Score -2847258 nChanged 22321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2859883.750000 Penalty: 3498.606201
	Iteration 1F: 3 clusters Score -2859884 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2860408.000000 Penalty: 3498.606201
	Iteration 2Q: 3 clusters Score -2860408 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2861095.750000 Penalty: 3498.606201
	Iteration 3Q: 3 clusters Score -2861096 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2862013.750000 Penalty: 3498.606201
	Iteration 4Q: 3 clusters Score -2862014 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -2863213.250000 Penalty: 3498.606201
	Iteration 5F: 3 clusters Score -2863213 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2864620.500000 Penalty: 3498.606201
	Iteration 6F: 3 clusters Score -2864620 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -2866137.750000 Penalty: 3498.606201
	Iteration 7F: 3 clusters Score -2866138 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -2867561.750000 Penalty: 3498.606201
	Iteration 8F: 3 clusters Score -2867562 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -2868811.250000 Penalty: 3498.606201
	Iteration 9Q: 3 clusters Score -2868811 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -2869822.750000 Penalty: 3498.606201
	Iteration 10Q: 3 clusters Score -2869823 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -2870703.250000 Penalty: 3498.606201
	Iteration 11Q: 3 clusters Score -2870703 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -2871463.500000 Penalty: 3498.606201
	Iteration 12Q: 3 clusters Score -2871464 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -2872228.000000 Penalty: 3498.606201
	Iteration 13Q: 3 clusters Score -2872228 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -2872973.500000 Penalty: 3498.606201
	Iteration 14Q: 3 clusters Score -2872974 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -2873746.250000 Penalty: 3498.606201
	Iteration 15Q: 3 clusters Score -2873746 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -2874524.750000 Penalty: 3498.606201
	Iteration 16Q: 3 clusters Score -2874525 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -2875219.250000 Penalty: 3498.606201
	Iteration 17Q: 3 clusters Score -2875219 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -2875778.750000 Penalty: 3498.606201
	Iteration 18Q: 3 clusters Score -2875779 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2876233.750000 Penalty: 3498.606201
	Iteration 19Q: 3 clusters Score -2876234 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -2876594.250000 Penalty: 3498.606201
	Iteration 20F: 3 clusters Score -2876594 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -2876844.750000 Penalty: 3498.606201
	Iteration 21Q: 3 clusters Score -2876845 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -2877039.500000 Penalty: 3498.606201
	Iteration 22Q: 3 clusters Score -2877040 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -2877171.000000 Penalty: 3498.606201
	Iteration 23Q: 3 clusters Score -2877171 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -2877256.500000 Penalty: 3498.606201
	Iteration 24Q: 3 clusters Score -2877256 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -2877328.750000 Penalty: 3498.606201
	Iteration 25Q: 3 clusters Score -2877329 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -2877386.500000 Penalty: 3498.606201
	Iteration 26Q: 3 clusters Score -2877386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -2877427.000000 Penalty: 3498.606201
	Iteration 27Q: 3 clusters Score -2877427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -2877462.000000 Penalty: 3498.606201
	Iteration 28Q: 3 clusters Score -2877462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -2877479.250000 Penalty: 3498.606201
	Iteration 29Q: 3 clusters Score -2877479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -2877490.500000 Penalty: 3498.606201
	Iteration 30Q: 3 clusters Score -2877490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -2877494.000000 Penalty: 3498.606201
	Iteration 31Q: 3 clusters Score -2877494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -2877506.000000 Penalty: 3498.606201
	Iteration 32Q: 3 clusters Score -2877506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -2877513.250000 Penalty: 3498.606201
	Iteration 33Q: 3 clusters Score -2877513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -2877532.000000 Penalty: 3498.606201
	Iteration 34Q: 3 clusters Score -2877532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -2877533.500000 Penalty: 3498.606201
	Iteration 35Q: 3 clusters Score -2877534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -2877540.250000 Penalty: 3498.606201
	Iteration 36Q: 3 clusters Score -2877540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -2877542.750000 Penalty: 3498.606201
	Iteration 37Q: 3 clusters Score -2877543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -2877552.750000 Penalty: 3498.606201
	Iteration 38Q: 3 clusters Score -2877553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -2877558.750000 Penalty: 3498.606201
	Iteration 39Q: 3 clusters Score -2877559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -2877564.250000 Penalty: 3498.606201
	Iteration 40F: 3 clusters Score -2877564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -2877567.250000 Penalty: 3498.606201
	Iteration 41Q: 3 clusters Score -2877567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -2877568.000000 Penalty: 3498.606201
	Iteration 42Q: 3 clusters Score -2877568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -2877569.000000 Penalty: 3498.606201
	Iteration 43Q: 3 clusters Score -2877569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -2877575.250000 Penalty: 3498.606201
	Iteration 44Q: 3 clusters Score -2877575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -2877578.000000 Penalty: 3498.606201
	Iteration 45Q: 3 clusters Score -2877578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -2877579.250000 Penalty: 3498.606201
	Iteration 46Q: 3 clusters Score -2877579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -2877579.250000 Penalty: 3498.606201
	Iteration 47F: 3 clusters Score -2877579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -95206.046875 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -95206.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -93319.335938 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -93319.34 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -93745.710938 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -93745.71 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93823.867188 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -93823.87 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -93854.125000 Penalty: 2417.665771
	Iteration 3Q: 3 clusters Score -93854.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -93877.851562 Penalty: 2417.665771
	Iteration 4Q: 3 clusters Score -93877.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -93893.265625 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -93893.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -93915.593750 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -93915.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -93943.046875 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -93943.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93965.320312 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -93965.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93990.257812 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -93990.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -94016.367188 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -94016.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -94040.593750 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -94040.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -94060.687500 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -94060.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94073.812500 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -94073.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94084.171875 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -94084.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94097.062500 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -94097.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -94107.445312 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -94107.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94117.765625 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -94117.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -94126.500000 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -94126.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -94134.468750 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -94134.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -94138.671875 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -94138.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -94141.937500 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -94141.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -94143.765625 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -94143.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94145.742188 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -94145.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94147.500000 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -94147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94150.328125 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -94150.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -94151.609375 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -94151.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -94152.523438 Penalty: 2417.665771
	Iteration 27Q: 3 clusters Score -94152.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -94153.429688 Penalty: 2417.665771
	Iteration 28Q: 3 clusters Score -94153.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -94153.882812 Penalty: 2417.665771
	Iteration 29Q: 3 clusters Score -94153.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -94155.640625 Penalty: 2417.665771
	Iteration 30Q: 3 clusters Score -94155.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -94157.125000 Penalty: 2417.665771
	Iteration 31Q: 3 clusters Score -94157.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -94157.312500 Penalty: 2417.665771
	Iteration 32Q: 3 clusters Score -94157.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -94157.664062 Penalty: 2417.665771
	Iteration 33Q: 3 clusters Score -94157.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -94157.664062 Penalty: 2417.665771
	Iteration 34F: 3 clusters Score -94157.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -242545.406250 Penalty: 1353.726196
	Iteration 0F: 2 clusters Score -242545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -239079.031250 Penalty: 2707.452393
	Iteration 0F: 3 clusters Score -239079 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -239992.109375 Penalty: 2707.452393
	Iteration 1F: 3 clusters Score -239992.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -240166.562500 Penalty: 2707.452393
	Iteration 2F: 3 clusters Score -240166.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -240280.312500 Penalty: 2707.452393
	Iteration 3F: 3 clusters Score -240280.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -240344.625000 Penalty: 2707.452393
	Iteration 4Q: 3 clusters Score -240344.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -240391.484375 Penalty: 2707.452393
	Iteration 5Q: 3 clusters Score -240391.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -240426.781250 Penalty: 2707.452393
	Iteration 6Q: 3 clusters Score -240426.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -240458.156250 Penalty: 2707.452393
	Iteration 7Q: 3 clusters Score -240458.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -240480.687500 Penalty: 2707.452393
	Iteration 8Q: 3 clusters Score -240480.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -240502.343750 Penalty: 2707.452393
	Iteration 9Q: 3 clusters Score -240502.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -240516.515625 Penalty: 2707.452393
	Iteration 10Q: 3 clusters Score -240516.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -240527.796875 Penalty: 2707.452393
	Iteration 11Q: 3 clusters Score -240527.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -240536.859375 Penalty: 2707.452393
	Iteration 12Q: 3 clusters Score -240536.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -240548.437500 Penalty: 2707.452393
	Iteration 13Q: 3 clusters Score -240548.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -240558.531250 Penalty: 2707.452393
	Iteration 14Q: 3 clusters Score -240558.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -240573.562500 Penalty: 2707.452393
	Iteration 15Q: 3 clusters Score -240573.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -240590.109375 Penalty: 2707.452393
	Iteration 16Q: 3 clusters Score -240590.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -240600.671875 Penalty: 2707.452393
	Iteration 17Q: 3 clusters Score -240600.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -240603.937500 Penalty: 2707.452393
	Iteration 18Q: 3 clusters Score -240603.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -240606.218750 Penalty: 2707.452393
	Iteration 19Q: 3 clusters Score -240606.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -240609.312500 Penalty: 2707.452393
	Iteration 20F: 3 clusters Score -240609.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -240613.015625 Penalty: 2707.452393
	Iteration 21Q: 3 clusters Score -240613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -240619.125000 Penalty: 2707.452393
	Iteration 22Q: 3 clusters Score -240619.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -240622.703125 Penalty: 2707.452393
	Iteration 23Q: 3 clusters Score -240622.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -240625.578125 Penalty: 2707.452393
	Iteration 24Q: 3 clusters Score -240625.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -240629.921875 Penalty: 2707.452393
	Iteration 25Q: 3 clusters Score -240629.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -240634.687500 Penalty: 2707.452393
	Iteration 26Q: 3 clusters Score -240634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -240640.140625 Penalty: 2707.452393
	Iteration 27Q: 3 clusters Score -240640.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -240645.781250 Penalty: 2707.452393
	Iteration 28Q: 3 clusters Score -240645.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -240652.156250 Penalty: 2707.452393
	Iteration 29Q: 3 clusters Score -240652.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -240659.906250 Penalty: 2707.452393
	Iteration 30Q: 3 clusters Score -240659.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -240666.203125 Penalty: 2707.452393
	Iteration 31Q: 3 clusters Score -240666.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -240677.359375 Penalty: 2707.452393
	Iteration 32Q: 3 clusters Score -240677.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -240691.687500 Penalty: 2707.452393
	Iteration 33Q: 3 clusters Score -240691.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -240712.328125 Penalty: 2707.452393
	Iteration 34Q: 3 clusters Score -240712.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -240740.921875 Penalty: 2707.452393
	Iteration 35Q: 3 clusters Score -240740.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -240771.390625 Penalty: 2707.452393
	Iteration 36Q: 3 clusters Score -240771.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -240798.890625 Penalty: 2707.452393
	Iteration 37Q: 3 clusters Score -240798.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -240835.234375 Penalty: 2707.452393
	Iteration 38Q: 3 clusters Score -240835.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -240887.640625 Penalty: 2707.452393
	Iteration 39Q: 3 clusters Score -240887.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -240946.859375 Penalty: 2707.452393
	Iteration 40F: 3 clusters Score -240946.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -241025.484375 Penalty: 2707.452393
	Iteration 41Q: 3 clusters Score -241025.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -241118.921875 Penalty: 2707.452393
	Iteration 42Q: 3 clusters Score -241118.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -241184.015625 Penalty: 2707.452393
	Iteration 43Q: 3 clusters Score -241184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -241230.390625 Penalty: 2707.452393
	Iteration 44Q: 3 clusters Score -241230.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -241274.328125 Penalty: 2707.452393
	Iteration 45Q: 3 clusters Score -241274.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -241312.953125 Penalty: 2707.452393
	Iteration 46Q: 3 clusters Score -241313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -241337.312500 Penalty: 2707.452393
	Iteration 47Q: 3 clusters Score -241337.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -241355.218750 Penalty: 2707.452393
	Iteration 48Q: 3 clusters Score -241355.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -241368.468750 Penalty: 2707.452393
	Iteration 49Q: 3 clusters Score -241368.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -241383.328125 Penalty: 2707.452393
	Iteration 50Q: 3 clusters Score -241383.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -241392.281250 Penalty: 2707.452393
	Iteration 51Q: 3 clusters Score -241392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -241396.875000 Penalty: 2707.452393
	Iteration 52Q: 3 clusters Score -241396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -241400.156250 Penalty: 2707.452393
	Iteration 53Q: 3 clusters Score -241400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -241403.062500 Penalty: 2707.452393
	Iteration 54Q: 3 clusters Score -241403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -241404.359375 Penalty: 2707.452393
	Iteration 55Q: 3 clusters Score -241404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -241405.796875 Penalty: 2707.452393
	Iteration 56Q: 3 clusters Score -241405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -241406.359375 Penalty: 2707.452393
	Iteration 57Q: 3 clusters Score -241406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -241406.734375 Penalty: 2707.452393
	Iteration 58Q: 3 clusters Score -241406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -241406.734375 Penalty: 2707.452393
	Iteration 59F: 3 clusters Score -241406.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -81725.125000 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -81725.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79987.609375 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -79987.61 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -80395.976562 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -80395.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -80498.187500 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -80498.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80536.539062 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -80536.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80558.671875 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -80558.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80575.593750 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -80575.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80586.671875 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -80586.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -80595.492188 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -80595.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -80605.617188 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -80605.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -80619.828125 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -80619.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -80639.718750 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -80639.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -80654.820312 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -80654.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -80670.335938 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -80670.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -80687.890625 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -80687.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -80701.914062 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -80701.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -80709.953125 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -80709.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80714.500000 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -80714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -80719.937500 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -80719.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -80724.578125 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -80724.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80725.875000 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -80725.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -80726.671875 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -80726.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80729.085938 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -80729.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -80730.484375 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -80730.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -80732.835938 Penalty: 2362.851562
	Iteration 23Q: 3 clusters Score -80732.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -80734.664062 Penalty: 2362.851562
	Iteration 24Q: 3 clusters Score -80734.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -80736.195312 Penalty: 2362.851562
	Iteration 25Q: 3 clusters Score -80736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -80736.906250 Penalty: 2362.851562
	Iteration 26Q: 3 clusters Score -80736.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80737.218750 Penalty: 2362.851562
	Iteration 27Q: 3 clusters Score -80737.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -80737.750000 Penalty: 2362.851562
	Iteration 28Q: 3 clusters Score -80737.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -80738.859375 Penalty: 2362.851562
	Iteration 29Q: 3 clusters Score -80738.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -80738.859375 Penalty: 2362.851562
	Iteration 30F: 3 clusters Score -80738.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -49246.726562 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -49246.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -47803.750000 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -47803.75 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48100.679688 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -48100.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48228.070312 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -48228.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48312.625000 Penalty: 2248.254395
	Iteration 3F: 3 clusters Score -48312.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48363.335938 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -48363.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48397.781250 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -48397.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48422.117188 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -48422.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48442.464844 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -48442.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48458.574219 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -48458.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48481.773438 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -48481.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48500.519531 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -48500.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48516.941406 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -48516.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48530.238281 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -48530.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48558.125000 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -48558.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48590.414062 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -48590.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48603.968750 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -48603.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48607.800781 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -48607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48609.964844 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -48609.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -48616.710938 Penalty: 2248.254395
	Iteration 18Q: 3 clusters Score -48616.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48622.109375 Penalty: 2248.254395
	Iteration 19Q: 3 clusters Score -48622.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48627.417969 Penalty: 2248.254395
	Iteration 20F: 3 clusters Score -48627.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48633.312500 Penalty: 2248.254395
	Iteration 21Q: 3 clusters Score -48633.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48638.882812 Penalty: 2248.254395
	Iteration 22Q: 3 clusters Score -48638.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48641.656250 Penalty: 2248.254395
	Iteration 23Q: 3 clusters Score -48641.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48647.585938 Penalty: 2248.254395
	Iteration 24Q: 3 clusters Score -48647.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48651.921875 Penalty: 2248.254395
	Iteration 25Q: 3 clusters Score -48651.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48655.425781 Penalty: 2248.254395
	Iteration 26Q: 3 clusters Score -48655.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48661.890625 Penalty: 2248.254395
	Iteration 27Q: 3 clusters Score -48661.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48669.550781 Penalty: 2248.254395
	Iteration 28Q: 3 clusters Score -48669.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -48680.664062 Penalty: 2248.254395
	Iteration 29Q: 3 clusters Score -48680.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48690.812500 Penalty: 2248.254395
	Iteration 30Q: 3 clusters Score -48690.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48707.894531 Penalty: 2248.254395
	Iteration 31Q: 3 clusters Score -48707.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48716.097656 Penalty: 2248.254395
	Iteration 32Q: 3 clusters Score -48716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48721.480469 Penalty: 2248.254395
	Iteration 33Q: 3 clusters Score -48721.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48723.789062 Penalty: 2248.254395
	Iteration 34Q: 3 clusters Score -48723.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48725.394531 Penalty: 2248.254395
	Iteration 35Q: 3 clusters Score -48725.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48727.097656 Penalty: 2248.254395
	Iteration 36Q: 3 clusters Score -48727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48728.886719 Penalty: 2248.254395
	Iteration 37Q: 3 clusters Score -48728.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48730.031250 Penalty: 2248.254395
	Iteration 38Q: 3 clusters Score -48730.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48730.031250 Penalty: 2248.254395
	Iteration 39F: 3 clusters Score -48730.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -121537.546875 Penalty: 1244.461914
	Iteration 0F: 2 clusters Score -121537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119372.757812 Penalty: 2488.923828
	Iteration 0F: 3 clusters Score -119372.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -119830.273438 Penalty: 2488.923828
	Iteration 1F: 3 clusters Score -119830.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -119960.820312 Penalty: 2488.923828
	Iteration 2F: 3 clusters Score -119960.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -120042.531250 Penalty: 2488.923828
	Iteration 3F: 3 clusters Score -120042.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -120110.179688 Penalty: 2488.923828
	Iteration 4Q: 3 clusters Score -120110.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -120170.531250 Penalty: 2488.923828
	Iteration 5Q: 3 clusters Score -120170.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -120203.546875 Penalty: 2488.923828
	Iteration 6Q: 3 clusters Score -120203.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -120234.093750 Penalty: 2488.923828
	Iteration 7Q: 3 clusters Score -120234.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -120264.625000 Penalty: 2488.923828
	Iteration 8Q: 3 clusters Score -120264.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -120286.906250 Penalty: 2488.923828
	Iteration 9Q: 3 clusters Score -120286.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -120309.054688 Penalty: 2488.923828
	Iteration 10Q: 3 clusters Score -120309.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -120328.476562 Penalty: 2488.923828
	Iteration 11Q: 3 clusters Score -120328.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -120339.796875 Penalty: 2488.923828
	Iteration 12Q: 3 clusters Score -120339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -120351.859375 Penalty: 2488.923828
	Iteration 13Q: 3 clusters Score -120351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -120361.695312 Penalty: 2488.923828
	Iteration 14Q: 3 clusters Score -120361.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -120367.062500 Penalty: 2488.923828
	Iteration 15Q: 3 clusters Score -120367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -120370.953125 Penalty: 2488.923828
	Iteration 16Q: 3 clusters Score -120371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -120375.226562 Penalty: 2488.923828
	Iteration 17Q: 3 clusters Score -120375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -120379.531250 Penalty: 2488.923828
	Iteration 18Q: 3 clusters Score -120379.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -120383.507812 Penalty: 2488.923828
	Iteration 19Q: 3 clusters Score -120383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -120386.875000 Penalty: 2488.923828
	Iteration 20F: 3 clusters Score -120386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -120391.335938 Penalty: 2488.923828
	Iteration 21Q: 3 clusters Score -120391.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -120397.578125 Penalty: 2488.923828
	Iteration 22Q: 3 clusters Score -120397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -120406.632812 Penalty: 2488.923828
	Iteration 23Q: 3 clusters Score -120406.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -120414.429688 Penalty: 2488.923828
	Iteration 24Q: 3 clusters Score -120414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -120421.210938 Penalty: 2488.923828
	Iteration 25Q: 3 clusters Score -120421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -120426.250000 Penalty: 2488.923828
	Iteration 26Q: 3 clusters Score -120426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -120428.593750 Penalty: 2488.923828
	Iteration 27Q: 3 clusters Score -120428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -120431.929688 Penalty: 2488.923828
	Iteration 28Q: 3 clusters Score -120431.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -120442.015625 Penalty: 2488.923828
	Iteration 29Q: 3 clusters Score -120442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -120448.171875 Penalty: 2488.923828
	Iteration 30Q: 3 clusters Score -120448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -120455.531250 Penalty: 2488.923828
	Iteration 31Q: 3 clusters Score -120455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -120465.281250 Penalty: 2488.923828
	Iteration 32Q: 3 clusters Score -120465.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -120472.382812 Penalty: 2488.923828
	Iteration 33Q: 3 clusters Score -120472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -120477.312500 Penalty: 2488.923828
	Iteration 34Q: 3 clusters Score -120477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -120482.234375 Penalty: 2488.923828
	Iteration 35Q: 3 clusters Score -120482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -120489.109375 Penalty: 2488.923828
	Iteration 36Q: 3 clusters Score -120489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -120492.867188 Penalty: 2488.923828
	Iteration 37Q: 3 clusters Score -120492.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -120497.593750 Penalty: 2488.923828
	Iteration 38Q: 3 clusters Score -120497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -120499.492188 Penalty: 2488.923828
	Iteration 39Q: 3 clusters Score -120499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -120500.742188 Penalty: 2488.923828
	Iteration 40F: 3 clusters Score -120500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -120501.804688 Penalty: 2488.923828
	Iteration 41Q: 3 clusters Score -120501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -120502.789062 Penalty: 2488.923828
	Iteration 42Q: 3 clusters Score -120502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -120503.093750 Penalty: 2488.923828
	Iteration 43Q: 3 clusters Score -120503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -120503.093750 Penalty: 2488.923828
	Iteration 44F: 3 clusters Score -120503.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -107894.937500 Penalty: 1234.984131
	Iteration 0F: 2 clusters Score -107894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -105824.890625 Penalty: 2469.968262
	Iteration 0F: 3 clusters Score -105824.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -106281.023438 Penalty: 2469.968262
	Iteration 1F: 3 clusters Score -106281 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -106421.468750 Penalty: 2469.968262
	Iteration 2F: 3 clusters Score -106421.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -106536.578125 Penalty: 2469.968262
	Iteration 3F: 3 clusters Score -106536.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -106623.476562 Penalty: 2469.968262
	Iteration 4Q: 3 clusters Score -106623.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -106701.781250 Penalty: 2469.968262
	Iteration 5Q: 3 clusters Score -106701.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -106783.171875 Penalty: 2469.968262
	Iteration 6Q: 3 clusters Score -106783.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -106856.023438 Penalty: 2469.968262
	Iteration 7Q: 3 clusters Score -106856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -106916.726562 Penalty: 2469.968262
	Iteration 8Q: 3 clusters Score -106916.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106953.328125 Penalty: 2469.968262
	Iteration 9Q: 3 clusters Score -106953.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106985.585938 Penalty: 2469.968262
	Iteration 10Q: 3 clusters Score -106985.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107015.234375 Penalty: 2469.968262
	Iteration 11Q: 3 clusters Score -107015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107037.203125 Penalty: 2469.968262
	Iteration 12Q: 3 clusters Score -107037.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107048.421875 Penalty: 2469.968262
	Iteration 13Q: 3 clusters Score -107048.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107059.414062 Penalty: 2469.968262
	Iteration 14Q: 3 clusters Score -107059.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107069.507812 Penalty: 2469.968262
	Iteration 15Q: 3 clusters Score -107069.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -107075.437500 Penalty: 2469.968262
	Iteration 16Q: 3 clusters Score -107075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -107082.742188 Penalty: 2469.968262
	Iteration 17Q: 3 clusters Score -107082.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -107091.523438 Penalty: 2469.968262
	Iteration 18Q: 3 clusters Score -107091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107097.328125 Penalty: 2469.968262
	Iteration 19Q: 3 clusters Score -107097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107104.320312 Penalty: 2469.968262
	Iteration 20F: 3 clusters Score -107104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -107109.492188 Penalty: 2469.968262
	Iteration 21Q: 3 clusters Score -107109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -107114.523438 Penalty: 2469.968262
	Iteration 22Q: 3 clusters Score -107114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107117.937500 Penalty: 2469.968262
	Iteration 23Q: 3 clusters Score -107117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -107122.109375 Penalty: 2469.968262
	Iteration 24Q: 3 clusters Score -107122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -107128.695312 Penalty: 2469.968262
	Iteration 25Q: 3 clusters Score -107128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107136.601562 Penalty: 2469.968262
	Iteration 26Q: 3 clusters Score -107136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107141.234375 Penalty: 2469.968262
	Iteration 27Q: 3 clusters Score -107141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107145.992188 Penalty: 2469.968262
	Iteration 28Q: 3 clusters Score -107146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107148.398438 Penalty: 2469.968262
	Iteration 29Q: 3 clusters Score -107148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107149.476562 Penalty: 2469.968262
	Iteration 30Q: 3 clusters Score -107149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107150.351562 Penalty: 2469.968262
	Iteration 31Q: 3 clusters Score -107150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107150.351562 Penalty: 2469.968262
	Iteration 32F: 3 clusters Score -107150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -92832.054688 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -92832.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -90987.953125 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -90987.95 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -91339.851562 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -91339.85 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -91462.226562 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -91462.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91519.273438 Penalty: 2401.407471
	Iteration 3Q: 3 clusters Score -91519.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -91554.960938 Penalty: 2401.407471
	Iteration 4Q: 3 clusters Score -91554.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -91574.703125 Penalty: 2401.407471
	Iteration 5Q: 3 clusters Score -91574.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -91591.085938 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -91591.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -91601.171875 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -91601.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -91611.335938 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -91611.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -91620.351562 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -91620.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -91630.140625 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -91630.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91639.718750 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -91639.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91645.437500 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -91645.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -91650.015625 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -91650.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -91655.445312 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -91655.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91663.953125 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -91663.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -91674.070312 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -91674.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91685.445312 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -91685.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -91689.117188 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -91689.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -91693.132812 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -91693.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91698.687500 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -91698.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91705.562500 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -91705.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91711.375000 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -91711.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91716.703125 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -91716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91722.164062 Penalty: 2401.407471
	Iteration 24Q: 3 clusters Score -91722.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91724.898438 Penalty: 2401.407471
	Iteration 25Q: 3 clusters Score -91724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91726.351562 Penalty: 2401.407471
	Iteration 26Q: 3 clusters Score -91726.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91727.882812 Penalty: 2401.407471
	Iteration 27Q: 3 clusters Score -91727.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91729.187500 Penalty: 2401.407471
	Iteration 28Q: 3 clusters Score -91729.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91730.484375 Penalty: 2401.407471
	Iteration 29Q: 3 clusters Score -91730.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91731.007812 Penalty: 2401.407471
	Iteration 30Q: 3 clusters Score -91731.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91731.007812 Penalty: 2401.407471
	Iteration 31F: 3 clusters Score -91731.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (66541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Entering Unmasked Estep 
Score: -4020403.750000 Penalty: 1804.655762
	Iteration 0F: 2 clusters Score -4020404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3975994.250000 Penalty: 3609.311523
	Iteration 0F: 3 clusters Score -3975994 nChanged 31395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3994119.250000 Penalty: 3609.311523
	Iteration 1F: 3 clusters Score -3994119 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -3995175.750000 Penalty: 3609.311523
	Iteration 2Q: 3 clusters Score -3995176 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -3997019.250000 Penalty: 3609.311523
	Iteration 3F: 3 clusters Score -3997019 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -4000336.250000 Penalty: 3609.311523
	Iteration 4F: 3 clusters Score -4000336 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -4005601.500000 Penalty: 3609.311523
	Iteration 5F: 3 clusters Score -4005602 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -4011634.000000 Penalty: 3609.311523
	Iteration 6F: 3 clusters Score -4011634 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -4015810.250000 Penalty: 3609.311523
	Iteration 7F: 3 clusters Score -4015810 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -4017769.000000 Penalty: 3609.311523
	Iteration 8Q: 3 clusters Score -4017769 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -4018395.000000 Penalty: 3609.311523
	Iteration 9Q: 3 clusters Score -4018395 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -4018619.250000 Penalty: 3609.311523
	Iteration 10Q: 3 clusters Score -4018619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -4018719.750000 Penalty: 3609.311523
	Iteration 11Q: 3 clusters Score -4018720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -4018781.250000 Penalty: 3609.311523
	Iteration 12Q: 3 clusters Score -4018781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -4018811.250000 Penalty: 3609.311523
	Iteration 13Q: 3 clusters Score -4018811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -4018835.000000 Penalty: 3609.311523
	Iteration 14Q: 3 clusters Score -4018835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -4018854.750000 Penalty: 3609.311523
	Iteration 15Q: 3 clusters Score -4018855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -4018867.750000 Penalty: 3609.311523
	Iteration 16Q: 3 clusters Score -4018868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -4018874.500000 Penalty: 3609.311523
	Iteration 17Q: 3 clusters Score -4018874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -4018882.750000 Penalty: 3609.311523
	Iteration 18Q: 3 clusters Score -4018883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -4018884.750000 Penalty: 3609.311523
	Iteration 19Q: 3 clusters Score -4018885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -4018882.500000 Penalty: 3609.311523
	Iteration 20F: 3 clusters Score -4018882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -4018886.250000 Penalty: 3609.311523
	Iteration 21Q: 3 clusters Score -4018886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -4018886.250000 Penalty: 3609.311523
	Iteration 22F: 3 clusters Score -4018886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -127998.828125 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -127998.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -125803.054688 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -125803.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -126278.632812 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -126278.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -126389.273438 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -126389.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -126463.968750 Penalty: 2496.207031
	Iteration 3Q: 3 clusters Score -126464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -126524.757812 Penalty: 2496.207031
	Iteration 4Q: 3 clusters Score -126524.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -126572.820312 Penalty: 2496.207031
	Iteration 5Q: 3 clusters Score -126572.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -126623.171875 Penalty: 2496.207031
	Iteration 6Q: 3 clusters Score -126623.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -126657.843750 Penalty: 2496.207031
	Iteration 7Q: 3 clusters Score -126657.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -126686.171875 Penalty: 2496.207031
	Iteration 8Q: 3 clusters Score -126686.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -126716.335938 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -126716.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -126738.593750 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -126738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -126753.796875 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -126753.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -126772.742188 Penalty: 2496.207031
	Iteration 12Q: 3 clusters Score -126772.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -126792.429688 Penalty: 2496.207031
	Iteration 13Q: 3 clusters Score -126792.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -126812.054688 Penalty: 2496.207031
	Iteration 14Q: 3 clusters Score -126812.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -126830.039062 Penalty: 2496.207031
	Iteration 15Q: 3 clusters Score -126830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -126842.343750 Penalty: 2496.207031
	Iteration 16Q: 3 clusters Score -126842.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -126855.789062 Penalty: 2496.207031
	Iteration 17Q: 3 clusters Score -126855.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -126867.867188 Penalty: 2496.207031
	Iteration 18Q: 3 clusters Score -126867.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -126882.375000 Penalty: 2496.207031
	Iteration 19Q: 3 clusters Score -126882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -126895.312500 Penalty: 2496.207031
	Iteration 20F: 3 clusters Score -126895.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -126910.125000 Penalty: 2496.207031
	Iteration 21Q: 3 clusters Score -126910.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -126929.109375 Penalty: 2496.207031
	Iteration 22Q: 3 clusters Score -126929.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -126943.515625 Penalty: 2496.207031
	Iteration 23Q: 3 clusters Score -126943.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -126960.890625 Penalty: 2496.207031
	Iteration 24Q: 3 clusters Score -126960.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -126974.085938 Penalty: 2496.207031
	Iteration 25Q: 3 clusters Score -126974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -126982.335938 Penalty: 2496.207031
	Iteration 26Q: 3 clusters Score -126982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -126990.085938 Penalty: 2496.207031
	Iteration 27Q: 3 clusters Score -126990.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -126995.859375 Penalty: 2496.207031
	Iteration 28Q: 3 clusters Score -126995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -127002.570312 Penalty: 2496.207031
	Iteration 29Q: 3 clusters Score -127002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -127006.882812 Penalty: 2496.207031
	Iteration 30Q: 3 clusters Score -127006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -127008.578125 Penalty: 2496.207031
	Iteration 31Q: 3 clusters Score -127008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -127010.476562 Penalty: 2496.207031
	Iteration 32Q: 3 clusters Score -127010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -127011.398438 Penalty: 2496.207031
	Iteration 33Q: 3 clusters Score -127011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -127011.398438 Penalty: 2496.207031
	Iteration 34F: 3 clusters Score -127011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Entering Unmasked Estep 
Score: -338063.218750 Penalty: 1403.846802
	Iteration 0F: 2 clusters Score -338063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -333690.968750 Penalty: 2807.693604
	Iteration 0F: 3 clusters Score -333691 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -334933.250000 Penalty: 2807.693604
	Iteration 1F: 3 clusters Score -334933.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -335190.500000 Penalty: 2807.693604
	Iteration 2F: 3 clusters Score -335190.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -335462.281250 Penalty: 2807.693604
	Iteration 3F: 3 clusters Score -335462.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -335703.656250 Penalty: 2807.693604
	Iteration 4F: 3 clusters Score -335703.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -335912.312500 Penalty: 2807.693604
	Iteration 5Q: 3 clusters Score -335912.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -336135.031250 Penalty: 2807.693604
	Iteration 6Q: 3 clusters Score -336135 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -336330.531250 Penalty: 2807.693604
	Iteration 7Q: 3 clusters Score -336330.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -336474.718750 Penalty: 2807.693604
	Iteration 8Q: 3 clusters Score -336474.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -336565.875000 Penalty: 2807.693604
	Iteration 9Q: 3 clusters Score -336565.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -336626.531250 Penalty: 2807.693604
	Iteration 10Q: 3 clusters Score -336626.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -336658.593750 Penalty: 2807.693604
	Iteration 11Q: 3 clusters Score -336658.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336678.718750 Penalty: 2807.693604
	Iteration 12Q: 3 clusters Score -336678.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -336694.937500 Penalty: 2807.693604
	Iteration 13Q: 3 clusters Score -336694.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -336712.968750 Penalty: 2807.693604
	Iteration 14Q: 3 clusters Score -336713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -336735.406250 Penalty: 2807.693604
	Iteration 15Q: 3 clusters Score -336735.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -336759.343750 Penalty: 2807.693604
	Iteration 16Q: 3 clusters Score -336759.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -336776.531250 Penalty: 2807.693604
	Iteration 17Q: 3 clusters Score -336776.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -336796.593750 Penalty: 2807.693604
	Iteration 18Q: 3 clusters Score -336796.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -336813.750000 Penalty: 2807.693604
	Iteration 19Q: 3 clusters Score -336813.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -336826.125000 Penalty: 2807.693604
	Iteration 20F: 3 clusters Score -336826.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -336838.593750 Penalty: 2807.693604
	Iteration 21Q: 3 clusters Score -336838.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -336849.906250 Penalty: 2807.693604
	Iteration 22Q: 3 clusters Score -336849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -336856.468750 Penalty: 2807.693604
	Iteration 23Q: 3 clusters Score -336856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -336859.062500 Penalty: 2807.693604
	Iteration 24Q: 3 clusters Score -336859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -336863.156250 Penalty: 2807.693604
	Iteration 25Q: 3 clusters Score -336863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -336866.218750 Penalty: 2807.693604
	Iteration 26Q: 3 clusters Score -336866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -336868.281250 Penalty: 2807.693604
	Iteration 27Q: 3 clusters Score -336868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -336870.687500 Penalty: 2807.693604
	Iteration 28Q: 3 clusters Score -336870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -336872.000000 Penalty: 2807.693604
	Iteration 29Q: 3 clusters Score -336872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -336873.218750 Penalty: 2807.693604
	Iteration 30Q: 3 clusters Score -336873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -336875.875000 Penalty: 2807.693604
	Iteration 31Q: 3 clusters Score -336875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -336876.375000 Penalty: 2807.693604
	Iteration 32Q: 3 clusters Score -336876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -336878.562500 Penalty: 2807.693604
	Iteration 33Q: 3 clusters Score -336878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -336878.937500 Penalty: 2807.693604
	Iteration 34Q: 3 clusters Score -336878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -336878.593750 Penalty: 2807.693604
	Iteration 35Q: 3 clusters Score -336878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -336878.593750 Penalty: 2807.693604
	Iteration 36F: 3 clusters Score -336878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11273 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 80579 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67346 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 25906 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 4960 members 
Mstep: Class 26 contains 21961 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 18616 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 5077 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3116 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 47332 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 1437 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1618 members 
Mstep: Class 43 contains 66541 members 
Mstep: Class 44 contains 2166 members 
Mstep: Class 45 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938388.000000 Penalty: 96648.882812
Iteration 159Q: 46 clusters Score -3.093839e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11284 members 
Mstep: Class 8 contains 4610 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 80579 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67344 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 25896 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2773 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4301 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 21971 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2661 members 
Mstep: Class 29 contains 18610 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 5079 members 
Mstep: Class 32 contains 19687 members 
Mstep: Class 33 contains 3120 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 47325 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 1441 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1619 members 
Mstep: Class 43 contains 66531 members 
Mstep: Class 44 contains 2177 members 
Mstep: Class 45 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938368.000000 Penalty: 96648.882812
Iteration 160F: 46 clusters Score -3.093837e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 80581 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67345 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25882 members 
Mstep: Class 20 contains 9728 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 21974 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18603 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 5083 members 
Mstep: Class 32 contains 19687 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4148 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1620 members 
Mstep: Class 43 contains 66526 members 
Mstep: Class 44 contains 2189 members 
Mstep: Class 45 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938364.000000 Penalty: 96648.882812
Iteration 161Q: 46 clusters Score -3.093836e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11307 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 80577 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67345 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 25875 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 5024 members 
Mstep: Class 26 contains 21984 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18589 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5087 members 
Mstep: Class 32 contains 19687 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 47321 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 1449 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1622 members 
Mstep: Class 43 contains 66524 members 
Mstep: Class 44 contains 2201 members 
Mstep: Class 45 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938414.000000 Penalty: 96648.882812
Iteration 162Q: 46 clusters Score -3.093841e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 1896 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11315 members 
Mstep: Class 8 contains 4590 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 11305 members 
Mstep: Class 12 contains 80577 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67345 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 25869 members 
Mstep: Class 20 contains 9723 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 2768 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 5031 members 
Mstep: Class 26 contains 21995 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18577 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5088 members 
Mstep: Class 32 contains 19687 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 1455 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1623 members 
Mstep: Class 43 contains 66525 members 
Mstep: Class 44 contains 2209 members 
Mstep: Class 45 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938468.000000 Penalty: 96648.882812
Iteration 163Q: 46 clusters Score -3.093847e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11322 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11301 members 
Mstep: Class 12 contains 80577 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67345 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 25865 members 
Mstep: Class 20 contains 9724 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4265 members 
Mstep: Class 25 contains 5039 members 
Mstep: Class 26 contains 21998 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5084 members 
Mstep: Class 32 contains 19686 members 
Mstep: Class 33 contains 3121 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47321 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4151 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1623 members 
Mstep: Class 43 contains 66518 members 
Mstep: Class 44 contains 2217 members 
Mstep: Class 45 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938470.000000 Penalty: 96648.882812
Iteration 164Q: 46 clusters Score -3.093847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11328 members 
Mstep: Class 8 contains 4588 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 80575 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67344 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25863 members 
Mstep: Class 20 contains 9722 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 5047 members 
Mstep: Class 26 contains 21999 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18561 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5084 members 
Mstep: Class 32 contains 19683 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4151 members 
Mstep: Class 38 contains 1460 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66513 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938454.000000 Penalty: 96648.882812
Iteration 165Q: 46 clusters Score -3.093845e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11333 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 80573 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67344 members 
Mstep: Class 15 contains 7642 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25857 members 
Mstep: Class 20 contains 9721 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4258 members 
Mstep: Class 25 contains 5056 members 
Mstep: Class 26 contains 21998 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18553 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5084 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4153 members 
Mstep: Class 38 contains 1462 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66512 members 
Mstep: Class 44 contains 2227 members 
Mstep: Class 45 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938452.000000 Penalty: 96648.882812
Iteration 166Q: 46 clusters Score -3.093845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80572 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67347 members 
Mstep: Class 15 contains 7643 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25851 members 
Mstep: Class 20 contains 9721 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 5062 members 
Mstep: Class 26 contains 21997 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18545 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5086 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4158 members 
Mstep: Class 38 contains 1463 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66509 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938432.000000 Penalty: 96648.882812
Iteration 167Q: 46 clusters Score -3.093843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67348 members 
Mstep: Class 15 contains 7644 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25848 members 
Mstep: Class 20 contains 9720 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4249 members 
Mstep: Class 25 contains 5065 members 
Mstep: Class 26 contains 21998 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18537 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5087 members 
Mstep: Class 32 contains 19684 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4164 members 
Mstep: Class 38 contains 1463 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66503 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938502.000000 Penalty: 96648.882812
Iteration 168Q: 46 clusters Score -3.09385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5803 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67348 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25846 members 
Mstep: Class 20 contains 9718 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4245 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 22000 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18528 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19686 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4170 members 
Mstep: Class 38 contains 1465 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66497 members 
Mstep: Class 44 contains 2244 members 
Mstep: Class 45 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938476.000000 Penalty: 96648.882812
Iteration 169Q: 46 clusters Score -3.093848e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67348 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25843 members 
Mstep: Class 20 contains 9718 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 22003 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18516 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4181 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66490 members 
Mstep: Class 44 contains 2246 members 
Mstep: Class 45 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938488.000000 Penalty: 96648.882812
Iteration 170Q: 46 clusters Score -3.093849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67348 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25844 members 
Mstep: Class 20 contains 9717 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4241 members 
Mstep: Class 25 contains 5067 members 
Mstep: Class 26 contains 22003 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18504 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4193 members 
Mstep: Class 38 contains 1468 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66486 members 
Mstep: Class 44 contains 2249 members 
Mstep: Class 45 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938516.000000 Penalty: 96648.882812
Iteration 171Q: 46 clusters Score -3.093852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67348 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25846 members 
Mstep: Class 20 contains 9715 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4241 members 
Mstep: Class 25 contains 5070 members 
Mstep: Class 26 contains 22004 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18496 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19685 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66483 members 
Mstep: Class 44 contains 2253 members 
Mstep: Class 45 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938508.000000 Penalty: 96648.882812
Iteration 172Q: 46 clusters Score -3.093851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67347 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25845 members 
Mstep: Class 20 contains 9716 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4241 members 
Mstep: Class 25 contains 5074 members 
Mstep: Class 26 contains 22004 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18488 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19687 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4204 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66480 members 
Mstep: Class 44 contains 2256 members 
Mstep: Class 45 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938494.000000 Penalty: 96648.882812
Iteration 173Q: 46 clusters Score -3.093849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67345 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 25844 members 
Mstep: Class 20 contains 9718 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 5076 members 
Mstep: Class 26 contains 22004 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18480 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19688 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47321 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4212 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2256 members 
Mstep: Class 45 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938518.000000 Penalty: 96648.882812
Iteration 174Q: 46 clusters Score -3.093852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67343 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 25844 members 
Mstep: Class 20 contains 9719 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 5076 members 
Mstep: Class 26 contains 22004 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 18474 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19690 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47322 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4216 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2256 members 
Mstep: Class 45 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938530.000000 Penalty: 96648.882812
Iteration 175Q: 46 clusters Score -3.093853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67343 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 25843 members 
Mstep: Class 20 contains 9720 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 22005 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 18469 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19691 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47321 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4221 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2256 members 
Mstep: Class 45 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938536.000000 Penalty: 96648.882812
Iteration 176Q: 46 clusters Score -3.093854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67340 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 25842 members 
Mstep: Class 20 contains 9722 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5080 members 
Mstep: Class 26 contains 22005 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 18464 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19690 members 
Mstep: Class 33 contains 3121 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47321 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4225 members 
Mstep: Class 38 contains 1468 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66479 members 
Mstep: Class 44 contains 2256 members 
Mstep: Class 45 contains 5658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938550.000000 Penalty: 96648.882812
Iteration 177Q: 46 clusters Score -3.093855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67335 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 25840 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5082 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18459 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19691 members 
Mstep: Class 33 contains 3120 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47321 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 4230 members 
Mstep: Class 38 contains 1469 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66480 members 
Mstep: Class 44 contains 2257 members 
Mstep: Class 45 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938542.000000 Penalty: 96648.882812
Iteration 178Q: 46 clusters Score -3.093854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67335 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 25840 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5083 members 
Mstep: Class 26 contains 22005 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4234 members 
Mstep: Class 38 contains 1470 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66482 members 
Mstep: Class 44 contains 2258 members 
Mstep: Class 45 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938542.000000 Penalty: 96648.882812
Iteration 179Q: 46 clusters Score -3.093854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67335 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25839 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18449 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4234 members 
Mstep: Class 38 contains 1471 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66480 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938546.000000 Penalty: 96648.882812
Iteration 180F: 46 clusters Score -3.093855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67337 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25838 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18447 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47320 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4234 members 
Mstep: Class 38 contains 1472 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66479 members 
Mstep: Class 44 contains 2261 members 
Mstep: Class 45 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938550.000000 Penalty: 96648.882812
Iteration 181Q: 46 clusters Score -3.093855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67338 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25837 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1678 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18447 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47319 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4237 members 
Mstep: Class 38 contains 1474 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66479 members 
Mstep: Class 44 contains 2261 members 
Mstep: Class 45 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938546.000000 Penalty: 96648.882812
Iteration 182Q: 46 clusters Score -3.093855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67338 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25837 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1678 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18446 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47318 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4238 members 
Mstep: Class 38 contains 1475 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938554.000000 Penalty: 96648.882812
Iteration 183Q: 46 clusters Score -3.093855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67338 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25837 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1678 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18446 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47318 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4238 members 
Mstep: Class 38 contains 1475 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938554.000000 Penalty: 96648.882812
Iteration 184F: 46 clusters Score -3.093855e+07 nChanged 0
Entering ConstructFrom: 
Score: -30938554.000000 Penalty: 96648.882812
Entering ConstructFrom: 
Trying to split cluster 1 (77048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Entering Unmasked Estep 
Score: -4667898.000000 Penalty: 1828.479858
	Iteration 0F: 2 clusters Score -4667898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4616115.000000 Penalty: 3656.959717
	Iteration 0F: 3 clusters Score -4616115 nChanged 36768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4637653.000000 Penalty: 3656.959717
	Iteration 1F: 3 clusters Score -4637653 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -4638713.500000 Penalty: 3656.959717
	Iteration 2Q: 3 clusters Score -4638714 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4640323.000000 Penalty: 3656.959717
	Iteration 3Q: 3 clusters Score -4640323 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4642509.000000 Penalty: 3656.959717
	Iteration 4F: 3 clusters Score -4642509 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4645070.500000 Penalty: 3656.959717
	Iteration 5F: 3 clusters Score -4645070 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4647755.000000 Penalty: 3656.959717
	Iteration 6F: 3 clusters Score -4647755 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4650415.500000 Penalty: 3656.959717
	Iteration 7F: 3 clusters Score -4650416 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4652737.000000 Penalty: 3656.959717
	Iteration 8F: 3 clusters Score -4652737 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4654717.500000 Penalty: 3656.959717
	Iteration 9Q: 3 clusters Score -4654718 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4656330.000000 Penalty: 3656.959717
	Iteration 10Q: 3 clusters Score -4656330 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4657785.000000 Penalty: 3656.959717
	Iteration 11Q: 3 clusters Score -4657785 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4659165.500000 Penalty: 3656.959717
	Iteration 12Q: 3 clusters Score -4659166 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4660581.000000 Penalty: 3656.959717
	Iteration 13Q: 3 clusters Score -4660581 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -4661953.500000 Penalty: 3656.959717
	Iteration 14Q: 3 clusters Score -4661954 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4663266.500000 Penalty: 3656.959717
	Iteration 15Q: 3 clusters Score -4663266 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4664354.500000 Penalty: 3656.959717
	Iteration 16Q: 3 clusters Score -4664354 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4665180.500000 Penalty: 3656.959717
	Iteration 17Q: 3 clusters Score -4665180 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4665728.500000 Penalty: 3656.959717
	Iteration 18Q: 3 clusters Score -4665728 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4666106.000000 Penalty: 3656.959717
	Iteration 19Q: 3 clusters Score -4666106 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4666290.000000 Penalty: 3656.959717
	Iteration 20F: 3 clusters Score -4666290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4666408.500000 Penalty: 3656.959717
	Iteration 21Q: 3 clusters Score -4666408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4666482.000000 Penalty: 3656.959717
	Iteration 22Q: 3 clusters Score -4666482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4666518.500000 Penalty: 3656.959717
	Iteration 23Q: 3 clusters Score -4666518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4666550.500000 Penalty: 3656.959717
	Iteration 24Q: 3 clusters Score -4666550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4666566.000000 Penalty: 3656.959717
	Iteration 25Q: 3 clusters Score -4666566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4666578.500000 Penalty: 3656.959717
	Iteration 26Q: 3 clusters Score -4666578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4666585.000000 Penalty: 3656.959717
	Iteration 27Q: 3 clusters Score -4666585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4666598.500000 Penalty: 3656.959717
	Iteration 28Q: 3 clusters Score -4666598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4666608.000000 Penalty: 3656.959717
	Iteration 29Q: 3 clusters Score -4666608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4666615.000000 Penalty: 3656.959717
	Iteration 30Q: 3 clusters Score -4666615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4666617.500000 Penalty: 3656.959717
	Iteration 31Q: 3 clusters Score -4666618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4666617.000000 Penalty: 3656.959717
	Iteration 32Q: 3 clusters Score -4666617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4666626.500000 Penalty: 3656.959717
	Iteration 33Q: 3 clusters Score -4666626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4666625.500000 Penalty: 3656.959717
	Iteration 34Q: 3 clusters Score -4666626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4666629.500000 Penalty: 3656.959717
	Iteration 35Q: 3 clusters Score -4666630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4666627.500000 Penalty: 3656.959717
	Iteration 36Q: 3 clusters Score -4666628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4666631.000000 Penalty: 3656.959717
	Iteration 37Q: 3 clusters Score -4666631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4666630.000000 Penalty: 3656.959717
	Iteration 38Q: 3 clusters Score -4666630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4666631.000000 Penalty: 3656.959717
	Iteration 39Q: 3 clusters Score -4666631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4666630.000000 Penalty: 3656.959717
	Iteration 40F: 3 clusters Score -4666630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -78815.281250 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -78815.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -76851.445312 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -76851.45 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -77537.632812 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -77537.63 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -77799.468750 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -77799.47 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -77936.421875 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -77936.42 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78058.117188 Penalty: 2453.280762
	Iteration 4Q: 3 clusters Score -78058.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -78139.343750 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -78139.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -78196.179688 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -78196.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -78228.382812 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -78228.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -78249.156250 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -78249.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -78264.898438 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -78264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -78278.320312 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -78278.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -78288.929688 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -78288.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -78299.437500 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -78299.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -78309.460938 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -78309.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -78318.445312 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -78318.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78325.171875 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -78325.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78331.140625 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -78331.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -78334.898438 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -78334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78343.281250 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -78343.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -78355.632812 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -78355.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78368.257812 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -78368.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78372.726562 Penalty: 2453.280762
	Iteration 21Q: 3 clusters Score -78372.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -78375.265625 Penalty: 2453.280762
	Iteration 22Q: 3 clusters Score -78375.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78377.992188 Penalty: 2453.280762
	Iteration 23Q: 3 clusters Score -78377.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78378.992188 Penalty: 2453.280762
	Iteration 24Q: 3 clusters Score -78378.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -78379.101562 Penalty: 2453.280762
	Iteration 25Q: 3 clusters Score -78379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78379.609375 Penalty: 2453.280762
	Iteration 26Q: 3 clusters Score -78379.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78380.289062 Penalty: 2453.280762
	Iteration 27Q: 3 clusters Score -78380.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -78381.929688 Penalty: 2453.280762
	Iteration 28Q: 3 clusters Score -78381.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78382.140625 Penalty: 2453.280762
	Iteration 29Q: 3 clusters Score -78382.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78382.500000 Penalty: 2453.280762
	Iteration 30Q: 3 clusters Score -78382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78383.171875 Penalty: 2453.280762
	Iteration 31Q: 3 clusters Score -78383.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78383.539062 Penalty: 2453.280762
	Iteration 32Q: 3 clusters Score -78383.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -78384.984375 Penalty: 2453.280762
	Iteration 33Q: 3 clusters Score -78384.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78385.156250 Penalty: 2453.280762
	Iteration 34Q: 3 clusters Score -78385.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78385.156250 Penalty: 2453.280762
	Iteration 35F: 3 clusters Score -78385.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -81851.992188 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -81851.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -80140.679688 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -80140.68 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80540.335938 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -80540.34 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -80729.000000 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -80729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -80918.539062 Penalty: 2369.566650
	Iteration 3F: 3 clusters Score -80918.54 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81095.570312 Penalty: 2369.566650
	Iteration 4F: 3 clusters Score -81095.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81185.593750 Penalty: 2369.566650
	Iteration 5F: 3 clusters Score -81185.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81249.031250 Penalty: 2369.566650
	Iteration 6Q: 3 clusters Score -81249.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81293.210938 Penalty: 2369.566650
	Iteration 7Q: 3 clusters Score -81293.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81314.781250 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -81314.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81325.671875 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -81325.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81333.117188 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -81333.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81334.796875 Penalty: 2369.566650
	Iteration 11Q: 3 clusters Score -81334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81335.382812 Penalty: 2369.566650
	Iteration 12Q: 3 clusters Score -81335.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81336.406250 Penalty: 2369.566650
	Iteration 13Q: 3 clusters Score -81336.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81337.742188 Penalty: 2369.566650
	Iteration 14Q: 3 clusters Score -81337.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81339.437500 Penalty: 2369.566650
	Iteration 15Q: 3 clusters Score -81339.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81340.250000 Penalty: 2369.566650
	Iteration 16Q: 3 clusters Score -81340.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81340.250000 Penalty: 2369.566650
	Iteration 17F: 3 clusters Score -81340.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -65118.585938 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -65118.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63579.902344 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -63579.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63892.546875 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -63892.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -64074.851562 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -64074.85 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64241.542969 Penalty: 2287.033936
	Iteration 3F: 3 clusters Score -64241.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -64344.148438 Penalty: 2287.033936
	Iteration 4F: 3 clusters Score -64344.15 nChanged 47
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: -64395.308594 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -64395.31 nChanged 42
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: -64450.152344 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -64450.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -64504.742188 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -64504.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -64531.593750 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -64531.59 nChanged 14
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: -64546.406250 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -64546.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64560.871094 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -64560.87 nChanged 12
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: -64575.523438 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -64575.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -64593.183594 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -64593.18 nChanged 9
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: -64602.179688 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -64602.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -64606.296875 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -64606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -64608.484375 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -64608.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -64611.078125 Penalty: 2287.033936
	Iteration 16Q: 3 clusters Score -64611.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64611.882812 Penalty: 2287.033936
	Iteration 17Q: 3 clusters Score -64611.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64612.375000 Penalty: 2287.033936
	Iteration 18Q: 3 clusters Score -64612.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -64613.140625 Penalty: 2287.033936
	Iteration 19Q: 3 clusters Score -64613.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -64614.710938 Penalty: 2287.033936
	Iteration 20F: 3 clusters Score -64614.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -48582.906250 Penalty: 1095.909546
	Iteration 0F: 2 clusters Score -48582.91 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 429 members 
Entering Unmasked Estep 
Score: -47222.273438 Penalty: 2191.819092
	Iteration 0F: 3 clusters Score -47222.27 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47456.808594 Penalty: 2191.819092
	Iteration 1F: 3 clusters Score -47456.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47525.578125 Penalty: 2191.819092
	Iteration 2F: 3 clusters Score -47525.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47555.718750 Penalty: 2191.819092
	Iteration 3Q: 3 clusters Score -47555.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47572.941406 Penalty: 2191.819092
	Iteration 4Q: 3 clusters Score -47572.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47580.546875 Penalty: 2191.819092
	Iteration 5Q: 3 clusters Score -47580.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47587.578125 Penalty: 2191.819092
	Iteration 6Q: 3 clusters Score -47587.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47596.414062 Penalty: 2191.819092
	Iteration 7Q: 3 clusters Score -47596.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -47603.226562 Penalty: 2191.819092
	Iteration 8Q: 3 clusters Score -47603.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47611.796875 Penalty: 2191.819092
	Iteration 9Q: 3 clusters Score -47611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47615.734375 Penalty: 2191.819092
	Iteration 10Q: 3 clusters Score -47615.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47620.535156 Penalty: 2191.819092
	Iteration 11Q: 3 clusters Score -47620.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47625.128906 Penalty: 2191.819092
	Iteration 12Q: 3 clusters Score -47625.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47631.113281 Penalty: 2191.819092
	Iteration 13Q: 3 clusters Score -47631.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47634.406250 Penalty: 2191.819092
	Iteration 14Q: 3 clusters Score -47634.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47636.125000 Penalty: 2191.819092
	Iteration 15Q: 3 clusters Score -47636.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47636.125000 Penalty: 2191.819092
	Iteration 16F: 3 clusters Score -47636.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -101671.023438 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -101671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -99762.359375 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -99762.36 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -100143.695312 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -100143.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -100280.664062 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -100280.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -100366.976562 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -100367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100427.562500 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -100427.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100464.687500 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -100464.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -100495.679688 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -100495.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100518.726562 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -100518.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100536.539062 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -100536.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100551.976562 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -100552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100573.445312 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -100573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100591.742188 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -100591.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100609.570312 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -100609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100624.367188 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -100624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100644.046875 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -100644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100658.210938 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -100658.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100671.921875 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -100671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100679.953125 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -100680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100689.906250 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -100689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100700.546875 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -100700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100709.890625 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -100709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100721.140625 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -100721.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100728.507812 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -100728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100732.351562 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -100732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100735.898438 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -100735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100737.093750 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -100737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100738.109375 Penalty: 2425.033203
	Iteration 26Q: 3 clusters Score -100738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -100739.859375 Penalty: 2425.033203
	Iteration 27Q: 3 clusters Score -100739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -100743.945312 Penalty: 2425.033203
	Iteration 28Q: 3 clusters Score -100743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100748.179688 Penalty: 2425.033203
	Iteration 29Q: 3 clusters Score -100748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100750.687500 Penalty: 2425.033203
	Iteration 30Q: 3 clusters Score -100750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100751.304688 Penalty: 2425.033203
	Iteration 31Q: 3 clusters Score -100751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100751.515625 Penalty: 2425.033203
	Iteration 32Q: 3 clusters Score -100751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100752.257812 Penalty: 2425.033203
	Iteration 33Q: 3 clusters Score -100752.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100755.250000 Penalty: 2425.033203
	Iteration 34Q: 3 clusters Score -100755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100758.156250 Penalty: 2425.033203
	Iteration 35Q: 3 clusters Score -100758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100760.859375 Penalty: 2425.033203
	Iteration 36Q: 3 clusters Score -100760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100764.351562 Penalty: 2425.033203
	Iteration 37Q: 3 clusters Score -100764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100765.710938 Penalty: 2425.033203
	Iteration 38Q: 3 clusters Score -100765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100766.632812 Penalty: 2425.033203
	Iteration 39Q: 3 clusters Score -100766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100772.585938 Penalty: 2425.033203
	Iteration 40F: 3 clusters Score -100772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100774.687500 Penalty: 2425.033203
	Iteration 41Q: 3 clusters Score -100774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100775.921875 Penalty: 2425.033203
	Iteration 42Q: 3 clusters Score -100775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100775.921875 Penalty: 2425.033203
	Iteration 43F: 3 clusters Score -100775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -582039.437500 Penalty: 1517.100586
	Iteration 0F: 2 clusters Score -582039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -574031.812500 Penalty: 3034.201172
	Iteration 0F: 3 clusters Score -574031.8 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -577139.562500 Penalty: 3034.201172
	Iteration 1F: 3 clusters Score -577139.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -577759.062500 Penalty: 3034.201172
	Iteration 2F: 3 clusters Score -577759.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -578325.875000 Penalty: 3034.201172
	Iteration 3F: 3 clusters Score -578325.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -578822.250000 Penalty: 3034.201172
	Iteration 4F: 3 clusters Score -578822.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -579229.625000 Penalty: 3034.201172
	Iteration 5F: 3 clusters Score -579229.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -579539.625000 Penalty: 3034.201172
	Iteration 6Q: 3 clusters Score -579539.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -579773.687500 Penalty: 3034.201172
	Iteration 7Q: 3 clusters Score -579773.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -579928.187500 Penalty: 3034.201172
	Iteration 8Q: 3 clusters Score -579928.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -580038.750000 Penalty: 3034.201172
	Iteration 9Q: 3 clusters Score -580038.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -580099.812500 Penalty: 3034.201172
	Iteration 10Q: 3 clusters Score -580099.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -580150.125000 Penalty: 3034.201172
	Iteration 11Q: 3 clusters Score -580150.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -580191.125000 Penalty: 3034.201172
	Iteration 12Q: 3 clusters Score -580191.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -580222.312500 Penalty: 3034.201172
	Iteration 13Q: 3 clusters Score -580222.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -580249.375000 Penalty: 3034.201172
	Iteration 14Q: 3 clusters Score -580249.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -580262.750000 Penalty: 3034.201172
	Iteration 15Q: 3 clusters Score -580262.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -580276.937500 Penalty: 3034.201172
	Iteration 16Q: 3 clusters Score -580276.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -580289.875000 Penalty: 3034.201172
	Iteration 17Q: 3 clusters Score -580289.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -580300.312500 Penalty: 3034.201172
	Iteration 18Q: 3 clusters Score -580300.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -580306.000000 Penalty: 3034.201172
	Iteration 19Q: 3 clusters Score -580306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -580310.937500 Penalty: 3034.201172
	Iteration 20F: 3 clusters Score -580310.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -580317.375000 Penalty: 3034.201172
	Iteration 21Q: 3 clusters Score -580317.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -580323.750000 Penalty: 3034.201172
	Iteration 22Q: 3 clusters Score -580323.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -580328.687500 Penalty: 3034.201172
	Iteration 23Q: 3 clusters Score -580328.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -580331.062500 Penalty: 3034.201172
	Iteration 24Q: 3 clusters Score -580331.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -580338.000000 Penalty: 3034.201172
	Iteration 25Q: 3 clusters Score -580338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -580342.125000 Penalty: 3034.201172
	Iteration 26Q: 3 clusters Score -580342.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -580349.437500 Penalty: 3034.201172
	Iteration 27Q: 3 clusters Score -580349.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -580354.000000 Penalty: 3034.201172
	Iteration 28Q: 3 clusters Score -580354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -580358.437500 Penalty: 3034.201172
	Iteration 29Q: 3 clusters Score -580358.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -580363.500000 Penalty: 3034.201172
	Iteration 30Q: 3 clusters Score -580363.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -580368.937500 Penalty: 3034.201172
	Iteration 31Q: 3 clusters Score -580368.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -580374.625000 Penalty: 3034.201172
	Iteration 32Q: 3 clusters Score -580374.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -580377.937500 Penalty: 3034.201172
	Iteration 33Q: 3 clusters Score -580377.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -580381.562500 Penalty: 3034.201172
	Iteration 34Q: 3 clusters Score -580381.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -580386.625000 Penalty: 3034.201172
	Iteration 35Q: 3 clusters Score -580386.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -580392.062500 Penalty: 3034.201172
	Iteration 36Q: 3 clusters Score -580392.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -580395.875000 Penalty: 3034.201172
	Iteration 37Q: 3 clusters Score -580395.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -580397.500000 Penalty: 3034.201172
	Iteration 38Q: 3 clusters Score -580397.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -580401.312500 Penalty: 3034.201172
	Iteration 39Q: 3 clusters Score -580401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -580402.125000 Penalty: 3034.201172
	Iteration 40F: 3 clusters Score -580402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -580403.812500 Penalty: 3034.201172
	Iteration 41Q: 3 clusters Score -580403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -580405.750000 Penalty: 3034.201172
	Iteration 42Q: 3 clusters Score -580405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -580407.375000 Penalty: 3034.201172
	Iteration 43Q: 3 clusters Score -580407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -580409.500000 Penalty: 3034.201172
	Iteration 44Q: 3 clusters Score -580409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -580412.000000 Penalty: 3034.201172
	Iteration 45Q: 3 clusters Score -580412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -580415.125000 Penalty: 3034.201172
	Iteration 46Q: 3 clusters Score -580415.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -580418.687500 Penalty: 3034.201172
	Iteration 47Q: 3 clusters Score -580418.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -580422.187500 Penalty: 3034.201172
	Iteration 48Q: 3 clusters Score -580422.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -580425.437500 Penalty: 3034.201172
	Iteration 49Q: 3 clusters Score -580425.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -580429.750000 Penalty: 3034.201172
	Iteration 50Q: 3 clusters Score -580429.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -580433.062500 Penalty: 3034.201172
	Iteration 51Q: 3 clusters Score -580433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -580438.750000 Penalty: 3034.201172
	Iteration 52Q: 3 clusters Score -580438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -580442.375000 Penalty: 3034.201172
	Iteration 53Q: 3 clusters Score -580442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -580447.000000 Penalty: 3034.201172
	Iteration 54Q: 3 clusters Score -580447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -580453.125000 Penalty: 3034.201172
	Iteration 55Q: 3 clusters Score -580453.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -580459.750000 Penalty: 3034.201172
	Iteration 56Q: 3 clusters Score -580459.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -580466.375000 Penalty: 3034.201172
	Iteration 57Q: 3 clusters Score -580466.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -580469.250000 Penalty: 3034.201172
	Iteration 58Q: 3 clusters Score -580469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -580473.812500 Penalty: 3034.201172
	Iteration 59Q: 3 clusters Score -580473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -580476.687500 Penalty: 3034.201172
	Iteration 60F: 3 clusters Score -580476.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -580482.625000 Penalty: 3034.201172
	Iteration 61Q: 3 clusters Score -580482.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -580489.687500 Penalty: 3034.201172
	Iteration 62Q: 3 clusters Score -580489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -580500.625000 Penalty: 3034.201172
	Iteration 63Q: 3 clusters Score -580500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -580509.187500 Penalty: 3034.201172
	Iteration 64Q: 3 clusters Score -580509.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -580518.437500 Penalty: 3034.201172
	Iteration 65Q: 3 clusters Score -580518.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -580526.125000 Penalty: 3034.201172
	Iteration 66Q: 3 clusters Score -580526.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -580533.562500 Penalty: 3034.201172
	Iteration 67Q: 3 clusters Score -580533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -580537.312500 Penalty: 3034.201172
	Iteration 68Q: 3 clusters Score -580537.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -580546.187500 Penalty: 3034.201172
	Iteration 69Q: 3 clusters Score -580546.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -580552.437500 Penalty: 3034.201172
	Iteration 70Q: 3 clusters Score -580552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -580564.375000 Penalty: 3034.201172
	Iteration 71Q: 3 clusters Score -580564.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -580573.125000 Penalty: 3034.201172
	Iteration 72Q: 3 clusters Score -580573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -580582.750000 Penalty: 3034.201172
	Iteration 73Q: 3 clusters Score -580582.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -580590.312500 Penalty: 3034.201172
	Iteration 74Q: 3 clusters Score -580590.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -580599.375000 Penalty: 3034.201172
	Iteration 75Q: 3 clusters Score -580599.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -580611.562500 Penalty: 3034.201172
	Iteration 76Q: 3 clusters Score -580611.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -580625.562500 Penalty: 3034.201172
	Iteration 77Q: 3 clusters Score -580625.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -580634.375000 Penalty: 3034.201172
	Iteration 78Q: 3 clusters Score -580634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -580641.875000 Penalty: 3034.201172
	Iteration 79Q: 3 clusters Score -580641.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -580651.875000 Penalty: 3034.201172
	Iteration 80F: 3 clusters Score -580651.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -580662.062500 Penalty: 3034.201172
	Iteration 81Q: 3 clusters Score -580662.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -580671.000000 Penalty: 3034.201172
	Iteration 82Q: 3 clusters Score -580671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -580677.812500 Penalty: 3034.201172
	Iteration 83Q: 3 clusters Score -580677.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -580685.187500 Penalty: 3034.201172
	Iteration 84Q: 3 clusters Score -580685.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -580694.437500 Penalty: 3034.201172
	Iteration 85Q: 3 clusters Score -580694.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -580700.750000 Penalty: 3034.201172
	Iteration 86Q: 3 clusters Score -580700.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -580708.750000 Penalty: 3034.201172
	Iteration 87Q: 3 clusters Score -580708.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -580721.562500 Penalty: 3034.201172
	Iteration 88Q: 3 clusters Score -580721.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -580732.250000 Penalty: 3034.201172
	Iteration 89Q: 3 clusters Score -580732.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -580743.125000 Penalty: 3034.201172
	Iteration 90Q: 3 clusters Score -580743.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -580754.187500 Penalty: 3034.201172
	Iteration 91Q: 3 clusters Score -580754.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -580762.000000 Penalty: 3034.201172
	Iteration 92Q: 3 clusters Score -580762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -580769.250000 Penalty: 3034.201172
	Iteration 93Q: 3 clusters Score -580769.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -580780.187500 Penalty: 3034.201172
	Iteration 94Q: 3 clusters Score -580780.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -580788.687500 Penalty: 3034.201172
	Iteration 95Q: 3 clusters Score -580788.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -580794.875000 Penalty: 3034.201172
	Iteration 96Q: 3 clusters Score -580794.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -580803.937500 Penalty: 3034.201172
	Iteration 97Q: 3 clusters Score -580803.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -580808.562500 Penalty: 3034.201172
	Iteration 98Q: 3 clusters Score -580808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -580810.562500 Penalty: 3034.201172
	Iteration 99Q: 3 clusters Score -580810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -580813.937500 Penalty: 3034.201172
	Iteration 100F: 3 clusters Score -580813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -580817.875000 Penalty: 3034.201172
	Iteration 101Q: 3 clusters Score -580817.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -580824.250000 Penalty: 3034.201172
	Iteration 102Q: 3 clusters Score -580824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -580827.812500 Penalty: 3034.201172
	Iteration 103Q: 3 clusters Score -580827.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -580834.562500 Penalty: 3034.201172
	Iteration 104Q: 3 clusters Score -580834.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -580836.625000 Penalty: 3034.201172
	Iteration 105Q: 3 clusters Score -580836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -580843.187500 Penalty: 3034.201172
	Iteration 106Q: 3 clusters Score -580843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -580844.750000 Penalty: 3034.201172
	Iteration 107Q: 3 clusters Score -580844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -580846.250000 Penalty: 3034.201172
	Iteration 108Q: 3 clusters Score -580846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -580846.187500 Penalty: 3034.201172
	Iteration 109Q: 3 clusters Score -580846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -580848.062500 Penalty: 3034.201172
	Iteration 110Q: 3 clusters Score -580848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -580849.625000 Penalty: 3034.201172
	Iteration 111Q: 3 clusters Score -580849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -580853.187500 Penalty: 3034.201172
	Iteration 112Q: 3 clusters Score -580853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -580853.500000 Penalty: 3034.201172
	Iteration 113Q: 3 clusters Score -580853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -580853.812500 Penalty: 3034.201172
	Iteration 114Q: 3 clusters Score -580853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -580854.875000 Penalty: 3034.201172
	Iteration 115Q: 3 clusters Score -580854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -580854.875000 Penalty: 3034.201172
	Iteration 116F: 3 clusters Score -580854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -243770.375000 Penalty: 1369.892700
	Iteration 0F: 2 clusters Score -243770.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -240053.093750 Penalty: 2739.785400
	Iteration 0F: 3 clusters Score -240053.1 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -241110.031250 Penalty: 2739.785400
	Iteration 1F: 3 clusters Score -241110 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -241305.546875 Penalty: 2739.785400
	Iteration 2F: 3 clusters Score -241305.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -241439.359375 Penalty: 2739.785400
	Iteration 3F: 3 clusters Score -241439.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -241540.203125 Penalty: 2739.785400
	Iteration 4Q: 3 clusters Score -241540.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -241631.781250 Penalty: 2739.785400
	Iteration 5Q: 3 clusters Score -241631.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -241745.375000 Penalty: 2739.785400
	Iteration 6Q: 3 clusters Score -241745.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -241880.625000 Penalty: 2739.785400
	Iteration 7Q: 3 clusters Score -241880.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -242003.187500 Penalty: 2739.785400
	Iteration 8Q: 3 clusters Score -242003.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -242152.468750 Penalty: 2739.785400
	Iteration 9Q: 3 clusters Score -242152.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -242296.343750 Penalty: 2739.785400
	Iteration 10Q: 3 clusters Score -242296.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -242407.906250 Penalty: 2739.785400
	Iteration 11Q: 3 clusters Score -242407.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -242512.406250 Penalty: 2739.785400
	Iteration 12Q: 3 clusters Score -242512.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -242597.375000 Penalty: 2739.785400
	Iteration 13Q: 3 clusters Score -242597.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -242671.421875 Penalty: 2739.785400
	Iteration 14Q: 3 clusters Score -242671.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -242725.796875 Penalty: 2739.785400
	Iteration 15Q: 3 clusters Score -242725.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -242773.156250 Penalty: 2739.785400
	Iteration 16Q: 3 clusters Score -242773.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -242813.375000 Penalty: 2739.785400
	Iteration 17Q: 3 clusters Score -242813.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -242842.593750 Penalty: 2739.785400
	Iteration 18Q: 3 clusters Score -242842.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -242865.171875 Penalty: 2739.785400
	Iteration 19Q: 3 clusters Score -242865.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -242884.109375 Penalty: 2739.785400
	Iteration 20F: 3 clusters Score -242884.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -242897.750000 Penalty: 2739.785400
	Iteration 21Q: 3 clusters Score -242897.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -242907.906250 Penalty: 2739.785400
	Iteration 22Q: 3 clusters Score -242907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -242911.765625 Penalty: 2739.785400
	Iteration 23Q: 3 clusters Score -242911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -242915.078125 Penalty: 2739.785400
	Iteration 24Q: 3 clusters Score -242915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -242918.453125 Penalty: 2739.785400
	Iteration 25Q: 3 clusters Score -242918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -242920.203125 Penalty: 2739.785400
	Iteration 26Q: 3 clusters Score -242920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -242921.609375 Penalty: 2739.785400
	Iteration 27Q: 3 clusters Score -242921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -242922.109375 Penalty: 2739.785400
	Iteration 28Q: 3 clusters Score -242922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -242923.296875 Penalty: 2739.785400
	Iteration 29Q: 3 clusters Score -242923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -242923.343750 Penalty: 2739.785400
	Iteration 30Q: 3 clusters Score -242923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -242923.875000 Penalty: 2739.785400
	Iteration 31Q: 3 clusters Score -242923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -242924.125000 Penalty: 2739.785400
	Iteration 32Q: 3 clusters Score -242924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -242925.640625 Penalty: 2739.785400
	Iteration 33Q: 3 clusters Score -242925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -242927.046875 Penalty: 2739.785400
	Iteration 34Q: 3 clusters Score -242927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -242928.250000 Penalty: 2739.785400
	Iteration 35Q: 3 clusters Score -242928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -242928.765625 Penalty: 2739.785400
	Iteration 36Q: 3 clusters Score -242928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -242929.609375 Penalty: 2739.785400
	Iteration 37Q: 3 clusters Score -242929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -242929.734375 Penalty: 2739.785400
	Iteration 38Q: 3 clusters Score -242929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -242930.343750 Penalty: 2739.785400
	Iteration 39Q: 3 clusters Score -242930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -242930.953125 Penalty: 2739.785400
	Iteration 40F: 3 clusters Score -242931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -242932.203125 Penalty: 2739.785400
	Iteration 41Q: 3 clusters Score -242932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -242934.703125 Penalty: 2739.785400
	Iteration 42Q: 3 clusters Score -242934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -242935.343750 Penalty: 2739.785400
	Iteration 43Q: 3 clusters Score -242935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -242936.015625 Penalty: 2739.785400
	Iteration 44Q: 3 clusters Score -242936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -242936.406250 Penalty: 2739.785400
	Iteration 45Q: 3 clusters Score -242936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -242936.531250 Penalty: 2739.785400
	Iteration 46Q: 3 clusters Score -242936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -242936.531250 Penalty: 2739.785400
	Iteration 47F: 3 clusters Score -242936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -337074.156250 Penalty: 1408.134033
	Iteration 0F: 2 clusters Score -337074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -332635.531250 Penalty: 2816.268066
	Iteration 0F: 3 clusters Score -332635.5 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -334214.625000 Penalty: 2816.268066
	Iteration 1F: 3 clusters Score -334214.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -334736.093750 Penalty: 2816.268066
	Iteration 2F: 3 clusters Score -334736.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -335153.781250 Penalty: 2816.268066
	Iteration 3F: 3 clusters Score -335153.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -335497.156250 Penalty: 2816.268066
	Iteration 4F: 3 clusters Score -335497.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -335777.187500 Penalty: 2816.268066
	Iteration 5F: 3 clusters Score -335777.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -336040.343750 Penalty: 2816.268066
	Iteration 6F: 3 clusters Score -336040.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -336233.812500 Penalty: 2816.268066
	Iteration 7Q: 3 clusters Score -336233.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -336386.125000 Penalty: 2816.268066
	Iteration 8Q: 3 clusters Score -336386.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -336493.500000 Penalty: 2816.268066
	Iteration 9Q: 3 clusters Score -336493.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -336583.531250 Penalty: 2816.268066
	Iteration 10Q: 3 clusters Score -336583.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -336645.062500 Penalty: 2816.268066
	Iteration 11Q: 3 clusters Score -336645.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -336700.093750 Penalty: 2816.268066
	Iteration 12Q: 3 clusters Score -336700.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -336742.593750 Penalty: 2816.268066
	Iteration 13Q: 3 clusters Score -336742.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -336757.187500 Penalty: 2816.268066
	Iteration 14Q: 3 clusters Score -336757.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -336773.812500 Penalty: 2816.268066
	Iteration 15Q: 3 clusters Score -336773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -336788.093750 Penalty: 2816.268066
	Iteration 16Q: 3 clusters Score -336788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -336799.906250 Penalty: 2816.268066
	Iteration 17Q: 3 clusters Score -336799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -336810.437500 Penalty: 2816.268066
	Iteration 18Q: 3 clusters Score -336810.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -336815.843750 Penalty: 2816.268066
	Iteration 19Q: 3 clusters Score -336815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -336818.593750 Penalty: 2816.268066
	Iteration 20F: 3 clusters Score -336818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -336821.687500 Penalty: 2816.268066
	Iteration 21Q: 3 clusters Score -336821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -336824.468750 Penalty: 2816.268066
	Iteration 22Q: 3 clusters Score -336824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -336828.593750 Penalty: 2816.268066
	Iteration 23Q: 3 clusters Score -336828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -336828.656250 Penalty: 2816.268066
	Iteration 24Q: 3 clusters Score -336828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -336829.000000 Penalty: 2816.268066
	Iteration 25Q: 3 clusters Score -336829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -336829.593750 Penalty: 2816.268066
	Iteration 26Q: 3 clusters Score -336829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -336829.593750 Penalty: 2816.268066
	Iteration 27F: 3 clusters Score -336829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -158256.781250 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -158256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -155725.687500 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -155725.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -156364.250000 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -156364.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -156547.109375 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -156547.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -156685.578125 Penalty: 2580.689697
	Iteration 3F: 3 clusters Score -156685.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -156798.828125 Penalty: 2580.689697
	Iteration 4F: 3 clusters Score -156798.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -156928.421875 Penalty: 2580.689697
	Iteration 5Q: 3 clusters Score -156928.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -157059.765625 Penalty: 2580.689697
	Iteration 6Q: 3 clusters Score -157059.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -157151.156250 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -157151.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157222.953125 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -157223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -157291.921875 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -157291.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -157364.640625 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -157364.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -157439.203125 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -157439.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -157511.750000 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -157511.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -157603.156250 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -157603.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -157782.812500 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -157782.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -157969.312500 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -157969.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158043.640625 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -158043.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158102.453125 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -158102.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -158178.906250 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -158178.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -158268.921875 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -158268.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -158303.734375 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -158303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -158318.187500 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -158318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -158325.093750 Penalty: 2580.689697
	Iteration 22Q: 3 clusters Score -158325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -158330.234375 Penalty: 2580.689697
	Iteration 23Q: 3 clusters Score -158330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -158334.703125 Penalty: 2580.689697
	Iteration 24Q: 3 clusters Score -158334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -158337.609375 Penalty: 2580.689697
	Iteration 25Q: 3 clusters Score -158337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -158339.468750 Penalty: 2580.689697
	Iteration 26Q: 3 clusters Score -158339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -158340.015625 Penalty: 2580.689697
	Iteration 27Q: 3 clusters Score -158340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -158340.015625 Penalty: 2580.689697
	Iteration 28F: 3 clusters Score -158340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 1955 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67338 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25837 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 1678 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18446 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47318 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4238 members 
Mstep: Class 38 contains 1475 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 854 members 
Entering Unmasked Estep 
Score: -30937760.000000 Penalty: 98796.632812
Splitting cluster 10 changes total score from -30938554.000000 to -30937760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Entering Unmasked Estep 
Score: -678860.062500 Penalty: 1516.483154
	Iteration 0F: 2 clusters Score -678860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -670856.750000 Penalty: 3032.966309
	Iteration 0F: 3 clusters Score -670856.8 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -673561.375000 Penalty: 3032.966309
	Iteration 1F: 3 clusters Score -673561.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -673950.812500 Penalty: 3032.966309
	Iteration 2F: 3 clusters Score -673950.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -674360.937500 Penalty: 3032.966309
	Iteration 3F: 3 clusters Score -674360.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -674828.250000 Penalty: 3032.966309
	Iteration 4F: 3 clusters Score -674828.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -675389.437500 Penalty: 3032.966309
	Iteration 5F: 3 clusters Score -675389.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -675937.312500 Penalty: 3032.966309
	Iteration 6F: 3 clusters Score -675937.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -676379.500000 Penalty: 3032.966309
	Iteration 7F: 3 clusters Score -676379.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -676702.437500 Penalty: 3032.966309
	Iteration 8Q: 3 clusters Score -676702.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -676936.812500 Penalty: 3032.966309
	Iteration 9Q: 3 clusters Score -676936.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -677096.750000 Penalty: 3032.966309
	Iteration 10Q: 3 clusters Score -677096.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -677217.625000 Penalty: 3032.966309
	Iteration 11Q: 3 clusters Score -677217.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -677310.187500 Penalty: 3032.966309
	Iteration 12Q: 3 clusters Score -677310.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -677381.875000 Penalty: 3032.966309
	Iteration 13Q: 3 clusters Score -677381.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -677440.625000 Penalty: 3032.966309
	Iteration 14Q: 3 clusters Score -677440.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -677477.687500 Penalty: 3032.966309
	Iteration 15Q: 3 clusters Score -677477.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -677507.625000 Penalty: 3032.966309
	Iteration 16Q: 3 clusters Score -677507.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -677528.250000 Penalty: 3032.966309
	Iteration 17Q: 3 clusters Score -677528.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -677539.125000 Penalty: 3032.966309
	Iteration 18Q: 3 clusters Score -677539.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -677550.062500 Penalty: 3032.966309
	Iteration 19Q: 3 clusters Score -677550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -677562.625000 Penalty: 3032.966309
	Iteration 20F: 3 clusters Score -677562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -677565.000000 Penalty: 3032.966309
	Iteration 21Q: 3 clusters Score -677565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -677565.812500 Penalty: 3032.966309
	Iteration 22Q: 3 clusters Score -677565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -677569.062500 Penalty: 3032.966309
	Iteration 23Q: 3 clusters Score -677569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -677569.375000 Penalty: 3032.966309
	Iteration 24Q: 3 clusters Score -677569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -677569.312500 Penalty: 3032.966309
	Iteration 25Q: 3 clusters Score -677569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -677569.312500 Penalty: 3032.966309
	Iteration 26F: 3 clusters Score -677569.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Entering Unmasked Estep 
Score: -4775393.000000 Penalty: 1835.745239
	Iteration 0F: 2 clusters Score -4775393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4721536.500000 Penalty: 3671.490479
	Iteration 0F: 3 clusters Score -4721536 nChanged 38243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4743363.500000 Penalty: 3671.490479
	Iteration 1F: 3 clusters Score -4743364 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -4744045.000000 Penalty: 3671.490479
	Iteration 2Q: 3 clusters Score -4744045 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -4744726.000000 Penalty: 3671.490479
	Iteration 3Q: 3 clusters Score -4744726 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4745590.000000 Penalty: 3671.490479
	Iteration 4Q: 3 clusters Score -4745590 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -4746902.500000 Penalty: 3671.490479
	Iteration 5Q: 3 clusters Score -4746902 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -4748757.500000 Penalty: 3671.490479
	Iteration 6Q: 3 clusters Score -4748758 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -4751654.500000 Penalty: 3671.490479
	Iteration 7F: 3 clusters Score -4751654 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -4755464.500000 Penalty: 3671.490479
	Iteration 8F: 3 clusters Score -4755464 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -4759590.000000 Penalty: 3671.490479
	Iteration 9F: 3 clusters Score -4759590 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -4762820.000000 Penalty: 3671.490479
	Iteration 10F: 3 clusters Score -4762820 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -4765185.000000 Penalty: 3671.490479
	Iteration 11Q: 3 clusters Score -4765185 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -4767004.000000 Penalty: 3671.490479
	Iteration 12Q: 3 clusters Score -4767004 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -4768478.000000 Penalty: 3671.490479
	Iteration 13Q: 3 clusters Score -4768478 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -4769653.500000 Penalty: 3671.490479
	Iteration 14Q: 3 clusters Score -4769654 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -4770696.500000 Penalty: 3671.490479
	Iteration 15Q: 3 clusters Score -4770696 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -4771541.000000 Penalty: 3671.490479
	Iteration 16Q: 3 clusters Score -4771541 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -4772224.000000 Penalty: 3671.490479
	Iteration 17Q: 3 clusters Score -4772224 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -4772692.500000 Penalty: 3671.490479
	Iteration 18Q: 3 clusters Score -4772692 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -4773094.500000 Penalty: 3671.490479
	Iteration 19Q: 3 clusters Score -4773094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -4773365.000000 Penalty: 3671.490479
	Iteration 20F: 3 clusters Score -4773365 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -4773509.000000 Penalty: 3671.490479
	Iteration 21Q: 3 clusters Score -4773509 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -4773581.000000 Penalty: 3671.490479
	Iteration 22Q: 3 clusters Score -4773581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -4773635.500000 Penalty: 3671.490479
	Iteration 23Q: 3 clusters Score -4773636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -4773679.500000 Penalty: 3671.490479
	Iteration 24Q: 3 clusters Score -4773680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -4773721.500000 Penalty: 3671.490479
	Iteration 25Q: 3 clusters Score -4773722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -4773741.000000 Penalty: 3671.490479
	Iteration 26Q: 3 clusters Score -4773741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -4773750.000000 Penalty: 3671.490479
	Iteration 27Q: 3 clusters Score -4773750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -4773761.000000 Penalty: 3671.490479
	Iteration 28Q: 3 clusters Score -4773761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -4773766.500000 Penalty: 3671.490479
	Iteration 29Q: 3 clusters Score -4773766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -4773774.000000 Penalty: 3671.490479
	Iteration 30Q: 3 clusters Score -4773774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -4773778.000000 Penalty: 3671.490479
	Iteration 31Q: 3 clusters Score -4773778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -4773781.500000 Penalty: 3671.490479
	Iteration 32Q: 3 clusters Score -4773782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -4773779.000000 Penalty: 3671.490479
	Iteration 33Q: 3 clusters Score -4773779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -4773782.500000 Penalty: 3671.490479
	Iteration 34Q: 3 clusters Score -4773782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -4773782.500000 Penalty: 3671.490479
	Iteration 35Q: 3 clusters Score -4773782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -4773782.500000 Penalty: 3671.490479
	Iteration 36F: 3 clusters Score -4773782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -211970.000000 Penalty: 1327.056274
	Iteration 0F: 2 clusters Score -211970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -208926.281250 Penalty: 2654.112549
	Iteration 0F: 3 clusters Score -208926.3 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -209839.937500 Penalty: 2654.112549
	Iteration 1F: 3 clusters Score -209839.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -210171.109375 Penalty: 2654.112549
	Iteration 2F: 3 clusters Score -210171.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -210511.437500 Penalty: 2654.112549
	Iteration 3F: 3 clusters Score -210511.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210815.906250 Penalty: 2654.112549
	Iteration 4F: 3 clusters Score -210815.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -211089.703125 Penalty: 2654.112549
	Iteration 5F: 3 clusters Score -211089.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -211253.953125 Penalty: 2654.112549
	Iteration 6F: 3 clusters Score -211254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -211368.265625 Penalty: 2654.112549
	Iteration 7Q: 3 clusters Score -211368.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -211433.937500 Penalty: 2654.112549
	Iteration 8Q: 3 clusters Score -211433.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211471.468750 Penalty: 2654.112549
	Iteration 9Q: 3 clusters Score -211471.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -211491.500000 Penalty: 2654.112549
	Iteration 10Q: 3 clusters Score -211491.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -211503.421875 Penalty: 2654.112549
	Iteration 11Q: 3 clusters Score -211503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -211515.171875 Penalty: 2654.112549
	Iteration 12Q: 3 clusters Score -211515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -211522.968750 Penalty: 2654.112549
	Iteration 13Q: 3 clusters Score -211523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -211531.609375 Penalty: 2654.112549
	Iteration 14Q: 3 clusters Score -211531.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211536.921875 Penalty: 2654.112549
	Iteration 15Q: 3 clusters Score -211536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211545.375000 Penalty: 2654.112549
	Iteration 16Q: 3 clusters Score -211545.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -211551.078125 Penalty: 2654.112549
	Iteration 17Q: 3 clusters Score -211551.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211554.453125 Penalty: 2654.112549
	Iteration 18Q: 3 clusters Score -211554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211558.843750 Penalty: 2654.112549
	Iteration 19Q: 3 clusters Score -211558.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -211565.156250 Penalty: 2654.112549
	Iteration 20F: 3 clusters Score -211565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -211568.921875 Penalty: 2654.112549
	Iteration 21Q: 3 clusters Score -211568.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -211572.765625 Penalty: 2654.112549
	Iteration 22Q: 3 clusters Score -211572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -211575.015625 Penalty: 2654.112549
	Iteration 23Q: 3 clusters Score -211575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -211577.062500 Penalty: 2654.112549
	Iteration 24Q: 3 clusters Score -211577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -211577.453125 Penalty: 2654.112549
	Iteration 25Q: 3 clusters Score -211577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -211580.562500 Penalty: 2654.112549
	Iteration 26Q: 3 clusters Score -211580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -211582.125000 Penalty: 2654.112549
	Iteration 27Q: 3 clusters Score -211582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -211583.000000 Penalty: 2654.112549
	Iteration 28Q: 3 clusters Score -211583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -211584.125000 Penalty: 2654.112549
	Iteration 29Q: 3 clusters Score -211584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -211585.781250 Penalty: 2654.112549
	Iteration 30Q: 3 clusters Score -211585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -211586.437500 Penalty: 2654.112549
	Iteration 31Q: 3 clusters Score -211586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -211587.484375 Penalty: 2654.112549
	Iteration 32Q: 3 clusters Score -211587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -211587.484375 Penalty: 2654.112549
	Iteration 33F: 3 clusters Score -211587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Entering Unmasked Estep 
Score: -4085394.500000 Penalty: 1806.590576
	Iteration 0F: 2 clusters Score -4085394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4040451.500000 Penalty: 3613.181152
	Iteration 0F: 3 clusters Score -4040452 nChanged 31970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4058963.000000 Penalty: 3613.181152
	Iteration 1F: 3 clusters Score -4058963 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4060002.000000 Penalty: 3613.181152
	Iteration 2Q: 3 clusters Score -4060002 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4061323.750000 Penalty: 3613.181152
	Iteration 3Q: 3 clusters Score -4061324 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4063138.500000 Penalty: 3613.181152
	Iteration 4F: 3 clusters Score -4063138 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -4065434.000000 Penalty: 3613.181152
	Iteration 5F: 3 clusters Score -4065434 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -4068234.000000 Penalty: 3613.181152
	Iteration 6F: 3 clusters Score -4068234 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -4071323.000000 Penalty: 3613.181152
	Iteration 7F: 3 clusters Score -4071323 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -4074293.250000 Penalty: 3613.181152
	Iteration 8F: 3 clusters Score -4074293 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -4076968.500000 Penalty: 3613.181152
	Iteration 9F: 3 clusters Score -4076968 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -4079213.500000 Penalty: 3613.181152
	Iteration 10Q: 3 clusters Score -4079214 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -4081035.000000 Penalty: 3613.181152
	Iteration 11Q: 3 clusters Score -4081035 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -4082263.250000 Penalty: 3613.181152
	Iteration 12Q: 3 clusters Score -4082263 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -4082947.750000 Penalty: 3613.181152
	Iteration 13Q: 3 clusters Score -4082948 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -4083324.500000 Penalty: 3613.181152
	Iteration 14Q: 3 clusters Score -4083324 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -4083501.500000 Penalty: 3613.181152
	Iteration 15Q: 3 clusters Score -4083502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -4083611.500000 Penalty: 3613.181152
	Iteration 16Q: 3 clusters Score -4083612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -4083672.250000 Penalty: 3613.181152
	Iteration 17Q: 3 clusters Score -4083672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -4083708.750000 Penalty: 3613.181152
	Iteration 18Q: 3 clusters Score -4083709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -4083728.250000 Penalty: 3613.181152
	Iteration 19Q: 3 clusters Score -4083728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -4083757.500000 Penalty: 3613.181152
	Iteration 20F: 3 clusters Score -4083758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -4083770.750000 Penalty: 3613.181152
	Iteration 21Q: 3 clusters Score -4083771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -4083783.000000 Penalty: 3613.181152
	Iteration 22Q: 3 clusters Score -4083783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -4083794.500000 Penalty: 3613.181152
	Iteration 23Q: 3 clusters Score -4083794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -4083804.500000 Penalty: 3613.181152
	Iteration 24Q: 3 clusters Score -4083804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -4083808.750000 Penalty: 3613.181152
	Iteration 25Q: 3 clusters Score -4083809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -4083809.500000 Penalty: 3613.181152
	Iteration 26Q: 3 clusters Score -4083810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -4083818.750000 Penalty: 3613.181152
	Iteration 27Q: 3 clusters Score -4083819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -4083823.250000 Penalty: 3613.181152
	Iteration 28Q: 3 clusters Score -4083823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -4083819.750000 Penalty: 3613.181152
	Iteration 29Q: 3 clusters Score -4083820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -4083827.000000 Penalty: 3613.181152
	Iteration 30Q: 3 clusters Score -4083827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -4083826.000000 Penalty: 3613.181152
	Iteration 31Q: 3 clusters Score -4083826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -4083827.500000 Penalty: 3613.181152
	Iteration 32Q: 3 clusters Score -4083828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -4083828.500000 Penalty: 3613.181152
	Iteration 33Q: 3 clusters Score -4083828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -4083831.500000 Penalty: 3613.181152
	Iteration 34Q: 3 clusters Score -4083832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -4083831.500000 Penalty: 3613.181152
	Iteration 35F: 3 clusters Score -4083832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Entering Unmasked Estep 
Score: -471435.281250 Penalty: 1453.064819
	Iteration 0F: 2 clusters Score -471435.3 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 3793 members 
Entering Unmasked Estep 
Score: -465794.875000 Penalty: 2906.129639
	Iteration 0F: 3 clusters Score -465794.9 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -467550.875000 Penalty: 2906.129639
	Iteration 1F: 3 clusters Score -467550.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -467788.625000 Penalty: 2906.129639
	Iteration 2F: 3 clusters Score -467788.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -467940.750000 Penalty: 2906.129639
	Iteration 3Q: 3 clusters Score -467940.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -468077.812500 Penalty: 2906.129639
	Iteration 4Q: 3 clusters Score -468077.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -468226.875000 Penalty: 2906.129639
	Iteration 5Q: 3 clusters Score -468226.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -468382.031250 Penalty: 2906.129639
	Iteration 6Q: 3 clusters Score -468382 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -468533.843750 Penalty: 2906.129639
	Iteration 7Q: 3 clusters Score -468533.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -468685.062500 Penalty: 2906.129639
	Iteration 8Q: 3 clusters Score -468685.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -468834.906250 Penalty: 2906.129639
	Iteration 9Q: 3 clusters Score -468834.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -468959.875000 Penalty: 2906.129639
	Iteration 10Q: 3 clusters Score -468959.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -469075.500000 Penalty: 2906.129639
	Iteration 11Q: 3 clusters Score -469075.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -469187.218750 Penalty: 2906.129639
	Iteration 12Q: 3 clusters Score -469187.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -469295.343750 Penalty: 2906.129639
	Iteration 13Q: 3 clusters Score -469295.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -469389.687500 Penalty: 2906.129639
	Iteration 14Q: 3 clusters Score -469389.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -469479.187500 Penalty: 2906.129639
	Iteration 15Q: 3 clusters Score -469479.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -469540.875000 Penalty: 2906.129639
	Iteration 16Q: 3 clusters Score -469540.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -469576.000000 Penalty: 2906.129639
	Iteration 17Q: 3 clusters Score -469576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -469601.562500 Penalty: 2906.129639
	Iteration 18Q: 3 clusters Score -469601.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -469618.625000 Penalty: 2906.129639
	Iteration 19Q: 3 clusters Score -469618.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -469639.406250 Penalty: 2906.129639
	Iteration 20F: 3 clusters Score -469639.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -469656.437500 Penalty: 2906.129639
	Iteration 21Q: 3 clusters Score -469656.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -469670.656250 Penalty: 2906.129639
	Iteration 22Q: 3 clusters Score -469670.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -469680.093750 Penalty: 2906.129639
	Iteration 23Q: 3 clusters Score -469680.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -469688.062500 Penalty: 2906.129639
	Iteration 24Q: 3 clusters Score -469688.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -469696.250000 Penalty: 2906.129639
	Iteration 25Q: 3 clusters Score -469696.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -469704.343750 Penalty: 2906.129639
	Iteration 26Q: 3 clusters Score -469704.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -469710.500000 Penalty: 2906.129639
	Iteration 27Q: 3 clusters Score -469710.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -469716.343750 Penalty: 2906.129639
	Iteration 28Q: 3 clusters Score -469716.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -469718.625000 Penalty: 2906.129639
	Iteration 29Q: 3 clusters Score -469718.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -469723.343750 Penalty: 2906.129639
	Iteration 30Q: 3 clusters Score -469723.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -469727.437500 Penalty: 2906.129639
	Iteration 31Q: 3 clusters Score -469727.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -469732.687500 Penalty: 2906.129639
	Iteration 32Q: 3 clusters Score -469732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -469736.312500 Penalty: 2906.129639
	Iteration 33Q: 3 clusters Score -469736.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -469737.625000 Penalty: 2906.129639
	Iteration 34Q: 3 clusters Score -469737.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -469740.687500 Penalty: 2906.129639
	Iteration 35Q: 3 clusters Score -469740.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -469742.750000 Penalty: 2906.129639
	Iteration 36Q: 3 clusters Score -469742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -469743.875000 Penalty: 2906.129639
	Iteration 37Q: 3 clusters Score -469743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -469746.062500 Penalty: 2906.129639
	Iteration 38Q: 3 clusters Score -469746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -469746.406250 Penalty: 2906.129639
	Iteration 39Q: 3 clusters Score -469746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -469746.218750 Penalty: 2906.129639
	Iteration 40F: 3 clusters Score -469746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -469748.406250 Penalty: 2906.129639
	Iteration 41Q: 3 clusters Score -469748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -469749.437500 Penalty: 2906.129639
	Iteration 42Q: 3 clusters Score -469749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -469749.625000 Penalty: 2906.129639
	Iteration 43Q: 3 clusters Score -469749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -469751.281250 Penalty: 2906.129639
	Iteration 44Q: 3 clusters Score -469751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -469751.281250 Penalty: 2906.129639
	Iteration 45F: 3 clusters Score -469751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -113780.304688 Penalty: 1280.569336
	Iteration 0F: 2 clusters Score -113780.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -111290.210938 Penalty: 2561.138672
	Iteration 0F: 3 clusters Score -111290.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -112099.898438 Penalty: 2561.138672
	Iteration 1F: 3 clusters Score -112099.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -112462.921875 Penalty: 2561.138672
	Iteration 2F: 3 clusters Score -112462.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -112720.218750 Penalty: 2561.138672
	Iteration 3F: 3 clusters Score -112720.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -112920.632812 Penalty: 2561.138672
	Iteration 4F: 3 clusters Score -112920.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -113042.343750 Penalty: 2561.138672
	Iteration 5F: 3 clusters Score -113042.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -113122.156250 Penalty: 2561.138672
	Iteration 6Q: 3 clusters Score -113122.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -113180.617188 Penalty: 2561.138672
	Iteration 7Q: 3 clusters Score -113180.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113236.468750 Penalty: 2561.138672
	Iteration 8Q: 3 clusters Score -113236.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113272.703125 Penalty: 2561.138672
	Iteration 9Q: 3 clusters Score -113272.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113305.351562 Penalty: 2561.138672
	Iteration 10Q: 3 clusters Score -113305.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113324.875000 Penalty: 2561.138672
	Iteration 11Q: 3 clusters Score -113324.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113339.984375 Penalty: 2561.138672
	Iteration 12Q: 3 clusters Score -113340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113348.382812 Penalty: 2561.138672
	Iteration 13Q: 3 clusters Score -113348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113358.273438 Penalty: 2561.138672
	Iteration 14Q: 3 clusters Score -113358.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113370.710938 Penalty: 2561.138672
	Iteration 15Q: 3 clusters Score -113370.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113387.710938 Penalty: 2561.138672
	Iteration 16Q: 3 clusters Score -113387.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113403.445312 Penalty: 2561.138672
	Iteration 17Q: 3 clusters Score -113403.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113415.289062 Penalty: 2561.138672
	Iteration 18Q: 3 clusters Score -113415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113429.781250 Penalty: 2561.138672
	Iteration 19Q: 3 clusters Score -113429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113441.789062 Penalty: 2561.138672
	Iteration 20F: 3 clusters Score -113441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113452.875000 Penalty: 2561.138672
	Iteration 21Q: 3 clusters Score -113452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113460.632812 Penalty: 2561.138672
	Iteration 22Q: 3 clusters Score -113460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113465.054688 Penalty: 2561.138672
	Iteration 23Q: 3 clusters Score -113465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113476.265625 Penalty: 2561.138672
	Iteration 24Q: 3 clusters Score -113476.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113486.312500 Penalty: 2561.138672
	Iteration 25Q: 3 clusters Score -113486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113495.867188 Penalty: 2561.138672
	Iteration 26Q: 3 clusters Score -113495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113504.390625 Penalty: 2561.138672
	Iteration 27Q: 3 clusters Score -113504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113511.250000 Penalty: 2561.138672
	Iteration 28Q: 3 clusters Score -113511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113520.070312 Penalty: 2561.138672
	Iteration 29Q: 3 clusters Score -113520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113524.445312 Penalty: 2561.138672
	Iteration 30Q: 3 clusters Score -113524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113528.304688 Penalty: 2561.138672
	Iteration 31Q: 3 clusters Score -113528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113534.500000 Penalty: 2561.138672
	Iteration 32Q: 3 clusters Score -113534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113538.695312 Penalty: 2561.138672
	Iteration 33Q: 3 clusters Score -113538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113545.898438 Penalty: 2561.138672
	Iteration 34Q: 3 clusters Score -113545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113549.203125 Penalty: 2561.138672
	Iteration 35Q: 3 clusters Score -113549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113551.914062 Penalty: 2561.138672
	Iteration 36Q: 3 clusters Score -113551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113555.234375 Penalty: 2561.138672
	Iteration 37Q: 3 clusters Score -113555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113555.234375 Penalty: 2561.138672
	Iteration 38F: 3 clusters Score -113555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -85962.023438 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -85962.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84224.523438 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -84224.52 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -84738.437500 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -84738.44 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -85047.867188 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -85047.87 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -85379.375000 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -85379.38 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -85604.359375 Penalty: 2384.927490
	Iteration 4F: 3 clusters Score -85604.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -85710.656250 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -85710.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -85757.187500 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -85757.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -85774.539062 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -85774.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -85779.148438 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -85779.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -85779.820312 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -85779.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -85780.398438 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -85780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -85780.398438 Penalty: 2384.927490
	Iteration 11F: 3 clusters Score -85780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -231726.640625 Penalty: 1344.541626
	Iteration 0F: 2 clusters Score -231726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -228445.671875 Penalty: 2689.083252
	Iteration 0F: 3 clusters Score -228445.7 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -229336.953125 Penalty: 2689.083252
	Iteration 1F: 3 clusters Score -229337 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -229523.203125 Penalty: 2689.083252
	Iteration 2F: 3 clusters Score -229523.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -229647.125000 Penalty: 2689.083252
	Iteration 3F: 3 clusters Score -229647.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -229777.031250 Penalty: 2689.083252
	Iteration 4Q: 3 clusters Score -229777 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -229890.703125 Penalty: 2689.083252
	Iteration 5Q: 3 clusters Score -229890.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -229991.843750 Penalty: 2689.083252
	Iteration 6Q: 3 clusters Score -229991.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -230091.734375 Penalty: 2689.083252
	Iteration 7Q: 3 clusters Score -230091.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -230197.953125 Penalty: 2689.083252
	Iteration 8Q: 3 clusters Score -230198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -230272.312500 Penalty: 2689.083252
	Iteration 9Q: 3 clusters Score -230272.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -230347.859375 Penalty: 2689.083252
	Iteration 10Q: 3 clusters Score -230347.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -230414.734375 Penalty: 2689.083252
	Iteration 11Q: 3 clusters Score -230414.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -230481.609375 Penalty: 2689.083252
	Iteration 12Q: 3 clusters Score -230481.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -230548.890625 Penalty: 2689.083252
	Iteration 13Q: 3 clusters Score -230548.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -230621.921875 Penalty: 2689.083252
	Iteration 14Q: 3 clusters Score -230621.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -230707.125000 Penalty: 2689.083252
	Iteration 15Q: 3 clusters Score -230707.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -230786.875000 Penalty: 2689.083252
	Iteration 16Q: 3 clusters Score -230786.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -230862.625000 Penalty: 2689.083252
	Iteration 17Q: 3 clusters Score -230862.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -230927.796875 Penalty: 2689.083252
	Iteration 18Q: 3 clusters Score -230927.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -230956.562500 Penalty: 2689.083252
	Iteration 19Q: 3 clusters Score -230956.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -230974.218750 Penalty: 2689.083252
	Iteration 20F: 3 clusters Score -230974.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -230984.531250 Penalty: 2689.083252
	Iteration 21Q: 3 clusters Score -230984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -230987.484375 Penalty: 2689.083252
	Iteration 22Q: 3 clusters Score -230987.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -230989.312500 Penalty: 2689.083252
	Iteration 23Q: 3 clusters Score -230989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -230991.078125 Penalty: 2689.083252
	Iteration 24Q: 3 clusters Score -230991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -230992.875000 Penalty: 2689.083252
	Iteration 25Q: 3 clusters Score -230992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -230996.625000 Penalty: 2689.083252
	Iteration 26Q: 3 clusters Score -230996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -230998.625000 Penalty: 2689.083252
	Iteration 27Q: 3 clusters Score -230998.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -231001.265625 Penalty: 2689.083252
	Iteration 28Q: 3 clusters Score -231001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -231003.031250 Penalty: 2689.083252
	Iteration 29Q: 3 clusters Score -231003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -231005.125000 Penalty: 2689.083252
	Iteration 30Q: 3 clusters Score -231005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -231007.390625 Penalty: 2689.083252
	Iteration 31Q: 3 clusters Score -231007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -231008.015625 Penalty: 2689.083252
	Iteration 32Q: 3 clusters Score -231008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -231008.593750 Penalty: 2689.083252
	Iteration 33Q: 3 clusters Score -231008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -231009.578125 Penalty: 2689.083252
	Iteration 34Q: 3 clusters Score -231009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -231009.578125 Penalty: 2689.083252
	Iteration 35F: 3 clusters Score -231009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Entering Unmasked Estep 
Score: -1568621.625000 Penalty: 1650.928955
	Iteration 0F: 2 clusters Score -1568622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1551230.625000 Penalty: 3301.857910
	Iteration 0F: 3 clusters Score -1551231 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1557803.125000 Penalty: 3301.857910
	Iteration 1F: 3 clusters Score -1557803 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1558347.875000 Penalty: 3301.857910
	Iteration 2F: 3 clusters Score -1558348 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1559089.000000 Penalty: 3301.857910
	Iteration 3F: 3 clusters Score -1559089 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1560144.250000 Penalty: 3301.857910
	Iteration 4F: 3 clusters Score -1560144 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1561473.250000 Penalty: 3301.857910
	Iteration 5F: 3 clusters Score -1561473 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1563098.125000 Penalty: 3301.857910
	Iteration 6F: 3 clusters Score -1563098 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -1564695.250000 Penalty: 3301.857910
	Iteration 7F: 3 clusters Score -1564695 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -1565804.500000 Penalty: 3301.857910
	Iteration 8Q: 3 clusters Score -1565804 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -1566458.625000 Penalty: 3301.857910
	Iteration 9Q: 3 clusters Score -1566459 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -1566789.250000 Penalty: 3301.857910
	Iteration 10Q: 3 clusters Score -1566789 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -1566964.875000 Penalty: 3301.857910
	Iteration 11Q: 3 clusters Score -1566965 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -1567049.250000 Penalty: 3301.857910
	Iteration 12Q: 3 clusters Score -1567049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -1567120.750000 Penalty: 3301.857910
	Iteration 13Q: 3 clusters Score -1567121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -1567163.125000 Penalty: 3301.857910
	Iteration 14Q: 3 clusters Score -1567163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -1567192.125000 Penalty: 3301.857910
	Iteration 15Q: 3 clusters Score -1567192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -1567207.750000 Penalty: 3301.857910
	Iteration 16Q: 3 clusters Score -1567208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -1567220.625000 Penalty: 3301.857910
	Iteration 17Q: 3 clusters Score -1567221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -1567224.625000 Penalty: 3301.857910
	Iteration 18Q: 3 clusters Score -1567225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -1567229.750000 Penalty: 3301.857910
	Iteration 19Q: 3 clusters Score -1567230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -1567233.375000 Penalty: 3301.857910
	Iteration 20F: 3 clusters Score -1567233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -1567237.625000 Penalty: 3301.857910
	Iteration 21Q: 3 clusters Score -1567238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1567240.125000 Penalty: 3301.857910
	Iteration 22Q: 3 clusters Score -1567240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1567239.250000 Penalty: 3301.857910
	Iteration 23Q: 3 clusters Score -1567239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1567239.250000 Penalty: 3301.857910
	Iteration 24F: 3 clusters Score -1567239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -587142.375000 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -587142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -580214.062500 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -580214.1 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -582416.375000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -582416.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -582661.937500 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -582661.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -582881.750000 Penalty: 2984.331299
	Iteration 3Q: 3 clusters Score -582881.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -583082.125000 Penalty: 2984.331299
	Iteration 4Q: 3 clusters Score -583082.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -583302.125000 Penalty: 2984.331299
	Iteration 5Q: 3 clusters Score -583302.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -583554.500000 Penalty: 2984.331299
	Iteration 6Q: 3 clusters Score -583554.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -583865.187500 Penalty: 2984.331299
	Iteration 7F: 3 clusters Score -583865.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -584266.625000 Penalty: 2984.331299
	Iteration 8F: 3 clusters Score -584266.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -584673.437500 Penalty: 2984.331299
	Iteration 9F: 3 clusters Score -584673.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -585060.687500 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -585060.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -585371.187500 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -585371.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -585602.937500 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -585602.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -585792.125000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -585792.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -585935.687500 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -585935.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -586023.062500 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -586023.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -586087.625000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -586087.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -586138.437500 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -586138.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -586180.937500 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -586180.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -586218.375000 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -586218.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -586268.562500 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -586268.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -586303.000000 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -586303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -586339.687500 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -586339.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -586354.937500 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -586354.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -586366.187500 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -586366.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -586378.937500 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -586378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -586385.562500 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -586385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -586392.250000 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -586392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -586397.875000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -586397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -586401.250000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -586401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -586405.250000 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -586405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -586408.875000 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -586408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -586411.187500 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -586411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -586411.187500 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -586411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -586411.812500 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -586411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -586411.812500 Penalty: 2984.331299
	Iteration 35F: 3 clusters Score -586411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -94256.054688 Penalty: 1206.620605
	Iteration 0F: 2 clusters Score -94256.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92376.531250 Penalty: 2413.241211
	Iteration 0F: 3 clusters Score -92376.53 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -92766.875000 Penalty: 2413.241211
	Iteration 1F: 3 clusters Score -92766.88 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92869.281250 Penalty: 2413.241211
	Iteration 2F: 3 clusters Score -92869.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92925.109375 Penalty: 2413.241211
	Iteration 3Q: 3 clusters Score -92925.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92963.445312 Penalty: 2413.241211
	Iteration 4Q: 3 clusters Score -92963.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92988.257812 Penalty: 2413.241211
	Iteration 5Q: 3 clusters Score -92988.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93016.765625 Penalty: 2413.241211
	Iteration 6Q: 3 clusters Score -93016.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -93044.664062 Penalty: 2413.241211
	Iteration 7Q: 3 clusters Score -93044.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -93068.343750 Penalty: 2413.241211
	Iteration 8Q: 3 clusters Score -93068.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -93101.578125 Penalty: 2413.241211
	Iteration 9Q: 3 clusters Score -93101.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -93133.953125 Penalty: 2413.241211
	Iteration 10Q: 3 clusters Score -93133.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -93157.117188 Penalty: 2413.241211
	Iteration 11Q: 3 clusters Score -93157.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93175.968750 Penalty: 2413.241211
	Iteration 12Q: 3 clusters Score -93175.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -93205.031250 Penalty: 2413.241211
	Iteration 13Q: 3 clusters Score -93205.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -93247.960938 Penalty: 2413.241211
	Iteration 14Q: 3 clusters Score -93247.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93298.562500 Penalty: 2413.241211
	Iteration 15Q: 3 clusters Score -93298.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -93370.875000 Penalty: 2413.241211
	Iteration 16Q: 3 clusters Score -93370.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93472.437500 Penalty: 2413.241211
	Iteration 17Q: 3 clusters Score -93472.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93697.296875 Penalty: 2413.241211
	Iteration 18Q: 3 clusters Score -93697.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -93969.710938 Penalty: 2413.241211
	Iteration 19F: 3 clusters Score -93969.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -94118.726562 Penalty: 2413.241211
	Iteration 20F: 3 clusters Score -94118.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -94192.125000 Penalty: 2413.241211
	Iteration 21Q: 3 clusters Score -94192.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -94239.187500 Penalty: 2413.241211
	Iteration 22Q: 3 clusters Score -94239.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -94270.265625 Penalty: 2413.241211
	Iteration 23Q: 3 clusters Score -94270.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -94290.640625 Penalty: 2413.241211
	Iteration 24Q: 3 clusters Score -94290.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -94303.625000 Penalty: 2413.241211
	Iteration 25Q: 3 clusters Score -94303.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -94311.750000 Penalty: 2413.241211
	Iteration 26Q: 3 clusters Score -94311.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94320.945312 Penalty: 2413.241211
	Iteration 27Q: 3 clusters Score -94320.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -94326.835938 Penalty: 2413.241211
	Iteration 28Q: 3 clusters Score -94326.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -94327.250000 Penalty: 2413.241211
	Iteration 29Q: 3 clusters Score -94327.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -94327.250000 Penalty: 2413.241211
	Iteration 30F: 3 clusters Score -94327.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 67338 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 25837 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 18446 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 19689 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 47318 members 
Mstep: Class 36 contains 1702 members 
Mstep: Class 37 contains 4238 members 
Mstep: Class 38 contains 1475 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 66478 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 972 members 
Entering Unmasked Estep 
Score: -30937688.000000 Penalty: 98796.632812
Splitting cluster 21 changes total score from -30938554.000000 to -30937688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -147390.265625 Penalty: 1287.838135
	Iteration 0F: 2 clusters Score -147390.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -144821.578125 Penalty: 2575.676270
	Iteration 0F: 3 clusters Score -144821.6 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -145497.406250 Penalty: 2575.676270
	Iteration 1F: 3 clusters Score -145497.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -145670.468750 Penalty: 2575.676270
	Iteration 2F: 3 clusters Score -145670.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -145790.312500 Penalty: 2575.676270
	Iteration 3F: 3 clusters Score -145790.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -145879.718750 Penalty: 2575.676270
	Iteration 4Q: 3 clusters Score -145879.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -145952.109375 Penalty: 2575.676270
	Iteration 5Q: 3 clusters Score -145952.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -146032.296875 Penalty: 2575.676270
	Iteration 6Q: 3 clusters Score -146032.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -146105.796875 Penalty: 2575.676270
	Iteration 7Q: 3 clusters Score -146105.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -146166.000000 Penalty: 2575.676270
	Iteration 8Q: 3 clusters Score -146166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -146212.843750 Penalty: 2575.676270
	Iteration 9Q: 3 clusters Score -146212.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -146261.796875 Penalty: 2575.676270
	Iteration 10Q: 3 clusters Score -146261.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -146301.234375 Penalty: 2575.676270
	Iteration 11Q: 3 clusters Score -146301.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -146333.921875 Penalty: 2575.676270
	Iteration 12Q: 3 clusters Score -146333.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -146356.250000 Penalty: 2575.676270
	Iteration 13Q: 3 clusters Score -146356.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -146370.156250 Penalty: 2575.676270
	Iteration 14Q: 3 clusters Score -146370.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -146384.906250 Penalty: 2575.676270
	Iteration 15Q: 3 clusters Score -146384.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -146394.546875 Penalty: 2575.676270
	Iteration 16Q: 3 clusters Score -146394.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -146401.171875 Penalty: 2575.676270
	Iteration 17Q: 3 clusters Score -146401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -146408.156250 Penalty: 2575.676270
	Iteration 18Q: 3 clusters Score -146408.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -146412.671875 Penalty: 2575.676270
	Iteration 19Q: 3 clusters Score -146412.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -146420.078125 Penalty: 2575.676270
	Iteration 20F: 3 clusters Score -146420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -146427.046875 Penalty: 2575.676270
	Iteration 21Q: 3 clusters Score -146427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -146434.296875 Penalty: 2575.676270
	Iteration 22Q: 3 clusters Score -146434.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -146443.156250 Penalty: 2575.676270
	Iteration 23Q: 3 clusters Score -146443.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -146454.796875 Penalty: 2575.676270
	Iteration 24Q: 3 clusters Score -146454.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -146463.203125 Penalty: 2575.676270
	Iteration 25Q: 3 clusters Score -146463.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -146471.359375 Penalty: 2575.676270
	Iteration 26Q: 3 clusters Score -146471.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -146478.250000 Penalty: 2575.676270
	Iteration 27Q: 3 clusters Score -146478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -146483.718750 Penalty: 2575.676270
	Iteration 28Q: 3 clusters Score -146483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -146489.312500 Penalty: 2575.676270
	Iteration 29Q: 3 clusters Score -146489.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -146495.843750 Penalty: 2575.676270
	Iteration 30Q: 3 clusters Score -146495.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -146501.890625 Penalty: 2575.676270
	Iteration 31Q: 3 clusters Score -146501.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -146512.875000 Penalty: 2575.676270
	Iteration 32Q: 3 clusters Score -146512.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -146525.859375 Penalty: 2575.676270
	Iteration 33Q: 3 clusters Score -146525.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -146535.828125 Penalty: 2575.676270
	Iteration 34Q: 3 clusters Score -146535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -146549.093750 Penalty: 2575.676270
	Iteration 35Q: 3 clusters Score -146549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -146557.359375 Penalty: 2575.676270
	Iteration 36Q: 3 clusters Score -146557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -146565.703125 Penalty: 2575.676270
	Iteration 37Q: 3 clusters Score -146565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -146574.281250 Penalty: 2575.676270
	Iteration 38Q: 3 clusters Score -146574.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -146586.125000 Penalty: 2575.676270
	Iteration 39Q: 3 clusters Score -146586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -146597.140625 Penalty: 2575.676270
	Iteration 40F: 3 clusters Score -146597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -146602.687500 Penalty: 2575.676270
	Iteration 41Q: 3 clusters Score -146602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -146609.328125 Penalty: 2575.676270
	Iteration 42Q: 3 clusters Score -146609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -146617.609375 Penalty: 2575.676270
	Iteration 43Q: 3 clusters Score -146617.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -146624.328125 Penalty: 2575.676270
	Iteration 44Q: 3 clusters Score -146624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -146628.156250 Penalty: 2575.676270
	Iteration 45Q: 3 clusters Score -146628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -146633.140625 Penalty: 2575.676270
	Iteration 46Q: 3 clusters Score -146633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -146635.921875 Penalty: 2575.676270
	Iteration 47Q: 3 clusters Score -146635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -146636.906250 Penalty: 2575.676270
	Iteration 48Q: 3 clusters Score -146636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -146641.453125 Penalty: 2575.676270
	Iteration 49Q: 3 clusters Score -146641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -146647.906250 Penalty: 2575.676270
	Iteration 50Q: 3 clusters Score -146647.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -146659.140625 Penalty: 2575.676270
	Iteration 51Q: 3 clusters Score -146659.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -146668.781250 Penalty: 2575.676270
	Iteration 52Q: 3 clusters Score -146668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -146679.437500 Penalty: 2575.676270
	Iteration 53Q: 3 clusters Score -146679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -146694.984375 Penalty: 2575.676270
	Iteration 54Q: 3 clusters Score -146695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -146710.093750 Penalty: 2575.676270
	Iteration 55Q: 3 clusters Score -146710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -146732.328125 Penalty: 2575.676270
	Iteration 56Q: 3 clusters Score -146732.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -146776.250000 Penalty: 2575.676270
	Iteration 57Q: 3 clusters Score -146776.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146804.593750 Penalty: 2575.676270
	Iteration 58Q: 3 clusters Score -146804.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -146824.437500 Penalty: 2575.676270
	Iteration 59Q: 3 clusters Score -146824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -146840.078125 Penalty: 2575.676270
	Iteration 60F: 3 clusters Score -146840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -146852.015625 Penalty: 2575.676270
	Iteration 61Q: 3 clusters Score -146852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -146860.812500 Penalty: 2575.676270
	Iteration 62Q: 3 clusters Score -146860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -146867.046875 Penalty: 2575.676270
	Iteration 63Q: 3 clusters Score -146867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -146873.140625 Penalty: 2575.676270
	Iteration 64Q: 3 clusters Score -146873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -146879.343750 Penalty: 2575.676270
	Iteration 65Q: 3 clusters Score -146879.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -146886.031250 Penalty: 2575.676270
	Iteration 66Q: 3 clusters Score -146886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -146890.000000 Penalty: 2575.676270
	Iteration 67Q: 3 clusters Score -146890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146892.859375 Penalty: 2575.676270
	Iteration 68Q: 3 clusters Score -146892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -146899.437500 Penalty: 2575.676270
	Iteration 69Q: 3 clusters Score -146899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146904.609375 Penalty: 2575.676270
	Iteration 70Q: 3 clusters Score -146904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -146910.796875 Penalty: 2575.676270
	Iteration 71Q: 3 clusters Score -146910.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -146920.828125 Penalty: 2575.676270
	Iteration 72Q: 3 clusters Score -146920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -146924.968750 Penalty: 2575.676270
	Iteration 73Q: 3 clusters Score -146925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146928.375000 Penalty: 2575.676270
	Iteration 74Q: 3 clusters Score -146928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146932.093750 Penalty: 2575.676270
	Iteration 75Q: 3 clusters Score -146932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -146934.593750 Penalty: 2575.676270
	Iteration 76Q: 3 clusters Score -146934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -146938.109375 Penalty: 2575.676270
	Iteration 77Q: 3 clusters Score -146938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -146948.562500 Penalty: 2575.676270
	Iteration 78Q: 3 clusters Score -146948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -146953.296875 Penalty: 2575.676270
	Iteration 79Q: 3 clusters Score -146953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -146955.359375 Penalty: 2575.676270
	Iteration 80F: 3 clusters Score -146955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -146957.656250 Penalty: 2575.676270
	Iteration 81Q: 3 clusters Score -146957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146959.484375 Penalty: 2575.676270
	Iteration 82Q: 3 clusters Score -146959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -146960.546875 Penalty: 2575.676270
	Iteration 83Q: 3 clusters Score -146960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -146961.171875 Penalty: 2575.676270
	Iteration 84Q: 3 clusters Score -146961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -146961.609375 Penalty: 2575.676270
	Iteration 85Q: 3 clusters Score -146961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -146961.609375 Penalty: 2575.676270
	Iteration 86F: 3 clusters Score -146961.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -71957.929688 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -71957.93 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 704 members 
Entering Unmasked Estep 
Score: -70292.445312 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -70292.45 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -70624.960938 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -70624.96 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -70736.093750 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -70736.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -70788.375000 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -70788.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -70814.156250 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -70814.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -70843.898438 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -70843.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -70870.929688 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -70870.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -70883.484375 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -70883.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -70890.265625 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -70890.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -70895.132812 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -70895.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -70899.335938 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -70899.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -70901.242188 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -70901.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -70902.195312 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -70902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -70902.195312 Penalty: 2337.947998
	Iteration 13F: 3 clusters Score -70902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -245572.703125 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -245572.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -242027.937500 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -242027.9 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -242931.375000 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -242931.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -243083.015625 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -243083 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -243198.250000 Penalty: 2714.350098
	Iteration 3F: 3 clusters Score -243198.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -243290.171875 Penalty: 2714.350098
	Iteration 4Q: 3 clusters Score -243290.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -243353.859375 Penalty: 2714.350098
	Iteration 5Q: 3 clusters Score -243353.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -243415.265625 Penalty: 2714.350098
	Iteration 6Q: 3 clusters Score -243415.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -243467.000000 Penalty: 2714.350098
	Iteration 7Q: 3 clusters Score -243467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243512.078125 Penalty: 2714.350098
	Iteration 8Q: 3 clusters Score -243512.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243566.515625 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -243566.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -243632.156250 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -243632.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243699.843750 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -243699.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -243789.109375 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -243789.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -243895.625000 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -243895.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -243991.171875 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -243991.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -244076.281250 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -244076.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -244158.640625 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -244158.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -244220.656250 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -244220.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -244276.671875 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -244276.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -244328.484375 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -244328.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -244359.750000 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -244359.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -244393.390625 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -244393.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -244421.906250 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -244421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -244436.515625 Penalty: 2714.350098
	Iteration 23Q: 3 clusters Score -244436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -244441.343750 Penalty: 2714.350098
	Iteration 24Q: 3 clusters Score -244441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -244444.937500 Penalty: 2714.350098
	Iteration 25Q: 3 clusters Score -244444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -244447.000000 Penalty: 2714.350098
	Iteration 26Q: 3 clusters Score -244447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -244448.734375 Penalty: 2714.350098
	Iteration 27Q: 3 clusters Score -244448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -244450.765625 Penalty: 2714.350098
	Iteration 28Q: 3 clusters Score -244450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -244451.703125 Penalty: 2714.350098
	Iteration 29Q: 3 clusters Score -244451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -244453.031250 Penalty: 2714.350098
	Iteration 30Q: 3 clusters Score -244453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -244455.437500 Penalty: 2714.350098
	Iteration 31Q: 3 clusters Score -244455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -244457.656250 Penalty: 2714.350098
	Iteration 32Q: 3 clusters Score -244457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -244467.390625 Penalty: 2714.350098
	Iteration 33Q: 3 clusters Score -244467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -244472.359375 Penalty: 2714.350098
	Iteration 34Q: 3 clusters Score -244472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -244480.390625 Penalty: 2714.350098
	Iteration 35Q: 3 clusters Score -244480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -244482.328125 Penalty: 2714.350098
	Iteration 36Q: 3 clusters Score -244482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -244484.546875 Penalty: 2714.350098
	Iteration 37Q: 3 clusters Score -244484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -244484.546875 Penalty: 2714.350098
	Iteration 38F: 3 clusters Score -244484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -298285.656250 Penalty: 1386.751221
	Iteration 0F: 2 clusters Score -298285.7 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 2566 members 
Entering Unmasked Estep 
Score: -294233.875000 Penalty: 2773.502441
	Iteration 0F: 3 clusters Score -294233.9 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -295435.468750 Penalty: 2773.502441
	Iteration 1F: 3 clusters Score -295435.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -295637.093750 Penalty: 2773.502441
	Iteration 2F: 3 clusters Score -295637.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -295791.937500 Penalty: 2773.502441
	Iteration 3F: 3 clusters Score -295791.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -295938.156250 Penalty: 2773.502441
	Iteration 4F: 3 clusters Score -295938.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -296074.250000 Penalty: 2773.502441
	Iteration 5Q: 3 clusters Score -296074.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -296222.187500 Penalty: 2773.502441
	Iteration 6Q: 3 clusters Score -296222.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -296378.125000 Penalty: 2773.502441
	Iteration 7Q: 3 clusters Score -296378.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -296516.343750 Penalty: 2773.502441
	Iteration 8Q: 3 clusters Score -296516.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -296634.843750 Penalty: 2773.502441
	Iteration 9Q: 3 clusters Score -296634.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -296750.187500 Penalty: 2773.502441
	Iteration 10Q: 3 clusters Score -296750.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -296865.906250 Penalty: 2773.502441
	Iteration 11Q: 3 clusters Score -296865.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -296965.500000 Penalty: 2773.502441
	Iteration 12Q: 3 clusters Score -296965.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -297042.531250 Penalty: 2773.502441
	Iteration 13Q: 3 clusters Score -297042.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -297081.718750 Penalty: 2773.502441
	Iteration 14Q: 3 clusters Score -297081.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -297110.656250 Penalty: 2773.502441
	Iteration 15Q: 3 clusters Score -297110.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -297125.437500 Penalty: 2773.502441
	Iteration 16Q: 3 clusters Score -297125.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -297136.187500 Penalty: 2773.502441
	Iteration 17Q: 3 clusters Score -297136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -297144.375000 Penalty: 2773.502441
	Iteration 18Q: 3 clusters Score -297144.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -297152.312500 Penalty: 2773.502441
	Iteration 19Q: 3 clusters Score -297152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -297158.406250 Penalty: 2773.502441
	Iteration 20F: 3 clusters Score -297158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -297161.625000 Penalty: 2773.502441
	Iteration 21Q: 3 clusters Score -297161.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -297166.656250 Penalty: 2773.502441
	Iteration 22Q: 3 clusters Score -297166.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -297169.562500 Penalty: 2773.502441
	Iteration 23Q: 3 clusters Score -297169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -297176.093750 Penalty: 2773.502441
	Iteration 24Q: 3 clusters Score -297176.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -297182.125000 Penalty: 2773.502441
	Iteration 25Q: 3 clusters Score -297182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -297184.437500 Penalty: 2773.502441
	Iteration 26Q: 3 clusters Score -297184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -297188.031250 Penalty: 2773.502441
	Iteration 27Q: 3 clusters Score -297188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -297189.531250 Penalty: 2773.502441
	Iteration 28Q: 3 clusters Score -297189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -297191.687500 Penalty: 2773.502441
	Iteration 29Q: 3 clusters Score -297191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -297192.500000 Penalty: 2773.502441
	Iteration 30Q: 3 clusters Score -297192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -297193.437500 Penalty: 2773.502441
	Iteration 31Q: 3 clusters Score -297193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -297193.437500 Penalty: 2773.502441
	Iteration 32F: 3 clusters Score -297193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Entering Unmasked Estep 
Score: -1336521.375000 Penalty: 1624.848877
	Iteration 0F: 2 clusters Score -1336521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1321627.875000 Penalty: 3249.697754
	Iteration 0F: 3 clusters Score -1321628 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1326979.250000 Penalty: 3249.697754
	Iteration 1F: 3 clusters Score -1326979 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1327360.750000 Penalty: 3249.697754
	Iteration 2Q: 3 clusters Score -1327361 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1327773.375000 Penalty: 3249.697754
	Iteration 3Q: 3 clusters Score -1327773 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1328239.875000 Penalty: 3249.697754
	Iteration 4F: 3 clusters Score -1328240 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1328726.250000 Penalty: 3249.697754
	Iteration 5F: 3 clusters Score -1328726 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1329257.000000 Penalty: 3249.697754
	Iteration 6Q: 3 clusters Score -1329257 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1329918.875000 Penalty: 3249.697754
	Iteration 7F: 3 clusters Score -1329919 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1330708.375000 Penalty: 3249.697754
	Iteration 8F: 3 clusters Score -1330708 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1331635.250000 Penalty: 3249.697754
	Iteration 9F: 3 clusters Score -1331635 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1332566.375000 Penalty: 3249.697754
	Iteration 10F: 3 clusters Score -1332566 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1333347.000000 Penalty: 3249.697754
	Iteration 11Q: 3 clusters Score -1333347 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1333936.125000 Penalty: 3249.697754
	Iteration 12Q: 3 clusters Score -1333936 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1334326.000000 Penalty: 3249.697754
	Iteration 13Q: 3 clusters Score -1334326 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1334593.500000 Penalty: 3249.697754
	Iteration 14Q: 3 clusters Score -1334594 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1334749.625000 Penalty: 3249.697754
	Iteration 15Q: 3 clusters Score -1334750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1334866.125000 Penalty: 3249.697754
	Iteration 16Q: 3 clusters Score -1334866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1334948.750000 Penalty: 3249.697754
	Iteration 17Q: 3 clusters Score -1334949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1334999.750000 Penalty: 3249.697754
	Iteration 18Q: 3 clusters Score -1335000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1335030.625000 Penalty: 3249.697754
	Iteration 19Q: 3 clusters Score -1335031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1335062.375000 Penalty: 3249.697754
	Iteration 20F: 3 clusters Score -1335062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1335084.500000 Penalty: 3249.697754
	Iteration 21Q: 3 clusters Score -1335084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1335099.625000 Penalty: 3249.697754
	Iteration 22Q: 3 clusters Score -1335100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1335106.875000 Penalty: 3249.697754
	Iteration 23Q: 3 clusters Score -1335107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1335106.500000 Penalty: 3249.697754
	Iteration 24Q: 3 clusters Score -1335106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1335110.375000 Penalty: 3249.697754
	Iteration 25Q: 3 clusters Score -1335110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1335111.750000 Penalty: 3249.697754
	Iteration 26Q: 3 clusters Score -1335112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1335111.750000 Penalty: 3249.697754
	Iteration 27F: 3 clusters Score -1335112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -85918.531250 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -85918.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84109.585938 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -84109.59 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -84466.250000 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -84466.25 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84571.234375 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -84571.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84636.203125 Penalty: 2388.500000
	Iteration 3F: 3 clusters Score -84636.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -84685.992188 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -84685.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -84741.320312 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -84741.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -84797.710938 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -84797.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -84881.156250 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -84881.16 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85000.632812 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -85000.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -85128.187500 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -85128.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85228.429688 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -85228.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -85285.171875 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -85285.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -85334.843750 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -85334.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85376.601562 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -85376.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -85409.523438 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -85409.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -85440.812500 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -85440.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85471.414062 Penalty: 2388.500000
	Iteration 16Q: 3 clusters Score -85471.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85505.296875 Penalty: 2388.500000
	Iteration 17Q: 3 clusters Score -85505.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -85531.835938 Penalty: 2388.500000
	Iteration 18Q: 3 clusters Score -85531.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -85543.710938 Penalty: 2388.500000
	Iteration 19Q: 3 clusters Score -85543.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -85549.562500 Penalty: 2388.500000
	Iteration 20F: 3 clusters Score -85549.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -85550.859375 Penalty: 2388.500000
	Iteration 21Q: 3 clusters Score -85550.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -85553.289062 Penalty: 2388.500000
	Iteration 22Q: 3 clusters Score -85553.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -85553.726562 Penalty: 2388.500000
	Iteration 23Q: 3 clusters Score -85553.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -85554.187500 Penalty: 2388.500000
	Iteration 24Q: 3 clusters Score -85554.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -85554.187500 Penalty: 2388.500000
	Iteration 25F: 3 clusters Score -85554.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -147935.968750 Penalty: 1281.060059
	Iteration 0F: 2 clusters Score -147936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -145460.484375 Penalty: 2562.120117
	Iteration 0F: 3 clusters Score -145460.5 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -146222.375000 Penalty: 2562.120117
	Iteration 1F: 3 clusters Score -146222.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -146455.046875 Penalty: 2562.120117
	Iteration 2F: 3 clusters Score -146455 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -146633.171875 Penalty: 2562.120117
	Iteration 3F: 3 clusters Score -146633.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146799.921875 Penalty: 2562.120117
	Iteration 4F: 3 clusters Score -146799.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146950.890625 Penalty: 2562.120117
	Iteration 5F: 3 clusters Score -146950.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147039.640625 Penalty: 2562.120117
	Iteration 6Q: 3 clusters Score -147039.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147086.062500 Penalty: 2562.120117
	Iteration 7Q: 3 clusters Score -147086.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -147113.546875 Penalty: 2562.120117
	Iteration 8Q: 3 clusters Score -147113.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147129.125000 Penalty: 2562.120117
	Iteration 9Q: 3 clusters Score -147129.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147139.093750 Penalty: 2562.120117
	Iteration 10Q: 3 clusters Score -147139.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147146.625000 Penalty: 2562.120117
	Iteration 11Q: 3 clusters Score -147146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -147153.093750 Penalty: 2562.120117
	Iteration 12Q: 3 clusters Score -147153.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147161.750000 Penalty: 2562.120117
	Iteration 13Q: 3 clusters Score -147161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -147164.203125 Penalty: 2562.120117
	Iteration 14Q: 3 clusters Score -147164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -147166.875000 Penalty: 2562.120117
	Iteration 15Q: 3 clusters Score -147166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -147170.046875 Penalty: 2562.120117
	Iteration 16Q: 3 clusters Score -147170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -147172.406250 Penalty: 2562.120117
	Iteration 17Q: 3 clusters Score -147172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147174.531250 Penalty: 2562.120117
	Iteration 18Q: 3 clusters Score -147174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -147175.093750 Penalty: 2562.120117
	Iteration 19Q: 3 clusters Score -147175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -147175.562500 Penalty: 2562.120117
	Iteration 20F: 3 clusters Score -147175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -147176.656250 Penalty: 2562.120117
	Iteration 21Q: 3 clusters Score -147176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -147176.968750 Penalty: 2562.120117
	Iteration 22Q: 3 clusters Score -147177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -147177.968750 Penalty: 2562.120117
	Iteration 23Q: 3 clusters Score -147178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147179.875000 Penalty: 2562.120117
	Iteration 24Q: 3 clusters Score -147179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147180.500000 Penalty: 2562.120117
	Iteration 25Q: 3 clusters Score -147180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147180.843750 Penalty: 2562.120117
	Iteration 26Q: 3 clusters Score -147180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147180.843750 Penalty: 2562.120117
	Iteration 27F: 3 clusters Score -147180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Entering Unmasked Estep 
Score: -1110537.750000 Penalty: 1596.172974
	Iteration 0F: 2 clusters Score -1110538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1097972.250000 Penalty: 3192.345947
	Iteration 0F: 3 clusters Score -1097972 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1102556.750000 Penalty: 3192.345947
	Iteration 1F: 3 clusters Score -1102557 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1103050.875000 Penalty: 3192.345947
	Iteration 2F: 3 clusters Score -1103051 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1103537.125000 Penalty: 3192.345947
	Iteration 3F: 3 clusters Score -1103537 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1103962.000000 Penalty: 3192.345947
	Iteration 4Q: 3 clusters Score -1103962 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1104383.625000 Penalty: 3192.345947
	Iteration 5Q: 3 clusters Score -1104384 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1104804.875000 Penalty: 3192.345947
	Iteration 6Q: 3 clusters Score -1104805 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1105234.375000 Penalty: 3192.345947
	Iteration 7Q: 3 clusters Score -1105234 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1105701.000000 Penalty: 3192.345947
	Iteration 8Q: 3 clusters Score -1105701 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1106195.500000 Penalty: 3192.345947
	Iteration 9Q: 3 clusters Score -1106196 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1106669.750000 Penalty: 3192.345947
	Iteration 10Q: 3 clusters Score -1106670 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1107121.250000 Penalty: 3192.345947
	Iteration 11Q: 3 clusters Score -1107121 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1107562.250000 Penalty: 3192.345947
	Iteration 12Q: 3 clusters Score -1107562 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1107947.375000 Penalty: 3192.345947
	Iteration 13Q: 3 clusters Score -1107947 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1108253.500000 Penalty: 3192.345947
	Iteration 14Q: 3 clusters Score -1108254 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1108508.125000 Penalty: 3192.345947
	Iteration 15Q: 3 clusters Score -1108508 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1108708.500000 Penalty: 3192.345947
	Iteration 16Q: 3 clusters Score -1108708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1108851.750000 Penalty: 3192.345947
	Iteration 17Q: 3 clusters Score -1108852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1108950.125000 Penalty: 3192.345947
	Iteration 18Q: 3 clusters Score -1108950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1109027.250000 Penalty: 3192.345947
	Iteration 19Q: 3 clusters Score -1109027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1109075.875000 Penalty: 3192.345947
	Iteration 20F: 3 clusters Score -1109076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1109112.125000 Penalty: 3192.345947
	Iteration 21Q: 3 clusters Score -1109112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1109136.125000 Penalty: 3192.345947
	Iteration 22Q: 3 clusters Score -1109136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1109157.000000 Penalty: 3192.345947
	Iteration 23Q: 3 clusters Score -1109157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1109173.375000 Penalty: 3192.345947
	Iteration 24Q: 3 clusters Score -1109173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1109184.000000 Penalty: 3192.345947
	Iteration 25Q: 3 clusters Score -1109184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1109192.625000 Penalty: 3192.345947
	Iteration 26Q: 3 clusters Score -1109193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1109200.000000 Penalty: 3192.345947
	Iteration 27Q: 3 clusters Score -1109200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1109202.250000 Penalty: 3192.345947
	Iteration 28Q: 3 clusters Score -1109202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1109204.125000 Penalty: 3192.345947
	Iteration 29Q: 3 clusters Score -1109204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1109207.375000 Penalty: 3192.345947
	Iteration 30Q: 3 clusters Score -1109207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1109209.125000 Penalty: 3192.345947
	Iteration 31Q: 3 clusters Score -1109209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1109213.500000 Penalty: 3192.345947
	Iteration 32Q: 3 clusters Score -1109214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1109215.500000 Penalty: 3192.345947
	Iteration 33Q: 3 clusters Score -1109216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1109216.000000 Penalty: 3192.345947
	Iteration 34Q: 3 clusters Score -1109216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1109216.375000 Penalty: 3192.345947
	Iteration 35Q: 3 clusters Score -1109216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1109216.375000 Penalty: 3192.345947
	Iteration 36F: 3 clusters Score -1109216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -109273.671875 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -109273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -107240.562500 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -107240.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -107677.484375 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -107677.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -107824.648438 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -107824.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107923.406250 Penalty: 2453.623047
	Iteration 3F: 3 clusters Score -107923.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107979.726562 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -107979.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -108008.609375 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -108008.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -108026.312500 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -108026.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -108045.953125 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -108046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -108064.820312 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -108064.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -108077.046875 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -108077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108088.554688 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -108088.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108097.390625 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -108097.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -108106.609375 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -108106.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -108116.984375 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -108117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108126.437500 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -108126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108131.757812 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -108131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108138.242188 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -108138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -108146.742188 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -108146.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -108150.968750 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -108151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -108152.500000 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -108152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -108153.726562 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -108153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -108155.554688 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -108155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -108157.890625 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -108157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -108157.890625 Penalty: 2453.623047
	Iteration 23F: 3 clusters Score -108157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -299237.281250 Penalty: 1386.911011
	Iteration 0F: 2 clusters Score -299237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -295170.187500 Penalty: 2773.822021
	Iteration 0F: 3 clusters Score -295170.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -296346.812500 Penalty: 2773.822021
	Iteration 1F: 3 clusters Score -296346.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -296571.281250 Penalty: 2773.822021
	Iteration 2F: 3 clusters Score -296571.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -296747.562500 Penalty: 2773.822021
	Iteration 3F: 3 clusters Score -296747.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -296894.093750 Penalty: 2773.822021
	Iteration 4F: 3 clusters Score -296894.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -297007.375000 Penalty: 2773.822021
	Iteration 5Q: 3 clusters Score -297007.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -297099.281250 Penalty: 2773.822021
	Iteration 6Q: 3 clusters Score -297099.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -297178.593750 Penalty: 2773.822021
	Iteration 7Q: 3 clusters Score -297178.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -297242.468750 Penalty: 2773.822021
	Iteration 8Q: 3 clusters Score -297242.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -297305.625000 Penalty: 2773.822021
	Iteration 9Q: 3 clusters Score -297305.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -297383.656250 Penalty: 2773.822021
	Iteration 10Q: 3 clusters Score -297383.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -297474.218750 Penalty: 2773.822021
	Iteration 11Q: 3 clusters Score -297474.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -297561.937500 Penalty: 2773.822021
	Iteration 12Q: 3 clusters Score -297561.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -297648.218750 Penalty: 2773.822021
	Iteration 13Q: 3 clusters Score -297648.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -297731.812500 Penalty: 2773.822021
	Iteration 14Q: 3 clusters Score -297731.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -297782.875000 Penalty: 2773.822021
	Iteration 15Q: 3 clusters Score -297782.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -297816.906250 Penalty: 2773.822021
	Iteration 16Q: 3 clusters Score -297816.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -297839.187500 Penalty: 2773.822021
	Iteration 17Q: 3 clusters Score -297839.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -297861.125000 Penalty: 2773.822021
	Iteration 18Q: 3 clusters Score -297861.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -297875.687500 Penalty: 2773.822021
	Iteration 19Q: 3 clusters Score -297875.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -297886.656250 Penalty: 2773.822021
	Iteration 20F: 3 clusters Score -297886.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -297898.218750 Penalty: 2773.822021
	Iteration 21Q: 3 clusters Score -297898.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -297910.593750 Penalty: 2773.822021
	Iteration 22Q: 3 clusters Score -297910.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -297919.781250 Penalty: 2773.822021
	Iteration 23Q: 3 clusters Score -297919.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -297926.718750 Penalty: 2773.822021
	Iteration 24Q: 3 clusters Score -297926.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -297931.843750 Penalty: 2773.822021
	Iteration 25Q: 3 clusters Score -297931.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -297934.937500 Penalty: 2773.822021
	Iteration 26Q: 3 clusters Score -297934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -297937.687500 Penalty: 2773.822021
	Iteration 27Q: 3 clusters Score -297937.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -297938.968750 Penalty: 2773.822021
	Iteration 28Q: 3 clusters Score -297939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -297942.125000 Penalty: 2773.822021
	Iteration 29Q: 3 clusters Score -297942.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -297944.718750 Penalty: 2773.822021
	Iteration 30Q: 3 clusters Score -297944.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -297947.187500 Penalty: 2773.822021
	Iteration 31Q: 3 clusters Score -297947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -297948.593750 Penalty: 2773.822021
	Iteration 32Q: 3 clusters Score -297948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -297950.906250 Penalty: 2773.822021
	Iteration 33Q: 3 clusters Score -297950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -297952.812500 Penalty: 2773.822021
	Iteration 34Q: 3 clusters Score -297952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -297954.625000 Penalty: 2773.822021
	Iteration 35Q: 3 clusters Score -297954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -297954.781250 Penalty: 2773.822021
	Iteration 36Q: 3 clusters Score -297954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -297956.343750 Penalty: 2773.822021
	Iteration 37Q: 3 clusters Score -297956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -297957.406250 Penalty: 2773.822021
	Iteration 38Q: 3 clusters Score -297957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -297958.250000 Penalty: 2773.822021
	Iteration 39Q: 3 clusters Score -297958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -297958.656250 Penalty: 2773.822021
	Iteration 40F: 3 clusters Score -297958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -297958.500000 Penalty: 2773.822021
	Iteration 41Q: 3 clusters Score -297958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -297958.718750 Penalty: 2773.822021
	Iteration 42Q: 3 clusters Score -297958.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -297958.718750 Penalty: 2773.822021
	Iteration 43F: 3 clusters Score -297958.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -1010312.000000 Penalty: 1606.770020
	Iteration 0F: 2 clusters Score -1010312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -996857.437500 Penalty: 3213.540039
	Iteration 0F: 3 clusters Score -996857.4 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1001863.250000 Penalty: 3213.540039
	Iteration 1F: 3 clusters Score -1001863 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1002372.625000 Penalty: 3213.540039
	Iteration 2F: 3 clusters Score -1002373 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1002819.250000 Penalty: 3213.540039
	Iteration 3F: 3 clusters Score -1002819 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1003224.875000 Penalty: 3213.540039
	Iteration 4F: 3 clusters Score -1003225 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1003604.000000 Penalty: 3213.540039
	Iteration 5Q: 3 clusters Score -1003604 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1004009.375000 Penalty: 3213.540039
	Iteration 6Q: 3 clusters Score -1004009 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1004437.687500 Penalty: 3213.540039
	Iteration 7Q: 3 clusters Score -1004438 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1004825.812500 Penalty: 3213.540039
	Iteration 8Q: 3 clusters Score -1004826 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1005212.875000 Penalty: 3213.540039
	Iteration 9Q: 3 clusters Score -1005213 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1005595.625000 Penalty: 3213.540039
	Iteration 10Q: 3 clusters Score -1005596 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1005978.437500 Penalty: 3213.540039
	Iteration 11Q: 3 clusters Score -1005978 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1006306.125000 Penalty: 3213.540039
	Iteration 12Q: 3 clusters Score -1006306 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1006600.500000 Penalty: 3213.540039
	Iteration 13Q: 3 clusters Score -1006600 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1006828.000000 Penalty: 3213.540039
	Iteration 14Q: 3 clusters Score -1006828 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1007018.437500 Penalty: 3213.540039
	Iteration 15Q: 3 clusters Score -1007018 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1007163.750000 Penalty: 3213.540039
	Iteration 16Q: 3 clusters Score -1007164 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1007269.062500 Penalty: 3213.540039
	Iteration 17Q: 3 clusters Score -1007269 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1007351.812500 Penalty: 3213.540039
	Iteration 18Q: 3 clusters Score -1007352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1007431.562500 Penalty: 3213.540039
	Iteration 19Q: 3 clusters Score -1007432 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1007505.375000 Penalty: 3213.540039
	Iteration 20F: 3 clusters Score -1007505 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1007562.812500 Penalty: 3213.540039
	Iteration 21Q: 3 clusters Score -1007563 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1007608.437500 Penalty: 3213.540039
	Iteration 22Q: 3 clusters Score -1007608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1007649.062500 Penalty: 3213.540039
	Iteration 23Q: 3 clusters Score -1007649 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1007685.250000 Penalty: 3213.540039
	Iteration 24Q: 3 clusters Score -1007685 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1007721.812500 Penalty: 3213.540039
	Iteration 25Q: 3 clusters Score -1007722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1007749.875000 Penalty: 3213.540039
	Iteration 26Q: 3 clusters Score -1007750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1007771.000000 Penalty: 3213.540039
	Iteration 27Q: 3 clusters Score -1007771 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1007792.812500 Penalty: 3213.540039
	Iteration 28Q: 3 clusters Score -1007793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1007820.750000 Penalty: 3213.540039
	Iteration 29Q: 3 clusters Score -1007821 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1007852.250000 Penalty: 3213.540039
	Iteration 30Q: 3 clusters Score -1007852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1007897.062500 Penalty: 3213.540039
	Iteration 31Q: 3 clusters Score -1007897 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1007943.125000 Penalty: 3213.540039
	Iteration 32Q: 3 clusters Score -1007943 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1007988.000000 Penalty: 3213.540039
	Iteration 33Q: 3 clusters Score -1007988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1008040.437500 Penalty: 3213.540039
	Iteration 34Q: 3 clusters Score -1008040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1008095.000000 Penalty: 3213.540039
	Iteration 35Q: 3 clusters Score -1008095 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1008143.500000 Penalty: 3213.540039
	Iteration 36Q: 3 clusters Score -1008144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1008189.375000 Penalty: 3213.540039
	Iteration 37Q: 3 clusters Score -1008189 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1008247.062500 Penalty: 3213.540039
	Iteration 38Q: 3 clusters Score -1008247 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1008297.937500 Penalty: 3213.540039
	Iteration 39Q: 3 clusters Score -1008298 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1008348.500000 Penalty: 3213.540039
	Iteration 40F: 3 clusters Score -1008348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1008389.812500 Penalty: 3213.540039
	Iteration 41Q: 3 clusters Score -1008390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1008430.562500 Penalty: 3213.540039
	Iteration 42Q: 3 clusters Score -1008431 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1008475.375000 Penalty: 3213.540039
	Iteration 43Q: 3 clusters Score -1008475 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1008515.062500 Penalty: 3213.540039
	Iteration 44Q: 3 clusters Score -1008515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1008553.562500 Penalty: 3213.540039
	Iteration 45Q: 3 clusters Score -1008554 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1008593.000000 Penalty: 3213.540039
	Iteration 46Q: 3 clusters Score -1008593 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1008632.687500 Penalty: 3213.540039
	Iteration 47Q: 3 clusters Score -1008633 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1008667.875000 Penalty: 3213.540039
	Iteration 48Q: 3 clusters Score -1008668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1008703.437500 Penalty: 3213.540039
	Iteration 49Q: 3 clusters Score -1008703 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1008740.750000 Penalty: 3213.540039
	Iteration 50Q: 3 clusters Score -1008741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1008786.375000 Penalty: 3213.540039
	Iteration 51Q: 3 clusters Score -1008786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1008823.875000 Penalty: 3213.540039
	Iteration 52Q: 3 clusters Score -1008824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1008862.625000 Penalty: 3213.540039
	Iteration 53Q: 3 clusters Score -1008863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1008891.000000 Penalty: 3213.540039
	Iteration 54Q: 3 clusters Score -1008891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1008917.125000 Penalty: 3213.540039
	Iteration 55Q: 3 clusters Score -1008917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1008935.125000 Penalty: 3213.540039
	Iteration 56Q: 3 clusters Score -1008935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1008949.187500 Penalty: 3213.540039
	Iteration 57Q: 3 clusters Score -1008949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1008956.375000 Penalty: 3213.540039
	Iteration 58Q: 3 clusters Score -1008956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1008966.250000 Penalty: 3213.540039
	Iteration 59Q: 3 clusters Score -1008966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1008972.000000 Penalty: 3213.540039
	Iteration 60F: 3 clusters Score -1008972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1008978.187500 Penalty: 3213.540039
	Iteration 61Q: 3 clusters Score -1008978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1008983.375000 Penalty: 3213.540039
	Iteration 62Q: 3 clusters Score -1008983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1008989.750000 Penalty: 3213.540039
	Iteration 63Q: 3 clusters Score -1008990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -1008992.375000 Penalty: 3213.540039
	Iteration 64Q: 3 clusters Score -1008992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1008995.812500 Penalty: 3213.540039
	Iteration 65Q: 3 clusters Score -1008996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1008995.625000 Penalty: 3213.540039
	Iteration 66Q: 3 clusters Score -1008996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1008995.250000 Penalty: 3213.540039
	Iteration 67Q: 3 clusters Score -1008995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1008997.937500 Penalty: 3213.540039
	Iteration 68Q: 3 clusters Score -1008998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1008996.375000 Penalty: 3213.540039
	Iteration 69Q: 3 clusters Score -1008996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -1008997.875000 Penalty: 3213.540039
	Iteration 70Q: 3 clusters Score -1008998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1008998.437500 Penalty: 3213.540039
	Iteration 71Q: 3 clusters Score -1008998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1008998.437500 Penalty: 3213.540039
	Iteration 72F: 3 clusters Score -1008998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -178012.734375 Penalty: 1307.564331
	Iteration 0F: 2 clusters Score -178012.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -175180.765625 Penalty: 2615.128662
	Iteration 0F: 3 clusters Score -175180.8 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -175998.500000 Penalty: 2615.128662
	Iteration 1F: 3 clusters Score -175998.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -176238.234375 Penalty: 2615.128662
	Iteration 2F: 3 clusters Score -176238.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -176497.750000 Penalty: 2615.128662
	Iteration 3F: 3 clusters Score -176497.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -176782.203125 Penalty: 2615.128662
	Iteration 4F: 3 clusters Score -176782.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -177091.078125 Penalty: 2615.128662
	Iteration 5F: 3 clusters Score -177091.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -177403.781250 Penalty: 2615.128662
	Iteration 6F: 3 clusters Score -177403.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -177713.218750 Penalty: 2615.128662
	Iteration 7F: 3 clusters Score -177713.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -177879.812500 Penalty: 2615.128662
	Iteration 8Q: 3 clusters Score -177879.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -177932.531250 Penalty: 2615.128662
	Iteration 9Q: 3 clusters Score -177932.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -177947.250000 Penalty: 2615.128662
	Iteration 10Q: 3 clusters Score -177947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -177952.546875 Penalty: 2615.128662
	Iteration 11Q: 3 clusters Score -177952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -177955.531250 Penalty: 2615.128662
	Iteration 12Q: 3 clusters Score -177955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -177957.921875 Penalty: 2615.128662
	Iteration 13Q: 3 clusters Score -177957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -177959.031250 Penalty: 2615.128662
	Iteration 14Q: 3 clusters Score -177959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -177960.281250 Penalty: 2615.128662
	Iteration 15Q: 3 clusters Score -177960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -177960.578125 Penalty: 2615.128662
	Iteration 16Q: 3 clusters Score -177960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -177960.578125 Penalty: 2615.128662
	Iteration 17F: 3 clusters Score -177960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -79199.609375 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -79199.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77430.226562 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -77430.23 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -77776.046875 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -77776.05 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -77893.437500 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -77893.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -77972.187500 Penalty: 2365.105469
	Iteration 3F: 3 clusters Score -77972.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -78033.664062 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -78033.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -78088.390625 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -78088.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -78157.375000 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -78157.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -78231.703125 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -78231.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -78353.429688 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -78353.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78519.273438 Penalty: 2365.105469
	Iteration 9F: 3 clusters Score -78519.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78691.265625 Penalty: 2365.105469
	Iteration 10F: 3 clusters Score -78691.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78799.539062 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -78799.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78851.625000 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -78851.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -78883.234375 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -78883.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -78895.046875 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -78895.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78901.718750 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -78901.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -78907.578125 Penalty: 2365.105469
	Iteration 16Q: 3 clusters Score -78907.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -78915.703125 Penalty: 2365.105469
	Iteration 17Q: 3 clusters Score -78915.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -78921.796875 Penalty: 2365.105469
	Iteration 18Q: 3 clusters Score -78921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -78923.976562 Penalty: 2365.105469
	Iteration 19Q: 3 clusters Score -78923.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -78924.484375 Penalty: 2365.105469
	Iteration 20F: 3 clusters Score -78924.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78924.937500 Penalty: 2365.105469
	Iteration 21Q: 3 clusters Score -78924.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78924.937500 Penalty: 2365.105469
	Iteration 22F: 3 clusters Score -78924.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (47318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Entering Unmasked Estep 
Score: -2878233.000000 Penalty: 1749.255005
	Iteration 0F: 2 clusters Score -2878233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2846872.000000 Penalty: 3498.510010
	Iteration 0F: 3 clusters Score -2846872 nChanged 22013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2859386.250000 Penalty: 3498.510010
	Iteration 1F: 3 clusters Score -2859386 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2860191.000000 Penalty: 3498.510010
	Iteration 2Q: 3 clusters Score -2860191 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2861312.250000 Penalty: 3498.510010
	Iteration 3Q: 3 clusters Score -2861312 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2862721.500000 Penalty: 3498.510010
	Iteration 4F: 3 clusters Score -2862722 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2864259.500000 Penalty: 3498.510010
	Iteration 5F: 3 clusters Score -2864260 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2865721.250000 Penalty: 3498.510010
	Iteration 6F: 3 clusters Score -2865721 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2866844.250000 Penalty: 3498.510010
	Iteration 7F: 3 clusters Score -2866844 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2867577.250000 Penalty: 3498.510010
	Iteration 8Q: 3 clusters Score -2867577 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2868074.250000 Penalty: 3498.510010
	Iteration 9Q: 3 clusters Score -2868074 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2868337.750000 Penalty: 3498.510010
	Iteration 10Q: 3 clusters Score -2868338 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2868543.250000 Penalty: 3498.510010
	Iteration 11Q: 3 clusters Score -2868543 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2868664.500000 Penalty: 3498.510010
	Iteration 12Q: 3 clusters Score -2868664 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2868758.500000 Penalty: 3498.510010
	Iteration 13Q: 3 clusters Score -2868758 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2868860.750000 Penalty: 3498.510010
	Iteration 14Q: 3 clusters Score -2868861 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2868959.250000 Penalty: 3498.510010
	Iteration 15Q: 3 clusters Score -2868959 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2869057.750000 Penalty: 3498.510010
	Iteration 16Q: 3 clusters Score -2869058 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2869178.500000 Penalty: 3498.510010
	Iteration 17Q: 3 clusters Score -2869178 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2869324.000000 Penalty: 3498.510010
	Iteration 18Q: 3 clusters Score -2869324 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2869509.250000 Penalty: 3498.510010
	Iteration 19Q: 3 clusters Score -2869509 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2869745.750000 Penalty: 3498.510010
	Iteration 20F: 3 clusters Score -2869746 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2870057.000000 Penalty: 3498.510010
	Iteration 21Q: 3 clusters Score -2870057 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2870420.500000 Penalty: 3498.510010
	Iteration 22Q: 3 clusters Score -2870420 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2870873.250000 Penalty: 3498.510010
	Iteration 23Q: 3 clusters Score -2870873 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2871443.750000 Penalty: 3498.510010
	Iteration 24Q: 3 clusters Score -2871444 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2872167.000000 Penalty: 3498.510010
	Iteration 25Q: 3 clusters Score -2872167 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2872992.250000 Penalty: 3498.510010
	Iteration 26Q: 3 clusters Score -2872992 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2873770.500000 Penalty: 3498.510010
	Iteration 27Q: 3 clusters Score -2873770 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2874514.500000 Penalty: 3498.510010
	Iteration 28Q: 3 clusters Score -2874514 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2875161.750000 Penalty: 3498.510010
	Iteration 29Q: 3 clusters Score -2875162 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2875633.750000 Penalty: 3498.510010
	Iteration 30Q: 3 clusters Score -2875634 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2875967.500000 Penalty: 3498.510010
	Iteration 31Q: 3 clusters Score -2875968 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2876210.000000 Penalty: 3498.510010
	Iteration 32Q: 3 clusters Score -2876210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2876388.500000 Penalty: 3498.510010
	Iteration 33Q: 3 clusters Score -2876388 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2876500.750000 Penalty: 3498.510010
	Iteration 34Q: 3 clusters Score -2876501 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2876576.500000 Penalty: 3498.510010
	Iteration 35Q: 3 clusters Score -2876576 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2876643.000000 Penalty: 3498.510010
	Iteration 36Q: 3 clusters Score -2876643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2876686.250000 Penalty: 3498.510010
	Iteration 37Q: 3 clusters Score -2876686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2876711.000000 Penalty: 3498.510010
	Iteration 38Q: 3 clusters Score -2876711 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2876736.500000 Penalty: 3498.510010
	Iteration 39Q: 3 clusters Score -2876736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2876759.750000 Penalty: 3498.510010
	Iteration 40F: 3 clusters Score -2876760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2876772.250000 Penalty: 3498.510010
	Iteration 41Q: 3 clusters Score -2876772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2876787.750000 Penalty: 3498.510010
	Iteration 42Q: 3 clusters Score -2876788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2876804.250000 Penalty: 3498.510010
	Iteration 43Q: 3 clusters Score -2876804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2876820.500000 Penalty: 3498.510010
	Iteration 44Q: 3 clusters Score -2876820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2876835.000000 Penalty: 3498.510010
	Iteration 45Q: 3 clusters Score -2876835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2876844.250000 Penalty: 3498.510010
	Iteration 46Q: 3 clusters Score -2876844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2876842.500000 Penalty: 3498.510010
	Iteration 47Q: 3 clusters Score -2876842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2876851.000000 Penalty: 3498.510010
	Iteration 48Q: 3 clusters Score -2876851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2876863.000000 Penalty: 3498.510010
	Iteration 49Q: 3 clusters Score -2876863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2876865.750000 Penalty: 3498.510010
	Iteration 50Q: 3 clusters Score -2876866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2876865.750000 Penalty: 3498.510010
	Iteration 51Q: 3 clusters Score -2876866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2876867.500000 Penalty: 3498.510010
	Iteration 52Q: 3 clusters Score -2876868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2876863.500000 Penalty: 3498.510010
	Iteration 53Q: 3 clusters Score -2876864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2876867.500000 Penalty: 3498.510010
	Iteration 54Q: 3 clusters Score -2876868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2876875.000000 Penalty: 3498.510010
	Iteration 55Q: 3 clusters Score -2876875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2876876.000000 Penalty: 3498.510010
	Iteration 56Q: 3 clusters Score -2876876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2876872.750000 Penalty: 3498.510010
	Iteration 57Q: 3 clusters Score -2876873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2876876.250000 Penalty: 3498.510010
	Iteration 58Q: 3 clusters Score -2876876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2876874.000000 Penalty: 3498.510010
	Iteration 59Q: 3 clusters Score -2876874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2876872.750000 Penalty: 3498.510010
	Iteration 60F: 3 clusters Score -2876873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2876875.250000 Penalty: 3498.510010
	Iteration 61Q: 3 clusters Score -2876875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2876878.250000 Penalty: 3498.510010
	Iteration 62Q: 3 clusters Score -2876878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2876877.750000 Penalty: 3498.510010
	Iteration 63Q: 3 clusters Score -2876878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2876879.750000 Penalty: 3498.510010
	Iteration 64Q: 3 clusters Score -2876880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2876880.250000 Penalty: 3498.510010
	Iteration 65Q: 3 clusters Score -2876880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2876877.750000 Penalty: 3498.510010
	Iteration 66Q: 3 clusters Score -2876878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2876877.750000 Penalty: 3498.510010
	Iteration 67F: 3 clusters Score -2876878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -95265.210938 Penalty: 1208.928467
	Iteration 0F: 2 clusters Score -95265.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -93388.945312 Penalty: 2417.856934
	Iteration 0F: 3 clusters Score -93388.95 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -93795.132812 Penalty: 2417.856934
	Iteration 1F: 3 clusters Score -93795.13 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -93898.398438 Penalty: 2417.856934
	Iteration 2F: 3 clusters Score -93898.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93955.398438 Penalty: 2417.856934
	Iteration 3Q: 3 clusters Score -93955.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93991.101562 Penalty: 2417.856934
	Iteration 4Q: 3 clusters Score -93991.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -94013.546875 Penalty: 2417.856934
	Iteration 5Q: 3 clusters Score -94013.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -94029.679688 Penalty: 2417.856934
	Iteration 6Q: 3 clusters Score -94029.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -94043.257812 Penalty: 2417.856934
	Iteration 7Q: 3 clusters Score -94043.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -94057.789062 Penalty: 2417.856934
	Iteration 8Q: 3 clusters Score -94057.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -94067.218750 Penalty: 2417.856934
	Iteration 9Q: 3 clusters Score -94067.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -94071.781250 Penalty: 2417.856934
	Iteration 10Q: 3 clusters Score -94071.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -94075.359375 Penalty: 2417.856934
	Iteration 11Q: 3 clusters Score -94075.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94076.414062 Penalty: 2417.856934
	Iteration 12Q: 3 clusters Score -94076.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94078.062500 Penalty: 2417.856934
	Iteration 13Q: 3 clusters Score -94078.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -94082.648438 Penalty: 2417.856934
	Iteration 14Q: 3 clusters Score -94082.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -94090.203125 Penalty: 2417.856934
	Iteration 15Q: 3 clusters Score -94090.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -94096.421875 Penalty: 2417.856934
	Iteration 16Q: 3 clusters Score -94096.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -94099.953125 Penalty: 2417.856934
	Iteration 17Q: 3 clusters Score -94099.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -94103.304688 Penalty: 2417.856934
	Iteration 18Q: 3 clusters Score -94103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -94106.921875 Penalty: 2417.856934
	Iteration 19Q: 3 clusters Score -94106.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94113.656250 Penalty: 2417.856934
	Iteration 20F: 3 clusters Score -94113.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -94122.664062 Penalty: 2417.856934
	Iteration 21Q: 3 clusters Score -94122.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -94129.546875 Penalty: 2417.856934
	Iteration 22Q: 3 clusters Score -94129.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -94136.125000 Penalty: 2417.856934
	Iteration 23Q: 3 clusters Score -94136.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -94140.007812 Penalty: 2417.856934
	Iteration 24Q: 3 clusters Score -94140.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -94144.820312 Penalty: 2417.856934
	Iteration 25Q: 3 clusters Score -94144.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -94150.015625 Penalty: 2417.856934
	Iteration 26Q: 3 clusters Score -94150.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -94161.929688 Penalty: 2417.856934
	Iteration 27Q: 3 clusters Score -94161.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -94172.851562 Penalty: 2417.856934
	Iteration 28Q: 3 clusters Score -94172.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -94177.257812 Penalty: 2417.856934
	Iteration 29Q: 3 clusters Score -94177.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -94180.265625 Penalty: 2417.856934
	Iteration 30Q: 3 clusters Score -94180.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -94182.000000 Penalty: 2417.856934
	Iteration 31Q: 3 clusters Score -94182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -94184.820312 Penalty: 2417.856934
	Iteration 32Q: 3 clusters Score -94184.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94185.859375 Penalty: 2417.856934
	Iteration 33Q: 3 clusters Score -94185.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -94186.515625 Penalty: 2417.856934
	Iteration 34Q: 3 clusters Score -94186.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -94186.992188 Penalty: 2417.856934
	Iteration 35Q: 3 clusters Score -94186.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -94186.992188 Penalty: 2417.856934
	Iteration 36F: 3 clusters Score -94186.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -247670.562500 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -247670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -244136.265625 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -244136.3 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -245026.234375 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -245026.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -245157.656250 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -245157.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -245241.734375 Penalty: 2714.350098
	Iteration 3Q: 3 clusters Score -245241.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -245317.453125 Penalty: 2714.350098
	Iteration 4Q: 3 clusters Score -245317.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -245376.484375 Penalty: 2714.350098
	Iteration 5Q: 3 clusters Score -245376.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -245420.609375 Penalty: 2714.350098
	Iteration 6Q: 3 clusters Score -245420.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -245454.953125 Penalty: 2714.350098
	Iteration 7Q: 3 clusters Score -245455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -245495.437500 Penalty: 2714.350098
	Iteration 8Q: 3 clusters Score -245495.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -245532.265625 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -245532.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -245567.609375 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -245567.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -245600.984375 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -245601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -245637.468750 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -245637.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -245687.125000 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -245687.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -245738.453125 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -245738.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -245802.718750 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -245802.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -245863.859375 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -245863.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -245932.296875 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -245932.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -246024.953125 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -246025 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -246117.718750 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -246117.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -246207.046875 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -246207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246266.828125 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -246266.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -246309.453125 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -246309.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -246350.250000 Penalty: 2714.350098
	Iteration 23Q: 3 clusters Score -246350.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -246386.953125 Penalty: 2714.350098
	Iteration 24Q: 3 clusters Score -246387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -246416.734375 Penalty: 2714.350098
	Iteration 25Q: 3 clusters Score -246416.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -246436.984375 Penalty: 2714.350098
	Iteration 26Q: 3 clusters Score -246437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -246450.531250 Penalty: 2714.350098
	Iteration 27Q: 3 clusters Score -246450.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -246462.546875 Penalty: 2714.350098
	Iteration 28Q: 3 clusters Score -246462.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -246470.562500 Penalty: 2714.350098
	Iteration 29Q: 3 clusters Score -246470.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -246482.187500 Penalty: 2714.350098
	Iteration 30Q: 3 clusters Score -246482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -246490.078125 Penalty: 2714.350098
	Iteration 31Q: 3 clusters Score -246490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -246494.484375 Penalty: 2714.350098
	Iteration 32Q: 3 clusters Score -246494.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -246498.093750 Penalty: 2714.350098
	Iteration 33Q: 3 clusters Score -246498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -246504.781250 Penalty: 2714.350098
	Iteration 34Q: 3 clusters Score -246504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -246508.625000 Penalty: 2714.350098
	Iteration 35Q: 3 clusters Score -246508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -246510.453125 Penalty: 2714.350098
	Iteration 36Q: 3 clusters Score -246510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -246512.390625 Penalty: 2714.350098
	Iteration 37Q: 3 clusters Score -246512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -246515.656250 Penalty: 2714.350098
	Iteration 38Q: 3 clusters Score -246515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -246518.578125 Penalty: 2714.350098
	Iteration 39Q: 3 clusters Score -246518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -246522.468750 Penalty: 2714.350098
	Iteration 40F: 3 clusters Score -246522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -246523.468750 Penalty: 2714.350098
	Iteration 41Q: 3 clusters Score -246523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -246525.484375 Penalty: 2714.350098
	Iteration 42Q: 3 clusters Score -246525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -246526.593750 Penalty: 2714.350098
	Iteration 43Q: 3 clusters Score -246526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -246527.765625 Penalty: 2714.350098
	Iteration 44Q: 3 clusters Score -246527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -246529.921875 Penalty: 2714.350098
	Iteration 45Q: 3 clusters Score -246529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -246530.859375 Penalty: 2714.350098
	Iteration 46Q: 3 clusters Score -246530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -246530.984375 Penalty: 2714.350098
	Iteration 47Q: 3 clusters Score -246531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -246530.984375 Penalty: 2714.350098
	Iteration 48F: 3 clusters Score -246531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -83952.953125 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -83952.95 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 726 members 
Entering Unmasked Estep 
Score: -82159.039062 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -82159.04 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -82491.640625 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -82491.64 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82593.125000 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -82593.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82656.289062 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -82656.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82699.640625 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -82699.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82738.695312 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -82738.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82779.789062 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -82779.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82812.328125 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -82812.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82845.593750 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -82845.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82884.046875 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -82884.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82910.289062 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -82910.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82943.234375 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -82943.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82964.679688 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -82964.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82997.031250 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -82997.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83018.890625 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -83018.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83032.101562 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -83032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83039.835938 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -83039.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83045.195312 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -83045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83047.492188 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -83047.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83051.023438 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -83051.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83054.203125 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -83054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83056.187500 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -83056.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83057.226562 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -83057.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83057.851562 Penalty: 2371.334473
	Iteration 23Q: 3 clusters Score -83057.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83057.906250 Penalty: 2371.334473
	Iteration 24Q: 3 clusters Score -83057.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83057.906250 Penalty: 2371.334473
	Iteration 25F: 3 clusters Score -83057.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -49193.578125 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -49193.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47751.625000 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -47751.62 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48024.937500 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -48024.94 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48125.992188 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -48125.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -48166.269531 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -48166.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -48190.203125 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -48190.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -48220.593750 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -48220.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -48241.652344 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -48241.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -48269.027344 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -48269.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -48298.089844 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -48298.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -48327.386719 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -48327.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -48357.550781 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -48357.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -48383.031250 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -48383.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -48404.218750 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -48404.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -48439.113281 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -48439.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -48474.523438 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -48474.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -48493.976562 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -48493.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -48507.933594 Penalty: 2247.932373
	Iteration 16Q: 3 clusters Score -48507.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -48517.019531 Penalty: 2247.932373
	Iteration 17Q: 3 clusters Score -48517.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -48521.167969 Penalty: 2247.932373
	Iteration 18Q: 3 clusters Score -48521.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -48527.074219 Penalty: 2247.932373
	Iteration 19Q: 3 clusters Score -48527.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -48537.996094 Penalty: 2247.932373
	Iteration 20F: 3 clusters Score -48538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -48550.136719 Penalty: 2247.932373
	Iteration 21Q: 3 clusters Score -48550.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -48554.210938 Penalty: 2247.932373
	Iteration 22Q: 3 clusters Score -48554.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -48557.285156 Penalty: 2247.932373
	Iteration 23Q: 3 clusters Score -48557.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -48560.820312 Penalty: 2247.932373
	Iteration 24Q: 3 clusters Score -48560.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -48568.148438 Penalty: 2247.932373
	Iteration 25Q: 3 clusters Score -48568.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -48578.339844 Penalty: 2247.932373
	Iteration 26Q: 3 clusters Score -48578.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -48595.582031 Penalty: 2247.932373
	Iteration 27Q: 3 clusters Score -48595.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -48605.750000 Penalty: 2247.932373
	Iteration 28Q: 3 clusters Score -48605.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -48611.421875 Penalty: 2247.932373
	Iteration 29Q: 3 clusters Score -48611.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -48611.785156 Penalty: 2247.932373
	Iteration 30Q: 3 clusters Score -48611.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -48612.230469 Penalty: 2247.932373
	Iteration 31Q: 3 clusters Score -48612.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -48612.765625 Penalty: 2247.932373
	Iteration 32Q: 3 clusters Score -48612.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -48612.765625 Penalty: 2247.932373
	Iteration 33F: 3 clusters Score -48612.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -121654.257812 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -121654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119486.671875 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -119486.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -119989.343750 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -119989.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -120172.195312 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -120172.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120317.234375 Penalty: 2489.230713
	Iteration 3F: 3 clusters Score -120317.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -120449.484375 Penalty: 2489.230713
	Iteration 4F: 3 clusters Score -120449.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120537.914062 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -120537.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120623.937500 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -120623.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120680.398438 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -120680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120711.468750 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -120711.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -120737.445312 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -120737.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120754.429688 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -120754.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120770.906250 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -120770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -120776.773438 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -120776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120780.898438 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -120780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120786.351562 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -120786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -120788.656250 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -120788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -120790.921875 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -120790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120791.734375 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -120791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120794.304688 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -120794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -120797.789062 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -120797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -120802.546875 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -120802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -120807.898438 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -120807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -120811.382812 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -120811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -120812.187500 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -120812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -120813.898438 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -120813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -120817.750000 Penalty: 2489.230713
	Iteration 25Q: 3 clusters Score -120817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120819.867188 Penalty: 2489.230713
	Iteration 26Q: 3 clusters Score -120819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120819.867188 Penalty: 2489.230713
	Iteration 27F: 3 clusters Score -120819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -107894.937500 Penalty: 1234.984131
	Iteration 0F: 2 clusters Score -107894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -105825.265625 Penalty: 2469.968262
	Iteration 0F: 3 clusters Score -105825.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -106293.335938 Penalty: 2469.968262
	Iteration 1F: 3 clusters Score -106293.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -106431.117188 Penalty: 2469.968262
	Iteration 2F: 3 clusters Score -106431.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -106541.812500 Penalty: 2469.968262
	Iteration 3F: 3 clusters Score -106541.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -106643.257812 Penalty: 2469.968262
	Iteration 4Q: 3 clusters Score -106643.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -106723.812500 Penalty: 2469.968262
	Iteration 5Q: 3 clusters Score -106723.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -106808.187500 Penalty: 2469.968262
	Iteration 6Q: 3 clusters Score -106808.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -106891.007812 Penalty: 2469.968262
	Iteration 7Q: 3 clusters Score -106891 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -106967.843750 Penalty: 2469.968262
	Iteration 8Q: 3 clusters Score -106967.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -107035.796875 Penalty: 2469.968262
	Iteration 9Q: 3 clusters Score -107035.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -107092.539062 Penalty: 2469.968262
	Iteration 10Q: 3 clusters Score -107092.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -107131.796875 Penalty: 2469.968262
	Iteration 11Q: 3 clusters Score -107131.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -107156.437500 Penalty: 2469.968262
	Iteration 12Q: 3 clusters Score -107156.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -107172.687500 Penalty: 2469.968262
	Iteration 13Q: 3 clusters Score -107172.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -107186.632812 Penalty: 2469.968262
	Iteration 14Q: 3 clusters Score -107186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -107202.312500 Penalty: 2469.968262
	Iteration 15Q: 3 clusters Score -107202.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -107213.835938 Penalty: 2469.968262
	Iteration 16Q: 3 clusters Score -107213.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -107225.890625 Penalty: 2469.968262
	Iteration 17Q: 3 clusters Score -107225.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -107237.539062 Penalty: 2469.968262
	Iteration 18Q: 3 clusters Score -107237.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -107243.710938 Penalty: 2469.968262
	Iteration 19Q: 3 clusters Score -107243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -107249.601562 Penalty: 2469.968262
	Iteration 20F: 3 clusters Score -107249.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -107257.078125 Penalty: 2469.968262
	Iteration 21Q: 3 clusters Score -107257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -107262.039062 Penalty: 2469.968262
	Iteration 22Q: 3 clusters Score -107262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -107268.906250 Penalty: 2469.968262
	Iteration 23Q: 3 clusters Score -107268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -107271.609375 Penalty: 2469.968262
	Iteration 24Q: 3 clusters Score -107271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -107272.890625 Penalty: 2469.968262
	Iteration 25Q: 3 clusters Score -107272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -107273.859375 Penalty: 2469.968262
	Iteration 26Q: 3 clusters Score -107273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -107275.242188 Penalty: 2469.968262
	Iteration 27Q: 3 clusters Score -107275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107279.015625 Penalty: 2469.968262
	Iteration 28Q: 3 clusters Score -107279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -107284.875000 Penalty: 2469.968262
	Iteration 29Q: 3 clusters Score -107284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -107288.015625 Penalty: 2469.968262
	Iteration 30Q: 3 clusters Score -107288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -107288.656250 Penalty: 2469.968262
	Iteration 31Q: 3 clusters Score -107288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -107288.968750 Penalty: 2469.968262
	Iteration 32Q: 3 clusters Score -107289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -107290.414062 Penalty: 2469.968262
	Iteration 33Q: 3 clusters Score -107290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -107292.070312 Penalty: 2469.968262
	Iteration 34Q: 3 clusters Score -107292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -107294.570312 Penalty: 2469.968262
	Iteration 35Q: 3 clusters Score -107294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -107295.710938 Penalty: 2469.968262
	Iteration 36Q: 3 clusters Score -107295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107296.101562 Penalty: 2469.968262
	Iteration 37Q: 3 clusters Score -107296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107296.101562 Penalty: 2469.968262
	Iteration 38F: 3 clusters Score -107296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -93181.414062 Penalty: 1201.305298
	Iteration 0F: 2 clusters Score -93181.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -91354.320312 Penalty: 2402.610596
	Iteration 0F: 3 clusters Score -91354.32 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -91728.882812 Penalty: 2402.610596
	Iteration 1F: 3 clusters Score -91728.88 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -91828.343750 Penalty: 2402.610596
	Iteration 2F: 3 clusters Score -91828.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -91887.171875 Penalty: 2402.610596
	Iteration 3Q: 3 clusters Score -91887.17 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -91924.734375 Penalty: 2402.610596
	Iteration 4Q: 3 clusters Score -91924.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -91967.343750 Penalty: 2402.610596
	Iteration 5Q: 3 clusters Score -91967.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -91993.421875 Penalty: 2402.610596
	Iteration 6Q: 3 clusters Score -91993.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92015.585938 Penalty: 2402.610596
	Iteration 7Q: 3 clusters Score -92015.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -92027.179688 Penalty: 2402.610596
	Iteration 8Q: 3 clusters Score -92027.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -92032.132812 Penalty: 2402.610596
	Iteration 9Q: 3 clusters Score -92032.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92038.171875 Penalty: 2402.610596
	Iteration 10Q: 3 clusters Score -92038.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92042.992188 Penalty: 2402.610596
	Iteration 11Q: 3 clusters Score -92042.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92048.617188 Penalty: 2402.610596
	Iteration 12Q: 3 clusters Score -92048.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92053.312500 Penalty: 2402.610596
	Iteration 13Q: 3 clusters Score -92053.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92056.625000 Penalty: 2402.610596
	Iteration 14Q: 3 clusters Score -92056.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92061.632812 Penalty: 2402.610596
	Iteration 15Q: 3 clusters Score -92061.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -92065.218750 Penalty: 2402.610596
	Iteration 16Q: 3 clusters Score -92065.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92066.843750 Penalty: 2402.610596
	Iteration 17Q: 3 clusters Score -92066.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -92069.320312 Penalty: 2402.610596
	Iteration 18Q: 3 clusters Score -92069.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -92070.921875 Penalty: 2402.610596
	Iteration 19Q: 3 clusters Score -92070.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -92072.992188 Penalty: 2402.610596
	Iteration 20F: 3 clusters Score -92072.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -92077.000000 Penalty: 2402.610596
	Iteration 21Q: 3 clusters Score -92077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -92082.398438 Penalty: 2402.610596
	Iteration 22Q: 3 clusters Score -92082.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92086.007812 Penalty: 2402.610596
	Iteration 23Q: 3 clusters Score -92086.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92088.882812 Penalty: 2402.610596
	Iteration 24Q: 3 clusters Score -92088.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -92090.304688 Penalty: 2402.610596
	Iteration 25Q: 3 clusters Score -92090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -92094.507812 Penalty: 2402.610596
	Iteration 26Q: 3 clusters Score -92094.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -92099.125000 Penalty: 2402.610596
	Iteration 27Q: 3 clusters Score -92099.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92100.992188 Penalty: 2402.610596
	Iteration 28Q: 3 clusters Score -92100.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -92103.390625 Penalty: 2402.610596
	Iteration 29Q: 3 clusters Score -92103.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -92105.250000 Penalty: 2402.610596
	Iteration 30Q: 3 clusters Score -92105.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -92109.765625 Penalty: 2402.610596
	Iteration 31Q: 3 clusters Score -92109.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -92113.804688 Penalty: 2402.610596
	Iteration 32Q: 3 clusters Score -92113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -92116.585938 Penalty: 2402.610596
	Iteration 33Q: 3 clusters Score -92116.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -92120.875000 Penalty: 2402.610596
	Iteration 34Q: 3 clusters Score -92120.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -92126.414062 Penalty: 2402.610596
	Iteration 35Q: 3 clusters Score -92126.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -92128.320312 Penalty: 2402.610596
	Iteration 36Q: 3 clusters Score -92128.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -92130.984375 Penalty: 2402.610596
	Iteration 37Q: 3 clusters Score -92130.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -92136.250000 Penalty: 2402.610596
	Iteration 38Q: 3 clusters Score -92136.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -92141.617188 Penalty: 2402.610596
	Iteration 39Q: 3 clusters Score -92141.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -92148.476562 Penalty: 2402.610596
	Iteration 40F: 3 clusters Score -92148.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -92158.882812 Penalty: 2402.610596
	Iteration 41Q: 3 clusters Score -92158.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92174.195312 Penalty: 2402.610596
	Iteration 42Q: 3 clusters Score -92174.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92189.375000 Penalty: 2402.610596
	Iteration 43Q: 3 clusters Score -92189.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -92206.414062 Penalty: 2402.610596
	Iteration 44Q: 3 clusters Score -92206.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92223.281250 Penalty: 2402.610596
	Iteration 45Q: 3 clusters Score -92223.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92241.812500 Penalty: 2402.610596
	Iteration 46Q: 3 clusters Score -92241.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -92255.140625 Penalty: 2402.610596
	Iteration 47Q: 3 clusters Score -92255.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -92269.976562 Penalty: 2402.610596
	Iteration 48Q: 3 clusters Score -92269.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -92280.484375 Penalty: 2402.610596
	Iteration 49Q: 3 clusters Score -92280.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -92285.828125 Penalty: 2402.610596
	Iteration 50Q: 3 clusters Score -92285.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -92288.734375 Penalty: 2402.610596
	Iteration 51Q: 3 clusters Score -92288.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -92290.976562 Penalty: 2402.610596
	Iteration 52Q: 3 clusters Score -92290.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -92293.562500 Penalty: 2402.610596
	Iteration 53Q: 3 clusters Score -92293.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -92296.539062 Penalty: 2402.610596
	Iteration 54Q: 3 clusters Score -92296.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92300.921875 Penalty: 2402.610596
	Iteration 55Q: 3 clusters Score -92300.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -92304.406250 Penalty: 2402.610596
	Iteration 56Q: 3 clusters Score -92304.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -92306.429688 Penalty: 2402.610596
	Iteration 57Q: 3 clusters Score -92306.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -92307.000000 Penalty: 2402.610596
	Iteration 58Q: 3 clusters Score -92307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -92308.140625 Penalty: 2402.610596
	Iteration 59Q: 3 clusters Score -92308.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -92309.046875 Penalty: 2402.610596
	Iteration 60F: 3 clusters Score -92309.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -92309.046875 Penalty: 2402.610596
	Iteration 61Q: 3 clusters Score -92309.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -92309.046875 Penalty: 2402.610596
	Iteration 62F: 3 clusters Score -92309.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (66478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Entering Unmasked Estep 
Score: -4016770.250000 Penalty: 1804.501831
	Iteration 0F: 2 clusters Score -4016770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3972101.000000 Penalty: 3609.003662
	Iteration 0F: 3 clusters Score -3972101 nChanged 31585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3990818.500000 Penalty: 3609.003662
	Iteration 1F: 3 clusters Score -3990818 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3991771.750000 Penalty: 3609.003662
	Iteration 2Q: 3 clusters Score -3991772 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3993173.750000 Penalty: 3609.003662
	Iteration 3Q: 3 clusters Score -3993174 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -3995008.500000 Penalty: 3609.003662
	Iteration 4F: 3 clusters Score -3995008 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3997035.500000 Penalty: 3609.003662
	Iteration 5F: 3 clusters Score -3997036 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3998978.750000 Penalty: 3609.003662
	Iteration 6F: 3 clusters Score -3998979 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4000572.500000 Penalty: 3609.003662
	Iteration 7F: 3 clusters Score -4000572 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4001949.000000 Penalty: 3609.003662
	Iteration 8Q: 3 clusters Score -4001949 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4003161.000000 Penalty: 3609.003662
	Iteration 9Q: 3 clusters Score -4003161 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -4004284.750000 Penalty: 3609.003662
	Iteration 10Q: 3 clusters Score -4004285 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4005292.500000 Penalty: 3609.003662
	Iteration 11Q: 3 clusters Score -4005292 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4006120.000000 Penalty: 3609.003662
	Iteration 12Q: 3 clusters Score -4006120 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4006662.500000 Penalty: 3609.003662
	Iteration 13Q: 3 clusters Score -4006662 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4007042.500000 Penalty: 3609.003662
	Iteration 14Q: 3 clusters Score -4007042 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4007325.750000 Penalty: 3609.003662
	Iteration 15Q: 3 clusters Score -4007326 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4007613.250000 Penalty: 3609.003662
	Iteration 16Q: 3 clusters Score -4007613 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4007857.750000 Penalty: 3609.003662
	Iteration 17Q: 3 clusters Score -4007858 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4008158.500000 Penalty: 3609.003662
	Iteration 18Q: 3 clusters Score -4008158 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4008441.500000 Penalty: 3609.003662
	Iteration 19Q: 3 clusters Score -4008442 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4008754.000000 Penalty: 3609.003662
	Iteration 20F: 3 clusters Score -4008754 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4009124.750000 Penalty: 3609.003662
	Iteration 21Q: 3 clusters Score -4009125 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4009438.000000 Penalty: 3609.003662
	Iteration 22Q: 3 clusters Score -4009438 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4009763.750000 Penalty: 3609.003662
	Iteration 23Q: 3 clusters Score -4009764 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4010092.500000 Penalty: 3609.003662
	Iteration 24Q: 3 clusters Score -4010092 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4010390.750000 Penalty: 3609.003662
	Iteration 25Q: 3 clusters Score -4010391 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4010691.750000 Penalty: 3609.003662
	Iteration 26Q: 3 clusters Score -4010692 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4010941.750000 Penalty: 3609.003662
	Iteration 27Q: 3 clusters Score -4010942 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4011189.000000 Penalty: 3609.003662
	Iteration 28Q: 3 clusters Score -4011189 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4011430.000000 Penalty: 3609.003662
	Iteration 29Q: 3 clusters Score -4011430 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4011658.250000 Penalty: 3609.003662
	Iteration 30Q: 3 clusters Score -4011658 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4011881.500000 Penalty: 3609.003662
	Iteration 31Q: 3 clusters Score -4011882 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4012078.750000 Penalty: 3609.003662
	Iteration 32Q: 3 clusters Score -4012079 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -4012304.000000 Penalty: 3609.003662
	Iteration 33Q: 3 clusters Score -4012304 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -4012531.500000 Penalty: 3609.003662
	Iteration 34Q: 3 clusters Score -4012532 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4012776.250000 Penalty: 3609.003662
	Iteration 35Q: 3 clusters Score -4012776 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4013025.500000 Penalty: 3609.003662
	Iteration 36Q: 3 clusters Score -4013026 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4013277.750000 Penalty: 3609.003662
	Iteration 37Q: 3 clusters Score -4013278 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4013523.250000 Penalty: 3609.003662
	Iteration 38Q: 3 clusters Score -4013523 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4013724.500000 Penalty: 3609.003662
	Iteration 39Q: 3 clusters Score -4013724 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4013967.750000 Penalty: 3609.003662
	Iteration 40F: 3 clusters Score -4013968 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4014186.000000 Penalty: 3609.003662
	Iteration 41Q: 3 clusters Score -4014186 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4014379.000000 Penalty: 3609.003662
	Iteration 42Q: 3 clusters Score -4014379 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4014520.250000 Penalty: 3609.003662
	Iteration 43Q: 3 clusters Score -4014520 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4014661.500000 Penalty: 3609.003662
	Iteration 44Q: 3 clusters Score -4014662 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4014772.750000 Penalty: 3609.003662
	Iteration 45Q: 3 clusters Score -4014773 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4014870.250000 Penalty: 3609.003662
	Iteration 46Q: 3 clusters Score -4014870 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4014929.750000 Penalty: 3609.003662
	Iteration 47Q: 3 clusters Score -4014930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4014982.000000 Penalty: 3609.003662
	Iteration 48Q: 3 clusters Score -4014982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4015018.750000 Penalty: 3609.003662
	Iteration 49Q: 3 clusters Score -4015019 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4015060.250000 Penalty: 3609.003662
	Iteration 50Q: 3 clusters Score -4015060 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4015097.500000 Penalty: 3609.003662
	Iteration 51Q: 3 clusters Score -4015098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4015128.250000 Penalty: 3609.003662
	Iteration 52Q: 3 clusters Score -4015128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4015149.000000 Penalty: 3609.003662
	Iteration 53Q: 3 clusters Score -4015149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4015174.250000 Penalty: 3609.003662
	Iteration 54Q: 3 clusters Score -4015174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4015188.500000 Penalty: 3609.003662
	Iteration 55Q: 3 clusters Score -4015188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4015205.000000 Penalty: 3609.003662
	Iteration 56Q: 3 clusters Score -4015205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4015220.250000 Penalty: 3609.003662
	Iteration 57Q: 3 clusters Score -4015220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4015235.250000 Penalty: 3609.003662
	Iteration 58Q: 3 clusters Score -4015235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4015238.750000 Penalty: 3609.003662
	Iteration 59Q: 3 clusters Score -4015239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4015254.250000 Penalty: 3609.003662
	Iteration 60F: 3 clusters Score -4015254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4015245.750000 Penalty: 3609.003662
	Iteration 61Q: 3 clusters Score -4015246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4015254.500000 Penalty: 3609.003662
	Iteration 62Q: 3 clusters Score -4015254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4015257.250000 Penalty: 3609.003662
	Iteration 63Q: 3 clusters Score -4015257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4015265.750000 Penalty: 3609.003662
	Iteration 64Q: 3 clusters Score -4015266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4015271.250000 Penalty: 3609.003662
	Iteration 65Q: 3 clusters Score -4015271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4015281.250000 Penalty: 3609.003662
	Iteration 66Q: 3 clusters Score -4015281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4015280.500000 Penalty: 3609.003662
	Iteration 67Q: 3 clusters Score -4015280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4015291.500000 Penalty: 3609.003662
	Iteration 68Q: 3 clusters Score -4015292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4015300.500000 Penalty: 3609.003662
	Iteration 69Q: 3 clusters Score -4015300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4015302.000000 Penalty: 3609.003662
	Iteration 70Q: 3 clusters Score -4015302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4015308.750000 Penalty: 3609.003662
	Iteration 71Q: 3 clusters Score -4015309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4015308.000000 Penalty: 3609.003662
	Iteration 72Q: 3 clusters Score -4015308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4015305.500000 Penalty: 3609.003662
	Iteration 73Q: 3 clusters Score -4015306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4015307.500000 Penalty: 3609.003662
	Iteration 74Q: 3 clusters Score -4015308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4015311.750000 Penalty: 3609.003662
	Iteration 75Q: 3 clusters Score -4015312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4015313.750000 Penalty: 3609.003662
	Iteration 76Q: 3 clusters Score -4015314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4015318.750000 Penalty: 3609.003662
	Iteration 77Q: 3 clusters Score -4015319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4015320.500000 Penalty: 3609.003662
	Iteration 78Q: 3 clusters Score -4015320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4015322.500000 Penalty: 3609.003662
	Iteration 79Q: 3 clusters Score -4015322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4015328.250000 Penalty: 3609.003662
	Iteration 80F: 3 clusters Score -4015328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4015327.750000 Penalty: 3609.003662
	Iteration 81Q: 3 clusters Score -4015328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4015327.750000 Penalty: 3609.003662
	Iteration 82F: 3 clusters Score -4015328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -133682.234375 Penalty: 1255.222656
	Iteration 0F: 2 clusters Score -133682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -131440.328125 Penalty: 2510.445312
	Iteration 0F: 3 clusters Score -131440.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -131892.750000 Penalty: 2510.445312
	Iteration 1F: 3 clusters Score -131892.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -132025.421875 Penalty: 2510.445312
	Iteration 2F: 3 clusters Score -132025.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -132116.593750 Penalty: 2510.445312
	Iteration 3F: 3 clusters Score -132116.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -132177.875000 Penalty: 2510.445312
	Iteration 4Q: 3 clusters Score -132177.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -132228.234375 Penalty: 2510.445312
	Iteration 5Q: 3 clusters Score -132228.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -132271.421875 Penalty: 2510.445312
	Iteration 6Q: 3 clusters Score -132271.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -132312.171875 Penalty: 2510.445312
	Iteration 7Q: 3 clusters Score -132312.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -132340.203125 Penalty: 2510.445312
	Iteration 8Q: 3 clusters Score -132340.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -132368.156250 Penalty: 2510.445312
	Iteration 9Q: 3 clusters Score -132368.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -132392.656250 Penalty: 2510.445312
	Iteration 10Q: 3 clusters Score -132392.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -132406.468750 Penalty: 2510.445312
	Iteration 11Q: 3 clusters Score -132406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -132414.953125 Penalty: 2510.445312
	Iteration 12Q: 3 clusters Score -132415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -132426.875000 Penalty: 2510.445312
	Iteration 13Q: 3 clusters Score -132426.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -132436.421875 Penalty: 2510.445312
	Iteration 14Q: 3 clusters Score -132436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -132447.500000 Penalty: 2510.445312
	Iteration 15Q: 3 clusters Score -132447.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -132457.062500 Penalty: 2510.445312
	Iteration 16Q: 3 clusters Score -132457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -132460.828125 Penalty: 2510.445312
	Iteration 17Q: 3 clusters Score -132460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -132466.000000 Penalty: 2510.445312
	Iteration 18Q: 3 clusters Score -132466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -132472.312500 Penalty: 2510.445312
	Iteration 19Q: 3 clusters Score -132472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -132475.843750 Penalty: 2510.445312
	Iteration 20F: 3 clusters Score -132475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -132478.593750 Penalty: 2510.445312
	Iteration 21Q: 3 clusters Score -132478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -132480.265625 Penalty: 2510.445312
	Iteration 22Q: 3 clusters Score -132480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -132480.843750 Penalty: 2510.445312
	Iteration 23Q: 3 clusters Score -132480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -132482.906250 Penalty: 2510.445312
	Iteration 24Q: 3 clusters Score -132482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -132483.093750 Penalty: 2510.445312
	Iteration 25Q: 3 clusters Score -132483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -132483.609375 Penalty: 2510.445312
	Iteration 26Q: 3 clusters Score -132483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -132483.609375 Penalty: 2510.445312
	Iteration 27F: 3 clusters Score -132483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -338855.218750 Penalty: 1404.019287
	Iteration 0F: 2 clusters Score -338855.2 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 2815 members 
Entering Unmasked Estep 
Score: -334485.531250 Penalty: 2808.038574
	Iteration 0F: 3 clusters Score -334485.5 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -335787.187500 Penalty: 2808.038574
	Iteration 1F: 3 clusters Score -335787.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -335971.187500 Penalty: 2808.038574
	Iteration 2F: 3 clusters Score -335971.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -336078.937500 Penalty: 2808.038574
	Iteration 3Q: 3 clusters Score -336078.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -336178.937500 Penalty: 2808.038574
	Iteration 4Q: 3 clusters Score -336178.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -336258.406250 Penalty: 2808.038574
	Iteration 5Q: 3 clusters Score -336258.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -336323.968750 Penalty: 2808.038574
	Iteration 6Q: 3 clusters Score -336324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -336404.593750 Penalty: 2808.038574
	Iteration 7Q: 3 clusters Score -336404.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -336504.625000 Penalty: 2808.038574
	Iteration 8Q: 3 clusters Score -336504.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -336603.625000 Penalty: 2808.038574
	Iteration 9Q: 3 clusters Score -336603.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -336683.656250 Penalty: 2808.038574
	Iteration 10Q: 3 clusters Score -336683.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -336761.093750 Penalty: 2808.038574
	Iteration 11Q: 3 clusters Score -336761.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -336846.812500 Penalty: 2808.038574
	Iteration 12Q: 3 clusters Score -336846.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -336941.000000 Penalty: 2808.038574
	Iteration 13Q: 3 clusters Score -336941 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -337058.562500 Penalty: 2808.038574
	Iteration 14Q: 3 clusters Score -337058.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -337158.468750 Penalty: 2808.038574
	Iteration 15Q: 3 clusters Score -337158.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -337262.375000 Penalty: 2808.038574
	Iteration 16Q: 3 clusters Score -337262.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -337342.218750 Penalty: 2808.038574
	Iteration 17Q: 3 clusters Score -337342.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -337400.218750 Penalty: 2808.038574
	Iteration 18Q: 3 clusters Score -337400.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -337437.375000 Penalty: 2808.038574
	Iteration 19Q: 3 clusters Score -337437.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -337463.843750 Penalty: 2808.038574
	Iteration 20F: 3 clusters Score -337463.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -337479.656250 Penalty: 2808.038574
	Iteration 21Q: 3 clusters Score -337479.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -337489.437500 Penalty: 2808.038574
	Iteration 22Q: 3 clusters Score -337489.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -337498.468750 Penalty: 2808.038574
	Iteration 23Q: 3 clusters Score -337498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -337504.593750 Penalty: 2808.038574
	Iteration 24Q: 3 clusters Score -337504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -337509.937500 Penalty: 2808.038574
	Iteration 25Q: 3 clusters Score -337509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -337514.031250 Penalty: 2808.038574
	Iteration 26Q: 3 clusters Score -337514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -337517.875000 Penalty: 2808.038574
	Iteration 27Q: 3 clusters Score -337517.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -337521.437500 Penalty: 2808.038574
	Iteration 28Q: 3 clusters Score -337521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -337523.093750 Penalty: 2808.038574
	Iteration 29Q: 3 clusters Score -337523.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -337525.718750 Penalty: 2808.038574
	Iteration 30Q: 3 clusters Score -337525.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -337529.406250 Penalty: 2808.038574
	Iteration 31Q: 3 clusters Score -337529.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -337532.531250 Penalty: 2808.038574
	Iteration 32Q: 3 clusters Score -337532.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -337534.843750 Penalty: 2808.038574
	Iteration 33Q: 3 clusters Score -337534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -337536.718750 Penalty: 2808.038574
	Iteration 34Q: 3 clusters Score -337536.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -337540.406250 Penalty: 2808.038574
	Iteration 35Q: 3 clusters Score -337540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -337545.031250 Penalty: 2808.038574
	Iteration 36Q: 3 clusters Score -337545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -337547.281250 Penalty: 2808.038574
	Iteration 37Q: 3 clusters Score -337547.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -337550.187500 Penalty: 2808.038574
	Iteration 38Q: 3 clusters Score -337550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -337553.312500 Penalty: 2808.038574
	Iteration 39Q: 3 clusters Score -337553.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -337556.062500 Penalty: 2808.038574
	Iteration 40F: 3 clusters Score -337556.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -337558.781250 Penalty: 2808.038574
	Iteration 41Q: 3 clusters Score -337558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -337561.437500 Penalty: 2808.038574
	Iteration 42Q: 3 clusters Score -337561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -337561.312500 Penalty: 2808.038574
	Iteration 43Q: 3 clusters Score -337561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -337562.125000 Penalty: 2808.038574
	Iteration 44Q: 3 clusters Score -337562.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -337564.093750 Penalty: 2808.038574
	Iteration 45Q: 3 clusters Score -337564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -337565.468750 Penalty: 2808.038574
	Iteration 46Q: 3 clusters Score -337565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -337568.312500 Penalty: 2808.038574
	Iteration 47Q: 3 clusters Score -337568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -337569.750000 Penalty: 2808.038574
	Iteration 48Q: 3 clusters Score -337569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -337569.718750 Penalty: 2808.038574
	Iteration 49Q: 3 clusters Score -337569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -337569.531250 Penalty: 2808.038574
	Iteration 50Q: 3 clusters Score -337569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -337569.531250 Penalty: 2808.038574
	Iteration 51F: 3 clusters Score -337569.5 nChanged 0
--- Evaluating fit on full set of 1648792 points ---
Entering Unmasked Estep 
Score: -92982536.000000 Penalty: 104682.484375
21->46 Clusters: Score -92982536.000000, best is -92980360.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 549597 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 26323 members 
Mstep: Class 3 contains 26503 members 
Mstep: Class 4 contains 26271 members 
Mstep: Class 5 contains 26108 members 
Mstep: Class 6 contains 26148 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 26103 members 
Mstep: Class 9 contains 26104 members 
Mstep: Class 10 contains 26257 members 
Mstep: Class 11 contains 26160 members 
Mstep: Class 12 contains 26186 members 
Mstep: Class 13 contains 26131 members 
Mstep: Class 14 contains 26165 members 
Mstep: Class 15 contains 26361 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 26237 members 
Mstep: Class 18 contains 25859 members 
Mstep: Class 19 contains 26250 members 
Mstep: Class 20 contains 25897 members 
Mstep: Class 21 contains 26132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 489.471313 but Gain 2147.753906
Score: -27430672.000000 Penalty: 42955.058594
Iteration 0F: 21 clusters Score -2.743067e+07 nChanged 519401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1041 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 43362 members 
Mstep: Class 3 contains 35239 members 
Mstep: Class 4 contains 20083 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 15107 members 
Mstep: Class 7 contains 16761 members 
Mstep: Class 8 contains 12938 members 
Mstep: Class 9 contains 37219 members 
Mstep: Class 10 contains 15598 members 
Mstep: Class 11 contains 29714 members 
Mstep: Class 12 contains 36185 members 
Mstep: Class 13 contains 35369 members 
Mstep: Class 14 contains 21612 members 
Mstep: Class 15 contains 18599 members 
Mstep: Class 16 contains 16936 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 77931 members 
Mstep: Class 20 contains 19202 members 
Mstep: Class 21 contains 17477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29314548.000000 Penalty: 42955.058594
Iteration 1F: 21 clusters Score -2.931455e+07 nChanged 192792
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 40848 members 
Mstep: Class 3 contains 35793 members 
Mstep: Class 4 contains 16204 members 
Mstep: Class 5 contains 22993 members 
Mstep: Class 6 contains 13619 members 
Mstep: Class 7 contains 12352 members 
Mstep: Class 8 contains 7659 members 
Mstep: Class 9 contains 38568 members 
Mstep: Class 10 contains 11518 members 
Mstep: Class 11 contains 24826 members 
Mstep: Class 12 contains 38311 members 
Mstep: Class 13 contains 46617 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 15256 members 
Mstep: Class 16 contains 16598 members 
Mstep: Class 18 contains 19194 members 
Mstep: Class 19 contains 99547 members 
Mstep: Class 20 contains 13558 members 
Mstep: Class 21 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29734400.000000 Penalty: 42955.058594
Iteration 2F: 21 clusters Score -2.97344e+07 nChanged 141925
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 33971 members 
Mstep: Class 3 contains 39485 members 
Mstep: Class 4 contains 14323 members 
Mstep: Class 5 contains 29167 members 
Mstep: Class 6 contains 11693 members 
Mstep: Class 7 contains 10310 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 48164 members 
Mstep: Class 10 contains 10933 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 33881 members 
Mstep: Class 13 contains 55968 members 
Mstep: Class 14 contains 15100 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 17490 members 
Mstep: Class 18 contains 14238 members 
Mstep: Class 19 contains 102419 members 
Mstep: Class 20 contains 13407 members 
Mstep: Class 21 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29990088.000000 Penalty: 42955.058594
Iteration 3F: 21 clusters Score -2.999009e+07 nChanged 120706
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 27920 members 
Mstep: Class 3 contains 55746 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 59701 members 
Mstep: Class 10 contains 11503 members 
Mstep: Class 11 contains 21644 members 
Mstep: Class 12 contains 27326 members 
Mstep: Class 13 contains 60880 members 
Mstep: Class 14 contains 13019 members 
Mstep: Class 15 contains 10248 members 
Mstep: Class 16 contains 17205 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 93117 members 
Mstep: Class 20 contains 13753 members 
Mstep: Class 21 contains 7709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30190940.000000 Penalty: 42955.058594
Iteration 4F: 21 clusters Score -3.019094e+07 nChanged 100929
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 22841 members 
Mstep: Class 3 contains 72470 members 
Mstep: Class 4 contains 15097 members 
Mstep: Class 5 contains 51533 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 66222 members 
Mstep: Class 10 contains 12214 members 
Mstep: Class 11 contains 19045 members 
Mstep: Class 12 contains 22407 members 
Mstep: Class 13 contains 61839 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 15363 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 82335 members 
Mstep: Class 20 contains 13549 members 
Mstep: Class 21 contains 7054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30347414.000000 Penalty: 42955.058594
Iteration 5F: 21 clusters Score -3.034741e+07 nChanged 82194
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 80984 members 
Mstep: Class 4 contains 16249 members 
Mstep: Class 5 contains 65931 members 
Mstep: Class 6 contains 7215 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 9 contains 69133 members 
Mstep: Class 10 contains 12397 members 
Mstep: Class 11 contains 17270 members 
Mstep: Class 12 contains 17316 members 
Mstep: Class 13 contains 58750 members 
Mstep: Class 14 contains 10779 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 11740 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 71718 members 
Mstep: Class 20 contains 12833 members 
Mstep: Class 21 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 21 clusters Score -3.048463e+07 nChanged 69375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 20656 members 
Mstep: Class 3 contains 83846 members 
Mstep: Class 4 contains 15478 members 
Mstep: Class 5 contains 83323 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 10693 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 68773 members 
Mstep: Class 10 contains 12554 members 
Mstep: Class 11 contains 16650 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 16 contains 7353 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 60014 members 
Mstep: Class 20 contains 12137 members 
Mstep: Class 21 contains 6965 members 
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Iteration 7F: 21 clusters Score -3.057619e+07 nChanged 52410
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 19961 members 
Mstep: Class 3 contains 84417 members 
Mstep: Class 4 contains 13868 members 
Mstep: Class 5 contains 97791 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 66479 members 
Mstep: Class 10 contains 12794 members 
Mstep: Class 11 contains 16461 members 
Mstep: Class 12 contains 9757 members 
Mstep: Class 13 contains 51309 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 4660 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 51404 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 7098 members 
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Iteration 8F: 21 clusters Score -3.06445e+07 nChanged 39907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 19761 members 
Mstep: Class 3 contains 84120 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 107189 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 63510 members 
Mstep: Class 10 contains 12988 members 
Mstep: Class 11 contains 16354 members 
Mstep: Class 12 contains 7591 members 
Mstep: Class 13 contains 51772 members 
Mstep: Class 14 contains 9115 members 
Mstep: Class 15 contains 7606 members 
Mstep: Class 16 contains 3299 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 44888 members 
Mstep: Class 20 contains 11741 members 
Mstep: Class 21 contains 7336 members 
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Iteration 9F: 21 clusters Score -3.069266e+07 nChanged 31876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 19752 members 
Mstep: Class 3 contains 84010 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 113328 members 
Mstep: Class 6 contains 6123 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 60332 members 
Mstep: Class 10 contains 13097 members 
Mstep: Class 11 contains 16135 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 54395 members 
Mstep: Class 14 contains 8921 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 38747 members 
Mstep: Class 20 contains 11787 members 
Mstep: Class 21 contains 7853 members 
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Iteration 10F: 21 clusters Score -3.072399e+07 nChanged 25730
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 19799 members 
Mstep: Class 3 contains 84010 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 117467 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 57071 members 
Mstep: Class 10 contains 13141 members 
Mstep: Class 11 contains 15912 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 56913 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 7230 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 33452 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 21 contains 8791 members 
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Iteration 11Q: 21 clusters Score -3.075383e+07 nChanged 21184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 19818 members 
Mstep: Class 3 contains 84134 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 120370 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 54268 members 
Mstep: Class 10 contains 13193 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 60646 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 27962 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 9262 members 
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Iteration 12Q: 21 clusters Score -3.077486e+07 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 19791 members 
Mstep: Class 3 contains 84236 members 
Mstep: Class 4 contains 8324 members 
Mstep: Class 5 contains 122535 members 
Mstep: Class 6 contains 5782 members 
Mstep: Class 7 contains 7924 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 52033 members 
Mstep: Class 10 contains 13075 members 
Mstep: Class 11 contains 15515 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 65041 members 
Mstep: Class 14 contains 8831 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 18 contains 6222 members 
Mstep: Class 19 contains 22822 members 
Mstep: Class 20 contains 12075 members 
Mstep: Class 21 contains 8893 members 
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Iteration 13Q: 21 clusters Score -3.07866e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 19749 members 
Mstep: Class 3 contains 84240 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 123990 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 50285 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 68890 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 18685 members 
Mstep: Class 20 contains 12182 members 
Mstep: Class 21 contains 8364 members 
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Iteration 14Q: 21 clusters Score -3.079555e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 19703 members 
Mstep: Class 3 contains 84078 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 124992 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 49001 members 
Mstep: Class 10 contains 12597 members 
Mstep: Class 11 contains 15222 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 71992 members 
Mstep: Class 14 contains 9182 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 18 contains 8021 members 
Mstep: Class 19 contains 15511 members 
Mstep: Class 20 contains 12285 members 
Mstep: Class 21 contains 7823 members 
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Iteration 15Q: 21 clusters Score -3.080271e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 19669 members 
Mstep: Class 3 contains 83959 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 125715 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 47918 members 
Mstep: Class 10 contains 12346 members 
Mstep: Class 11 contains 15102 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 74247 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 12392 members 
Mstep: Class 21 contains 7411 members 
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Iteration 16Q: 21 clusters Score -3.080761e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 19660 members 
Mstep: Class 3 contains 83751 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 126230 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 47145 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 14970 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 75719 members 
Mstep: Class 14 contains 9498 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 11886 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 7093 members 
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Iteration 17Q: 21 clusters Score -3.081161e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 19656 members 
Mstep: Class 3 contains 83506 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 126546 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 5978 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 46579 members 
Mstep: Class 10 contains 11872 members 
Mstep: Class 11 contains 14823 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 76649 members 
Mstep: Class 14 contains 9581 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 11002 members 
Mstep: Class 20 contains 12533 members 
Mstep: Class 21 contains 6859 members 
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Iteration 18Q: 21 clusters Score -3.081502e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 83206 members 
Mstep: Class 4 contains 8619 members 
Mstep: Class 5 contains 126721 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 5735 members 
Mstep: Class 8 contains 2276 members 
Mstep: Class 9 contains 46275 members 
Mstep: Class 10 contains 11693 members 
Mstep: Class 11 contains 14666 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 77232 members 
Mstep: Class 14 contains 9606 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 3554 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 10432 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 6692 members 
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Iteration 19Q: 21 clusters Score -3.081748e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 19584 members 
Mstep: Class 3 contains 82858 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 126767 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 46196 members 
Mstep: Class 10 contains 11566 members 
Mstep: Class 11 contains 14504 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 77587 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 6549 members 
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Iteration 20F: 21 clusters Score -3.082116e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 19534 members 
Mstep: Class 3 contains 82510 members 
Mstep: Class 4 contains 9435 members 
Mstep: Class 5 contains 126735 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 46184 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 14283 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 77846 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 6647 members 
Mstep: Class 16 contains 4127 members 
Mstep: Class 18 contains 11554 members 
Mstep: Class 19 contains 9755 members 
Mstep: Class 20 contains 12588 members 
Mstep: Class 21 contains 6367 members 
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Iteration 21Q: 21 clusters Score -3.082465e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 19487 members 
Mstep: Class 3 contains 82131 members 
Mstep: Class 4 contains 10032 members 
Mstep: Class 5 contains 126587 members 
Mstep: Class 6 contains 6142 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 46265 members 
Mstep: Class 10 contains 11052 members 
Mstep: Class 11 contains 14031 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 78030 members 
Mstep: Class 14 contains 9626 members 
Mstep: Class 15 contains 6580 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 12577 members 
Mstep: Class 21 contains 6282 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -3.082772e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 19408 members 
Mstep: Class 3 contains 81718 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 126359 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 4668 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 46411 members 
Mstep: Class 10 contains 10830 members 
Mstep: Class 11 contains 13811 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 78177 members 
Mstep: Class 14 contains 9588 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 18 contains 12800 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 6215 members 
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Iteration 23Q: 21 clusters Score -3.083091e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 81307 members 
Mstep: Class 4 contains 11168 members 
Mstep: Class 5 contains 126046 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 46579 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 78313 members 
Mstep: Class 14 contains 9456 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 6161 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -3.083367e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 19220 members 
Mstep: Class 3 contains 80868 members 
Mstep: Class 4 contains 11717 members 
Mstep: Class 5 contains 125696 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 46741 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 13410 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 78454 members 
Mstep: Class 14 contains 9227 members 
Mstep: Class 15 contains 6523 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 18 contains 13978 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 6141 members 
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Iteration 25Q: 21 clusters Score -3.083618e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 19126 members 
Mstep: Class 3 contains 80384 members 
Mstep: Class 4 contains 12181 members 
Mstep: Class 5 contains 125299 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 4168 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 46977 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 2813 members 
Mstep: Class 13 contains 78590 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 18 contains 14478 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 12042 members 
Mstep: Class 21 contains 6203 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -3.083766e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 19077 members 
Mstep: Class 3 contains 79896 members 
Mstep: Class 4 contains 12569 members 
Mstep: Class 5 contains 124900 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 47194 members 
Mstep: Class 10 contains 10119 members 
Mstep: Class 11 contains 13011 members 
Mstep: Class 12 contains 2926 members 
Mstep: Class 13 contains 78739 members 
Mstep: Class 14 contains 8728 members 
Mstep: Class 15 contains 6584 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 18 contains 14929 members 
Mstep: Class 19 contains 8559 members 
Mstep: Class 20 contains 11742 members 
Mstep: Class 21 contains 6282 members 
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Iteration 27Q: 21 clusters Score -3.083975e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 79431 members 
Mstep: Class 4 contains 12930 members 
Mstep: Class 5 contains 124493 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 47406 members 
Mstep: Class 10 contains 10032 members 
Mstep: Class 11 contains 12771 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 78850 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 6601 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 18 contains 15334 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 20 contains 11442 members 
Mstep: Class 21 contains 6381 members 
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Iteration 28Q: 21 clusters Score -3.084118e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 78945 members 
Mstep: Class 4 contains 13243 members 
Mstep: Class 5 contains 124153 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 47559 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 78956 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 18 contains 15742 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 11119 members 
Mstep: Class 21 contains 6470 members 
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Iteration 29Q: 21 clusters Score -3.084237e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 18975 members 
Mstep: Class 3 contains 78452 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 5 contains 123843 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 3812 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 47609 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 12320 members 
Mstep: Class 12 contains 3238 members 
Mstep: Class 13 contains 79048 members 
Mstep: Class 14 contains 7929 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 10794 members 
Mstep: Class 21 contains 6545 members 
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Iteration 30Q: 21 clusters Score -3.084361e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 18957 members 
Mstep: Class 3 contains 78009 members 
Mstep: Class 4 contains 13801 members 
Mstep: Class 5 contains 123588 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 47501 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 12129 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 79138 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 6611 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 10523 members 
Mstep: Class 21 contains 6630 members 
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Iteration 31Q: 21 clusters Score -3.084513e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 18936 members 
Mstep: Class 3 contains 77591 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 123386 members 
Mstep: Class 6 contains 8533 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 47203 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 79198 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 9934 members 
Mstep: Class 18 contains 16743 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 10305 members 
Mstep: Class 21 contains 6703 members 
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Iteration 32Q: 21 clusters Score -3.084643e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 77242 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 123196 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 46601 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 11816 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 13 contains 79261 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 11065 members 
Mstep: Class 18 contains 16975 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 6797 members 
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Iteration 33Q: 21 clusters Score -3.084764e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 18884 members 
Mstep: Class 3 contains 76965 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 123098 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 45869 members 
Mstep: Class 10 contains 9884 members 
Mstep: Class 11 contains 11671 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 79339 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 12276 members 
Mstep: Class 18 contains 17111 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 9991 members 
Mstep: Class 21 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30848752.000000 Penalty: 42955.058594
Iteration 34Q: 21 clusters Score -3.084875e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 18878 members 
Mstep: Class 3 contains 76706 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 122995 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 3693 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 45065 members 
Mstep: Class 10 contains 9880 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 3548 members 
Mstep: Class 13 contains 79405 members 
Mstep: Class 14 contains 6975 members 
Mstep: Class 15 contains 6579 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 18 contains 17234 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 9842 members 
Mstep: Class 21 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30849916.000000 Penalty: 42955.058594
Iteration 35Q: 21 clusters Score -3.084992e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 18871 members 
Mstep: Class 3 contains 76460 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 122912 members 
Mstep: Class 6 contains 8814 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 44229 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 3603 members 
Mstep: Class 13 contains 79513 members 
Mstep: Class 14 contains 6861 members 
Mstep: Class 15 contains 6557 members 
Mstep: Class 16 contains 14861 members 
Mstep: Class 18 contains 17335 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30851246.000000 Penalty: 42955.058594
Iteration 36Q: 21 clusters Score -3.085125e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 76235 members 
Mstep: Class 4 contains 14630 members 
Mstep: Class 5 contains 122909 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 43376 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 11166 members 
Mstep: Class 12 contains 3626 members 
Mstep: Class 13 contains 79624 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 6543 members 
Mstep: Class 16 contains 16096 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 7527 members 
Mstep: Class 20 contains 9590 members 
Mstep: Class 21 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30852442.000000 Penalty: 42955.058594
Iteration 37Q: 21 clusters Score -3.085244e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 18870 members 
Mstep: Class 3 contains 76038 members 
Mstep: Class 4 contains 14666 members 
Mstep: Class 5 contains 122890 members 
Mstep: Class 6 contains 8843 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 42569 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 10998 members 
Mstep: Class 12 contains 3653 members 
Mstep: Class 13 contains 79742 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 17216 members 
Mstep: Class 18 contains 17523 members 
Mstep: Class 19 contains 7440 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30853522.000000 Penalty: 42955.058594
Iteration 38Q: 21 clusters Score -3.085352e+07 nChanged 2724
Entering ConstructFrom: 
Score: -30853522.000000 Penalty: 42955.058594
Entering ConstructFrom: 
Trying to split cluster 1 (82695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Entering Unmasked Estep 
Score: -4899607.500000 Penalty: 1839.973511
	Iteration 0F: 2 clusters Score -4899608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -4844399.000000 Penalty: 3679.947021
	Iteration 0F: 3 clusters Score -4844399 nChanged 39311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4867505.500000 Penalty: 3679.947021
	Iteration 1F: 3 clusters Score -4867506 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4868448.000000 Penalty: 3679.947021
	Iteration 2Q: 3 clusters Score -4868448 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4869821.500000 Penalty: 3679.947021
	Iteration 3Q: 3 clusters Score -4869822 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4871892.500000 Penalty: 3679.947021
	Iteration 4Q: 3 clusters Score -4871892 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4875052.500000 Penalty: 3679.947021
	Iteration 5F: 3 clusters Score -4875052 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4879078.500000 Penalty: 3679.947021
	Iteration 6F: 3 clusters Score -4879078 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4883427.000000 Penalty: 3679.947021
	Iteration 7F: 3 clusters Score -4883427 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4887005.500000 Penalty: 3679.947021
	Iteration 8F: 3 clusters Score -4887006 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4889558.000000 Penalty: 3679.947021
	Iteration 9Q: 3 clusters Score -4889558 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4891372.500000 Penalty: 3679.947021
	Iteration 10Q: 3 clusters Score -4891372 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4892696.500000 Penalty: 3679.947021
	Iteration 11Q: 3 clusters Score -4892696 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4893664.000000 Penalty: 3679.947021
	Iteration 12Q: 3 clusters Score -4893664 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4894347.500000 Penalty: 3679.947021
	Iteration 13Q: 3 clusters Score -4894348 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -4895009.000000 Penalty: 3679.947021
	Iteration 14Q: 3 clusters Score -4895009 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4895530.500000 Penalty: 3679.947021
	Iteration 15Q: 3 clusters Score -4895530 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4895953.000000 Penalty: 3679.947021
	Iteration 16Q: 3 clusters Score -4895953 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4896296.500000 Penalty: 3679.947021
	Iteration 17Q: 3 clusters Score -4896296 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4896548.000000 Penalty: 3679.947021
	Iteration 18Q: 3 clusters Score -4896548 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4896789.000000 Penalty: 3679.947021
	Iteration 19Q: 3 clusters Score -4896789 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4896997.000000 Penalty: 3679.947021
	Iteration 20F: 3 clusters Score -4896997 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4897236.000000 Penalty: 3679.947021
	Iteration 21Q: 3 clusters Score -4897236 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4897407.000000 Penalty: 3679.947021
	Iteration 22Q: 3 clusters Score -4897407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4897550.000000 Penalty: 3679.947021
	Iteration 23Q: 3 clusters Score -4897550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4897644.000000 Penalty: 3679.947021
	Iteration 24Q: 3 clusters Score -4897644 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4897728.000000 Penalty: 3679.947021
	Iteration 25Q: 3 clusters Score -4897728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4897769.500000 Penalty: 3679.947021
	Iteration 26Q: 3 clusters Score -4897770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4897809.500000 Penalty: 3679.947021
	Iteration 27Q: 3 clusters Score -4897810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4897828.500000 Penalty: 3679.947021
	Iteration 28Q: 3 clusters Score -4897828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4897843.500000 Penalty: 3679.947021
	Iteration 29Q: 3 clusters Score -4897844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4897865.500000 Penalty: 3679.947021
	Iteration 30Q: 3 clusters Score -4897866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4897891.500000 Penalty: 3679.947021
	Iteration 31Q: 3 clusters Score -4897892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4897909.000000 Penalty: 3679.947021
	Iteration 32Q: 3 clusters Score -4897909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4897929.000000 Penalty: 3679.947021
	Iteration 33Q: 3 clusters Score -4897929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4897940.000000 Penalty: 3679.947021
	Iteration 34Q: 3 clusters Score -4897940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4897945.000000 Penalty: 3679.947021
	Iteration 35Q: 3 clusters Score -4897945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4897952.000000 Penalty: 3679.947021
	Iteration 36Q: 3 clusters Score -4897952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4897962.000000 Penalty: 3679.947021
	Iteration 37Q: 3 clusters Score -4897962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4897971.500000 Penalty: 3679.947021
	Iteration 38Q: 3 clusters Score -4897972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4897977.000000 Penalty: 3679.947021
	Iteration 39Q: 3 clusters Score -4897977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4897981.500000 Penalty: 3679.947021
	Iteration 40F: 3 clusters Score -4897982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4897983.000000 Penalty: 3679.947021
	Iteration 41Q: 3 clusters Score -4897983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4897983.000000 Penalty: 3679.947021
	Iteration 42Q: 3 clusters Score -4897983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4897992.500000 Penalty: 3679.947021
	Iteration 43Q: 3 clusters Score -4897992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4897991.000000 Penalty: 3679.947021
	Iteration 44Q: 3 clusters Score -4897991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4897999.000000 Penalty: 3679.947021
	Iteration 45Q: 3 clusters Score -4897999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4898006.500000 Penalty: 3679.947021
	Iteration 46Q: 3 clusters Score -4898006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4898020.000000 Penalty: 3679.947021
	Iteration 47Q: 3 clusters Score -4898020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4898022.000000 Penalty: 3679.947021
	Iteration 48Q: 3 clusters Score -4898022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4898023.000000 Penalty: 3679.947021
	Iteration 49Q: 3 clusters Score -4898023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4898035.000000 Penalty: 3679.947021
	Iteration 50Q: 3 clusters Score -4898035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4898032.000000 Penalty: 3679.947021
	Iteration 51Q: 3 clusters Score -4898032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4898038.000000 Penalty: 3679.947021
	Iteration 52Q: 3 clusters Score -4898038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4898039.500000 Penalty: 3679.947021
	Iteration 53Q: 3 clusters Score -4898040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4898036.000000 Penalty: 3679.947021
	Iteration 54Q: 3 clusters Score -4898036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4898036.000000 Penalty: 3679.947021
	Iteration 55F: 3 clusters Score -4898036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -1130318.000000 Penalty: 1600.020874
	Iteration 0F: 2 clusters Score -1130318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1117395.500000 Penalty: 3200.041748
	Iteration 0F: 3 clusters Score -1117396 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1122057.500000 Penalty: 3200.041748
	Iteration 1F: 3 clusters Score -1122058 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1122533.000000 Penalty: 3200.041748
	Iteration 2F: 3 clusters Score -1122533 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1123071.375000 Penalty: 3200.041748
	Iteration 3F: 3 clusters Score -1123071 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1123761.125000 Penalty: 3200.041748
	Iteration 4F: 3 clusters Score -1123761 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1124663.500000 Penalty: 3200.041748
	Iteration 5F: 3 clusters Score -1124664 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1125540.500000 Penalty: 3200.041748
	Iteration 6F: 3 clusters Score -1125540 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1126291.125000 Penalty: 3200.041748
	Iteration 7F: 3 clusters Score -1126291 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1126860.250000 Penalty: 3200.041748
	Iteration 8F: 3 clusters Score -1126860 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1127355.375000 Penalty: 3200.041748
	Iteration 9Q: 3 clusters Score -1127355 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1127814.125000 Penalty: 3200.041748
	Iteration 10Q: 3 clusters Score -1127814 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1128223.625000 Penalty: 3200.041748
	Iteration 11Q: 3 clusters Score -1128224 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1128569.625000 Penalty: 3200.041748
	Iteration 12Q: 3 clusters Score -1128570 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1128789.375000 Penalty: 3200.041748
	Iteration 13Q: 3 clusters Score -1128789 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1128949.125000 Penalty: 3200.041748
	Iteration 14Q: 3 clusters Score -1128949 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1129055.500000 Penalty: 3200.041748
	Iteration 15Q: 3 clusters Score -1129056 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1129158.875000 Penalty: 3200.041748
	Iteration 16Q: 3 clusters Score -1129159 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1129239.125000 Penalty: 3200.041748
	Iteration 17Q: 3 clusters Score -1129239 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1129314.375000 Penalty: 3200.041748
	Iteration 18Q: 3 clusters Score -1129314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1129368.500000 Penalty: 3200.041748
	Iteration 19Q: 3 clusters Score -1129368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1129420.625000 Penalty: 3200.041748
	Iteration 20F: 3 clusters Score -1129421 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1129461.375000 Penalty: 3200.041748
	Iteration 21Q: 3 clusters Score -1129461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1129497.625000 Penalty: 3200.041748
	Iteration 22Q: 3 clusters Score -1129498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1129527.500000 Penalty: 3200.041748
	Iteration 23Q: 3 clusters Score -1129528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1129553.250000 Penalty: 3200.041748
	Iteration 24Q: 3 clusters Score -1129553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1129574.875000 Penalty: 3200.041748
	Iteration 25Q: 3 clusters Score -1129575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1129598.750000 Penalty: 3200.041748
	Iteration 26Q: 3 clusters Score -1129599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1129614.250000 Penalty: 3200.041748
	Iteration 27Q: 3 clusters Score -1129614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1129635.250000 Penalty: 3200.041748
	Iteration 28Q: 3 clusters Score -1129635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1129654.750000 Penalty: 3200.041748
	Iteration 29Q: 3 clusters Score -1129655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1129671.875000 Penalty: 3200.041748
	Iteration 30Q: 3 clusters Score -1129672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1129684.125000 Penalty: 3200.041748
	Iteration 31Q: 3 clusters Score -1129684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1129697.250000 Penalty: 3200.041748
	Iteration 32Q: 3 clusters Score -1129697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1129704.250000 Penalty: 3200.041748
	Iteration 33Q: 3 clusters Score -1129704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1129717.000000 Penalty: 3200.041748
	Iteration 34Q: 3 clusters Score -1129717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1129718.250000 Penalty: 3200.041748
	Iteration 35Q: 3 clusters Score -1129718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1129724.125000 Penalty: 3200.041748
	Iteration 36Q: 3 clusters Score -1129724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1129728.250000 Penalty: 3200.041748
	Iteration 37Q: 3 clusters Score -1129728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1129732.625000 Penalty: 3200.041748
	Iteration 38Q: 3 clusters Score -1129733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1129731.500000 Penalty: 3200.041748
	Iteration 39Q: 3 clusters Score -1129732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1129736.250000 Penalty: 3200.041748
	Iteration 40F: 3 clusters Score -1129736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1129736.125000 Penalty: 3200.041748
	Iteration 41Q: 3 clusters Score -1129736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1129740.125000 Penalty: 3200.041748
	Iteration 42Q: 3 clusters Score -1129740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1129741.250000 Penalty: 3200.041748
	Iteration 43Q: 3 clusters Score -1129741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1129742.375000 Penalty: 3200.041748
	Iteration 44Q: 3 clusters Score -1129742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1129745.000000 Penalty: 3200.041748
	Iteration 45Q: 3 clusters Score -1129745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1129746.250000 Penalty: 3200.041748
	Iteration 46Q: 3 clusters Score -1129746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1129748.625000 Penalty: 3200.041748
	Iteration 47Q: 3 clusters Score -1129749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1129750.125000 Penalty: 3200.041748
	Iteration 48Q: 3 clusters Score -1129750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1129750.125000 Penalty: 3200.041748
	Iteration 49Q: 3 clusters Score -1129750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1129753.125000 Penalty: 3200.041748
	Iteration 50Q: 3 clusters Score -1129753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1129754.125000 Penalty: 3200.041748
	Iteration 51Q: 3 clusters Score -1129754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1129757.250000 Penalty: 3200.041748
	Iteration 52Q: 3 clusters Score -1129757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1129756.500000 Penalty: 3200.041748
	Iteration 53Q: 3 clusters Score -1129756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1129758.875000 Penalty: 3200.041748
	Iteration 54Q: 3 clusters Score -1129759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1129759.750000 Penalty: 3200.041748
	Iteration 55Q: 3 clusters Score -1129760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1129759.875000 Penalty: 3200.041748
	Iteration 56Q: 3 clusters Score -1129760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1129759.500000 Penalty: 3200.041748
	Iteration 57Q: 3 clusters Score -1129760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1129761.000000 Penalty: 3200.041748
	Iteration 58Q: 3 clusters Score -1129761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1129761.375000 Penalty: 3200.041748
	Iteration 59Q: 3 clusters Score -1129761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1129760.375000 Penalty: 3200.041748
	Iteration 60F: 3 clusters Score -1129760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1129761.250000 Penalty: 3200.041748
	Iteration 61Q: 3 clusters Score -1129761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1129761.500000 Penalty: 3200.041748
	Iteration 62Q: 3 clusters Score -1129762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1129760.250000 Penalty: 3200.041748
	Iteration 63Q: 3 clusters Score -1129760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1129760.250000 Penalty: 3200.041748
	Iteration 64F: 3 clusters Score -1129760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (75887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Entering Unmasked Estep 
Score: -4578735.500000 Penalty: 1826.012573
	Iteration 0F: 2 clusters Score -4578736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4528074.500000 Penalty: 3652.025146
	Iteration 0F: 3 clusters Score -4528074 nChanged 35987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -4548916.500000 Penalty: 3652.025146
	Iteration 1F: 3 clusters Score -4548916 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4550067.000000 Penalty: 3652.025146
	Iteration 2Q: 3 clusters Score -4550067 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -4551754.500000 Penalty: 3652.025146
	Iteration 3Q: 3 clusters Score -4551754 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -4554258.000000 Penalty: 3652.025146
	Iteration 4F: 3 clusters Score -4554258 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -4557568.500000 Penalty: 3652.025146
	Iteration 5F: 3 clusters Score -4557568 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -4561733.500000 Penalty: 3652.025146
	Iteration 6F: 3 clusters Score -4561734 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -4566571.500000 Penalty: 3652.025146
	Iteration 7F: 3 clusters Score -4566572 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -4571481.000000 Penalty: 3652.025146
	Iteration 8F: 3 clusters Score -4571481 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -4575080.500000 Penalty: 3652.025146
	Iteration 9Q: 3 clusters Score -4575080 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -4577080.500000 Penalty: 3652.025146
	Iteration 10Q: 3 clusters Score -4577080 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -4577929.500000 Penalty: 3652.025146
	Iteration 11Q: 3 clusters Score -4577930 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -4578305.000000 Penalty: 3652.025146
	Iteration 12Q: 3 clusters Score -4578305 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -4578475.500000 Penalty: 3652.025146
	Iteration 13Q: 3 clusters Score -4578476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -4578536.000000 Penalty: 3652.025146
	Iteration 14Q: 3 clusters Score -4578536 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -4578568.500000 Penalty: 3652.025146
	Iteration 15Q: 3 clusters Score -4578568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -4578595.500000 Penalty: 3652.025146
	Iteration 16Q: 3 clusters Score -4578596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -4578614.500000 Penalty: 3652.025146
	Iteration 17Q: 3 clusters Score -4578614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -4578625.500000 Penalty: 3652.025146
	Iteration 18Q: 3 clusters Score -4578626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -4578629.500000 Penalty: 3652.025146
	Iteration 19Q: 3 clusters Score -4578630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -4578644.000000 Penalty: 3652.025146
	Iteration 20F: 3 clusters Score -4578644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -4578650.500000 Penalty: 3652.025146
	Iteration 21Q: 3 clusters Score -4578650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -4578659.500000 Penalty: 3652.025146
	Iteration 22Q: 3 clusters Score -4578660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -4578662.500000 Penalty: 3652.025146
	Iteration 23Q: 3 clusters Score -4578662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -4578674.000000 Penalty: 3652.025146
	Iteration 24Q: 3 clusters Score -4578674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -4578667.500000 Penalty: 3652.025146
	Iteration 25Q: 3 clusters Score -4578668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -4578671.000000 Penalty: 3652.025146
	Iteration 26Q: 3 clusters Score -4578671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -4578674.000000 Penalty: 3652.025146
	Iteration 27Q: 3 clusters Score -4578674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -4578666.500000 Penalty: 3652.025146
	Iteration 28Q: 3 clusters Score -4578666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -4578676.000000 Penalty: 3652.025146
	Iteration 29Q: 3 clusters Score -4578676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -4578676.500000 Penalty: 3652.025146
	Iteration 30Q: 3 clusters Score -4578676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -4578678.500000 Penalty: 3652.025146
	Iteration 31Q: 3 clusters Score -4578678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -4578671.000000 Penalty: 3652.025146
	Iteration 32Q: 3 clusters Score -4578671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -4578670.500000 Penalty: 3652.025146
	Iteration 33Q: 3 clusters Score -4578670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -4578670.500000 Penalty: 3652.025146
	Iteration 34F: 3 clusters Score -4578670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Entering Unmasked Estep 
Score: -754116.187500 Penalty: 1559.340698
	Iteration 0F: 2 clusters Score -754116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -743863.500000 Penalty: 3118.681396
	Iteration 0F: 3 clusters Score -743863.5 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -747639.812500 Penalty: 3118.681396
	Iteration 1F: 3 clusters Score -747639.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -748468.250000 Penalty: 3118.681396
	Iteration 2F: 3 clusters Score -748468.2 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -749550.562500 Penalty: 3118.681396
	Iteration 3F: 3 clusters Score -749550.6 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -750735.312500 Penalty: 3118.681396
	Iteration 4F: 3 clusters Score -750735.3 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -751654.812500 Penalty: 3118.681396
	Iteration 5F: 3 clusters Score -751654.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -752271.187500 Penalty: 3118.681396
	Iteration 6F: 3 clusters Score -752271.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -752794.437500 Penalty: 3118.681396
	Iteration 7Q: 3 clusters Score -752794.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -753167.437500 Penalty: 3118.681396
	Iteration 8Q: 3 clusters Score -753167.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -753366.625000 Penalty: 3118.681396
	Iteration 9Q: 3 clusters Score -753366.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -753466.375000 Penalty: 3118.681396
	Iteration 10Q: 3 clusters Score -753466.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -753542.750000 Penalty: 3118.681396
	Iteration 11Q: 3 clusters Score -753542.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -753610.437500 Penalty: 3118.681396
	Iteration 12Q: 3 clusters Score -753610.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -753680.875000 Penalty: 3118.681396
	Iteration 13Q: 3 clusters Score -753680.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -753765.250000 Penalty: 3118.681396
	Iteration 14Q: 3 clusters Score -753765.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -753857.625000 Penalty: 3118.681396
	Iteration 15Q: 3 clusters Score -753857.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -753955.062500 Penalty: 3118.681396
	Iteration 16Q: 3 clusters Score -753955.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -754021.375000 Penalty: 3118.681396
	Iteration 17Q: 3 clusters Score -754021.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -754060.687500 Penalty: 3118.681396
	Iteration 18Q: 3 clusters Score -754060.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -754077.437500 Penalty: 3118.681396
	Iteration 19Q: 3 clusters Score -754077.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -754092.562500 Penalty: 3118.681396
	Iteration 20F: 3 clusters Score -754092.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -754098.750000 Penalty: 3118.681396
	Iteration 21Q: 3 clusters Score -754098.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -754097.937500 Penalty: 3118.681396
	Iteration 22Q: 3 clusters Score -754097.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -754098.375000 Penalty: 3118.681396
	Iteration 23Q: 3 clusters Score -754098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -754100.625000 Penalty: 3118.681396
	Iteration 24Q: 3 clusters Score -754100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -754100.750000 Penalty: 3118.681396
	Iteration 25Q: 3 clusters Score -754100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -754102.187500 Penalty: 3118.681396
	Iteration 26Q: 3 clusters Score -754102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -754103.250000 Penalty: 3118.681396
	Iteration 27Q: 3 clusters Score -754103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -754102.500000 Penalty: 3118.681396
	Iteration 28Q: 3 clusters Score -754102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -754102.500000 Penalty: 3118.681396
	Iteration 29F: 3 clusters Score -754102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Entering Unmasked Estep 
Score: -7306586.000000 Penalty: 1904.331543
	Iteration 0F: 2 clusters Score -7306586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -7224506.500000 Penalty: 3808.663086
	Iteration 0F: 3 clusters Score -7224506 nChanged 58934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7259536.000000 Penalty: 3808.663086
	Iteration 1F: 3 clusters Score -7259536 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7261343.500000 Penalty: 3808.663086
	Iteration 2Q: 3 clusters Score -7261344 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -7264308.500000 Penalty: 3808.663086
	Iteration 3F: 3 clusters Score -7264308 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -7268631.500000 Penalty: 3808.663086
	Iteration 4F: 3 clusters Score -7268632 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -7274098.000000 Penalty: 3808.663086
	Iteration 5F: 3 clusters Score -7274098 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -7279679.500000 Penalty: 3808.663086
	Iteration 6F: 3 clusters Score -7279680 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -7283859.500000 Penalty: 3808.663086
	Iteration 7F: 3 clusters Score -7283860 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -7286764.000000 Penalty: 3808.663086
	Iteration 8Q: 3 clusters Score -7286764 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -7289309.500000 Penalty: 3808.663086
	Iteration 9Q: 3 clusters Score -7289310 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -7291938.000000 Penalty: 3808.663086
	Iteration 10Q: 3 clusters Score -7291938 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -7295045.000000 Penalty: 3808.663086
	Iteration 11Q: 3 clusters Score -7295045 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -7298280.000000 Penalty: 3808.663086
	Iteration 12Q: 3 clusters Score -7298280 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 94155 members 
Entering Unmasked Estep 
Score: -7300778.500000 Penalty: 3808.663086
	Iteration 13Q: 3 clusters Score -7300778 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -7302777.500000 Penalty: 3808.663086
	Iteration 14Q: 3 clusters Score -7302778 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -7304220.000000 Penalty: 3808.663086
	Iteration 15Q: 3 clusters Score -7304220 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -7305560.500000 Penalty: 3808.663086
	Iteration 16Q: 3 clusters Score -7305560 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -7306553.500000 Penalty: 3808.663086
	Iteration 17Q: 3 clusters Score -7306554 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -7307361.500000 Penalty: 3808.663086
	Iteration 18Q: 3 clusters Score -7307362 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -7307972.500000 Penalty: 3808.663086
	Iteration 19Q: 3 clusters Score -7307972 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -7308319.000000 Penalty: 3808.663086
	Iteration 20F: 3 clusters Score -7308319 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -7308555.500000 Penalty: 3808.663086
	Iteration 21Q: 3 clusters Score -7308556 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -7308699.500000 Penalty: 3808.663086
	Iteration 22Q: 3 clusters Score -7308700 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 104174 members 
Entering Unmasked Estep 
Score: -7308802.500000 Penalty: 3808.663086
	Iteration 23Q: 3 clusters Score -7308802 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -7308844.500000 Penalty: 3808.663086
	Iteration 24Q: 3 clusters Score -7308844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -7308871.500000 Penalty: 3808.663086
	Iteration 25Q: 3 clusters Score -7308872 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -7308908.500000 Penalty: 3808.663086
	Iteration 26Q: 3 clusters Score -7308908 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -7308912.500000 Penalty: 3808.663086
	Iteration 27Q: 3 clusters Score -7308912 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -7308950.000000 Penalty: 3808.663086
	Iteration 28Q: 3 clusters Score -7308950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -7308955.500000 Penalty: 3808.663086
	Iteration 29Q: 3 clusters Score -7308956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -7308970.500000 Penalty: 3808.663086
	Iteration 30Q: 3 clusters Score -7308970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 105195 members 
Entering Unmasked Estep 
Score: -7308969.500000 Penalty: 3808.663086
	Iteration 31Q: 3 clusters Score -7308970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 105251 members 
Entering Unmasked Estep 
Score: -7308955.500000 Penalty: 3808.663086
	Iteration 32Q: 3 clusters Score -7308956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -7308967.000000 Penalty: 3808.663086
	Iteration 33Q: 3 clusters Score -7308967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -7308951.000000 Penalty: 3808.663086
	Iteration 34Q: 3 clusters Score -7308951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -7308962.500000 Penalty: 3808.663086
	Iteration 35Q: 3 clusters Score -7308962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -7308979.000000 Penalty: 3808.663086
	Iteration 36Q: 3 clusters Score -7308979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -7308975.500000 Penalty: 3808.663086
	Iteration 37Q: 3 clusters Score -7308976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -7308973.000000 Penalty: 3808.663086
	Iteration 38Q: 3 clusters Score -7308973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -7308984.000000 Penalty: 3808.663086
	Iteration 39Q: 3 clusters Score -7308984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -7308990.500000 Penalty: 3808.663086
	Iteration 40F: 3 clusters Score -7308990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -7308989.500000 Penalty: 3808.663086
	Iteration 41Q: 3 clusters Score -7308990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -7308981.500000 Penalty: 3808.663086
	Iteration 42Q: 3 clusters Score -7308982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -7308974.500000 Penalty: 3808.663086
	Iteration 43Q: 3 clusters Score -7308974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -7308973.500000 Penalty: 3808.663086
	Iteration 44Q: 3 clusters Score -7308974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -7308978.000000 Penalty: 3808.663086
	Iteration 45Q: 3 clusters Score -7308978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -7308966.000000 Penalty: 3808.663086
	Iteration 46Q: 3 clusters Score -7308966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -7308962.500000 Penalty: 3808.663086
	Iteration 47Q: 3 clusters Score -7308962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -7308954.000000 Penalty: 3808.663086
	Iteration 48Q: 3 clusters Score -7308954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -7308962.500000 Penalty: 3808.663086
	Iteration 49Q: 3 clusters Score -7308962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 106312 members 
Entering Unmasked Estep 
Score: -7308956.000000 Penalty: 3808.663086
	Iteration 50Q: 3 clusters Score -7308956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -7308947.500000 Penalty: 3808.663086
	Iteration 51Q: 3 clusters Score -7308948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -7308962.000000 Penalty: 3808.663086
	Iteration 52Q: 3 clusters Score -7308962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -7308955.000000 Penalty: 3808.663086
	Iteration 53Q: 3 clusters Score -7308955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -7308958.000000 Penalty: 3808.663086
	Iteration 54Q: 3 clusters Score -7308958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -7308953.500000 Penalty: 3808.663086
	Iteration 55Q: 3 clusters Score -7308954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -7308968.500000 Penalty: 3808.663086
	Iteration 56Q: 3 clusters Score -7308968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -7308983.500000 Penalty: 3808.663086
	Iteration 57Q: 3 clusters Score -7308984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -7309001.500000 Penalty: 3808.663086
	Iteration 58Q: 3 clusters Score -7309002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -7308999.500000 Penalty: 3808.663086
	Iteration 59Q: 3 clusters Score -7309000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -7308992.000000 Penalty: 3808.663086
	Iteration 60F: 3 clusters Score -7308992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -7308998.500000 Penalty: 3808.663086
	Iteration 61Q: 3 clusters Score -7308998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -7308995.000000 Penalty: 3808.663086
	Iteration 62Q: 3 clusters Score -7308995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -7308995.500000 Penalty: 3808.663086
	Iteration 63Q: 3 clusters Score -7308996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -7308990.500000 Penalty: 3808.663086
	Iteration 64Q: 3 clusters Score -7308990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -7308989.000000 Penalty: 3808.663086
	Iteration 65Q: 3 clusters Score -7308989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -7308992.500000 Penalty: 3808.663086
	Iteration 66Q: 3 clusters Score -7308992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -7308988.000000 Penalty: 3808.663086
	Iteration 67Q: 3 clusters Score -7308988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -7308995.000000 Penalty: 3808.663086
	Iteration 68Q: 3 clusters Score -7308995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -7308992.000000 Penalty: 3808.663086
	Iteration 69Q: 3 clusters Score -7308992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -7309015.000000 Penalty: 3808.663086
	Iteration 70Q: 3 clusters Score -7309015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -7309011.000000 Penalty: 3808.663086
	Iteration 71Q: 3 clusters Score -7309011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -7309012.000000 Penalty: 3808.663086
	Iteration 72Q: 3 clusters Score -7309012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -7309003.500000 Penalty: 3808.663086
	Iteration 73Q: 3 clusters Score -7309004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -7309017.500000 Penalty: 3808.663086
	Iteration 74Q: 3 clusters Score -7309018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -7308999.500000 Penalty: 3808.663086
	Iteration 75Q: 3 clusters Score -7309000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -7309009.500000 Penalty: 3808.663086
	Iteration 76Q: 3 clusters Score -7309010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 108050 members 
Entering Unmasked Estep 
Score: -7309004.500000 Penalty: 3808.663086
	Iteration 77Q: 3 clusters Score -7309004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -7309007.000000 Penalty: 3808.663086
	Iteration 78Q: 3 clusters Score -7309007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -7309009.500000 Penalty: 3808.663086
	Iteration 79Q: 3 clusters Score -7309010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -7309015.000000 Penalty: 3808.663086
	Iteration 80F: 3 clusters Score -7309015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -7309015.500000 Penalty: 3808.663086
	Iteration 81Q: 3 clusters Score -7309016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -7309013.500000 Penalty: 3808.663086
	Iteration 82Q: 3 clusters Score -7309014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -7309015.500000 Penalty: 3808.663086
	Iteration 83Q: 3 clusters Score -7309016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -7309025.500000 Penalty: 3808.663086
	Iteration 84Q: 3 clusters Score -7309026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -7309015.500000 Penalty: 3808.663086
	Iteration 85Q: 3 clusters Score -7309016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -7309028.500000 Penalty: 3808.663086
	Iteration 86Q: 3 clusters Score -7309028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -7309027.000000 Penalty: 3808.663086
	Iteration 87Q: 3 clusters Score -7309027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 108692 members 
Entering Unmasked Estep 
Score: -7309026.500000 Penalty: 3808.663086
	Iteration 88Q: 3 clusters Score -7309026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -7309034.000000 Penalty: 3808.663086
	Iteration 89Q: 3 clusters Score -7309034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -7309028.000000 Penalty: 3808.663086
	Iteration 90Q: 3 clusters Score -7309028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -7309027.000000 Penalty: 3808.663086
	Iteration 91Q: 3 clusters Score -7309027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 108849 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7309034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -7309038.000000 Penalty: 3808.663086
	Iteration 93Q: 3 clusters Score -7309038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -7309043.500000 Penalty: 3808.663086
	Iteration 94Q: 3 clusters Score -7309044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -7309046.000000 Penalty: 3808.663086
	Iteration 95Q: 3 clusters Score -7309046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 108990 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7309038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -7309048.500000 Penalty: 3808.663086
	Iteration 97Q: 3 clusters Score -7309048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -7309039.500000 Penalty: 3808.663086
	Iteration 98Q: 3 clusters Score -7309040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -7309049.500000 Penalty: 3808.663086
	Iteration 99Q: 3 clusters Score -7309050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -7309056.000000 Penalty: 3808.663086
	Iteration 100F: 3 clusters Score -7309056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -7309054.500000 Penalty: 3808.663086
	Iteration 101Q: 3 clusters Score -7309054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -7309053.000000 Penalty: 3808.663086
	Iteration 102Q: 3 clusters Score -7309053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -7309067.500000 Penalty: 3808.663086
	Iteration 103Q: 3 clusters Score -7309068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -7309074.500000 Penalty: 3808.663086
	Iteration 104Q: 3 clusters Score -7309074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 109433 members 
Entering Unmasked Estep 
Score: -7309071.000000 Penalty: 3808.663086
	Iteration 105Q: 3 clusters Score -7309071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 109468 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7309071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 109508 members 
Entering Unmasked Estep 
Score: -7309081.000000 Penalty: 3808.663086
	Iteration 107Q: 3 clusters Score -7309081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -7309091.000000 Penalty: 3808.663086
	Iteration 108Q: 3 clusters Score -7309091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -7309099.500000 Penalty: 3808.663086
	Iteration 109Q: 3 clusters Score -7309100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -7309094.000000 Penalty: 3808.663086
	Iteration 110Q: 3 clusters Score -7309094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -7309107.000000 Penalty: 3808.663086
	Iteration 111Q: 3 clusters Score -7309107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -7309098.500000 Penalty: 3808.663086
	Iteration 112Q: 3 clusters Score -7309098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -7309103.000000 Penalty: 3808.663086
	Iteration 113Q: 3 clusters Score -7309103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 109829 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7309094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -7309095.500000 Penalty: 3808.663086
	Iteration 115Q: 3 clusters Score -7309096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -7309103.500000 Penalty: 3808.663086
	Iteration 116Q: 3 clusters Score -7309104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -7309103.000000 Penalty: 3808.663086
	Iteration 117Q: 3 clusters Score -7309103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -7309105.000000 Penalty: 3808.663086
	Iteration 118Q: 3 clusters Score -7309105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -7309120.000000 Penalty: 3808.663086
	Iteration 119Q: 3 clusters Score -7309120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 110080 members 
Entering Unmasked Estep 
Score: -7309111.000000 Penalty: 3808.663086
	Iteration 120F: 3 clusters Score -7309111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -7309123.000000 Penalty: 3808.663086
	Iteration 121Q: 3 clusters Score -7309123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -7309121.000000 Penalty: 3808.663086
	Iteration 122Q: 3 clusters Score -7309121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -7309135.000000 Penalty: 3808.663086
	Iteration 123Q: 3 clusters Score -7309135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -7309133.500000 Penalty: 3808.663086
	Iteration 124Q: 3 clusters Score -7309134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -7309132.000000 Penalty: 3808.663086
	Iteration 125Q: 3 clusters Score -7309132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -7309137.000000 Penalty: 3808.663086
	Iteration 126Q: 3 clusters Score -7309137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -7309140.000000 Penalty: 3808.663086
	Iteration 127Q: 3 clusters Score -7309140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -7309144.500000 Penalty: 3808.663086
	Iteration 128Q: 3 clusters Score -7309144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 110214 members 
Entering Unmasked Estep 
Score: -7309143.000000 Penalty: 3808.663086
	Iteration 129Q: 3 clusters Score -7309143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -7309143.500000 Penalty: 3808.663086
	Iteration 130Q: 3 clusters Score -7309144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -7309140.500000 Penalty: 3808.663086
	Iteration 131Q: 3 clusters Score -7309140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -7309137.000000 Penalty: 3808.663086
	Iteration 132Q: 3 clusters Score -7309137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -7309135.000000 Penalty: 3808.663086
	Iteration 133Q: 3 clusters Score -7309135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -7309134.000000 Penalty: 3808.663086
	Iteration 134Q: 3 clusters Score -7309134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -7309134.500000 Penalty: 3808.663086
	Iteration 135Q: 3 clusters Score -7309134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 110257 members 
Entering Unmasked Estep 
Score: -7309126.500000 Penalty: 3808.663086
	Iteration 136Q: 3 clusters Score -7309126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 110268 members 
Entering Unmasked Estep 
Score: -7309138.500000 Penalty: 3808.663086
	Iteration 137Q: 3 clusters Score -7309138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 110278 members 
Entering Unmasked Estep 
Score: -7309129.000000 Penalty: 3808.663086
	Iteration 138Q: 3 clusters Score -7309129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -7309132.500000 Penalty: 3808.663086
	Iteration 139Q: 3 clusters Score -7309132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -7309140.000000 Penalty: 3808.663086
	Iteration 140F: 3 clusters Score -7309140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -7309133.500000 Penalty: 3808.663086
	Iteration 141Q: 3 clusters Score -7309134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7309135 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7309139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7309140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -7309147.000000 Penalty: 3808.663086
	Iteration 145Q: 3 clusters Score -7309147 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -7309142.000000 Penalty: 3808.663086
	Iteration 146Q: 3 clusters Score -7309142 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -7309143.000000 Penalty: 3808.663086
	Iteration 147Q: 3 clusters Score -7309143 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7309138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -7309139.500000 Penalty: 3808.663086
	Iteration 149Q: 3 clusters Score -7309140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7309140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -7309145.000000 Penalty: 3808.663086
	Iteration 151Q: 3 clusters Score -7309145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -7309148.000000 Penalty: 3808.663086
	Iteration 152Q: 3 clusters Score -7309148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -7309141.000000 Penalty: 3808.663086
	Iteration 153Q: 3 clusters Score -7309141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7309141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -7309149.500000 Penalty: 3808.663086
	Iteration 155Q: 3 clusters Score -7309150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -7309148.500000 Penalty: 3808.663086
	Iteration 156Q: 3 clusters Score -7309148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -7309146.000000 Penalty: 3808.663086
	Iteration 157Q: 3 clusters Score -7309146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -7309138.500000 Penalty: 3808.663086
	Iteration 158Q: 3 clusters Score -7309138 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7309145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -7309142.000000 Penalty: 3808.663086
	Iteration 160F: 3 clusters Score -7309142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -7309138.500000 Penalty: 3808.663086
	Iteration 161Q: 3 clusters Score -7309138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 110408 members 
Entering Unmasked Estep 
Score: -7309138.000000 Penalty: 3808.663086
	Iteration 162Q: 3 clusters Score -7309138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -7309140.000000 Penalty: 3808.663086
	Iteration 163Q: 3 clusters Score -7309140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -7309142.500000 Penalty: 3808.663086
	Iteration 164Q: 3 clusters Score -7309142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -7309131.500000 Penalty: 3808.663086
	Iteration 165Q: 3 clusters Score -7309132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -7309140.500000 Penalty: 3808.663086
	Iteration 166Q: 3 clusters Score -7309140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -7309136.000000 Penalty: 3808.663086
	Iteration 167Q: 3 clusters Score -7309136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -7309133.500000 Penalty: 3808.663086
	Iteration 168Q: 3 clusters Score -7309134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -7309142.500000 Penalty: 3808.663086
	Iteration 169Q: 3 clusters Score -7309142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -7309139.500000 Penalty: 3808.663086
	Iteration 170Q: 3 clusters Score -7309140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -7309138.000000 Penalty: 3808.663086
	Iteration 171Q: 3 clusters Score -7309138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -7309135.500000 Penalty: 3808.663086
	Iteration 172Q: 3 clusters Score -7309136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -7309140.000000 Penalty: 3808.663086
	Iteration 173Q: 3 clusters Score -7309140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -7309141.000000 Penalty: 3808.663086
	Iteration 174Q: 3 clusters Score -7309141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -7309140.500000 Penalty: 3808.663086
	Iteration 175Q: 3 clusters Score -7309140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -7309143.500000 Penalty: 3808.663086
	Iteration 176Q: 3 clusters Score -7309144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 110504 members 
Entering Unmasked Estep 
Score: -7309145.000000 Penalty: 3808.663086
	Iteration 177Q: 3 clusters Score -7309145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
Score: -7309147.500000 Penalty: 3808.663086
	Iteration 178Q: 3 clusters Score -7309148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -7309157.500000 Penalty: 3808.663086
	Iteration 179Q: 3 clusters Score -7309158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -7309156.000000 Penalty: 3808.663086
	Iteration 180F: 3 clusters Score -7309156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -7309158.000000 Penalty: 3808.663086
	Iteration 181Q: 3 clusters Score -7309158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -7309153.000000 Penalty: 3808.663086
	Iteration 182Q: 3 clusters Score -7309153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -7309150.000000 Penalty: 3808.663086
	Iteration 183Q: 3 clusters Score -7309150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -7309153.500000 Penalty: 3808.663086
	Iteration 184Q: 3 clusters Score -7309154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -7309152.000000 Penalty: 3808.663086
	Iteration 185Q: 3 clusters Score -7309152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -7309160.000000 Penalty: 3808.663086
	Iteration 186Q: 3 clusters Score -7309160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -7309148.500000 Penalty: 3808.663086
	Iteration 187Q: 3 clusters Score -7309148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -7309148.000000 Penalty: 3808.663086
	Iteration 188Q: 3 clusters Score -7309148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -7309150.000000 Penalty: 3808.663086
	Iteration 189Q: 3 clusters Score -7309150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -7309160.500000 Penalty: 3808.663086
	Iteration 190Q: 3 clusters Score -7309160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -7309159.500000 Penalty: 3808.663086
	Iteration 191Q: 3 clusters Score -7309160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -7309163.500000 Penalty: 3808.663086
	Iteration 192Q: 3 clusters Score -7309164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -7309168.500000 Penalty: 3808.663086
	Iteration 193Q: 3 clusters Score -7309168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -7309178.000000 Penalty: 3808.663086
	Iteration 194Q: 3 clusters Score -7309178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -7309179.500000 Penalty: 3808.663086
	Iteration 195Q: 3 clusters Score -7309180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -7309181.000000 Penalty: 3808.663086
	Iteration 196Q: 3 clusters Score -7309181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -7309174.000000 Penalty: 3808.663086
	Iteration 197Q: 3 clusters Score -7309174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -7309177.500000 Penalty: 3808.663086
	Iteration 198Q: 3 clusters Score -7309178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -7309181.500000 Penalty: 3808.663086
	Iteration 199Q: 3 clusters Score -7309182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -7309180.500000 Penalty: 3808.663086
	Iteration 200F: 3 clusters Score -7309180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -7309179.000000 Penalty: 3808.663086
	Iteration 201Q: 3 clusters Score -7309179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -7309176.000000 Penalty: 3808.663086
	Iteration 202Q: 3 clusters Score -7309176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 110816 members 
Entering Unmasked Estep 
Score: -7309174.000000 Penalty: 3808.663086
	Iteration 203Q: 3 clusters Score -7309174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -7309166.500000 Penalty: 3808.663086
	Iteration 204Q: 3 clusters Score -7309166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -7309166.500000 Penalty: 3808.663086
	Iteration 205Q: 3 clusters Score -7309166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -7309166.500000 Penalty: 3808.663086
	Iteration 206Q: 3 clusters Score -7309166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -7309167.500000 Penalty: 3808.663086
	Iteration 207Q: 3 clusters Score -7309168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -7309165.500000 Penalty: 3808.663086
	Iteration 208Q: 3 clusters Score -7309166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -7309164.000000 Penalty: 3808.663086
	Iteration 209Q: 3 clusters Score -7309164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -7309167.000000 Penalty: 3808.663086
	Iteration 210Q: 3 clusters Score -7309167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -7309161.500000 Penalty: 3808.663086
	Iteration 211Q: 3 clusters Score -7309162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -7309168.000000 Penalty: 3808.663086
	Iteration 212Q: 3 clusters Score -7309168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -7309165.500000 Penalty: 3808.663086
	Iteration 213Q: 3 clusters Score -7309166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -7309164.500000 Penalty: 3808.663086
	Iteration 214Q: 3 clusters Score -7309164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -7309167.000000 Penalty: 3808.663086
	Iteration 215Q: 3 clusters Score -7309167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -7309162.500000 Penalty: 3808.663086
	Iteration 216Q: 3 clusters Score -7309162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -7309168.500000 Penalty: 3808.663086
	Iteration 217Q: 3 clusters Score -7309168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 110875 members 
Entering Unmasked Estep 
Score: -7309169.500000 Penalty: 3808.663086
	Iteration 218Q: 3 clusters Score -7309170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -7309173.500000 Penalty: 3808.663086
	Iteration 219Q: 3 clusters Score -7309174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
Score: -7309175.000000 Penalty: 3808.663086
	Iteration 220F: 3 clusters Score -7309175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -7309172.500000 Penalty: 3808.663086
	Iteration 221Q: 3 clusters Score -7309172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -7309172.500000 Penalty: 3808.663086
	Iteration 222F: 3 clusters Score -7309172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Entering Unmasked Estep 
Score: -30856698.000000 Penalty: 45102.812500
Splitting cluster 5 changes total score from -30853522.000000 to -30856698.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -505499.062500 Penalty: 1476.809692
	Iteration 0F: 2 clusters Score -505499.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -499085.062500 Penalty: 2953.619385
	Iteration 0F: 3 clusters Score -499085.1 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -501259.000000 Penalty: 2953.619385
	Iteration 1F: 3 clusters Score -501259 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -501953.250000 Penalty: 2953.619385
	Iteration 2F: 3 clusters Score -501953.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -502726.812500 Penalty: 2953.619385
	Iteration 3F: 3 clusters Score -502726.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -503657.625000 Penalty: 2953.619385
	Iteration 4F: 3 clusters Score -503657.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -504708.812500 Penalty: 2953.619385
	Iteration 5F: 3 clusters Score -504708.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -505488.250000 Penalty: 2953.619385
	Iteration 6F: 3 clusters Score -505488.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -505996.906250 Penalty: 2953.619385
	Iteration 7F: 3 clusters Score -505996.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -506366.781250 Penalty: 2953.619385
	Iteration 8Q: 3 clusters Score -506366.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -506597.437500 Penalty: 2953.619385
	Iteration 9Q: 3 clusters Score -506597.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -506726.343750 Penalty: 2953.619385
	Iteration 10Q: 3 clusters Score -506726.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -506806.531250 Penalty: 2953.619385
	Iteration 11Q: 3 clusters Score -506806.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -506888.687500 Penalty: 2953.619385
	Iteration 12Q: 3 clusters Score -506888.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -506962.406250 Penalty: 2953.619385
	Iteration 13Q: 3 clusters Score -506962.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -507049.812500 Penalty: 2953.619385
	Iteration 14Q: 3 clusters Score -507049.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -507140.843750 Penalty: 2953.619385
	Iteration 15Q: 3 clusters Score -507140.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -507192.750000 Penalty: 2953.619385
	Iteration 16Q: 3 clusters Score -507192.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -507211.625000 Penalty: 2953.619385
	Iteration 17Q: 3 clusters Score -507211.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -507224.031250 Penalty: 2953.619385
	Iteration 18Q: 3 clusters Score -507224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -507227.875000 Penalty: 2953.619385
	Iteration 19Q: 3 clusters Score -507227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -507230.000000 Penalty: 2953.619385
	Iteration 20F: 3 clusters Score -507230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -507230.062500 Penalty: 2953.619385
	Iteration 21Q: 3 clusters Score -507230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -507231.125000 Penalty: 2953.619385
	Iteration 22Q: 3 clusters Score -507231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -507232.812500 Penalty: 2953.619385
	Iteration 23Q: 3 clusters Score -507232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -507232.812500 Penalty: 2953.619385
	Iteration 24F: 3 clusters Score -507232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Entering Unmasked Estep 
Score: -30857680.000000 Penalty: 47250.562500
Splitting cluster 6 changes total score from -30853522.000000 to -30857680.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -200760.765625 Penalty: 1341.107178
	Iteration 0F: 2 clusters Score -200760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -197582.828125 Penalty: 2682.214355
	Iteration 0F: 3 clusters Score -197582.8 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -198564.750000 Penalty: 2682.214355
	Iteration 1F: 3 clusters Score -198564.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -198918.781250 Penalty: 2682.214355
	Iteration 2F: 3 clusters Score -198918.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -199537.406250 Penalty: 2682.214355
	Iteration 3F: 3 clusters Score -199537.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -200431.234375 Penalty: 2682.214355
	Iteration 4F: 3 clusters Score -200431.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -201117.093750 Penalty: 2682.214355
	Iteration 5F: 3 clusters Score -201117.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -201419.390625 Penalty: 2682.214355
	Iteration 6F: 3 clusters Score -201419.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201567.656250 Penalty: 2682.214355
	Iteration 7Q: 3 clusters Score -201567.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -201789.796875 Penalty: 2682.214355
	Iteration 8Q: 3 clusters Score -201789.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -202262.531250 Penalty: 2682.214355
	Iteration 9Q: 3 clusters Score -202262.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -202504.218750 Penalty: 2682.214355
	Iteration 10Q: 3 clusters Score -202504.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -202568.046875 Penalty: 2682.214355
	Iteration 11Q: 3 clusters Score -202568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -202598.937500 Penalty: 2682.214355
	Iteration 12Q: 3 clusters Score -202598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -202616.296875 Penalty: 2682.214355
	Iteration 13Q: 3 clusters Score -202616.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -202621.671875 Penalty: 2682.214355
	Iteration 14Q: 3 clusters Score -202621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -202626.453125 Penalty: 2682.214355
	Iteration 15Q: 3 clusters Score -202626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -202629.906250 Penalty: 2682.214355
	Iteration 16Q: 3 clusters Score -202629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -202631.171875 Penalty: 2682.214355
	Iteration 17Q: 3 clusters Score -202631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -202630.812500 Penalty: 2682.214355
	Iteration 18Q: 3 clusters Score -202630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -202630.812500 Penalty: 2682.214355
	Iteration 19F: 3 clusters Score -202630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Entering Unmasked Estep 
Score: -30858752.000000 Penalty: 49398.316406
Splitting cluster 7 changes total score from -30853522.000000 to -30858752.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -115088.359375 Penalty: 1296.252563
	Iteration 0F: 2 clusters Score -115088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -112555.265625 Penalty: 2592.505127
	Iteration 0F: 3 clusters Score -112555.3 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -113670.171875 Penalty: 2592.505127
	Iteration 1F: 3 clusters Score -113670.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -114170.953125 Penalty: 2592.505127
	Iteration 2F: 3 clusters Score -114171 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -114534.906250 Penalty: 2592.505127
	Iteration 3F: 3 clusters Score -114534.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -114908.359375 Penalty: 2592.505127
	Iteration 4F: 3 clusters Score -114908.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -115213.585938 Penalty: 2592.505127
	Iteration 5F: 3 clusters Score -115213.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -115479.765625 Penalty: 2592.505127
	Iteration 6Q: 3 clusters Score -115479.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -115699.703125 Penalty: 2592.505127
	Iteration 7Q: 3 clusters Score -115699.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -115828.820312 Penalty: 2592.505127
	Iteration 8Q: 3 clusters Score -115828.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -115934.195312 Penalty: 2592.505127
	Iteration 9Q: 3 clusters Score -115934.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116033.328125 Penalty: 2592.505127
	Iteration 10Q: 3 clusters Score -116033.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116081.242188 Penalty: 2592.505127
	Iteration 11Q: 3 clusters Score -116081.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -116116.406250 Penalty: 2592.505127
	Iteration 12Q: 3 clusters Score -116116.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -116140.851562 Penalty: 2592.505127
	Iteration 13Q: 3 clusters Score -116140.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -116192.585938 Penalty: 2592.505127
	Iteration 14Q: 3 clusters Score -116192.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -116224.359375 Penalty: 2592.505127
	Iteration 15Q: 3 clusters Score -116224.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -116239.375000 Penalty: 2592.505127
	Iteration 16Q: 3 clusters Score -116239.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116259.046875 Penalty: 2592.505127
	Iteration 17Q: 3 clusters Score -116259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -116276.679688 Penalty: 2592.505127
	Iteration 18Q: 3 clusters Score -116276.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -116290.164062 Penalty: 2592.505127
	Iteration 19Q: 3 clusters Score -116290.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -116352.640625 Penalty: 2592.505127
	Iteration 20F: 3 clusters Score -116352.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -116497.765625 Penalty: 2592.505127
	Iteration 21Q: 3 clusters Score -116497.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -116548.437500 Penalty: 2592.505127
	Iteration 22Q: 3 clusters Score -116548.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -116555.156250 Penalty: 2592.505127
	Iteration 23Q: 3 clusters Score -116555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -116556.226562 Penalty: 2592.505127
	Iteration 24Q: 3 clusters Score -116556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -116556.226562 Penalty: 2592.505127
	Iteration 25F: 3 clusters Score -116556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Entering Unmasked Estep 
Score: -30859418.000000 Penalty: 51546.070312
Splitting cluster 8 changes total score from -30853522.000000 to -30859418.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (41817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Entering Unmasked Estep 
Score: -2466247.250000 Penalty: 1729.171875
	Iteration 0F: 2 clusters Score -2466247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2438211.750000 Penalty: 3458.343750
	Iteration 0F: 3 clusters Score -2438212 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2449307.750000 Penalty: 3458.343750
	Iteration 1F: 3 clusters Score -2449308 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2450056.750000 Penalty: 3458.343750
	Iteration 2Q: 3 clusters Score -2450057 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2450880.500000 Penalty: 3458.343750
	Iteration 3Q: 3 clusters Score -2450880 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2451891.000000 Penalty: 3458.343750
	Iteration 4F: 3 clusters Score -2451891 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2453189.750000 Penalty: 3458.343750
	Iteration 5F: 3 clusters Score -2453190 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2454594.500000 Penalty: 3458.343750
	Iteration 6F: 3 clusters Score -2454594 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2455941.000000 Penalty: 3458.343750
	Iteration 7F: 3 clusters Score -2455941 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2457177.500000 Penalty: 3458.343750
	Iteration 8F: 3 clusters Score -2457178 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2458331.750000 Penalty: 3458.343750
	Iteration 9Q: 3 clusters Score -2458332 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2459360.250000 Penalty: 3458.343750
	Iteration 10Q: 3 clusters Score -2459360 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2460284.750000 Penalty: 3458.343750
	Iteration 11Q: 3 clusters Score -2460285 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2461190.500000 Penalty: 3458.343750
	Iteration 12Q: 3 clusters Score -2461190 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2462069.250000 Penalty: 3458.343750
	Iteration 13Q: 3 clusters Score -2462069 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2462909.250000 Penalty: 3458.343750
	Iteration 14Q: 3 clusters Score -2462909 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2463689.250000 Penalty: 3458.343750
	Iteration 15Q: 3 clusters Score -2463689 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2464262.750000 Penalty: 3458.343750
	Iteration 16Q: 3 clusters Score -2464263 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2464701.500000 Penalty: 3458.343750
	Iteration 17Q: 3 clusters Score -2464702 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2464968.500000 Penalty: 3458.343750
	Iteration 18Q: 3 clusters Score -2464968 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2465154.000000 Penalty: 3458.343750
	Iteration 19Q: 3 clusters Score -2465154 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2465283.750000 Penalty: 3458.343750
	Iteration 20F: 3 clusters Score -2465284 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2465364.750000 Penalty: 3458.343750
	Iteration 21Q: 3 clusters Score -2465365 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2465423.750000 Penalty: 3458.343750
	Iteration 22Q: 3 clusters Score -2465424 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2465462.000000 Penalty: 3458.343750
	Iteration 23Q: 3 clusters Score -2465462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2465487.250000 Penalty: 3458.343750
	Iteration 24Q: 3 clusters Score -2465487 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2465510.250000 Penalty: 3458.343750
	Iteration 25Q: 3 clusters Score -2465510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2465515.250000 Penalty: 3458.343750
	Iteration 26Q: 3 clusters Score -2465515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2465515.250000 Penalty: 3458.343750
	Iteration 27Q: 3 clusters Score -2465515 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2465517.000000 Penalty: 3458.343750
	Iteration 28Q: 3 clusters Score -2465517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2465523.000000 Penalty: 3458.343750
	Iteration 29Q: 3 clusters Score -2465523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2465537.000000 Penalty: 3458.343750
	Iteration 30Q: 3 clusters Score -2465537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2465544.000000 Penalty: 3458.343750
	Iteration 31Q: 3 clusters Score -2465544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2465548.500000 Penalty: 3458.343750
	Iteration 32Q: 3 clusters Score -2465548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2465546.250000 Penalty: 3458.343750
	Iteration 33Q: 3 clusters Score -2465546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2465554.750000 Penalty: 3458.343750
	Iteration 34Q: 3 clusters Score -2465555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2465559.250000 Penalty: 3458.343750
	Iteration 35Q: 3 clusters Score -2465559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2465556.500000 Penalty: 3458.343750
	Iteration 36Q: 3 clusters Score -2465556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2465557.750000 Penalty: 3458.343750
	Iteration 37Q: 3 clusters Score -2465558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2465557.000000 Penalty: 3458.343750
	Iteration 38Q: 3 clusters Score -2465557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2465561.250000 Penalty: 3458.343750
	Iteration 39Q: 3 clusters Score -2465561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2465566.250000 Penalty: 3458.343750
	Iteration 40F: 3 clusters Score -2465566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2465568.500000 Penalty: 3458.343750
	Iteration 41Q: 3 clusters Score -2465568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2465563.750000 Penalty: 3458.343750
	Iteration 42Q: 3 clusters Score -2465564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2465565.000000 Penalty: 3458.343750
	Iteration 43Q: 3 clusters Score -2465565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2465567.500000 Penalty: 3458.343750
	Iteration 44Q: 3 clusters Score -2465568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2465560.000000 Penalty: 3458.343750
	Iteration 45Q: 3 clusters Score -2465560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2465563.250000 Penalty: 3458.343750
	Iteration 46Q: 3 clusters Score -2465563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2465569.500000 Penalty: 3458.343750
	Iteration 47Q: 3 clusters Score -2465570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2465563.250000 Penalty: 3458.343750
	Iteration 48Q: 3 clusters Score -2465563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2465575.750000 Penalty: 3458.343750
	Iteration 49Q: 3 clusters Score -2465576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2465589.250000 Penalty: 3458.343750
	Iteration 50Q: 3 clusters Score -2465589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2465590.250000 Penalty: 3458.343750
	Iteration 51Q: 3 clusters Score -2465590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2465591.750000 Penalty: 3458.343750
	Iteration 52Q: 3 clusters Score -2465592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2465590.500000 Penalty: 3458.343750
	Iteration 53Q: 3 clusters Score -2465590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2465584.250000 Penalty: 3458.343750
	Iteration 54Q: 3 clusters Score -2465584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2465589.750000 Penalty: 3458.343750
	Iteration 55Q: 3 clusters Score -2465590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2465594.000000 Penalty: 3458.343750
	Iteration 56Q: 3 clusters Score -2465594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2465592.500000 Penalty: 3458.343750
	Iteration 57Q: 3 clusters Score -2465592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2465586.750000 Penalty: 3458.343750
	Iteration 58Q: 3 clusters Score -2465587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2465594.250000 Penalty: 3458.343750
	Iteration 59Q: 3 clusters Score -2465594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2465593.250000 Penalty: 3458.343750
	Iteration 60F: 3 clusters Score -2465593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2465592.000000 Penalty: 3458.343750
	Iteration 61Q: 3 clusters Score -2465592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2465591.500000 Penalty: 3458.343750
	Iteration 62Q: 3 clusters Score -2465592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2465601.000000 Penalty: 3458.343750
	Iteration 63Q: 3 clusters Score -2465601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2465599.750000 Penalty: 3458.343750
	Iteration 64Q: 3 clusters Score -2465600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2465599.000000 Penalty: 3458.343750
	Iteration 65Q: 3 clusters Score -2465599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2465599.500000 Penalty: 3458.343750
	Iteration 66Q: 3 clusters Score -2465600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2465599.750000 Penalty: 3458.343750
	Iteration 67Q: 3 clusters Score -2465600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2465600.250000 Penalty: 3458.343750
	Iteration 68Q: 3 clusters Score -2465600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2465602.500000 Penalty: 3458.343750
	Iteration 69Q: 3 clusters Score -2465602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2465604.250000 Penalty: 3458.343750
	Iteration 70Q: 3 clusters Score -2465604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2465605.250000 Penalty: 3458.343750
	Iteration 71Q: 3 clusters Score -2465605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2465606.500000 Penalty: 3458.343750
	Iteration 72Q: 3 clusters Score -2465606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2465602.500000 Penalty: 3458.343750
	Iteration 73Q: 3 clusters Score -2465602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2465608.000000 Penalty: 3458.343750
	Iteration 74Q: 3 clusters Score -2465608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2465599.500000 Penalty: 3458.343750
	Iteration 75Q: 3 clusters Score -2465600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2465605.500000 Penalty: 3458.343750
	Iteration 76Q: 3 clusters Score -2465606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2465605.500000 Penalty: 3458.343750
	Iteration 77Q: 3 clusters Score -2465606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2465605.500000 Penalty: 3458.343750
	Iteration 78Q: 3 clusters Score -2465606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2465607.750000 Penalty: 3458.343750
	Iteration 79Q: 3 clusters Score -2465608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2465611.500000 Penalty: 3458.343750
	Iteration 80F: 3 clusters Score -2465612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2465606.500000 Penalty: 3458.343750
	Iteration 81Q: 3 clusters Score -2465606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2465610.000000 Penalty: 3458.343750
	Iteration 82Q: 3 clusters Score -2465610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2465609.000000 Penalty: 3458.343750
	Iteration 83Q: 3 clusters Score -2465609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2465610.250000 Penalty: 3458.343750
	Iteration 84Q: 3 clusters Score -2465610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2465606.750000 Penalty: 3458.343750
	Iteration 85Q: 3 clusters Score -2465607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2465611.750000 Penalty: 3458.343750
	Iteration 86Q: 3 clusters Score -2465612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2465607.500000 Penalty: 3458.343750
	Iteration 87Q: 3 clusters Score -2465608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2465607.750000 Penalty: 3458.343750
	Iteration 88Q: 3 clusters Score -2465608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2465610.000000 Penalty: 3458.343750
	Iteration 89Q: 3 clusters Score -2465610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2465610.000000 Penalty: 3458.343750
	Iteration 90F: 3 clusters Score -2465610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -530550.875000 Penalty: 1494.488037
	Iteration 0F: 2 clusters Score -530550.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -523532.593750 Penalty: 2988.976074
	Iteration 0F: 3 clusters Score -523532.6 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -527635.875000 Penalty: 2988.976074
	Iteration 1F: 3 clusters Score -527635.9 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -531177.312500 Penalty: 2988.976074
	Iteration 2F: 3 clusters Score -531177.3 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -534066.625000 Penalty: 2988.976074
	Iteration 3F: 3 clusters Score -534066.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -535443.937500 Penalty: 2988.976074
	Iteration 4F: 3 clusters Score -535443.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -535800.437500 Penalty: 2988.976074
	Iteration 5Q: 3 clusters Score -535800.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -536038.250000 Penalty: 2988.976074
	Iteration 6Q: 3 clusters Score -536038.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -536185.687500 Penalty: 2988.976074
	Iteration 7Q: 3 clusters Score -536185.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -536254.875000 Penalty: 2988.976074
	Iteration 8Q: 3 clusters Score -536254.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -536300.062500 Penalty: 2988.976074
	Iteration 9Q: 3 clusters Score -536300.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -536329.562500 Penalty: 2988.976074
	Iteration 10Q: 3 clusters Score -536329.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -536355.000000 Penalty: 2988.976074
	Iteration 11Q: 3 clusters Score -536355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -536374.187500 Penalty: 2988.976074
	Iteration 12Q: 3 clusters Score -536374.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -536395.125000 Penalty: 2988.976074
	Iteration 13Q: 3 clusters Score -536395.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -536429.625000 Penalty: 2988.976074
	Iteration 14Q: 3 clusters Score -536429.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -536506.250000 Penalty: 2988.976074
	Iteration 15Q: 3 clusters Score -536506.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -536648.187500 Penalty: 2988.976074
	Iteration 16Q: 3 clusters Score -536648.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -536805.000000 Penalty: 2988.976074
	Iteration 17Q: 3 clusters Score -536805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -536929.687500 Penalty: 2988.976074
	Iteration 18Q: 3 clusters Score -536929.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -537017.125000 Penalty: 2988.976074
	Iteration 19Q: 3 clusters Score -537017.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -537206.125000 Penalty: 2988.976074
	Iteration 20F: 3 clusters Score -537206.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -537698.375000 Penalty: 2988.976074
	Iteration 21Q: 3 clusters Score -537698.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -537788.187500 Penalty: 2988.976074
	Iteration 22Q: 3 clusters Score -537788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -537793.000000 Penalty: 2988.976074
	Iteration 23Q: 3 clusters Score -537793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -537794.187500 Penalty: 2988.976074
	Iteration 24Q: 3 clusters Score -537794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -537795.812500 Penalty: 2988.976074
	Iteration 25Q: 3 clusters Score -537795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -537796.562500 Penalty: 2988.976074
	Iteration 26Q: 3 clusters Score -537796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -537795.750000 Penalty: 2988.976074
	Iteration 27Q: 3 clusters Score -537795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -537796.937500 Penalty: 2988.976074
	Iteration 28Q: 3 clusters Score -537796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -537796.937500 Penalty: 2988.976074
	Iteration 29F: 3 clusters Score -537796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Entering Unmasked Estep 
Score: -30865992.000000 Penalty: 53693.824219
Splitting cluster 10 changes total score from -30853522.000000 to -30865992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (10835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Entering Unmasked Estep 
Score: -613198.937500 Penalty: 1509.712280
	Iteration 0F: 2 clusters Score -613198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -605593.875000 Penalty: 3019.424561
	Iteration 0F: 3 clusters Score -605593.9 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -609557.125000 Penalty: 3019.424561
	Iteration 1F: 3 clusters Score -609557.1 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -611720.125000 Penalty: 3019.424561
	Iteration 2F: 3 clusters Score -611720.1 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -613600.500000 Penalty: 3019.424561
	Iteration 3F: 3 clusters Score -613600.5 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -614977.250000 Penalty: 3019.424561
	Iteration 4F: 3 clusters Score -614977.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -616154.250000 Penalty: 3019.424561
	Iteration 5F: 3 clusters Score -616154.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -617064.062500 Penalty: 3019.424561
	Iteration 6Q: 3 clusters Score -617064.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -617614.750000 Penalty: 3019.424561
	Iteration 7Q: 3 clusters Score -617614.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -617930.750000 Penalty: 3019.424561
	Iteration 8Q: 3 clusters Score -617930.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -618135.750000 Penalty: 3019.424561
	Iteration 9Q: 3 clusters Score -618135.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -618240.687500 Penalty: 3019.424561
	Iteration 10Q: 3 clusters Score -618240.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -618303.250000 Penalty: 3019.424561
	Iteration 11Q: 3 clusters Score -618303.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -618364.000000 Penalty: 3019.424561
	Iteration 12Q: 3 clusters Score -618364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -618406.375000 Penalty: 3019.424561
	Iteration 13Q: 3 clusters Score -618406.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -618427.375000 Penalty: 3019.424561
	Iteration 14Q: 3 clusters Score -618427.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -618438.000000 Penalty: 3019.424561
	Iteration 15Q: 3 clusters Score -618438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -618443.687500 Penalty: 3019.424561
	Iteration 16Q: 3 clusters Score -618443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -618452.687500 Penalty: 3019.424561
	Iteration 17Q: 3 clusters Score -618452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -618455.125000 Penalty: 3019.424561
	Iteration 18Q: 3 clusters Score -618455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -618458.687500 Penalty: 3019.424561
	Iteration 19Q: 3 clusters Score -618458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -618476.000000 Penalty: 3019.424561
	Iteration 20F: 3 clusters Score -618476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -618491.875000 Penalty: 3019.424561
	Iteration 21Q: 3 clusters Score -618491.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -618503.437500 Penalty: 3019.424561
	Iteration 22Q: 3 clusters Score -618503.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -618515.750000 Penalty: 3019.424561
	Iteration 23Q: 3 clusters Score -618515.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -618529.437500 Penalty: 3019.424561
	Iteration 24Q: 3 clusters Score -618529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -618537.500000 Penalty: 3019.424561
	Iteration 25Q: 3 clusters Score -618537.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -618549.562500 Penalty: 3019.424561
	Iteration 26Q: 3 clusters Score -618549.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -618566.250000 Penalty: 3019.424561
	Iteration 27Q: 3 clusters Score -618566.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -618619.312500 Penalty: 3019.424561
	Iteration 28Q: 3 clusters Score -618619.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -618756.875000 Penalty: 3019.424561
	Iteration 29Q: 3 clusters Score -618756.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -618880.687500 Penalty: 3019.424561
	Iteration 30Q: 3 clusters Score -618880.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -618962.375000 Penalty: 3019.424561
	Iteration 31Q: 3 clusters Score -618962.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -618989.625000 Penalty: 3019.424561
	Iteration 32Q: 3 clusters Score -618989.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -618996.312500 Penalty: 3019.424561
	Iteration 33Q: 3 clusters Score -618996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -619001.250000 Penalty: 3019.424561
	Iteration 34Q: 3 clusters Score -619001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -619007.000000 Penalty: 3019.424561
	Iteration 35Q: 3 clusters Score -619007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -619008.250000 Penalty: 3019.424561
	Iteration 36Q: 3 clusters Score -619008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -619007.937500 Penalty: 3019.424561
	Iteration 37Q: 3 clusters Score -619007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -619011.000000 Penalty: 3019.424561
	Iteration 38F: 3 clusters Score -619011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -619011.250000 Penalty: 3019.424561
	Iteration 39Q: 3 clusters Score -619011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -619012.000000 Penalty: 3019.424561
	Iteration 40F: 3 clusters Score -619012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -619012.062500 Penalty: 3019.424561
	Iteration 41Q: 3 clusters Score -619012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -619012.062500 Penalty: 3019.424561
	Iteration 42F: 3 clusters Score -619012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 6130 members 
Entering Unmasked Estep 
Score: -30871124.000000 Penalty: 55841.574219
Splitting cluster 11 changes total score from -30853522.000000 to -30871124.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -228630.578125 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -228630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -225468.953125 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -225469 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -226281.890625 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -226281.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -226422.921875 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -226422.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -226509.359375 Penalty: 2668.201904
	Iteration 3Q: 3 clusters Score -226509.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -226571.359375 Penalty: 2668.201904
	Iteration 4Q: 3 clusters Score -226571.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -226617.796875 Penalty: 2668.201904
	Iteration 5Q: 3 clusters Score -226617.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -226665.437500 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -226665.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -226697.484375 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -226697.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -226725.468750 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -226725.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -226759.468750 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -226759.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -226798.953125 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -226799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -226828.500000 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -226828.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -226850.265625 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -226850.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -226868.046875 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -226868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -226887.234375 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -226887.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -226905.593750 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -226905.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -226930.250000 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -226930.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -226953.921875 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -226953.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -226973.765625 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -226973.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -226997.421875 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -226997.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -227016.781250 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -227016.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -227031.312500 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -227031.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -227044.484375 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -227044.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -227060.093750 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -227060.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -227071.187500 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -227071.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -227080.593750 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -227080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -227088.015625 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -227088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -227097.140625 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -227097.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -227106.656250 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -227106.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -227115.218750 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -227115.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -227121.437500 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -227121.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -227127.687500 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -227127.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -227136.875000 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -227136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -227145.343750 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -227145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -227152.484375 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -227152.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -227157.781250 Penalty: 2668.201904
	Iteration 35Q: 3 clusters Score -227157.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -227161.390625 Penalty: 2668.201904
	Iteration 36Q: 3 clusters Score -227161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -227164.656250 Penalty: 2668.201904
	Iteration 37Q: 3 clusters Score -227164.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -227168.500000 Penalty: 2668.201904
	Iteration 38Q: 3 clusters Score -227168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -227171.578125 Penalty: 2668.201904
	Iteration 39Q: 3 clusters Score -227171.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -227176.703125 Penalty: 2668.201904
	Iteration 40F: 3 clusters Score -227176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -227182.421875 Penalty: 2668.201904
	Iteration 41Q: 3 clusters Score -227182.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -227188.453125 Penalty: 2668.201904
	Iteration 42Q: 3 clusters Score -227188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -227192.765625 Penalty: 2668.201904
	Iteration 43Q: 3 clusters Score -227192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -227196.875000 Penalty: 2668.201904
	Iteration 44Q: 3 clusters Score -227196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -227202.703125 Penalty: 2668.201904
	Iteration 45Q: 3 clusters Score -227202.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -227209.265625 Penalty: 2668.201904
	Iteration 46Q: 3 clusters Score -227209.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -227215.640625 Penalty: 2668.201904
	Iteration 47Q: 3 clusters Score -227215.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -227221.046875 Penalty: 2668.201904
	Iteration 48Q: 3 clusters Score -227221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -227224.953125 Penalty: 2668.201904
	Iteration 49Q: 3 clusters Score -227225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -227228.796875 Penalty: 2668.201904
	Iteration 50Q: 3 clusters Score -227228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -227232.671875 Penalty: 2668.201904
	Iteration 51Q: 3 clusters Score -227232.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -227235.046875 Penalty: 2668.201904
	Iteration 52Q: 3 clusters Score -227235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -227238.343750 Penalty: 2668.201904
	Iteration 53Q: 3 clusters Score -227238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -227240.546875 Penalty: 2668.201904
	Iteration 54Q: 3 clusters Score -227240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -227241.484375 Penalty: 2668.201904
	Iteration 55Q: 3 clusters Score -227241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -227241.937500 Penalty: 2668.201904
	Iteration 56Q: 3 clusters Score -227241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -227242.562500 Penalty: 2668.201904
	Iteration 57Q: 3 clusters Score -227242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -227244.656250 Penalty: 2668.201904
	Iteration 58Q: 3 clusters Score -227244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -227245.968750 Penalty: 2668.201904
	Iteration 59Q: 3 clusters Score -227246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -227246.921875 Penalty: 2668.201904
	Iteration 60F: 3 clusters Score -227246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -227247.437500 Penalty: 2668.201904
	Iteration 61Q: 3 clusters Score -227247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -227248.359375 Penalty: 2668.201904
	Iteration 62Q: 3 clusters Score -227248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -227248.796875 Penalty: 2668.201904
	Iteration 63Q: 3 clusters Score -227248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -227249.421875 Penalty: 2668.201904
	Iteration 64Q: 3 clusters Score -227249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -227250.234375 Penalty: 2668.201904
	Iteration 65Q: 3 clusters Score -227250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -227250.531250 Penalty: 2668.201904
	Iteration 66Q: 3 clusters Score -227250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -227251.265625 Penalty: 2668.201904
	Iteration 67Q: 3 clusters Score -227251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -227252.625000 Penalty: 2668.201904
	Iteration 68Q: 3 clusters Score -227252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -227254.093750 Penalty: 2668.201904
	Iteration 69Q: 3 clusters Score -227254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -227256.453125 Penalty: 2668.201904
	Iteration 70Q: 3 clusters Score -227256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -227260.859375 Penalty: 2668.201904
	Iteration 71Q: 3 clusters Score -227260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -227264.703125 Penalty: 2668.201904
	Iteration 72Q: 3 clusters Score -227264.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -227267.515625 Penalty: 2668.201904
	Iteration 73Q: 3 clusters Score -227267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -227268.890625 Penalty: 2668.201904
	Iteration 74Q: 3 clusters Score -227268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -227270.250000 Penalty: 2668.201904
	Iteration 75Q: 3 clusters Score -227270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -227271.921875 Penalty: 2668.201904
	Iteration 76Q: 3 clusters Score -227271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -227272.546875 Penalty: 2668.201904
	Iteration 77Q: 3 clusters Score -227272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -227274.390625 Penalty: 2668.201904
	Iteration 78Q: 3 clusters Score -227274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -227276.406250 Penalty: 2668.201904
	Iteration 79Q: 3 clusters Score -227276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -227278.296875 Penalty: 2668.201904
	Iteration 80F: 3 clusters Score -227278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -227279.000000 Penalty: 2668.201904
	Iteration 81Q: 3 clusters Score -227279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -227280.937500 Penalty: 2668.201904
	Iteration 82Q: 3 clusters Score -227280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -227282.015625 Penalty: 2668.201904
	Iteration 83Q: 3 clusters Score -227282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -227283.078125 Penalty: 2668.201904
	Iteration 84Q: 3 clusters Score -227283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -227283.359375 Penalty: 2668.201904
	Iteration 85Q: 3 clusters Score -227283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -227283.750000 Penalty: 2668.201904
	Iteration 86Q: 3 clusters Score -227283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -227283.750000 Penalty: 2668.201904
	Iteration 87F: 3 clusters Score -227283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Entering Unmasked Estep 
Score: -4826086.500000 Penalty: 1834.363892
	Iteration 0F: 2 clusters Score -4826086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -4772593.000000 Penalty: 3668.727783
	Iteration 0F: 3 clusters Score -4772593 nChanged 37988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -4794985.000000 Penalty: 3668.727783
	Iteration 1F: 3 clusters Score -4794985 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4796277.000000 Penalty: 3668.727783
	Iteration 2Q: 3 clusters Score -4796277 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -4797918.500000 Penalty: 3668.727783
	Iteration 3Q: 3 clusters Score -4797918 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -4799799.000000 Penalty: 3668.727783
	Iteration 4Q: 3 clusters Score -4799799 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -4801769.000000 Penalty: 3668.727783
	Iteration 5Q: 3 clusters Score -4801769 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -4803917.500000 Penalty: 3668.727783
	Iteration 6Q: 3 clusters Score -4803918 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -4806103.000000 Penalty: 3668.727783
	Iteration 7F: 3 clusters Score -4806103 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -4808529.000000 Penalty: 3668.727783
	Iteration 8F: 3 clusters Score -4808529 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -4811205.500000 Penalty: 3668.727783
	Iteration 9F: 3 clusters Score -4811206 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -4813922.500000 Penalty: 3668.727783
	Iteration 10F: 3 clusters Score -4813922 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -4816637.000000 Penalty: 3668.727783
	Iteration 11Q: 3 clusters Score -4816637 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -4819096.000000 Penalty: 3668.727783
	Iteration 12Q: 3 clusters Score -4819096 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -4821119.000000 Penalty: 3668.727783
	Iteration 13Q: 3 clusters Score -4821119 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -4822664.500000 Penalty: 3668.727783
	Iteration 14Q: 3 clusters Score -4822664 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -4823574.500000 Penalty: 3668.727783
	Iteration 15Q: 3 clusters Score -4823574 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -4824027.500000 Penalty: 3668.727783
	Iteration 16Q: 3 clusters Score -4824028 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -4824251.500000 Penalty: 3668.727783
	Iteration 17Q: 3 clusters Score -4824252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -4824377.000000 Penalty: 3668.727783
	Iteration 18Q: 3 clusters Score -4824377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -4824446.000000 Penalty: 3668.727783
	Iteration 19Q: 3 clusters Score -4824446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -4824471.500000 Penalty: 3668.727783
	Iteration 20F: 3 clusters Score -4824472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -4824496.500000 Penalty: 3668.727783
	Iteration 21Q: 3 clusters Score -4824496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -4824499.500000 Penalty: 3668.727783
	Iteration 22Q: 3 clusters Score -4824500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -4824528.000000 Penalty: 3668.727783
	Iteration 23Q: 3 clusters Score -4824528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -4824530.500000 Penalty: 3668.727783
	Iteration 24Q: 3 clusters Score -4824530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -4824544.000000 Penalty: 3668.727783
	Iteration 25Q: 3 clusters Score -4824544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -4824548.500000 Penalty: 3668.727783
	Iteration 26Q: 3 clusters Score -4824548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -4824560.500000 Penalty: 3668.727783
	Iteration 27Q: 3 clusters Score -4824560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -4824566.000000 Penalty: 3668.727783
	Iteration 28Q: 3 clusters Score -4824566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -4824576.500000 Penalty: 3668.727783
	Iteration 29Q: 3 clusters Score -4824576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -4824577.000000 Penalty: 3668.727783
	Iteration 30Q: 3 clusters Score -4824577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -4824576.500000 Penalty: 3668.727783
	Iteration 31Q: 3 clusters Score -4824576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -4824581.000000 Penalty: 3668.727783
	Iteration 32Q: 3 clusters Score -4824581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -4824579.500000 Penalty: 3668.727783
	Iteration 33Q: 3 clusters Score -4824580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -4824579.500000 Penalty: 3668.727783
	Iteration 34F: 3 clusters Score -4824580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -368180.843750 Penalty: 1430.091919
	Iteration 0F: 2 clusters Score -368180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -363187.750000 Penalty: 2860.183838
	Iteration 0F: 3 clusters Score -363187.8 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -364766.343750 Penalty: 2860.183838
	Iteration 1F: 3 clusters Score -364766.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -365307.531250 Penalty: 2860.183838
	Iteration 2F: 3 clusters Score -365307.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -366117.562500 Penalty: 2860.183838
	Iteration 3F: 3 clusters Score -366117.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -367191.468750 Penalty: 2860.183838
	Iteration 4F: 3 clusters Score -367191.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -368295.750000 Penalty: 2860.183838
	Iteration 5F: 3 clusters Score -368295.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -368979.281250 Penalty: 2860.183838
	Iteration 6F: 3 clusters Score -368979.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -369256.531250 Penalty: 2860.183838
	Iteration 7Q: 3 clusters Score -369256.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -369342.562500 Penalty: 2860.183838
	Iteration 8Q: 3 clusters Score -369342.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369385.531250 Penalty: 2860.183838
	Iteration 9Q: 3 clusters Score -369385.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -369410.125000 Penalty: 2860.183838
	Iteration 10Q: 3 clusters Score -369410.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -369422.593750 Penalty: 2860.183838
	Iteration 11Q: 3 clusters Score -369422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -369427.593750 Penalty: 2860.183838
	Iteration 12Q: 3 clusters Score -369427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -369431.406250 Penalty: 2860.183838
	Iteration 13Q: 3 clusters Score -369431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -369434.000000 Penalty: 2860.183838
	Iteration 14Q: 3 clusters Score -369434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -369433.906250 Penalty: 2860.183838
	Iteration 15Q: 3 clusters Score -369433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -369434.562500 Penalty: 2860.183838
	Iteration 16Q: 3 clusters Score -369434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -369435.375000 Penalty: 2860.183838
	Iteration 17Q: 3 clusters Score -369435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369435.937500 Penalty: 2860.183838
	Iteration 18Q: 3 clusters Score -369435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369435.937500 Penalty: 2860.183838
	Iteration 19F: 3 clusters Score -369435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1810 members 
Entering Unmasked Estep 
Score: -30871588.000000 Penalty: 57989.328125
Splitting cluster 14 changes total score from -30853522.000000 to -30871588.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -331188.812500 Penalty: 1426.603027
	Iteration 0F: 2 clusters Score -331188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -326295.375000 Penalty: 2853.206055
	Iteration 0F: 3 clusters Score -326295.4 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -327948.937500 Penalty: 2853.206055
	Iteration 1F: 3 clusters Score -327948.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -328797.812500 Penalty: 2853.206055
	Iteration 2F: 3 clusters Score -328797.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -330276.500000 Penalty: 2853.206055
	Iteration 3F: 3 clusters Score -330276.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -332225.687500 Penalty: 2853.206055
	Iteration 4F: 3 clusters Score -332225.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -333474.843750 Penalty: 2853.206055
	Iteration 5F: 3 clusters Score -333474.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -333877.468750 Penalty: 2853.206055
	Iteration 6F: 3 clusters Score -333877.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -334083.593750 Penalty: 2853.206055
	Iteration 7Q: 3 clusters Score -334083.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -334317.062500 Penalty: 2853.206055
	Iteration 8Q: 3 clusters Score -334317.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -334646.625000 Penalty: 2853.206055
	Iteration 9Q: 3 clusters Score -334646.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -334862.375000 Penalty: 2853.206055
	Iteration 10Q: 3 clusters Score -334862.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -334913.000000 Penalty: 2853.206055
	Iteration 11Q: 3 clusters Score -334913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -334923.406250 Penalty: 2853.206055
	Iteration 12Q: 3 clusters Score -334923.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -334925.968750 Penalty: 2853.206055
	Iteration 13Q: 3 clusters Score -334926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -334927.062500 Penalty: 2853.206055
	Iteration 14Q: 3 clusters Score -334927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -334928.500000 Penalty: 2853.206055
	Iteration 15Q: 3 clusters Score -334928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -334928.093750 Penalty: 2853.206055
	Iteration 16Q: 3 clusters Score -334928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -334930.218750 Penalty: 2853.206055
	Iteration 17Q: 3 clusters Score -334930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -334929.156250 Penalty: 2853.206055
	Iteration 18Q: 3 clusters Score -334929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -334929.562500 Penalty: 2853.206055
	Iteration 19Q: 3 clusters Score -334929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -334929.718750 Penalty: 2853.206055
	Iteration 20F: 3 clusters Score -334929.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 18231 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 2870 members 
Entering Unmasked Estep 
Score: -30874584.000000 Penalty: 60137.082031
Splitting cluster 15 changes total score from -30853522.000000 to -30874584.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (18231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Entering Unmasked Estep 
Score: -1105207.750000 Penalty: 1594.267822
	Iteration 0F: 2 clusters Score -1105208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1092720.750000 Penalty: 3188.535645
	Iteration 0F: 3 clusters Score -1092721 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1098292.500000 Penalty: 3188.535645
	Iteration 1F: 3 clusters Score -1098292 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1100360.875000 Penalty: 3188.535645
	Iteration 2F: 3 clusters Score -1100361 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1102667.875000 Penalty: 3188.535645
	Iteration 3F: 3 clusters Score -1102668 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1104503.000000 Penalty: 3188.535645
	Iteration 4F: 3 clusters Score -1104503 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1105495.500000 Penalty: 3188.535645
	Iteration 5F: 3 clusters Score -1105496 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1105916.250000 Penalty: 3188.535645
	Iteration 6Q: 3 clusters Score -1105916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1106105.375000 Penalty: 3188.535645
	Iteration 7Q: 3 clusters Score -1106105 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1106219.625000 Penalty: 3188.535645
	Iteration 8Q: 3 clusters Score -1106220 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1106281.875000 Penalty: 3188.535645
	Iteration 9Q: 3 clusters Score -1106282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1106320.250000 Penalty: 3188.535645
	Iteration 10Q: 3 clusters Score -1106320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1106341.375000 Penalty: 3188.535645
	Iteration 11Q: 3 clusters Score -1106341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1106359.875000 Penalty: 3188.535645
	Iteration 12Q: 3 clusters Score -1106360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1106374.375000 Penalty: 3188.535645
	Iteration 13Q: 3 clusters Score -1106374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1106387.500000 Penalty: 3188.535645
	Iteration 14Q: 3 clusters Score -1106388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1106398.625000 Penalty: 3188.535645
	Iteration 15Q: 3 clusters Score -1106399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1106403.125000 Penalty: 3188.535645
	Iteration 16Q: 3 clusters Score -1106403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1106404.625000 Penalty: 3188.535645
	Iteration 17Q: 3 clusters Score -1106405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1106405.750000 Penalty: 3188.535645
	Iteration 18Q: 3 clusters Score -1106406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1106409.875000 Penalty: 3188.535645
	Iteration 19Q: 3 clusters Score -1106410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1106415.750000 Penalty: 3188.535645
	Iteration 20F: 3 clusters Score -1106416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1106419.250000 Penalty: 3188.535645
	Iteration 21Q: 3 clusters Score -1106419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1106424.625000 Penalty: 3188.535645
	Iteration 22Q: 3 clusters Score -1106425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1106424.250000 Penalty: 3188.535645
	Iteration 23Q: 3 clusters Score -1106424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1106429.250000 Penalty: 3188.535645
	Iteration 24Q: 3 clusters Score -1106429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1106428.125000 Penalty: 3188.535645
	Iteration 25Q: 3 clusters Score -1106428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1106426.875000 Penalty: 3188.535645
	Iteration 26Q: 3 clusters Score -1106427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1106427.875000 Penalty: 3188.535645
	Iteration 27Q: 3 clusters Score -1106428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1106428.125000 Penalty: 3188.535645
	Iteration 28Q: 3 clusters Score -1106428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1106428.125000 Penalty: 3188.535645
	Iteration 29F: 3 clusters Score -1106428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 1318 members 
Entering Unmasked Estep 
Score: -30875240.000000 Penalty: 62284.832031
Splitting cluster 16 changes total score from -30853522.000000 to -30875240.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (17596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Entering Unmasked Estep 
Score: -895912.437500 Penalty: 1588.506836
	Iteration 0F: 2 clusters Score -895912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -883842.875000 Penalty: 3177.013672
	Iteration 0F: 3 clusters Score -883842.9 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -888112.375000 Penalty: 3177.013672
	Iteration 1F: 3 clusters Score -888112.4 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -888542.875000 Penalty: 3177.013672
	Iteration 2F: 3 clusters Score -888542.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -888979.812500 Penalty: 3177.013672
	Iteration 3F: 3 clusters Score -888979.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -889452.125000 Penalty: 3177.013672
	Iteration 4F: 3 clusters Score -889452.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -889905.500000 Penalty: 3177.013672
	Iteration 5F: 3 clusters Score -889905.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -890347.000000 Penalty: 3177.013672
	Iteration 6Q: 3 clusters Score -890347 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -890811.062500 Penalty: 3177.013672
	Iteration 7Q: 3 clusters Score -890811.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -891295.062500 Penalty: 3177.013672
	Iteration 8Q: 3 clusters Score -891295.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -891743.875000 Penalty: 3177.013672
	Iteration 9Q: 3 clusters Score -891743.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -892147.500000 Penalty: 3177.013672
	Iteration 10Q: 3 clusters Score -892147.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -892523.937500 Penalty: 3177.013672
	Iteration 11Q: 3 clusters Score -892523.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -892869.250000 Penalty: 3177.013672
	Iteration 12Q: 3 clusters Score -892869.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -893137.375000 Penalty: 3177.013672
	Iteration 13Q: 3 clusters Score -893137.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -893316.000000 Penalty: 3177.013672
	Iteration 14Q: 3 clusters Score -893316 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -893465.125000 Penalty: 3177.013672
	Iteration 15Q: 3 clusters Score -893465.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -893586.375000 Penalty: 3177.013672
	Iteration 16Q: 3 clusters Score -893586.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -893682.375000 Penalty: 3177.013672
	Iteration 17Q: 3 clusters Score -893682.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -893773.125000 Penalty: 3177.013672
	Iteration 18Q: 3 clusters Score -893773.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -893858.062500 Penalty: 3177.013672
	Iteration 19Q: 3 clusters Score -893858.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -893950.125000 Penalty: 3177.013672
	Iteration 20F: 3 clusters Score -893950.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -894070.437500 Penalty: 3177.013672
	Iteration 21Q: 3 clusters Score -894070.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -894201.562500 Penalty: 3177.013672
	Iteration 22Q: 3 clusters Score -894201.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -894312.812500 Penalty: 3177.013672
	Iteration 23Q: 3 clusters Score -894312.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -894407.625000 Penalty: 3177.013672
	Iteration 24Q: 3 clusters Score -894407.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -894485.187500 Penalty: 3177.013672
	Iteration 25Q: 3 clusters Score -894485.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -894549.375000 Penalty: 3177.013672
	Iteration 26Q: 3 clusters Score -894549.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -894600.562500 Penalty: 3177.013672
	Iteration 27Q: 3 clusters Score -894600.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -894645.375000 Penalty: 3177.013672
	Iteration 28Q: 3 clusters Score -894645.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -894700.062500 Penalty: 3177.013672
	Iteration 29Q: 3 clusters Score -894700.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -894748.062500 Penalty: 3177.013672
	Iteration 30Q: 3 clusters Score -894748.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -894782.562500 Penalty: 3177.013672
	Iteration 31Q: 3 clusters Score -894782.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -894802.875000 Penalty: 3177.013672
	Iteration 32Q: 3 clusters Score -894802.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -894818.375000 Penalty: 3177.013672
	Iteration 33Q: 3 clusters Score -894818.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -894834.937500 Penalty: 3177.013672
	Iteration 34Q: 3 clusters Score -894834.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -894848.687500 Penalty: 3177.013672
	Iteration 35Q: 3 clusters Score -894848.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -894860.750000 Penalty: 3177.013672
	Iteration 36Q: 3 clusters Score -894860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -894864.812500 Penalty: 3177.013672
	Iteration 37Q: 3 clusters Score -894864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -894874.875000 Penalty: 3177.013672
	Iteration 38Q: 3 clusters Score -894874.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -894878.312500 Penalty: 3177.013672
	Iteration 39Q: 3 clusters Score -894878.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -894887.812500 Penalty: 3177.013672
	Iteration 40F: 3 clusters Score -894887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -894891.125000 Penalty: 3177.013672
	Iteration 41Q: 3 clusters Score -894891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -894894.312500 Penalty: 3177.013672
	Iteration 42Q: 3 clusters Score -894894.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -894898.562500 Penalty: 3177.013672
	Iteration 43Q: 3 clusters Score -894898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -894900.500000 Penalty: 3177.013672
	Iteration 44Q: 3 clusters Score -894900.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -894906.750000 Penalty: 3177.013672
	Iteration 45Q: 3 clusters Score -894906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -894909.500000 Penalty: 3177.013672
	Iteration 46Q: 3 clusters Score -894909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -894913.812500 Penalty: 3177.013672
	Iteration 47Q: 3 clusters Score -894913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -894916.937500 Penalty: 3177.013672
	Iteration 48Q: 3 clusters Score -894916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -894920.062500 Penalty: 3177.013672
	Iteration 49Q: 3 clusters Score -894920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -894921.937500 Penalty: 3177.013672
	Iteration 50Q: 3 clusters Score -894921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -894923.562500 Penalty: 3177.013672
	Iteration 51Q: 3 clusters Score -894923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -894924.937500 Penalty: 3177.013672
	Iteration 52Q: 3 clusters Score -894924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -894926.812500 Penalty: 3177.013672
	Iteration 53Q: 3 clusters Score -894926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -894926.312500 Penalty: 3177.013672
	Iteration 54Q: 3 clusters Score -894926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -894926.250000 Penalty: 3177.013672
	Iteration 55Q: 3 clusters Score -894926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -894927.312500 Penalty: 3177.013672
	Iteration 56Q: 3 clusters Score -894927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -894926.437500 Penalty: 3177.013672
	Iteration 57Q: 3 clusters Score -894926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -894927.187500 Penalty: 3177.013672
	Iteration 58Q: 3 clusters Score -894927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -894927.625000 Penalty: 3177.013672
	Iteration 59Q: 3 clusters Score -894927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -894927.625000 Penalty: 3177.013672
	Iteration 60F: 3 clusters Score -894927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Entering Unmasked Estep 
Score: -448728.406250 Penalty: 1445.962158
	Iteration 0F: 2 clusters Score -448728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -443320.031250 Penalty: 2891.924316
	Iteration 0F: 3 clusters Score -443320 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -445039.218750 Penalty: 2891.924316
	Iteration 1F: 3 clusters Score -445039.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -445760.562500 Penalty: 2891.924316
	Iteration 2F: 3 clusters Score -445760.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -447239.281250 Penalty: 2891.924316
	Iteration 3F: 3 clusters Score -447239.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -448412.875000 Penalty: 2891.924316
	Iteration 4F: 3 clusters Score -448412.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -449182.656250 Penalty: 2891.924316
	Iteration 5F: 3 clusters Score -449182.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -449646.250000 Penalty: 2891.924316
	Iteration 6F: 3 clusters Score -449646.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -449954.031250 Penalty: 2891.924316
	Iteration 7Q: 3 clusters Score -449954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -450183.406250 Penalty: 2891.924316
	Iteration 8Q: 3 clusters Score -450183.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -450367.906250 Penalty: 2891.924316
	Iteration 9Q: 3 clusters Score -450367.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -450451.375000 Penalty: 2891.924316
	Iteration 10Q: 3 clusters Score -450451.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -450489.031250 Penalty: 2891.924316
	Iteration 11Q: 3 clusters Score -450489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -450501.656250 Penalty: 2891.924316
	Iteration 12Q: 3 clusters Score -450501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -450505.187500 Penalty: 2891.924316
	Iteration 13Q: 3 clusters Score -450505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -450505.500000 Penalty: 2891.924316
	Iteration 14Q: 3 clusters Score -450505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450506.781250 Penalty: 2891.924316
	Iteration 15Q: 3 clusters Score -450506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450506.781250 Penalty: 2891.924316
	Iteration 16F: 3 clusters Score -450506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 9434 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 1318 members 
Mstep: Class 30 contains 1052 members 
Entering Unmasked Estep 
Score: -30876292.000000 Penalty: 64432.585938
Splitting cluster 19 changes total score from -30853522.000000 to -30876292.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (9434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Entering Unmasked Estep 
Score: -505678.937500 Penalty: 1487.212280
	Iteration 0F: 2 clusters Score -505678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -498953.781250 Penalty: 2974.424561
	Iteration 0F: 3 clusters Score -498953.8 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -502425.781250 Penalty: 2974.424561
	Iteration 1F: 3 clusters Score -502425.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -504102.156250 Penalty: 2974.424561
	Iteration 2F: 3 clusters Score -504102.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -505308.875000 Penalty: 2974.424561
	Iteration 3F: 3 clusters Score -505308.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -506006.250000 Penalty: 2974.424561
	Iteration 4F: 3 clusters Score -506006.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -506453.687500 Penalty: 2974.424561
	Iteration 5F: 3 clusters Score -506453.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -506790.187500 Penalty: 2974.424561
	Iteration 6Q: 3 clusters Score -506790.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -507143.281250 Penalty: 2974.424561
	Iteration 7Q: 3 clusters Score -507143.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -507751.718750 Penalty: 2974.424561
	Iteration 8Q: 3 clusters Score -507751.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -508999.687500 Penalty: 2974.424561
	Iteration 9Q: 3 clusters Score -508999.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -510249.781250 Penalty: 2974.424561
	Iteration 10Q: 3 clusters Score -510249.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -510959.406250 Penalty: 2974.424561
	Iteration 11Q: 3 clusters Score -510959.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -511029.906250 Penalty: 2974.424561
	Iteration 12Q: 3 clusters Score -511029.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -511039.687500 Penalty: 2974.424561
	Iteration 13Q: 3 clusters Score -511039.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -511041.281250 Penalty: 2974.424561
	Iteration 14Q: 3 clusters Score -511041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -511041.125000 Penalty: 2974.424561
	Iteration 15Q: 3 clusters Score -511041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -511040.718750 Penalty: 2974.424561
	Iteration 16Q: 3 clusters Score -511040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -511040.437500 Penalty: 2974.424561
	Iteration 17Q: 3 clusters Score -511040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -511040.437500 Penalty: 2974.424561
	Iteration 18F: 3 clusters Score -511040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 110890 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 5892 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 1318 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 3542 members 
Entering Unmasked Estep 
Score: -30880938.000000 Penalty: 66580.335938
Splitting cluster 20 changes total score from -30853522.000000 to -30880938.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -378269.187500 Penalty: 1441.779175
	Iteration 0F: 2 clusters Score -378269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -373024.281250 Penalty: 2883.558350
	Iteration 0F: 3 clusters Score -373024.3 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -374798.187500 Penalty: 2883.558350
	Iteration 1F: 3 clusters Score -374798.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -375202.562500 Penalty: 2883.558350
	Iteration 2F: 3 clusters Score -375202.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -375519.656250 Penalty: 2883.558350
	Iteration 3F: 3 clusters Score -375519.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -375776.531250 Penalty: 2883.558350
	Iteration 4F: 3 clusters Score -375776.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -375972.437500 Penalty: 2883.558350
	Iteration 5Q: 3 clusters Score -375972.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -376130.531250 Penalty: 2883.558350
	Iteration 6Q: 3 clusters Score -376130.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -376266.593750 Penalty: 2883.558350
	Iteration 7Q: 3 clusters Score -376266.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -376427.843750 Penalty: 2883.558350
	Iteration 8Q: 3 clusters Score -376427.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -376584.031250 Penalty: 2883.558350
	Iteration 9Q: 3 clusters Score -376584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -376718.500000 Penalty: 2883.558350
	Iteration 10Q: 3 clusters Score -376718.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -376845.718750 Penalty: 2883.558350
	Iteration 11Q: 3 clusters Score -376845.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -376970.062500 Penalty: 2883.558350
	Iteration 12Q: 3 clusters Score -376970.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -377069.718750 Penalty: 2883.558350
	Iteration 13Q: 3 clusters Score -377069.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -377164.656250 Penalty: 2883.558350
	Iteration 14Q: 3 clusters Score -377164.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -377250.406250 Penalty: 2883.558350
	Iteration 15Q: 3 clusters Score -377250.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -377338.062500 Penalty: 2883.558350
	Iteration 16Q: 3 clusters Score -377338.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -377399.281250 Penalty: 2883.558350
	Iteration 17Q: 3 clusters Score -377399.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -377446.281250 Penalty: 2883.558350
	Iteration 18Q: 3 clusters Score -377446.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -377475.343750 Penalty: 2883.558350
	Iteration 19Q: 3 clusters Score -377475.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -377498.250000 Penalty: 2883.558350
	Iteration 20F: 3 clusters Score -377498.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -377527.937500 Penalty: 2883.558350
	Iteration 21Q: 3 clusters Score -377527.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -377553.156250 Penalty: 2883.558350
	Iteration 22Q: 3 clusters Score -377553.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -377568.187500 Penalty: 2883.558350
	Iteration 23Q: 3 clusters Score -377568.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -377579.500000 Penalty: 2883.558350
	Iteration 24Q: 3 clusters Score -377579.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -377588.156250 Penalty: 2883.558350
	Iteration 25Q: 3 clusters Score -377588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -377595.343750 Penalty: 2883.558350
	Iteration 26Q: 3 clusters Score -377595.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -377600.000000 Penalty: 2883.558350
	Iteration 27Q: 3 clusters Score -377600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -377604.500000 Penalty: 2883.558350
	Iteration 28Q: 3 clusters Score -377604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -377606.062500 Penalty: 2883.558350
	Iteration 29Q: 3 clusters Score -377606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377608.062500 Penalty: 2883.558350
	Iteration 30Q: 3 clusters Score -377608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -377609.687500 Penalty: 2883.558350
	Iteration 31Q: 3 clusters Score -377609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -377613.156250 Penalty: 2883.558350
	Iteration 32Q: 3 clusters Score -377613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -377616.781250 Penalty: 2883.558350
	Iteration 33Q: 3 clusters Score -377616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -377619.000000 Penalty: 2883.558350
	Iteration 34Q: 3 clusters Score -377619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -377620.093750 Penalty: 2883.558350
	Iteration 35Q: 3 clusters Score -377620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -377620.906250 Penalty: 2883.558350
	Iteration 36Q: 3 clusters Score -377620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -377621.687500 Penalty: 2883.558350
	Iteration 37Q: 3 clusters Score -377621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -377622.000000 Penalty: 2883.558350
	Iteration 38Q: 3 clusters Score -377622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -377622.000000 Penalty: 2883.558350
	Iteration 39Q: 3 clusters Score -377622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -377622.000000 Penalty: 2883.558350
	Iteration 40F: 3 clusters Score -377622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 75887 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 5892 members 
Mstep: Class 21 contains 7133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 2125.293701 but Gain 2147.750000
Score: -30887732.000000 Penalty: 64432.585938
Iteration 39Q: 31 clusters Score -3.088773e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 75642 members 
Mstep: Class 4 contains 14661 members 
Mstep: Class 5 contains 12129 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 40384 members 
Mstep: Class 10 contains 8081 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 81002 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 18397 members 
Mstep: Class 17 contains 110161 members 
Mstep: Class 18 contains 18180 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 1022 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 1492 members 
Mstep: Class 28 contains 2695 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 31 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30895072.000000 Penalty: 64432.585938
Iteration 40F: 31 clusters Score -3.089507e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 18855 members 
Mstep: Class 3 contains 75146 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 12289 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 38951 members 
Mstep: Class 10 contains 8121 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 81174 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 19403 members 
Mstep: Class 17 contains 109512 members 
Mstep: Class 18 contains 18227 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 5522 members 
Mstep: Class 21 contains 6996 members 
Mstep: Class 22 contains 6553 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 1266 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 6553 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 2774 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 31 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30898384.000000 Penalty: 64432.585938
Iteration 41Q: 31 clusters Score -3.089838e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 18761 members 
Mstep: Class 3 contains 74843 members 
Mstep: Class 4 contains 14284 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 37891 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 81221 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 3385 members 
Mstep: Class 16 contains 20161 members 
Mstep: Class 17 contains 108935 members 
Mstep: Class 18 contains 18381 members 
Mstep: Class 19 contains 7334 members 
Mstep: Class 20 contains 5397 members 
Mstep: Class 21 contains 6966 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 1385 members 
Mstep: Class 25 contains 2235 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 1408 members 
Mstep: Class 31 contains 4141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900302.000000 Penalty: 64432.585938
Iteration 42Q: 31 clusters Score -3.09003e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 18681 members 
Mstep: Class 3 contains 74659 members 
Mstep: Class 4 contains 14182 members 
Mstep: Class 5 contains 12644 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 4659 members 
Mstep: Class 13 contains 81227 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 3350 members 
Mstep: Class 16 contains 20737 members 
Mstep: Class 17 contains 108474 members 
Mstep: Class 18 contains 18523 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 6501 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 1469 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 7008 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 1459 members 
Mstep: Class 31 contains 4321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901310.000000 Penalty: 64432.585938
Iteration 43Q: 31 clusters Score -3.090131e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 18597 members 
Mstep: Class 3 contains 74545 members 
Mstep: Class 4 contains 14098 members 
Mstep: Class 5 contains 12828 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 36255 members 
Mstep: Class 10 contains 8189 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 81227 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 21201 members 
Mstep: Class 17 contains 108069 members 
Mstep: Class 18 contains 18658 members 
Mstep: Class 19 contains 7695 members 
Mstep: Class 20 contains 5243 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 2253 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 7101 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 2862 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 31 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901972.000000 Penalty: 64432.585938
Iteration 44Q: 31 clusters Score -3.090197e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 18525 members 
Mstep: Class 3 contains 74443 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 2244 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 35582 members 
Mstep: Class 10 contains 8184 members 
Mstep: Class 11 contains 4550 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 81224 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 16 contains 21657 members 
Mstep: Class 17 contains 107685 members 
Mstep: Class 18 contains 18786 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 5209 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 6382 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 7144 members 
Mstep: Class 27 contains 1930 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 31 contains 4620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902616.000000 Penalty: 64432.585938
Iteration 45Q: 31 clusters Score -3.090262e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 18452 members 
Mstep: Class 3 contains 74361 members 
Mstep: Class 4 contains 13952 members 
Mstep: Class 5 contains 13232 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 35054 members 
Mstep: Class 10 contains 8161 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 5174 members 
Mstep: Class 13 contains 81236 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 16 contains 22022 members 
Mstep: Class 17 contains 107326 members 
Mstep: Class 18 contains 18866 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 6325 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 1590 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 7156 members 
Mstep: Class 27 contains 1979 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 1547 members 
Mstep: Class 31 contains 4747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903062.000000 Penalty: 64432.585938
Iteration 46Q: 31 clusters Score -3.090306e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 18378 members 
Mstep: Class 3 contains 74292 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 13423 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 34581 members 
Mstep: Class 10 contains 8144 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 5321 members 
Mstep: Class 13 contains 81244 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 16 contains 22338 members 
Mstep: Class 17 contains 106996 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 8033 members 
Mstep: Class 20 contains 5160 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 6260 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1610 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 7170 members 
Mstep: Class 27 contains 2025 members 
Mstep: Class 28 contains 2949 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 31 contains 4864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903454.000000 Penalty: 64432.585938
Iteration 47Q: 31 clusters Score -3.090345e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 18298 members 
Mstep: Class 3 contains 74255 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 34193 members 
Mstep: Class 10 contains 8144 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 81242 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 3332 members 
Mstep: Class 16 contains 22575 members 
Mstep: Class 17 contains 106665 members 
Mstep: Class 18 contains 19038 members 
Mstep: Class 19 contains 8098 members 
Mstep: Class 20 contains 5152 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 7175 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 1587 members 
Mstep: Class 31 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903958.000000 Penalty: 64432.585938
Iteration 48Q: 31 clusters Score -3.090396e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 18210 members 
Mstep: Class 3 contains 74241 members 
Mstep: Class 4 contains 13778 members 
Mstep: Class 5 contains 13799 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 33874 members 
Mstep: Class 10 contains 8145 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 81247 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 3332 members 
Mstep: Class 16 contains 22765 members 
Mstep: Class 17 contains 106381 members 
Mstep: Class 18 contains 19109 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 20 contains 5141 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 6116 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 1639 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 7179 members 
Mstep: Class 27 contains 2119 members 
Mstep: Class 28 contains 2979 members 
Mstep: Class 29 contains 1600 members 
Mstep: Class 31 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904266.000000 Penalty: 64432.585938
Iteration 49Q: 31 clusters Score -3.090427e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 18137 members 
Mstep: Class 3 contains 74217 members 
Mstep: Class 4 contains 13722 members 
Mstep: Class 5 contains 13953 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 2100 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 33592 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 5705 members 
Mstep: Class 13 contains 81257 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 3332 members 
Mstep: Class 16 contains 22919 members 
Mstep: Class 17 contains 106146 members 
Mstep: Class 18 contains 19170 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 1644 members 
Mstep: Class 25 contains 2681 members 
Mstep: Class 26 contains 7170 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 2989 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 31 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904282.000000 Penalty: 64432.585938
Iteration 50Q: 31 clusters Score -3.090428e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 18074 members 
Mstep: Class 3 contains 74214 members 
Mstep: Class 4 contains 13683 members 
Mstep: Class 5 contains 14134 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 33350 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 81256 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 3333 members 
Mstep: Class 16 contains 23041 members 
Mstep: Class 17 contains 105862 members 
Mstep: Class 18 contains 19234 members 
Mstep: Class 19 contains 8239 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 6011 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 1651 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 2175 members 
Mstep: Class 28 contains 2999 members 
Mstep: Class 29 contains 1627 members 
Mstep: Class 31 contains 5202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904694.000000 Penalty: 64432.585938
Iteration 51Q: 31 clusters Score -3.090469e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 18034 members 
Mstep: Class 3 contains 74207 members 
Mstep: Class 4 contains 13652 members 
Mstep: Class 5 contains 14288 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 33126 members 
Mstep: Class 10 contains 8115 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 5908 members 
Mstep: Class 13 contains 81259 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 23147 members 
Mstep: Class 17 contains 105627 members 
Mstep: Class 18 contains 19299 members 
Mstep: Class 19 contains 8270 members 
Mstep: Class 20 contains 5126 members 
Mstep: Class 21 contains 6841 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 2766 members 
Mstep: Class 26 contains 7087 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 3007 members 
Mstep: Class 29 contains 1633 members 
Mstep: Class 31 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904778.000000 Penalty: 64432.585938
Iteration 52Q: 31 clusters Score -3.090478e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17994 members 
Mstep: Class 3 contains 74219 members 
Mstep: Class 4 contains 13622 members 
Mstep: Class 5 contains 14443 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 32909 members 
Mstep: Class 10 contains 8090 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 81260 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 23231 members 
Mstep: Class 17 contains 105377 members 
Mstep: Class 18 contains 19367 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 1668 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 7030 members 
Mstep: Class 27 contains 2220 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 1639 members 
Mstep: Class 31 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904964.000000 Penalty: 64432.585938
Iteration 53Q: 31 clusters Score -3.090496e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 17962 members 
Mstep: Class 3 contains 74237 members 
Mstep: Class 4 contains 13589 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 32698 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 81248 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 23316 members 
Mstep: Class 17 contains 105140 members 
Mstep: Class 18 contains 19435 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 5120 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 1677 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 2233 members 
Mstep: Class 28 contains 3049 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 31 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905156.000000 Penalty: 64432.585938
Iteration 54Q: 31 clusters Score -3.090516e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 74263 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 14788 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 32502 members 
Mstep: Class 10 contains 8018 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 6171 members 
Mstep: Class 13 contains 81242 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 3341 members 
Mstep: Class 16 contains 23399 members 
Mstep: Class 17 contains 104912 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 5861 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 2845 members 
Mstep: Class 26 contains 6904 members 
Mstep: Class 27 contains 2242 members 
Mstep: Class 28 contains 3083 members 
Mstep: Class 29 contains 1647 members 
Mstep: Class 31 contains 5421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905540.000000 Penalty: 64432.585938
Iteration 55Q: 31 clusters Score -3.090554e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 17907 members 
Mstep: Class 3 contains 74307 members 
Mstep: Class 4 contains 13562 members 
Mstep: Class 5 contains 14949 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 32322 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 81239 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 23474 members 
Mstep: Class 17 contains 104693 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 8370 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 6800 members 
Mstep: Class 22 contains 5831 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 2865 members 
Mstep: Class 26 contains 6802 members 
Mstep: Class 27 contains 2252 members 
Mstep: Class 28 contains 3130 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 31 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905706.000000 Penalty: 64432.585938
Iteration 56Q: 31 clusters Score -3.090571e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 17877 members 
Mstep: Class 3 contains 74350 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 5 contains 15104 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 32181 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 6294 members 
Mstep: Class 13 contains 81233 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 23526 members 
Mstep: Class 17 contains 104488 members 
Mstep: Class 18 contains 19628 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 6701 members 
Mstep: Class 27 contains 2263 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 1652 members 
Mstep: Class 31 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906076.000000 Penalty: 64432.585938
Iteration 57Q: 31 clusters Score -3.090608e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 74391 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 15246 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 32068 members 
Mstep: Class 10 contains 7854 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 6341 members 
Mstep: Class 13 contains 81230 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 23563 members 
Mstep: Class 17 contains 104295 members 
Mstep: Class 18 contains 19665 members 
Mstep: Class 19 contains 8403 members 
Mstep: Class 20 contains 5089 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 2881 members 
Mstep: Class 26 contains 6614 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 31 contains 5532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906322.000000 Penalty: 64432.585938
Iteration 58Q: 31 clusters Score -3.090632e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 74434 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 15368 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 31944 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 6364 members 
Mstep: Class 13 contains 81222 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 23598 members 
Mstep: Class 17 contains 104136 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 5780 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 2885 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 2279 members 
Mstep: Class 28 contains 3352 members 
Mstep: Class 29 contains 1664 members 
Mstep: Class 31 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906518.000000 Penalty: 64432.585938
Iteration 59Q: 31 clusters Score -3.090652e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 17813 members 
Mstep: Class 3 contains 74485 members 
Mstep: Class 4 contains 13484 members 
Mstep: Class 5 contains 15491 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 31832 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 81211 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 3342 members 
Mstep: Class 16 contains 23618 members 
Mstep: Class 17 contains 103986 members 
Mstep: Class 18 contains 19761 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 5767 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 2887 members 
Mstep: Class 26 contains 6478 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 3435 members 
Mstep: Class 29 contains 1670 members 
Mstep: Class 31 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906718.000000 Penalty: 64432.585938
Iteration 60F: 31 clusters Score -3.090672e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 17796 members 
Mstep: Class 3 contains 74485 members 
Mstep: Class 4 contains 13460 members 
Mstep: Class 5 contains 15616 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 31727 members 
Mstep: Class 10 contains 7642 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 81203 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 3344 members 
Mstep: Class 16 contains 23649 members 
Mstep: Class 17 contains 103832 members 
Mstep: Class 18 contains 19789 members 
Mstep: Class 19 contains 8431 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 3499 members 
Mstep: Class 29 contains 1673 members 
Mstep: Class 31 contains 5616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906918.000000 Penalty: 64432.585938
Iteration 61Q: 31 clusters Score -3.090692e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 17783 members 
Mstep: Class 3 contains 74511 members 
Mstep: Class 4 contains 13445 members 
Mstep: Class 5 contains 15746 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 2358 members 
Mstep: Class 9 contains 31605 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 6423 members 
Mstep: Class 13 contains 81207 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 16 contains 23680 members 
Mstep: Class 17 contains 103679 members 
Mstep: Class 18 contains 19809 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 5065 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 5746 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 2955 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 3535 members 
Mstep: Class 29 contains 1673 members 
Mstep: Class 31 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906992.000000 Penalty: 64432.585938
Iteration 62Q: 31 clusters Score -3.090699e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 17769 members 
Mstep: Class 3 contains 74518 members 
Mstep: Class 4 contains 13430 members 
Mstep: Class 5 contains 15881 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 31512 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 81208 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 3349 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 103515 members 
Mstep: Class 18 contains 19847 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 5059 members 
Mstep: Class 21 contains 6773 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 2974 members 
Mstep: Class 26 contains 6339 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 3547 members 
Mstep: Class 29 contains 1673 members 
Mstep: Class 31 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906964.000000 Penalty: 64432.585938
Iteration 63Q: 31 clusters Score -3.090696e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 17747 members 
Mstep: Class 3 contains 74529 members 
Mstep: Class 4 contains 13419 members 
Mstep: Class 5 contains 16024 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 31426 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 81208 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23745 members 
Mstep: Class 17 contains 103361 members 
Mstep: Class 18 contains 19872 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 5056 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5719 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 2993 members 
Mstep: Class 26 contains 6301 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 31 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906896.000000 Penalty: 64432.585938
Iteration 64Q: 31 clusters Score -3.09069e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 17729 members 
Mstep: Class 3 contains 74551 members 
Mstep: Class 4 contains 13406 members 
Mstep: Class 5 contains 16168 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 31343 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 81209 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23774 members 
Mstep: Class 17 contains 103195 members 
Mstep: Class 18 contains 19893 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 5709 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 3006 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 3562 members 
Mstep: Class 29 contains 1676 members 
Mstep: Class 31 contains 5713 members 
Entering Unmasked Estep 
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Score: -30906930.000000 Penalty: 64432.585938
Iteration 65Q: 31 clusters Score -3.090693e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17715 members 
Mstep: Class 3 contains 74559 members 
Mstep: Class 4 contains 13392 members 
Mstep: Class 5 contains 16310 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 2372 members 
Mstep: Class 9 contains 31263 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 81205 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23802 members 
Mstep: Class 17 contains 103038 members 
Mstep: Class 18 contains 19917 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 5703 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 3564 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 31 contains 5728 members 
Entering Unmasked Estep 
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Score: -30907040.000000 Penalty: 64432.585938
Iteration 66Q: 31 clusters Score -3.090704e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 74561 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 16445 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 31212 members 
Mstep: Class 10 contains 7604 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 81197 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23823 members 
Mstep: Class 17 contains 102890 members 
Mstep: Class 18 contains 19950 members 
Mstep: Class 19 contains 8456 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 6773 members 
Mstep: Class 22 contains 5694 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1739 members 
Mstep: Class 25 contains 3028 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 3565 members 
Mstep: Class 29 contains 1680 members 
Mstep: Class 31 contains 5738 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -3.090705e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 17706 members 
Mstep: Class 3 contains 74566 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 16598 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 31169 members 
Mstep: Class 10 contains 7604 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 81193 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23837 members 
Mstep: Class 17 contains 102726 members 
Mstep: Class 18 contains 19964 members 
Mstep: Class 19 contains 8459 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 5692 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1739 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 6182 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 3568 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 31 contains 5744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907104.000000 Penalty: 64432.585938
Iteration 68Q: 31 clusters Score -3.09071e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 17698 members 
Mstep: Class 3 contains 74588 members 
Mstep: Class 4 contains 13364 members 
Mstep: Class 5 contains 16750 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 31121 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 81187 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 102564 members 
Mstep: Class 18 contains 19979 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 5685 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 6162 members 
Mstep: Class 27 contains 2343 members 
Mstep: Class 28 contains 3568 members 
Mstep: Class 29 contains 1683 members 
Mstep: Class 31 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907148.000000 Penalty: 64432.585938
Iteration 69Q: 31 clusters Score -3.090715e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 17695 members 
Mstep: Class 3 contains 74603 members 
Mstep: Class 4 contains 13364 members 
Mstep: Class 5 contains 16923 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 31080 members 
Mstep: Class 10 contains 7611 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 81184 members 
Mstep: Class 14 contains 4926 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23865 members 
Mstep: Class 17 contains 102373 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 8467 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 5684 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 3568 members 
Mstep: Class 29 contains 1684 members 
Mstep: Class 31 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907174.000000 Penalty: 64432.585938
Iteration 70Q: 31 clusters Score -3.090717e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 17694 members 
Mstep: Class 3 contains 74627 members 
Mstep: Class 4 contains 13361 members 
Mstep: Class 5 contains 17095 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 31031 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 6544 members 
Mstep: Class 13 contains 81176 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23879 members 
Mstep: Class 17 contains 102176 members 
Mstep: Class 18 contains 20001 members 
Mstep: Class 19 contains 8469 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 5684 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3059 members 
Mstep: Class 26 contains 6138 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 31 contains 5760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907148.000000 Penalty: 64432.585938
Iteration 71Q: 31 clusters Score -3.090715e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 17691 members 
Mstep: Class 3 contains 74637 members 
Mstep: Class 4 contains 13357 members 
Mstep: Class 5 contains 17280 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 30998 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 81172 members 
Mstep: Class 14 contains 4952 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23887 members 
Mstep: Class 17 contains 101977 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 8471 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 5679 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 6123 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 31 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907242.000000 Penalty: 64432.585938
Iteration 72Q: 31 clusters Score -3.090724e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 17695 members 
Mstep: Class 3 contains 74644 members 
Mstep: Class 4 contains 13352 members 
Mstep: Class 5 contains 17453 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 30965 members 
Mstep: Class 10 contains 7615 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 6567 members 
Mstep: Class 13 contains 81171 members 
Mstep: Class 14 contains 4954 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23888 members 
Mstep: Class 17 contains 101797 members 
Mstep: Class 18 contains 20033 members 
Mstep: Class 19 contains 8473 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 5676 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 3069 members 
Mstep: Class 26 contains 6113 members 
Mstep: Class 27 contains 2359 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 31 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907324.000000 Penalty: 64432.585938
Iteration 73Q: 31 clusters Score -3.090732e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 17695 members 
Mstep: Class 3 contains 74653 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 17635 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 30947 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 81166 members 
Mstep: Class 14 contains 4952 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23893 members 
Mstep: Class 17 contains 101601 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5678 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 3074 members 
Mstep: Class 26 contains 6096 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 31 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907348.000000 Penalty: 64432.585938
Iteration 74Q: 31 clusters Score -3.090735e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 17699 members 
Mstep: Class 3 contains 74661 members 
Mstep: Class 4 contains 13338 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 30917 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23904 members 
Mstep: Class 17 contains 101391 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 5032 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 5679 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 3078 members 
Mstep: Class 26 contains 6080 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 31 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907280.000000 Penalty: 64432.585938
Iteration 75Q: 31 clusters Score -3.090728e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 17700 members 
Mstep: Class 3 contains 74659 members 
Mstep: Class 4 contains 13332 members 
Mstep: Class 5 contains 18029 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 9 contains 30882 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 81161 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23919 members 
Mstep: Class 17 contains 101161 members 
Mstep: Class 18 contains 20100 members 
Mstep: Class 19 contains 8475 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 5678 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 3081 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 2371 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 31 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907284.000000 Penalty: 64432.585938
Iteration 76Q: 31 clusters Score -3.090728e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 17700 members 
Mstep: Class 3 contains 74672 members 
Mstep: Class 4 contains 13326 members 
Mstep: Class 5 contains 18242 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3237 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 9 contains 30844 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 81161 members 
Mstep: Class 14 contains 4938 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23930 members 
Mstep: Class 17 contains 100939 members 
Mstep: Class 18 contains 20113 members 
Mstep: Class 19 contains 8476 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 5678 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3083 members 
Mstep: Class 26 contains 6073 members 
Mstep: Class 27 contains 2373 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 31 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907322.000000 Penalty: 64432.585938
Iteration 77Q: 31 clusters Score -3.090732e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 17698 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13323 members 
Mstep: Class 5 contains 18453 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 9 contains 30809 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 4933 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23938 members 
Mstep: Class 17 contains 100707 members 
Mstep: Class 18 contains 20136 members 
Mstep: Class 19 contains 8478 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 5677 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3084 members 
Mstep: Class 26 contains 6071 members 
Mstep: Class 27 contains 2375 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 31 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907316.000000 Penalty: 64432.585938
Iteration 78Q: 31 clusters Score -3.090732e+07 nChanged 355
Entering ConstructFrom: 
Score: -30907316.000000 Penalty: 64432.585938
Entering ConstructFrom: 
Trying to split cluster 1 (81323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Entering Unmasked Estep 
Score: -4819372.000000 Penalty: 1837.254883
	Iteration 0F: 2 clusters Score -4819372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -4764926.500000 Penalty: 3674.509766
	Iteration 0F: 3 clusters Score -4764926 nChanged 38816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4787837.500000 Penalty: 3674.509766
	Iteration 1F: 3 clusters Score -4787838 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4788709.000000 Penalty: 3674.509766
	Iteration 2Q: 3 clusters Score -4788709 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4789952.000000 Penalty: 3674.509766
	Iteration 3Q: 3 clusters Score -4789952 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -4791524.000000 Penalty: 3674.509766
	Iteration 4Q: 3 clusters Score -4791524 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4793379.500000 Penalty: 3674.509766
	Iteration 5F: 3 clusters Score -4793380 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -4795406.500000 Penalty: 3674.509766
	Iteration 6F: 3 clusters Score -4795406 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4797281.000000 Penalty: 3674.509766
	Iteration 7F: 3 clusters Score -4797281 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4798797.000000 Penalty: 3674.509766
	Iteration 8Q: 3 clusters Score -4798797 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4799967.500000 Penalty: 3674.509766
	Iteration 9Q: 3 clusters Score -4799968 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4800690.000000 Penalty: 3674.509766
	Iteration 10Q: 3 clusters Score -4800690 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4801108.000000 Penalty: 3674.509766
	Iteration 11Q: 3 clusters Score -4801108 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4801382.000000 Penalty: 3674.509766
	Iteration 12Q: 3 clusters Score -4801382 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4801481.500000 Penalty: 3674.509766
	Iteration 13Q: 3 clusters Score -4801482 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4801534.500000 Penalty: 3674.509766
	Iteration 14Q: 3 clusters Score -4801534 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4801614.500000 Penalty: 3674.509766
	Iteration 15Q: 3 clusters Score -4801614 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4801657.000000 Penalty: 3674.509766
	Iteration 16Q: 3 clusters Score -4801657 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4801689.500000 Penalty: 3674.509766
	Iteration 17Q: 3 clusters Score -4801690 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4801707.500000 Penalty: 3674.509766
	Iteration 18Q: 3 clusters Score -4801708 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4801747.500000 Penalty: 3674.509766
	Iteration 19Q: 3 clusters Score -4801748 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4801768.500000 Penalty: 3674.509766
	Iteration 20F: 3 clusters Score -4801768 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4801764.500000 Penalty: 3674.509766
	Iteration 21Q: 3 clusters Score -4801764 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4801794.500000 Penalty: 3674.509766
	Iteration 22Q: 3 clusters Score -4801794 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -4801832.000000 Penalty: 3674.509766
	Iteration 23Q: 3 clusters Score -4801832 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4801867.000000 Penalty: 3674.509766
	Iteration 24Q: 3 clusters Score -4801867 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4801909.500000 Penalty: 3674.509766
	Iteration 25Q: 3 clusters Score -4801910 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4801962.000000 Penalty: 3674.509766
	Iteration 26Q: 3 clusters Score -4801962 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4802057.000000 Penalty: 3674.509766
	Iteration 27Q: 3 clusters Score -4802057 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4802204.500000 Penalty: 3674.509766
	Iteration 28Q: 3 clusters Score -4802204 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4802420.500000 Penalty: 3674.509766
	Iteration 29Q: 3 clusters Score -4802420 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4802741.000000 Penalty: 3674.509766
	Iteration 30Q: 3 clusters Score -4802741 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4803130.000000 Penalty: 3674.509766
	Iteration 31Q: 3 clusters Score -4803130 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4803764.500000 Penalty: 3674.509766
	Iteration 32Q: 3 clusters Score -4803764 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4804711.000000 Penalty: 3674.509766
	Iteration 33Q: 3 clusters Score -4804711 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4806166.000000 Penalty: 3674.509766
	Iteration 34Q: 3 clusters Score -4806166 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4808131.500000 Penalty: 3674.509766
	Iteration 35Q: 3 clusters Score -4808132 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4810573.500000 Penalty: 3674.509766
	Iteration 36Q: 3 clusters Score -4810574 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4813142.000000 Penalty: 3674.509766
	Iteration 37Q: 3 clusters Score -4813142 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4815220.500000 Penalty: 3674.509766
	Iteration 38Q: 3 clusters Score -4815220 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4816489.000000 Penalty: 3674.509766
	Iteration 39Q: 3 clusters Score -4816489 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4817108.500000 Penalty: 3674.509766
	Iteration 40F: 3 clusters Score -4817108 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4817401.500000 Penalty: 3674.509766
	Iteration 41Q: 3 clusters Score -4817402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4817556.500000 Penalty: 3674.509766
	Iteration 42Q: 3 clusters Score -4817556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4817607.500000 Penalty: 3674.509766
	Iteration 43Q: 3 clusters Score -4817608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4817660.500000 Penalty: 3674.509766
	Iteration 44Q: 3 clusters Score -4817660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4817689.000000 Penalty: 3674.509766
	Iteration 45Q: 3 clusters Score -4817689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4817706.500000 Penalty: 3674.509766
	Iteration 46Q: 3 clusters Score -4817706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4817723.000000 Penalty: 3674.509766
	Iteration 47Q: 3 clusters Score -4817723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4817733.500000 Penalty: 3674.509766
	Iteration 48Q: 3 clusters Score -4817734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4817741.000000 Penalty: 3674.509766
	Iteration 49Q: 3 clusters Score -4817741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4817745.000000 Penalty: 3674.509766
	Iteration 50Q: 3 clusters Score -4817745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4817751.000000 Penalty: 3674.509766
	Iteration 51Q: 3 clusters Score -4817751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4817756.500000 Penalty: 3674.509766
	Iteration 52Q: 3 clusters Score -4817756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4817764.000000 Penalty: 3674.509766
	Iteration 53Q: 3 clusters Score -4817764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4817765.500000 Penalty: 3674.509766
	Iteration 54Q: 3 clusters Score -4817766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4817764.500000 Penalty: 3674.509766
	Iteration 55Q: 3 clusters Score -4817764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4817768.500000 Penalty: 3674.509766
	Iteration 56Q: 3 clusters Score -4817768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4817768.500000 Penalty: 3674.509766
	Iteration 57F: 3 clusters Score -4817768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Entering Unmasked Estep 
Score: -1064273.000000 Penalty: 1589.437012
	Iteration 0F: 2 clusters Score -1064273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1052125.750000 Penalty: 3178.874023
	Iteration 0F: 3 clusters Score -1052126 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1056650.875000 Penalty: 3178.874023
	Iteration 1F: 3 clusters Score -1056651 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1057182.250000 Penalty: 3178.874023
	Iteration 2F: 3 clusters Score -1057182 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1057681.875000 Penalty: 3178.874023
	Iteration 3F: 3 clusters Score -1057682 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1058265.125000 Penalty: 3178.874023
	Iteration 4F: 3 clusters Score -1058265 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1058912.125000 Penalty: 3178.874023
	Iteration 5F: 3 clusters Score -1058912 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1059581.875000 Penalty: 3178.874023
	Iteration 6F: 3 clusters Score -1059582 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1060211.375000 Penalty: 3178.874023
	Iteration 7Q: 3 clusters Score -1060211 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1060740.750000 Penalty: 3178.874023
	Iteration 8Q: 3 clusters Score -1060741 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1061152.500000 Penalty: 3178.874023
	Iteration 9Q: 3 clusters Score -1061152 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1061465.750000 Penalty: 3178.874023
	Iteration 10Q: 3 clusters Score -1061466 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1061707.125000 Penalty: 3178.874023
	Iteration 11Q: 3 clusters Score -1061707 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1061890.750000 Penalty: 3178.874023
	Iteration 12Q: 3 clusters Score -1061891 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1062044.000000 Penalty: 3178.874023
	Iteration 13Q: 3 clusters Score -1062044 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1062168.375000 Penalty: 3178.874023
	Iteration 14Q: 3 clusters Score -1062168 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1062272.875000 Penalty: 3178.874023
	Iteration 15Q: 3 clusters Score -1062273 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1062340.250000 Penalty: 3178.874023
	Iteration 16Q: 3 clusters Score -1062340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1062384.875000 Penalty: 3178.874023
	Iteration 17Q: 3 clusters Score -1062385 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1062415.500000 Penalty: 3178.874023
	Iteration 18Q: 3 clusters Score -1062416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1062434.000000 Penalty: 3178.874023
	Iteration 19Q: 3 clusters Score -1062434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1062459.000000 Penalty: 3178.874023
	Iteration 20F: 3 clusters Score -1062459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1062479.125000 Penalty: 3178.874023
	Iteration 21Q: 3 clusters Score -1062479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1062489.250000 Penalty: 3178.874023
	Iteration 22Q: 3 clusters Score -1062489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1062501.125000 Penalty: 3178.874023
	Iteration 23Q: 3 clusters Score -1062501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1062513.750000 Penalty: 3178.874023
	Iteration 24Q: 3 clusters Score -1062514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1062515.750000 Penalty: 3178.874023
	Iteration 25Q: 3 clusters Score -1062516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1062529.750000 Penalty: 3178.874023
	Iteration 26Q: 3 clusters Score -1062530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1062542.375000 Penalty: 3178.874023
	Iteration 27Q: 3 clusters Score -1062542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1062557.125000 Penalty: 3178.874023
	Iteration 28Q: 3 clusters Score -1062557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1062566.375000 Penalty: 3178.874023
	Iteration 29Q: 3 clusters Score -1062566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1062573.000000 Penalty: 3178.874023
	Iteration 30Q: 3 clusters Score -1062573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1062578.875000 Penalty: 3178.874023
	Iteration 31Q: 3 clusters Score -1062579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1062585.750000 Penalty: 3178.874023
	Iteration 32Q: 3 clusters Score -1062586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1062595.375000 Penalty: 3178.874023
	Iteration 33Q: 3 clusters Score -1062595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1062596.000000 Penalty: 3178.874023
	Iteration 34Q: 3 clusters Score -1062596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1062598.375000 Penalty: 3178.874023
	Iteration 35Q: 3 clusters Score -1062598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1062602.125000 Penalty: 3178.874023
	Iteration 36Q: 3 clusters Score -1062602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1062606.000000 Penalty: 3178.874023
	Iteration 37Q: 3 clusters Score -1062606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1062606.125000 Penalty: 3178.874023
	Iteration 38Q: 3 clusters Score -1062606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1062606.500000 Penalty: 3178.874023
	Iteration 39Q: 3 clusters Score -1062606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1062608.000000 Penalty: 3178.874023
	Iteration 40F: 3 clusters Score -1062608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1062609.750000 Penalty: 3178.874023
	Iteration 41Q: 3 clusters Score -1062610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1062609.000000 Penalty: 3178.874023
	Iteration 42Q: 3 clusters Score -1062609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1062608.875000 Penalty: 3178.874023
	Iteration 43Q: 3 clusters Score -1062609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1062610.375000 Penalty: 3178.874023
	Iteration 44Q: 3 clusters Score -1062610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1062610.750000 Penalty: 3178.874023
	Iteration 45Q: 3 clusters Score -1062611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1062613.750000 Penalty: 3178.874023
	Iteration 46Q: 3 clusters Score -1062614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1062614.750000 Penalty: 3178.874023
	Iteration 47Q: 3 clusters Score -1062615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1062616.000000 Penalty: 3178.874023
	Iteration 48Q: 3 clusters Score -1062616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1062615.500000 Penalty: 3178.874023
	Iteration 49Q: 3 clusters Score -1062616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1062618.500000 Penalty: 3178.874023
	Iteration 50Q: 3 clusters Score -1062618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1062616.750000 Penalty: 3178.874023
	Iteration 51Q: 3 clusters Score -1062617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1062618.500000 Penalty: 3178.874023
	Iteration 52Q: 3 clusters Score -1062618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1062619.250000 Penalty: 3178.874023
	Iteration 53Q: 3 clusters Score -1062619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1062619.750000 Penalty: 3178.874023
	Iteration 54Q: 3 clusters Score -1062620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1062619.375000 Penalty: 3178.874023
	Iteration 55Q: 3 clusters Score -1062619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1062620.750000 Penalty: 3178.874023
	Iteration 56Q: 3 clusters Score -1062621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1062620.375000 Penalty: 3178.874023
	Iteration 57Q: 3 clusters Score -1062620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1062619.750000 Penalty: 3178.874023
	Iteration 58Q: 3 clusters Score -1062620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1062620.250000 Penalty: 3178.874023
	Iteration 59Q: 3 clusters Score -1062620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1062619.500000 Penalty: 3178.874023
	Iteration 60F: 3 clusters Score -1062620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1062620.250000 Penalty: 3178.874023
	Iteration 61Q: 3 clusters Score -1062620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1062620.750000 Penalty: 3178.874023
	Iteration 62Q: 3 clusters Score -1062621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1062620.750000 Penalty: 3178.874023
	Iteration 63F: 3 clusters Score -1062621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Entering Unmasked Estep 
Score: -4514711.500000 Penalty: 1823.409302
	Iteration 0F: 2 clusters Score -4514712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4464794.000000 Penalty: 3646.818604
	Iteration 0F: 3 clusters Score -4464794 nChanged 35415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4485199.500000 Penalty: 3646.818604
	Iteration 1F: 3 clusters Score -4485200 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4486136.000000 Penalty: 3646.818604
	Iteration 2Q: 3 clusters Score -4486136 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4487417.000000 Penalty: 3646.818604
	Iteration 3Q: 3 clusters Score -4487417 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4489348.000000 Penalty: 3646.818604
	Iteration 4F: 3 clusters Score -4489348 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -4492292.500000 Penalty: 3646.818604
	Iteration 5F: 3 clusters Score -4492292 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -4496274.500000 Penalty: 3646.818604
	Iteration 6F: 3 clusters Score -4496274 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -4500781.000000 Penalty: 3646.818604
	Iteration 7F: 3 clusters Score -4500781 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -4504989.000000 Penalty: 3646.818604
	Iteration 8F: 3 clusters Score -4504989 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -4508240.000000 Penalty: 3646.818604
	Iteration 9Q: 3 clusters Score -4508240 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -4510405.500000 Penalty: 3646.818604
	Iteration 10Q: 3 clusters Score -4510406 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -4511635.500000 Penalty: 3646.818604
	Iteration 11Q: 3 clusters Score -4511636 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -4512468.000000 Penalty: 3646.818604
	Iteration 12Q: 3 clusters Score -4512468 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -4513176.500000 Penalty: 3646.818604
	Iteration 13Q: 3 clusters Score -4513176 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -4513688.000000 Penalty: 3646.818604
	Iteration 14Q: 3 clusters Score -4513688 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -4514029.000000 Penalty: 3646.818604
	Iteration 15Q: 3 clusters Score -4514029 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -4514217.000000 Penalty: 3646.818604
	Iteration 16Q: 3 clusters Score -4514217 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -4514297.000000 Penalty: 3646.818604
	Iteration 17Q: 3 clusters Score -4514297 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -4514329.000000 Penalty: 3646.818604
	Iteration 18Q: 3 clusters Score -4514329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -4514354.000000 Penalty: 3646.818604
	Iteration 19Q: 3 clusters Score -4514354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -4514356.000000 Penalty: 3646.818604
	Iteration 20F: 3 clusters Score -4514356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -4514365.000000 Penalty: 3646.818604
	Iteration 21Q: 3 clusters Score -4514365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -4514371.500000 Penalty: 3646.818604
	Iteration 22Q: 3 clusters Score -4514372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -4514378.500000 Penalty: 3646.818604
	Iteration 23Q: 3 clusters Score -4514378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -4514387.000000 Penalty: 3646.818604
	Iteration 24Q: 3 clusters Score -4514387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -4514390.500000 Penalty: 3646.818604
	Iteration 25Q: 3 clusters Score -4514390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -4514402.000000 Penalty: 3646.818604
	Iteration 26Q: 3 clusters Score -4514402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -4514407.000000 Penalty: 3646.818604
	Iteration 27Q: 3 clusters Score -4514407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -4514408.000000 Penalty: 3646.818604
	Iteration 28Q: 3 clusters Score -4514408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -4514414.000000 Penalty: 3646.818604
	Iteration 29Q: 3 clusters Score -4514414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -4514408.500000 Penalty: 3646.818604
	Iteration 30Q: 3 clusters Score -4514408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -4514401.500000 Penalty: 3646.818604
	Iteration 31Q: 3 clusters Score -4514402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -4514395.500000 Penalty: 3646.818604
	Iteration 32Q: 3 clusters Score -4514396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -4514387.000000 Penalty: 3646.818604
	Iteration 33Q: 3 clusters Score -4514387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -4514385.000000 Penalty: 3646.818604
	Iteration 34Q: 3 clusters Score -4514385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -4514389.500000 Penalty: 3646.818604
	Iteration 35Q: 3 clusters Score -4514390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -4514386.500000 Penalty: 3646.818604
	Iteration 36Q: 3 clusters Score -4514386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -4514393.500000 Penalty: 3646.818604
	Iteration 37Q: 3 clusters Score -4514394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -4514388.000000 Penalty: 3646.818604
	Iteration 38Q: 3 clusters Score -4514388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -4514396.500000 Penalty: 3646.818604
	Iteration 39Q: 3 clusters Score -4514396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -4514403.000000 Penalty: 3646.818604
	Iteration 40F: 3 clusters Score -4514403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -4514402.000000 Penalty: 3646.818604
	Iteration 41Q: 3 clusters Score -4514402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -4514400.000000 Penalty: 3646.818604
	Iteration 42Q: 3 clusters Score -4514400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -4514399.500000 Penalty: 3646.818604
	Iteration 43Q: 3 clusters Score -4514400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -4514403.000000 Penalty: 3646.818604
	Iteration 44Q: 3 clusters Score -4514403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -4514400.500000 Penalty: 3646.818604
	Iteration 45Q: 3 clusters Score -4514400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -4514402.000000 Penalty: 3646.818604
	Iteration 46Q: 3 clusters Score -4514402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -4514402.000000 Penalty: 3646.818604
	Iteration 47F: 3 clusters Score -4514402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -683784.812500 Penalty: 1543.290527
	Iteration 0F: 2 clusters Score -683784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -674517.187500 Penalty: 3086.581055
	Iteration 0F: 3 clusters Score -674517.2 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -677879.812500 Penalty: 3086.581055
	Iteration 1F: 3 clusters Score -677879.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -678457.875000 Penalty: 3086.581055
	Iteration 2F: 3 clusters Score -678457.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -679144.312500 Penalty: 3086.581055
	Iteration 3F: 3 clusters Score -679144.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -679909.500000 Penalty: 3086.581055
	Iteration 4F: 3 clusters Score -679909.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -680598.812500 Penalty: 3086.581055
	Iteration 5F: 3 clusters Score -680598.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -681079.937500 Penalty: 3086.581055
	Iteration 6F: 3 clusters Score -681079.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -681432.125000 Penalty: 3086.581055
	Iteration 7Q: 3 clusters Score -681432.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -681719.062500 Penalty: 3086.581055
	Iteration 8Q: 3 clusters Score -681719.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -681921.500000 Penalty: 3086.581055
	Iteration 9Q: 3 clusters Score -681921.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -682125.187500 Penalty: 3086.581055
	Iteration 10Q: 3 clusters Score -682125.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -682344.187500 Penalty: 3086.581055
	Iteration 11Q: 3 clusters Score -682344.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -682528.000000 Penalty: 3086.581055
	Iteration 12Q: 3 clusters Score -682528 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -682671.437500 Penalty: 3086.581055
	Iteration 13Q: 3 clusters Score -682671.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -682773.250000 Penalty: 3086.581055
	Iteration 14Q: 3 clusters Score -682773.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -682843.375000 Penalty: 3086.581055
	Iteration 15Q: 3 clusters Score -682843.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -682903.500000 Penalty: 3086.581055
	Iteration 16Q: 3 clusters Score -682903.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -682964.312500 Penalty: 3086.581055
	Iteration 17Q: 3 clusters Score -682964.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -683030.875000 Penalty: 3086.581055
	Iteration 18Q: 3 clusters Score -683030.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -683110.000000 Penalty: 3086.581055
	Iteration 19Q: 3 clusters Score -683110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -683188.437500 Penalty: 3086.581055
	Iteration 20F: 3 clusters Score -683188.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -683257.000000 Penalty: 3086.581055
	Iteration 21Q: 3 clusters Score -683257 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -683311.750000 Penalty: 3086.581055
	Iteration 22Q: 3 clusters Score -683311.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -683373.687500 Penalty: 3086.581055
	Iteration 23Q: 3 clusters Score -683373.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -683417.000000 Penalty: 3086.581055
	Iteration 24Q: 3 clusters Score -683417 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -683453.375000 Penalty: 3086.581055
	Iteration 25Q: 3 clusters Score -683453.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -683492.812500 Penalty: 3086.581055
	Iteration 26Q: 3 clusters Score -683492.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -683522.750000 Penalty: 3086.581055
	Iteration 27Q: 3 clusters Score -683522.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -683541.687500 Penalty: 3086.581055
	Iteration 28Q: 3 clusters Score -683541.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -683554.812500 Penalty: 3086.581055
	Iteration 29Q: 3 clusters Score -683554.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -683567.000000 Penalty: 3086.581055
	Iteration 30Q: 3 clusters Score -683567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -683578.437500 Penalty: 3086.581055
	Iteration 31Q: 3 clusters Score -683578.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -683583.812500 Penalty: 3086.581055
	Iteration 32Q: 3 clusters Score -683583.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -683591.937500 Penalty: 3086.581055
	Iteration 33Q: 3 clusters Score -683591.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -683596.000000 Penalty: 3086.581055
	Iteration 34Q: 3 clusters Score -683596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -683596.437500 Penalty: 3086.581055
	Iteration 35Q: 3 clusters Score -683596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -683600.500000 Penalty: 3086.581055
	Iteration 36Q: 3 clusters Score -683600.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -683602.062500 Penalty: 3086.581055
	Iteration 37Q: 3 clusters Score -683602.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -683603.687500 Penalty: 3086.581055
	Iteration 38Q: 3 clusters Score -683603.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -683606.125000 Penalty: 3086.581055
	Iteration 39Q: 3 clusters Score -683606.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -683611.500000 Penalty: 3086.581055
	Iteration 40F: 3 clusters Score -683611.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -683611.937500 Penalty: 3086.581055
	Iteration 41Q: 3 clusters Score -683611.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -683612.812500 Penalty: 3086.581055
	Iteration 42Q: 3 clusters Score -683612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -683616.500000 Penalty: 3086.581055
	Iteration 43Q: 3 clusters Score -683616.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -683617.375000 Penalty: 3086.581055
	Iteration 44Q: 3 clusters Score -683617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -683618.750000 Penalty: 3086.581055
	Iteration 45Q: 3 clusters Score -683618.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -683623.562500 Penalty: 3086.581055
	Iteration 46Q: 3 clusters Score -683623.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -683626.312500 Penalty: 3086.581055
	Iteration 47Q: 3 clusters Score -683626.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -683629.562500 Penalty: 3086.581055
	Iteration 48Q: 3 clusters Score -683629.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -683630.375000 Penalty: 3086.581055
	Iteration 49Q: 3 clusters Score -683630.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -683629.687500 Penalty: 3086.581055
	Iteration 50Q: 3 clusters Score -683629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -683628.437500 Penalty: 3086.581055
	Iteration 51Q: 3 clusters Score -683628.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -683630.312500 Penalty: 3086.581055
	Iteration 52Q: 3 clusters Score -683630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -683630.125000 Penalty: 3086.581055
	Iteration 53Q: 3 clusters Score -683630.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -683633.562500 Penalty: 3086.581055
	Iteration 54Q: 3 clusters Score -683633.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -683633.750000 Penalty: 3086.581055
	Iteration 55Q: 3 clusters Score -683633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -683639.875000 Penalty: 3086.581055
	Iteration 56Q: 3 clusters Score -683639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -683639.750000 Penalty: 3086.581055
	Iteration 57Q: 3 clusters Score -683639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -683637.312500 Penalty: 3086.581055
	Iteration 58Q: 3 clusters Score -683637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -683640.437500 Penalty: 3086.581055
	Iteration 59Q: 3 clusters Score -683640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -683641.000000 Penalty: 3086.581055
	Iteration 60F: 3 clusters Score -683641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -683642.375000 Penalty: 3086.581055
	Iteration 61Q: 3 clusters Score -683642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -683642.000000 Penalty: 3086.581055
	Iteration 62Q: 3 clusters Score -683642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -683641.500000 Penalty: 3086.581055
	Iteration 63Q: 3 clusters Score -683641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -683641.187500 Penalty: 3086.581055
	Iteration 64Q: 3 clusters Score -683641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -683642.562500 Penalty: 3086.581055
	Iteration 65Q: 3 clusters Score -683642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -683641.500000 Penalty: 3086.581055
	Iteration 66Q: 3 clusters Score -683641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -683641.500000 Penalty: 3086.581055
	Iteration 67F: 3 clusters Score -683641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Entering Unmasked Estep 
Score: -1147106.000000 Penalty: 1598.177856
	Iteration 0F: 2 clusters Score -1147106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1134324.625000 Penalty: 3196.355713
	Iteration 0F: 3 clusters Score -1134325 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1138972.750000 Penalty: 3196.355713
	Iteration 1F: 3 clusters Score -1138973 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1139379.125000 Penalty: 3196.355713
	Iteration 2F: 3 clusters Score -1139379 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1139858.000000 Penalty: 3196.355713
	Iteration 3F: 3 clusters Score -1139858 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1140547.250000 Penalty: 3196.355713
	Iteration 4F: 3 clusters Score -1140547 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1141557.750000 Penalty: 3196.355713
	Iteration 5F: 3 clusters Score -1141558 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1142731.125000 Penalty: 3196.355713
	Iteration 6F: 3 clusters Score -1142731 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1143758.000000 Penalty: 3196.355713
	Iteration 7F: 3 clusters Score -1143758 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1144412.000000 Penalty: 3196.355713
	Iteration 8F: 3 clusters Score -1144412 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1144746.750000 Penalty: 3196.355713
	Iteration 9Q: 3 clusters Score -1144747 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1144912.625000 Penalty: 3196.355713
	Iteration 10Q: 3 clusters Score -1144913 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1145002.000000 Penalty: 3196.355713
	Iteration 11Q: 3 clusters Score -1145002 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1145055.250000 Penalty: 3196.355713
	Iteration 12Q: 3 clusters Score -1145055 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1145094.625000 Penalty: 3196.355713
	Iteration 13Q: 3 clusters Score -1145095 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1145115.375000 Penalty: 3196.355713
	Iteration 14Q: 3 clusters Score -1145115 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1145132.875000 Penalty: 3196.355713
	Iteration 15Q: 3 clusters Score -1145133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1145145.250000 Penalty: 3196.355713
	Iteration 16Q: 3 clusters Score -1145145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1145152.750000 Penalty: 3196.355713
	Iteration 17Q: 3 clusters Score -1145153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1145160.750000 Penalty: 3196.355713
	Iteration 18Q: 3 clusters Score -1145161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1145163.375000 Penalty: 3196.355713
	Iteration 19Q: 3 clusters Score -1145163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1145171.375000 Penalty: 3196.355713
	Iteration 20F: 3 clusters Score -1145171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1145180.750000 Penalty: 3196.355713
	Iteration 21Q: 3 clusters Score -1145181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1145186.875000 Penalty: 3196.355713
	Iteration 22Q: 3 clusters Score -1145187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1145191.625000 Penalty: 3196.355713
	Iteration 23Q: 3 clusters Score -1145192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1145197.750000 Penalty: 3196.355713
	Iteration 24Q: 3 clusters Score -1145198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1145201.500000 Penalty: 3196.355713
	Iteration 25Q: 3 clusters Score -1145202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1145200.250000 Penalty: 3196.355713
	Iteration 26Q: 3 clusters Score -1145200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1145201.875000 Penalty: 3196.355713
	Iteration 27Q: 3 clusters Score -1145202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1145203.875000 Penalty: 3196.355713
	Iteration 28Q: 3 clusters Score -1145204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1145206.500000 Penalty: 3196.355713
	Iteration 29Q: 3 clusters Score -1145206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1145203.750000 Penalty: 3196.355713
	Iteration 30Q: 3 clusters Score -1145204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1145203.750000 Penalty: 3196.355713
	Iteration 31Q: 3 clusters Score -1145204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1145205.625000 Penalty: 3196.355713
	Iteration 32Q: 3 clusters Score -1145206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1145212.250000 Penalty: 3196.355713
	Iteration 33Q: 3 clusters Score -1145212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1145214.500000 Penalty: 3196.355713
	Iteration 34Q: 3 clusters Score -1145214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1145217.625000 Penalty: 3196.355713
	Iteration 35Q: 3 clusters Score -1145218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1145219.250000 Penalty: 3196.355713
	Iteration 36Q: 3 clusters Score -1145219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1145222.625000 Penalty: 3196.355713
	Iteration 37Q: 3 clusters Score -1145223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1145226.375000 Penalty: 3196.355713
	Iteration 38Q: 3 clusters Score -1145226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1145224.875000 Penalty: 3196.355713
	Iteration 39Q: 3 clusters Score -1145225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1145229.875000 Penalty: 3196.355713
	Iteration 40F: 3 clusters Score -1145230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1145234.000000 Penalty: 3196.355713
	Iteration 41Q: 3 clusters Score -1145234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1145237.375000 Penalty: 3196.355713
	Iteration 42Q: 3 clusters Score -1145237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1145238.625000 Penalty: 3196.355713
	Iteration 43Q: 3 clusters Score -1145239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1145236.500000 Penalty: 3196.355713
	Iteration 44Q: 3 clusters Score -1145236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1145238.000000 Penalty: 3196.355713
	Iteration 45Q: 3 clusters Score -1145238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1145243.500000 Penalty: 3196.355713
	Iteration 46Q: 3 clusters Score -1145244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1145244.625000 Penalty: 3196.355713
	Iteration 47Q: 3 clusters Score -1145245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1145249.500000 Penalty: 3196.355713
	Iteration 48Q: 3 clusters Score -1145250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1145253.500000 Penalty: 3196.355713
	Iteration 49Q: 3 clusters Score -1145254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1145256.625000 Penalty: 3196.355713
	Iteration 50Q: 3 clusters Score -1145257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1145258.625000 Penalty: 3196.355713
	Iteration 51Q: 3 clusters Score -1145259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1145258.250000 Penalty: 3196.355713
	Iteration 52Q: 3 clusters Score -1145258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1145259.875000 Penalty: 3196.355713
	Iteration 53Q: 3 clusters Score -1145260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1145262.000000 Penalty: 3196.355713
	Iteration 54Q: 3 clusters Score -1145262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1145260.750000 Penalty: 3196.355713
	Iteration 55Q: 3 clusters Score -1145261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1145264.250000 Penalty: 3196.355713
	Iteration 56Q: 3 clusters Score -1145264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1145264.625000 Penalty: 3196.355713
	Iteration 57Q: 3 clusters Score -1145265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1145268.000000 Penalty: 3196.355713
	Iteration 58Q: 3 clusters Score -1145268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1145270.000000 Penalty: 3196.355713
	Iteration 59Q: 3 clusters Score -1145270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1145269.250000 Penalty: 3196.355713
	Iteration 60F: 3 clusters Score -1145269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1145269.375000 Penalty: 3196.355713
	Iteration 61Q: 3 clusters Score -1145269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1145272.750000 Penalty: 3196.355713
	Iteration 62Q: 3 clusters Score -1145273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1145277.125000 Penalty: 3196.355713
	Iteration 63Q: 3 clusters Score -1145277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1145287.625000 Penalty: 3196.355713
	Iteration 64Q: 3 clusters Score -1145288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1145287.125000 Penalty: 3196.355713
	Iteration 65Q: 3 clusters Score -1145287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1145297.875000 Penalty: 3196.355713
	Iteration 66Q: 3 clusters Score -1145298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1145311.375000 Penalty: 3196.355713
	Iteration 67Q: 3 clusters Score -1145311 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1145326.375000 Penalty: 3196.355713
	Iteration 68Q: 3 clusters Score -1145326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1145344.750000 Penalty: 3196.355713
	Iteration 69Q: 3 clusters Score -1145345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1145362.625000 Penalty: 3196.355713
	Iteration 70Q: 3 clusters Score -1145363 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1145380.375000 Penalty: 3196.355713
	Iteration 71Q: 3 clusters Score -1145380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1145396.000000 Penalty: 3196.355713
	Iteration 72Q: 3 clusters Score -1145396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1145404.500000 Penalty: 3196.355713
	Iteration 73Q: 3 clusters Score -1145404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1145416.625000 Penalty: 3196.355713
	Iteration 74Q: 3 clusters Score -1145417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1145424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1145424.875000 Penalty: 3196.355713
	Iteration 76Q: 3 clusters Score -1145425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1145435.500000 Penalty: 3196.355713
	Iteration 77Q: 3 clusters Score -1145436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1145438.000000 Penalty: 3196.355713
	Iteration 78Q: 3 clusters Score -1145438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1145441.000000 Penalty: 3196.355713
	Iteration 79Q: 3 clusters Score -1145441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1145449.375000 Penalty: 3196.355713
	Iteration 80F: 3 clusters Score -1145449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1145452.750000 Penalty: 3196.355713
	Iteration 81Q: 3 clusters Score -1145453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1145458.500000 Penalty: 3196.355713
	Iteration 82Q: 3 clusters Score -1145458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1145464.000000 Penalty: 3196.355713
	Iteration 83Q: 3 clusters Score -1145464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1145468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1145472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1145475.125000 Penalty: 3196.355713
	Iteration 86Q: 3 clusters Score -1145475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1145479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1145485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1145487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1145491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1145495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1145497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1145499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1145501.875000 Penalty: 3196.355713
	Iteration 94Q: 3 clusters Score -1145502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1145506.250000 Penalty: 3196.355713
	Iteration 95Q: 3 clusters Score -1145506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1145505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1145506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1145508.875000 Penalty: 3196.355713
	Iteration 98Q: 3 clusters Score -1145509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1145510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1145513.625000 Penalty: 3196.355713
	Iteration 100F: 3 clusters Score -1145514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1145516.000000 Penalty: 3196.355713
	Iteration 101Q: 3 clusters Score -1145516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1145519.875000 Penalty: 3196.355713
	Iteration 102Q: 3 clusters Score -1145520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1145524.625000 Penalty: 3196.355713
	Iteration 103Q: 3 clusters Score -1145525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1145526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1145529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1145532.250000 Penalty: 3196.355713
	Iteration 106Q: 3 clusters Score -1145532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1145534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1145536.000000 Penalty: 3196.355713
	Iteration 108Q: 3 clusters Score -1145536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1145536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1145541.625000 Penalty: 3196.355713
	Iteration 110Q: 3 clusters Score -1145542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1145541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1145545.125000 Penalty: 3196.355713
	Iteration 112Q: 3 clusters Score -1145545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1145548.625000 Penalty: 3196.355713
	Iteration 113Q: 3 clusters Score -1145549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1145550.250000 Penalty: 3196.355713
	Iteration 114Q: 3 clusters Score -1145550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1145553.250000 Penalty: 3196.355713
	Iteration 115Q: 3 clusters Score -1145553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1145561.875000 Penalty: 3196.355713
	Iteration 116Q: 3 clusters Score -1145562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1145566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1145572.750000 Penalty: 3196.355713
	Iteration 118Q: 3 clusters Score -1145573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1145571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1145577.625000 Penalty: 3196.355713
	Iteration 120F: 3 clusters Score -1145578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1145582.375000 Penalty: 3196.355713
	Iteration 121Q: 3 clusters Score -1145582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1145582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1145583.750000 Penalty: 3196.355713
	Iteration 123Q: 3 clusters Score -1145584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1145587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1145590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1145591.625000 Penalty: 3196.355713
	Iteration 126Q: 3 clusters Score -1145592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1145593.750000 Penalty: 3196.355713
	Iteration 127Q: 3 clusters Score -1145594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1145597.375000 Penalty: 3196.355713
	Iteration 128Q: 3 clusters Score -1145597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1145601.000000 Penalty: 3196.355713
	Iteration 129Q: 3 clusters Score -1145601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1145607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1145610.375000 Penalty: 3196.355713
	Iteration 131Q: 3 clusters Score -1145610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1145614.500000 Penalty: 3196.355713
	Iteration 132Q: 3 clusters Score -1145614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1145616.625000 Penalty: 3196.355713
	Iteration 133Q: 3 clusters Score -1145617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1145622.625000 Penalty: 3196.355713
	Iteration 134Q: 3 clusters Score -1145623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1145629.625000 Penalty: 3196.355713
	Iteration 135Q: 3 clusters Score -1145630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1145632.875000 Penalty: 3196.355713
	Iteration 136Q: 3 clusters Score -1145633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1145632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1145638.750000 Penalty: 3196.355713
	Iteration 138Q: 3 clusters Score -1145639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1145643.375000 Penalty: 3196.355713
	Iteration 139Q: 3 clusters Score -1145643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1145644.875000 Penalty: 3196.355713
	Iteration 140F: 3 clusters Score -1145645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1145646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1145651.000000 Penalty: 3196.355713
	Iteration 142Q: 3 clusters Score -1145651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1145652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1145653.750000 Penalty: 3196.355713
	Iteration 144Q: 3 clusters Score -1145654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1145659.125000 Penalty: 3196.355713
	Iteration 145Q: 3 clusters Score -1145659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1145661.250000 Penalty: 3196.355713
	Iteration 146Q: 3 clusters Score -1145661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1145668.125000 Penalty: 3196.355713
	Iteration 147Q: 3 clusters Score -1145668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1145671.125000 Penalty: 3196.355713
	Iteration 148Q: 3 clusters Score -1145671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1145673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1145675.500000 Penalty: 3196.355713
	Iteration 150Q: 3 clusters Score -1145676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1145680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1145685 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1145689.875000 Penalty: 3196.355713
	Iteration 153Q: 3 clusters Score -1145690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1145691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1145694 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1145698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1145702 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1145702 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15877 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1145705 nChanged 24
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Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1145709.750000 Penalty: 3196.355713
	Iteration 160F: 3 clusters Score -1145710 nChanged 25
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Mstep: Class 1 contains 15926 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1145714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1145720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1145722.250000 Penalty: 3196.355713
	Iteration 163Q: 3 clusters Score -1145722 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16003 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1145723 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1145726.000000 Penalty: 3196.355713
	Iteration 165Q: 3 clusters Score -1145726 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16032 members 
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Entering Unmasked Estep 
Score: -1145728.250000 Penalty: 3196.355713
	Iteration 166Q: 3 clusters Score -1145728 nChanged 23
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Mstep: Class 1 contains 16055 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1145727 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1145734.500000 Penalty: 3196.355713
	Iteration 168Q: 3 clusters Score -1145734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1145734.875000 Penalty: 3196.355713
	Iteration 169Q: 3 clusters Score -1145735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1145735.250000 Penalty: 3196.355713
	Iteration 170Q: 3 clusters Score -1145735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1145739.250000 Penalty: 3196.355713
	Iteration 171Q: 3 clusters Score -1145739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1145740.625000 Penalty: 3196.355713
	Iteration 172Q: 3 clusters Score -1145741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1145744.375000 Penalty: 3196.355713
	Iteration 173Q: 3 clusters Score -1145744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1145746.750000 Penalty: 3196.355713
	Iteration 174Q: 3 clusters Score -1145747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1145747.250000 Penalty: 3196.355713
	Iteration 175Q: 3 clusters Score -1145747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1145747.375000 Penalty: 3196.355713
	Iteration 176Q: 3 clusters Score -1145747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1145749.000000 Penalty: 3196.355713
	Iteration 177Q: 3 clusters Score -1145749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1145748.375000 Penalty: 3196.355713
	Iteration 178Q: 3 clusters Score -1145748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1145750.000000 Penalty: 3196.355713
	Iteration 179Q: 3 clusters Score -1145750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1145752.125000 Penalty: 3196.355713
	Iteration 180F: 3 clusters Score -1145752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1145756.500000 Penalty: 3196.355713
	Iteration 181Q: 3 clusters Score -1145756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1145760.625000 Penalty: 3196.355713
	Iteration 182Q: 3 clusters Score -1145761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1145763.125000 Penalty: 3196.355713
	Iteration 183Q: 3 clusters Score -1145763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1145766.875000 Penalty: 3196.355713
	Iteration 184Q: 3 clusters Score -1145767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1145769.125000 Penalty: 3196.355713
	Iteration 185Q: 3 clusters Score -1145769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1145771.000000 Penalty: 3196.355713
	Iteration 186Q: 3 clusters Score -1145771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1145776.250000 Penalty: 3196.355713
	Iteration 187Q: 3 clusters Score -1145776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1145775.125000 Penalty: 3196.355713
	Iteration 188Q: 3 clusters Score -1145775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1145779.500000 Penalty: 3196.355713
	Iteration 189Q: 3 clusters Score -1145780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1145784.500000 Penalty: 3196.355713
	Iteration 190Q: 3 clusters Score -1145784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1145786.875000 Penalty: 3196.355713
	Iteration 191Q: 3 clusters Score -1145787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1145786.125000 Penalty: 3196.355713
	Iteration 192Q: 3 clusters Score -1145786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1145789.625000 Penalty: 3196.355713
	Iteration 193Q: 3 clusters Score -1145790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1145790.250000 Penalty: 3196.355713
	Iteration 194Q: 3 clusters Score -1145790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1145794.750000 Penalty: 3196.355713
	Iteration 195Q: 3 clusters Score -1145795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1145794.750000 Penalty: 3196.355713
	Iteration 196Q: 3 clusters Score -1145795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1145796.625000 Penalty: 3196.355713
	Iteration 197Q: 3 clusters Score -1145797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1145797.375000 Penalty: 3196.355713
	Iteration 198Q: 3 clusters Score -1145797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1145798.125000 Penalty: 3196.355713
	Iteration 199Q: 3 clusters Score -1145798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1145798.500000 Penalty: 3196.355713
	Iteration 200F: 3 clusters Score -1145798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1145799.500000 Penalty: 3196.355713
	Iteration 201Q: 3 clusters Score -1145800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1145799.625000 Penalty: 3196.355713
	Iteration 202Q: 3 clusters Score -1145800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1145801.000000 Penalty: 3196.355713
	Iteration 203Q: 3 clusters Score -1145801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1145802.000000 Penalty: 3196.355713
	Iteration 204Q: 3 clusters Score -1145802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1145802.000000 Penalty: 3196.355713
	Iteration 205F: 3 clusters Score -1145802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -132591.218750 Penalty: 1261.490967
	Iteration 0F: 2 clusters Score -132591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -130326.234375 Penalty: 2522.981934
	Iteration 0F: 3 clusters Score -130326.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -130860.679688 Penalty: 2522.981934
	Iteration 1F: 3 clusters Score -130860.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -131019.726562 Penalty: 2522.981934
	Iteration 2F: 3 clusters Score -131019.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -131164.000000 Penalty: 2522.981934
	Iteration 3F: 3 clusters Score -131164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -131301.250000 Penalty: 2522.981934
	Iteration 4F: 3 clusters Score -131301.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -131476.078125 Penalty: 2522.981934
	Iteration 5Q: 3 clusters Score -131476.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -131613.515625 Penalty: 2522.981934
	Iteration 6Q: 3 clusters Score -131613.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -131721.890625 Penalty: 2522.981934
	Iteration 7Q: 3 clusters Score -131721.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -131786.109375 Penalty: 2522.981934
	Iteration 8Q: 3 clusters Score -131786.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -131833.062500 Penalty: 2522.981934
	Iteration 9Q: 3 clusters Score -131833.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -131869.640625 Penalty: 2522.981934
	Iteration 10Q: 3 clusters Score -131869.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -131898.203125 Penalty: 2522.981934
	Iteration 11Q: 3 clusters Score -131898.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -131933.140625 Penalty: 2522.981934
	Iteration 12Q: 3 clusters Score -131933.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -131956.375000 Penalty: 2522.981934
	Iteration 13Q: 3 clusters Score -131956.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -131976.968750 Penalty: 2522.981934
	Iteration 14Q: 3 clusters Score -131977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -131998.234375 Penalty: 2522.981934
	Iteration 15Q: 3 clusters Score -131998.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -132026.421875 Penalty: 2522.981934
	Iteration 16Q: 3 clusters Score -132026.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -132052.515625 Penalty: 2522.981934
	Iteration 17Q: 3 clusters Score -132052.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -132078.390625 Penalty: 2522.981934
	Iteration 18Q: 3 clusters Score -132078.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -132100.875000 Penalty: 2522.981934
	Iteration 19Q: 3 clusters Score -132100.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -132115.156250 Penalty: 2522.981934
	Iteration 20F: 3 clusters Score -132115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -132127.640625 Penalty: 2522.981934
	Iteration 21Q: 3 clusters Score -132127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -132137.031250 Penalty: 2522.981934
	Iteration 22Q: 3 clusters Score -132137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -132140.171875 Penalty: 2522.981934
	Iteration 23Q: 3 clusters Score -132140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -132142.625000 Penalty: 2522.981934
	Iteration 24Q: 3 clusters Score -132142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -132143.859375 Penalty: 2522.981934
	Iteration 25Q: 3 clusters Score -132143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -132144.921875 Penalty: 2522.981934
	Iteration 26Q: 3 clusters Score -132144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -132145.140625 Penalty: 2522.981934
	Iteration 27Q: 3 clusters Score -132145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -132145.546875 Penalty: 2522.981934
	Iteration 28Q: 3 clusters Score -132145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -132146.171875 Penalty: 2522.981934
	Iteration 29Q: 3 clusters Score -132146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -132146.859375 Penalty: 2522.981934
	Iteration 30Q: 3 clusters Score -132146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -132147.265625 Penalty: 2522.981934
	Iteration 31Q: 3 clusters Score -132147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -132147.375000 Penalty: 2522.981934
	Iteration 32Q: 3 clusters Score -132147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -132147.468750 Penalty: 2522.981934
	Iteration 33Q: 3 clusters Score -132147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -132147.796875 Penalty: 2522.981934
	Iteration 34Q: 3 clusters Score -132147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132148.765625 Penalty: 2522.981934
	Iteration 35Q: 3 clusters Score -132148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132149.265625 Penalty: 2522.981934
	Iteration 36Q: 3 clusters Score -132149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132149.265625 Penalty: 2522.981934
	Iteration 37F: 3 clusters Score -132149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -178905.078125 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -178905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -176034.296875 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -176034.3 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -177144.828125 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -177144.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -177615.750000 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -177615.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -178046.515625 Penalty: 2626.981689
	Iteration 3F: 3 clusters Score -178046.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -178311.140625 Penalty: 2626.981689
	Iteration 4F: 3 clusters Score -178311.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -178451.218750 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -178451.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -178543.453125 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -178543.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -178608.890625 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -178608.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -178651.703125 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -178651.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178669.578125 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -178669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -178679.890625 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -178679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178683.718750 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -178683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178685.171875 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -178685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178685.562500 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -178685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178685.562500 Penalty: 2626.981689
	Iteration 14F: 3 clusters Score -178685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -101153.085938 Penalty: 1263.550537
	Iteration 0F: 2 clusters Score -101153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -98829.500000 Penalty: 2527.101074
	Iteration 0F: 3 clusters Score -98829.5 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -99548.992188 Penalty: 2527.101074
	Iteration 1F: 3 clusters Score -99548.99 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -99851.421875 Penalty: 2527.101074
	Iteration 2F: 3 clusters Score -99851.42 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -100117.343750 Penalty: 2527.101074
	Iteration 3F: 3 clusters Score -100117.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -100412.046875 Penalty: 2527.101074
	Iteration 4F: 3 clusters Score -100412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -100665.640625 Penalty: 2527.101074
	Iteration 5F: 3 clusters Score -100665.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -100869.437500 Penalty: 2527.101074
	Iteration 6F: 3 clusters Score -100869.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -101056.539062 Penalty: 2527.101074
	Iteration 7Q: 3 clusters Score -101056.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -101287.093750 Penalty: 2527.101074
	Iteration 8Q: 3 clusters Score -101287.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -101493.546875 Penalty: 2527.101074
	Iteration 9Q: 3 clusters Score -101493.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -101684.429688 Penalty: 2527.101074
	Iteration 10Q: 3 clusters Score -101684.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -101799.617188 Penalty: 2527.101074
	Iteration 11Q: 3 clusters Score -101799.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -101843.546875 Penalty: 2527.101074
	Iteration 12Q: 3 clusters Score -101843.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -101875.031250 Penalty: 2527.101074
	Iteration 13Q: 3 clusters Score -101875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -101895.039062 Penalty: 2527.101074
	Iteration 14Q: 3 clusters Score -101895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -101908.687500 Penalty: 2527.101074
	Iteration 15Q: 3 clusters Score -101908.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -101922.796875 Penalty: 2527.101074
	Iteration 16Q: 3 clusters Score -101922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -101929.937500 Penalty: 2527.101074
	Iteration 17Q: 3 clusters Score -101929.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -101934.906250 Penalty: 2527.101074
	Iteration 18Q: 3 clusters Score -101934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -101938.937500 Penalty: 2527.101074
	Iteration 19Q: 3 clusters Score -101938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -101951.640625 Penalty: 2527.101074
	Iteration 20F: 3 clusters Score -101951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -101963.835938 Penalty: 2527.101074
	Iteration 21Q: 3 clusters Score -101963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -101967.343750 Penalty: 2527.101074
	Iteration 22Q: 3 clusters Score -101967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -101983.007812 Penalty: 2527.101074
	Iteration 23Q: 3 clusters Score -101983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102000.648438 Penalty: 2527.101074
	Iteration 24Q: 3 clusters Score -102000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102023.921875 Penalty: 2527.101074
	Iteration 25Q: 3 clusters Score -102023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102037.757812 Penalty: 2527.101074
	Iteration 26Q: 3 clusters Score -102037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -102044.992188 Penalty: 2527.101074
	Iteration 27Q: 3 clusters Score -102045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102048.390625 Penalty: 2527.101074
	Iteration 28Q: 3 clusters Score -102048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102048.390625 Penalty: 2527.101074
	Iteration 29F: 3 clusters Score -102048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 30772 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 100475 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Entering Unmasked Estep 
Score: -30907340.000000 Penalty: 66580.335938
Splitting cluster 8 changes total score from -30907316.000000 to -30907340.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (30772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Entering Unmasked Estep 
Score: -1820901.000000 Penalty: 1679.333496
	Iteration 0F: 2 clusters Score -1820901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1800118.250000 Penalty: 3358.666992
	Iteration 0F: 3 clusters Score -1800118 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1808677.875000 Penalty: 3358.666992
	Iteration 1F: 3 clusters Score -1808678 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1810278.500000 Penalty: 3358.666992
	Iteration 2F: 3 clusters Score -1810278 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1812917.625000 Penalty: 3358.666992
	Iteration 3F: 3 clusters Score -1812918 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1815845.000000 Penalty: 3358.666992
	Iteration 4F: 3 clusters Score -1815845 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1818079.875000 Penalty: 3358.666992
	Iteration 5F: 3 clusters Score -1818080 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1819412.750000 Penalty: 3358.666992
	Iteration 6F: 3 clusters Score -1819413 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1820210.500000 Penalty: 3358.666992
	Iteration 7Q: 3 clusters Score -1820210 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -1820730.125000 Penalty: 3358.666992
	Iteration 8Q: 3 clusters Score -1820730 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -1821127.125000 Penalty: 3358.666992
	Iteration 9Q: 3 clusters Score -1821127 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1821443.875000 Penalty: 3358.666992
	Iteration 10Q: 3 clusters Score -1821444 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1821655.000000 Penalty: 3358.666992
	Iteration 11Q: 3 clusters Score -1821655 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -1821801.750000 Penalty: 3358.666992
	Iteration 12Q: 3 clusters Score -1821802 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1821894.375000 Penalty: 3358.666992
	Iteration 13Q: 3 clusters Score -1821894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1821971.000000 Penalty: 3358.666992
	Iteration 14Q: 3 clusters Score -1821971 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1822019.250000 Penalty: 3358.666992
	Iteration 15Q: 3 clusters Score -1822019 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1822034.125000 Penalty: 3358.666992
	Iteration 16Q: 3 clusters Score -1822034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1822053.000000 Penalty: 3358.666992
	Iteration 17Q: 3 clusters Score -1822053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1822062.375000 Penalty: 3358.666992
	Iteration 18Q: 3 clusters Score -1822062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1822073.375000 Penalty: 3358.666992
	Iteration 19Q: 3 clusters Score -1822073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -1822075.625000 Penalty: 3358.666992
	Iteration 20F: 3 clusters Score -1822076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -1822075.875000 Penalty: 3358.666992
	Iteration 21Q: 3 clusters Score -1822076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1822073.875000 Penalty: 3358.666992
	Iteration 22Q: 3 clusters Score -1822074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1822077.000000 Penalty: 3358.666992
	Iteration 23Q: 3 clusters Score -1822077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -1822076.250000 Penalty: 3358.666992
	Iteration 24Q: 3 clusters Score -1822076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -1822074.875000 Penalty: 3358.666992
	Iteration 25Q: 3 clusters Score -1822075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -1822075.000000 Penalty: 3358.666992
	Iteration 26Q: 3 clusters Score -1822075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1822078.000000 Penalty: 3358.666992
	Iteration 27Q: 3 clusters Score -1822078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -1822075.500000 Penalty: 3358.666992
	Iteration 28Q: 3 clusters Score -1822076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1822075.875000 Penalty: 3358.666992
	Iteration 29Q: 3 clusters Score -1822076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1822073.500000 Penalty: 3358.666992
	Iteration 30Q: 3 clusters Score -1822074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1822074.125000 Penalty: 3358.666992
	Iteration 31Q: 3 clusters Score -1822074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1822074.125000 Penalty: 3358.666992
	Iteration 32F: 3 clusters Score -1822074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 100475 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Entering Unmasked Estep 
Score: -30907930.000000 Penalty: 68728.093750
Splitting cluster 9 changes total score from -30907316.000000 to -30907930.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (7613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Entering Unmasked Estep 
Score: -422939.500000 Penalty: 1452.362061
	Iteration 0F: 2 clusters Score -422939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -417275.687500 Penalty: 2904.724121
	Iteration 0F: 3 clusters Score -417275.7 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -419777.343750 Penalty: 2904.724121
	Iteration 1F: 3 clusters Score -419777.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -420833.843750 Penalty: 2904.724121
	Iteration 2F: 3 clusters Score -420833.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -422015.625000 Penalty: 2904.724121
	Iteration 3F: 3 clusters Score -422015.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -423007.968750 Penalty: 2904.724121
	Iteration 4F: 3 clusters Score -423008 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -423524.500000 Penalty: 2904.724121
	Iteration 5F: 3 clusters Score -423524.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -423735.656250 Penalty: 2904.724121
	Iteration 6Q: 3 clusters Score -423735.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -423841.843750 Penalty: 2904.724121
	Iteration 7Q: 3 clusters Score -423841.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -423921.625000 Penalty: 2904.724121
	Iteration 8Q: 3 clusters Score -423921.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -423996.656250 Penalty: 2904.724121
	Iteration 9Q: 3 clusters Score -423996.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -424061.062500 Penalty: 2904.724121
	Iteration 10Q: 3 clusters Score -424061.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -424122.562500 Penalty: 2904.724121
	Iteration 11Q: 3 clusters Score -424122.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -424176.843750 Penalty: 2904.724121
	Iteration 12Q: 3 clusters Score -424176.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -424226.656250 Penalty: 2904.724121
	Iteration 13Q: 3 clusters Score -424226.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -424267.750000 Penalty: 2904.724121
	Iteration 14Q: 3 clusters Score -424267.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -424291.093750 Penalty: 2904.724121
	Iteration 15Q: 3 clusters Score -424291.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -424307.500000 Penalty: 2904.724121
	Iteration 16Q: 3 clusters Score -424307.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -424318.812500 Penalty: 2904.724121
	Iteration 17Q: 3 clusters Score -424318.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -424328.906250 Penalty: 2904.724121
	Iteration 18Q: 3 clusters Score -424328.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -424337.156250 Penalty: 2904.724121
	Iteration 19Q: 3 clusters Score -424337.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -424343.375000 Penalty: 2904.724121
	Iteration 20F: 3 clusters Score -424343.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -424351.406250 Penalty: 2904.724121
	Iteration 21Q: 3 clusters Score -424351.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -424353.125000 Penalty: 2904.724121
	Iteration 22Q: 3 clusters Score -424353.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -424354.218750 Penalty: 2904.724121
	Iteration 23Q: 3 clusters Score -424354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -424357.468750 Penalty: 2904.724121
	Iteration 24Q: 3 clusters Score -424357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -424359.500000 Penalty: 2904.724121
	Iteration 25Q: 3 clusters Score -424359.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -424363.000000 Penalty: 2904.724121
	Iteration 26Q: 3 clusters Score -424363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -424368.781250 Penalty: 2904.724121
	Iteration 27Q: 3 clusters Score -424368.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -424369.406250 Penalty: 2904.724121
	Iteration 28Q: 3 clusters Score -424369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -424374.000000 Penalty: 2904.724121
	Iteration 29Q: 3 clusters Score -424374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -424374.625000 Penalty: 2904.724121
	Iteration 30Q: 3 clusters Score -424374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -424375.406250 Penalty: 2904.724121
	Iteration 31Q: 3 clusters Score -424375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -424377.687500 Penalty: 2904.724121
	Iteration 32Q: 3 clusters Score -424377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -424379.000000 Penalty: 2904.724121
	Iteration 33Q: 3 clusters Score -424379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -424379.437500 Penalty: 2904.724121
	Iteration 34Q: 3 clusters Score -424379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -424380.031250 Penalty: 2904.724121
	Iteration 35Q: 3 clusters Score -424380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -424380.000000 Penalty: 2904.724121
	Iteration 36Q: 3 clusters Score -424380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -424380.968750 Penalty: 2904.724121
	Iteration 37Q: 3 clusters Score -424381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -424380.656250 Penalty: 2904.724121
	Iteration 38Q: 3 clusters Score -424380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -424381.812500 Penalty: 2904.724121
	Iteration 39Q: 3 clusters Score -424381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -424382.062500 Penalty: 2904.724121
	Iteration 40F: 3 clusters Score -424382.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -424384.750000 Penalty: 2904.724121
	Iteration 41Q: 3 clusters Score -424384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -424384.937500 Penalty: 2904.724121
	Iteration 42Q: 3 clusters Score -424384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -424387.875000 Penalty: 2904.724121
	Iteration 43Q: 3 clusters Score -424387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -424388.250000 Penalty: 2904.724121
	Iteration 44Q: 3 clusters Score -424388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -424388.406250 Penalty: 2904.724121
	Iteration 45Q: 3 clusters Score -424388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -424389.593750 Penalty: 2904.724121
	Iteration 46Q: 3 clusters Score -424389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -424389.000000 Penalty: 2904.724121
	Iteration 47Q: 3 clusters Score -424389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -424388.937500 Penalty: 2904.724121
	Iteration 48Q: 3 clusters Score -424388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -424389.281250 Penalty: 2904.724121
	Iteration 49Q: 3 clusters Score -424389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -424389.906250 Penalty: 2904.724121
	Iteration 50Q: 3 clusters Score -424389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -424391.000000 Penalty: 2904.724121
	Iteration 51Q: 3 clusters Score -424391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -424390.343750 Penalty: 2904.724121
	Iteration 52Q: 3 clusters Score -424390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -424390.968750 Penalty: 2904.724121
	Iteration 53Q: 3 clusters Score -424391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -424390.781250 Penalty: 2904.724121
	Iteration 54Q: 3 clusters Score -424390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -424391.312500 Penalty: 2904.724121
	Iteration 55Q: 3 clusters Score -424391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -424391.312500 Penalty: 2904.724121
	Iteration 56F: 3 clusters Score -424391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 100475 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Entering Unmasked Estep 
Score: -30908606.000000 Penalty: 70875.843750
Splitting cluster 10 changes total score from -30907316.000000 to -30908606.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -253696.781250 Penalty: 1359.912720
	Iteration 0F: 2 clusters Score -253696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -250125.734375 Penalty: 2719.825439
	Iteration 0F: 3 clusters Score -250125.7 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -251110.703125 Penalty: 2719.825439
	Iteration 1F: 3 clusters Score -251110.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -251421.171875 Penalty: 2719.825439
	Iteration 2F: 3 clusters Score -251421.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -251769.031250 Penalty: 2719.825439
	Iteration 3F: 3 clusters Score -251769 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -252228.828125 Penalty: 2719.825439
	Iteration 4F: 3 clusters Score -252228.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -252908.234375 Penalty: 2719.825439
	Iteration 5F: 3 clusters Score -252908.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -253441.453125 Penalty: 2719.825439
	Iteration 6F: 3 clusters Score -253441.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -253708.062500 Penalty: 2719.825439
	Iteration 7F: 3 clusters Score -253708.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -253819.859375 Penalty: 2719.825439
	Iteration 8Q: 3 clusters Score -253819.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -253867.593750 Penalty: 2719.825439
	Iteration 9Q: 3 clusters Score -253867.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -253892.406250 Penalty: 2719.825439
	Iteration 10Q: 3 clusters Score -253892.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -253907.437500 Penalty: 2719.825439
	Iteration 11Q: 3 clusters Score -253907.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -253918.421875 Penalty: 2719.825439
	Iteration 12Q: 3 clusters Score -253918.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -253925.562500 Penalty: 2719.825439
	Iteration 13Q: 3 clusters Score -253925.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -253929.937500 Penalty: 2719.825439
	Iteration 14Q: 3 clusters Score -253929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -253935.500000 Penalty: 2719.825439
	Iteration 15Q: 3 clusters Score -253935.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -253942.109375 Penalty: 2719.825439
	Iteration 16Q: 3 clusters Score -253942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -253945.859375 Penalty: 2719.825439
	Iteration 17Q: 3 clusters Score -253945.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -253951.500000 Penalty: 2719.825439
	Iteration 18Q: 3 clusters Score -253951.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -253955.312500 Penalty: 2719.825439
	Iteration 19Q: 3 clusters Score -253955.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -253959.343750 Penalty: 2719.825439
	Iteration 20F: 3 clusters Score -253959.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -253964.109375 Penalty: 2719.825439
	Iteration 21Q: 3 clusters Score -253964.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -253967.593750 Penalty: 2719.825439
	Iteration 22Q: 3 clusters Score -253967.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -253972.671875 Penalty: 2719.825439
	Iteration 23Q: 3 clusters Score -253972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -253977.843750 Penalty: 2719.825439
	Iteration 24Q: 3 clusters Score -253977.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -253985.828125 Penalty: 2719.825439
	Iteration 25Q: 3 clusters Score -253985.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -253995.312500 Penalty: 2719.825439
	Iteration 26Q: 3 clusters Score -253995.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -254003.421875 Penalty: 2719.825439
	Iteration 27Q: 3 clusters Score -254003.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -254012.906250 Penalty: 2719.825439
	Iteration 28Q: 3 clusters Score -254012.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -254021.328125 Penalty: 2719.825439
	Iteration 29Q: 3 clusters Score -254021.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -254029.062500 Penalty: 2719.825439
	Iteration 30Q: 3 clusters Score -254029.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -254039.312500 Penalty: 2719.825439
	Iteration 31Q: 3 clusters Score -254039.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -254058.500000 Penalty: 2719.825439
	Iteration 32Q: 3 clusters Score -254058.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -254094.312500 Penalty: 2719.825439
	Iteration 33Q: 3 clusters Score -254094.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -254136.734375 Penalty: 2719.825439
	Iteration 34Q: 3 clusters Score -254136.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -254200.609375 Penalty: 2719.825439
	Iteration 35Q: 3 clusters Score -254200.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -254285.093750 Penalty: 2719.825439
	Iteration 36Q: 3 clusters Score -254285.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -254372.937500 Penalty: 2719.825439
	Iteration 37Q: 3 clusters Score -254372.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -254474.406250 Penalty: 2719.825439
	Iteration 38Q: 3 clusters Score -254474.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -254525.578125 Penalty: 2719.825439
	Iteration 39Q: 3 clusters Score -254525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -254551.203125 Penalty: 2719.825439
	Iteration 40F: 3 clusters Score -254551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -254559.328125 Penalty: 2719.825439
	Iteration 41Q: 3 clusters Score -254559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -254562.765625 Penalty: 2719.825439
	Iteration 42Q: 3 clusters Score -254562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -254563.359375 Penalty: 2719.825439
	Iteration 43Q: 3 clusters Score -254563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -254565.937500 Penalty: 2719.825439
	Iteration 44Q: 3 clusters Score -254565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -254568.312500 Penalty: 2719.825439
	Iteration 45Q: 3 clusters Score -254568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -254573.140625 Penalty: 2719.825439
	Iteration 46Q: 3 clusters Score -254573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -254574.015625 Penalty: 2719.825439
	Iteration 47Q: 3 clusters Score -254574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -254574.015625 Penalty: 2719.825439
	Iteration 48F: 3 clusters Score -254574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 81162 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 100475 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
Score: -30908682.000000 Penalty: 73023.601562
Splitting cluster 11 changes total score from -30907316.000000 to -30908682.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -406506.437500 Penalty: 1430.605225
	Iteration 0F: 2 clusters Score -406506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -401480.406250 Penalty: 2861.210449
	Iteration 0F: 3 clusters Score -401480.4 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -402930.156250 Penalty: 2861.210449
	Iteration 1F: 3 clusters Score -402930.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -403126.906250 Penalty: 2861.210449
	Iteration 2F: 3 clusters Score -403126.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -403254.000000 Penalty: 2861.210449
	Iteration 3F: 3 clusters Score -403254 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -403362.812500 Penalty: 2861.210449
	Iteration 4Q: 3 clusters Score -403362.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -403488.937500 Penalty: 2861.210449
	Iteration 5Q: 3 clusters Score -403488.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -403618.750000 Penalty: 2861.210449
	Iteration 6Q: 3 clusters Score -403618.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -403769.031250 Penalty: 2861.210449
	Iteration 7Q: 3 clusters Score -403769 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -403945.937500 Penalty: 2861.210449
	Iteration 8Q: 3 clusters Score -403945.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -404152.218750 Penalty: 2861.210449
	Iteration 9Q: 3 clusters Score -404152.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -404374.812500 Penalty: 2861.210449
	Iteration 10Q: 3 clusters Score -404374.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -404588.593750 Penalty: 2861.210449
	Iteration 11Q: 3 clusters Score -404588.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -404777.468750 Penalty: 2861.210449
	Iteration 12Q: 3 clusters Score -404777.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -404924.875000 Penalty: 2861.210449
	Iteration 13Q: 3 clusters Score -404924.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -405024.375000 Penalty: 2861.210449
	Iteration 14Q: 3 clusters Score -405024.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -405079.812500 Penalty: 2861.210449
	Iteration 15Q: 3 clusters Score -405079.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -405118.625000 Penalty: 2861.210449
	Iteration 16Q: 3 clusters Score -405118.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -405143.343750 Penalty: 2861.210449
	Iteration 17Q: 3 clusters Score -405143.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -405164.125000 Penalty: 2861.210449
	Iteration 18Q: 3 clusters Score -405164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -405178.125000 Penalty: 2861.210449
	Iteration 19Q: 3 clusters Score -405178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -405189.000000 Penalty: 2861.210449
	Iteration 20F: 3 clusters Score -405189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -405197.000000 Penalty: 2861.210449
	Iteration 21Q: 3 clusters Score -405197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -405203.937500 Penalty: 2861.210449
	Iteration 22Q: 3 clusters Score -405203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -405206.875000 Penalty: 2861.210449
	Iteration 23Q: 3 clusters Score -405206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -405208.343750 Penalty: 2861.210449
	Iteration 24Q: 3 clusters Score -405208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -405209.437500 Penalty: 2861.210449
	Iteration 25Q: 3 clusters Score -405209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -405210.125000 Penalty: 2861.210449
	Iteration 26Q: 3 clusters Score -405210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -405212.406250 Penalty: 2861.210449
	Iteration 27Q: 3 clusters Score -405212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -405215.625000 Penalty: 2861.210449
	Iteration 28Q: 3 clusters Score -405215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -405218.031250 Penalty: 2861.210449
	Iteration 29Q: 3 clusters Score -405218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -405219.906250 Penalty: 2861.210449
	Iteration 30Q: 3 clusters Score -405219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -405221.750000 Penalty: 2861.210449
	Iteration 31Q: 3 clusters Score -405221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -405224.531250 Penalty: 2861.210449
	Iteration 32Q: 3 clusters Score -405224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -405227.812500 Penalty: 2861.210449
	Iteration 33Q: 3 clusters Score -405227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -405230.906250 Penalty: 2861.210449
	Iteration 34Q: 3 clusters Score -405230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -405231.625000 Penalty: 2861.210449
	Iteration 35Q: 3 clusters Score -405231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -405231.625000 Penalty: 2861.210449
	Iteration 36F: 3 clusters Score -405231.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Entering Unmasked Estep 
Score: -4898075.500000 Penalty: 1836.932861
	Iteration 0F: 2 clusters Score -4898076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -4844055.000000 Penalty: 3673.865723
	Iteration 0F: 3 clusters Score -4844055 nChanged 38341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -4866638.500000 Penalty: 3673.865723
	Iteration 1F: 3 clusters Score -4866638 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4868068.500000 Penalty: 3673.865723
	Iteration 2Q: 3 clusters Score -4868068 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -4870485.000000 Penalty: 3673.865723
	Iteration 3F: 3 clusters Score -4870485 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4873880.500000 Penalty: 3673.865723
	Iteration 4F: 3 clusters Score -4873880 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -4877804.500000 Penalty: 3673.865723
	Iteration 5F: 3 clusters Score -4877804 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -4881321.000000 Penalty: 3673.865723
	Iteration 6F: 3 clusters Score -4881321 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -4883713.500000 Penalty: 3673.865723
	Iteration 7F: 3 clusters Score -4883714 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -4885100.000000 Penalty: 3673.865723
	Iteration 8Q: 3 clusters Score -4885100 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -4885880.000000 Penalty: 3673.865723
	Iteration 9Q: 3 clusters Score -4885880 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -4886420.500000 Penalty: 3673.865723
	Iteration 10Q: 3 clusters Score -4886420 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -4886902.500000 Penalty: 3673.865723
	Iteration 11Q: 3 clusters Score -4886902 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -4887439.500000 Penalty: 3673.865723
	Iteration 12Q: 3 clusters Score -4887440 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -4888095.500000 Penalty: 3673.865723
	Iteration 13Q: 3 clusters Score -4888096 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -4888920.000000 Penalty: 3673.865723
	Iteration 14Q: 3 clusters Score -4888920 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -4889987.500000 Penalty: 3673.865723
	Iteration 15Q: 3 clusters Score -4889988 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -4891299.000000 Penalty: 3673.865723
	Iteration 16Q: 3 clusters Score -4891299 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -4892845.500000 Penalty: 3673.865723
	Iteration 17Q: 3 clusters Score -4892846 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -4894463.500000 Penalty: 3673.865723
	Iteration 18Q: 3 clusters Score -4894464 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -4895817.500000 Penalty: 3673.865723
	Iteration 19Q: 3 clusters Score -4895818 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -4896908.000000 Penalty: 3673.865723
	Iteration 20F: 3 clusters Score -4896908 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -4897685.000000 Penalty: 3673.865723
	Iteration 21Q: 3 clusters Score -4897685 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -4898226.000000 Penalty: 3673.865723
	Iteration 22Q: 3 clusters Score -4898226 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -4898504.500000 Penalty: 3673.865723
	Iteration 23Q: 3 clusters Score -4898504 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -4898604.000000 Penalty: 3673.865723
	Iteration 24Q: 3 clusters Score -4898604 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -4898669.500000 Penalty: 3673.865723
	Iteration 25Q: 3 clusters Score -4898670 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -4898693.500000 Penalty: 3673.865723
	Iteration 26Q: 3 clusters Score -4898694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -4898711.000000 Penalty: 3673.865723
	Iteration 27Q: 3 clusters Score -4898711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -4898706.000000 Penalty: 3673.865723
	Iteration 28Q: 3 clusters Score -4898706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -4898700.500000 Penalty: 3673.865723
	Iteration 29Q: 3 clusters Score -4898700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -4898709.000000 Penalty: 3673.865723
	Iteration 30Q: 3 clusters Score -4898709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -4898704.500000 Penalty: 3673.865723
	Iteration 31Q: 3 clusters Score -4898704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -4898704.000000 Penalty: 3673.865723
	Iteration 32Q: 3 clusters Score -4898704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -4898703.000000 Penalty: 3673.865723
	Iteration 33Q: 3 clusters Score -4898703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -4898701.500000 Penalty: 3673.865723
	Iteration 34Q: 3 clusters Score -4898702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -4898700.000000 Penalty: 3673.865723
	Iteration 35Q: 3 clusters Score -4898700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -4898699.000000 Penalty: 3673.865723
	Iteration 36Q: 3 clusters Score -4898699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -4898702.500000 Penalty: 3673.865723
	Iteration 37Q: 3 clusters Score -4898702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -4898705.000000 Penalty: 3673.865723
	Iteration 38Q: 3 clusters Score -4898705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -4898705.500000 Penalty: 3673.865723
	Iteration 39Q: 3 clusters Score -4898706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -4898709.500000 Penalty: 3673.865723
	Iteration 40F: 3 clusters Score -4898710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -4898704.500000 Penalty: 3673.865723
	Iteration 41Q: 3 clusters Score -4898704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -4898701.000000 Penalty: 3673.865723
	Iteration 42Q: 3 clusters Score -4898701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -4898704.000000 Penalty: 3673.865723
	Iteration 43Q: 3 clusters Score -4898704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -4898703.500000 Penalty: 3673.865723
	Iteration 44Q: 3 clusters Score -4898704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -4898702.000000 Penalty: 3673.865723
	Iteration 45Q: 3 clusters Score -4898702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -4898699.000000 Penalty: 3673.865723
	Iteration 46Q: 3 clusters Score -4898699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -4898700.000000 Penalty: 3673.865723
	Iteration 47Q: 3 clusters Score -4898700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -4898699.500000 Penalty: 3673.865723
	Iteration 48Q: 3 clusters Score -4898700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -4898699.500000 Penalty: 3673.865723
	Iteration 49F: 3 clusters Score -4898700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 100475 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Entering Unmasked Estep 
Score: -30909018.000000 Penalty: 75171.351562
Splitting cluster 13 changes total score from -30907316.000000 to -30909018.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -284637.968750 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -284638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -280712.156250 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -280712.2 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -281798.562500 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -281798.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -282056.937500 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -282056.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -282256.656250 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -282256.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -282417.000000 Penalty: 2763.439697
	Iteration 4F: 3 clusters Score -282417 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -282573.250000 Penalty: 2763.439697
	Iteration 5Q: 3 clusters Score -282573.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -282719.093750 Penalty: 2763.439697
	Iteration 6Q: 3 clusters Score -282719.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -282898.843750 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -282898.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -283103.187500 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -283103.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -283269.500000 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -283269.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -283410.500000 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -283410.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -283528.281250 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -283528.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -283615.250000 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -283615.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -283668.468750 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -283668.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -283709.093750 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -283709.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -283731.843750 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -283731.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -283747.593750 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -283747.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -283760.218750 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -283760.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -283769.156250 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -283769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -283774.500000 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -283774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -283779.156250 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -283779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -283784.750000 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -283784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -283789.843750 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -283789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -283795.406250 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -283795.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -283802.156250 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -283802.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -283807.906250 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -283807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -283812.468750 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -283812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -283815.937500 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -283815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -283819.093750 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -283819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -283823.531250 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -283823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -283829.500000 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -283829.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -283837.968750 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -283838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -283845.625000 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -283845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -283851.406250 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -283851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -283853.375000 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -283853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -283854.093750 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -283854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -283855.375000 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -283855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -283855.375000 Penalty: 2763.439697
	Iteration 37F: 3 clusters Score -283855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -173993.546875 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -173993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -171215.093750 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -171215.1 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -173161.140625 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -173161.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -174064.390625 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -174064.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -174426.718750 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -174426.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -174639.156250 Penalty: 2638.029541
	Iteration 4Q: 3 clusters Score -174639.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -174778.890625 Penalty: 2638.029541
	Iteration 5Q: 3 clusters Score -174778.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -174881.640625 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -174881.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -174988.078125 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -174988.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -175058.718750 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -175058.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -175131.265625 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -175131.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -175217.312500 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -175217.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -175284.375000 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -175284.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -175332.703125 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -175332.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -175356.718750 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -175356.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -175373.281250 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -175373.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -175382.718750 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -175382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -175392.546875 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -175392.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -175404.546875 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -175404.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -175413.218750 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -175413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -175418.140625 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -175418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -175421.250000 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -175421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -175422.828125 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -175422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -175424.859375 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -175424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -175426.546875 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -175426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -175428.140625 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -175428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -175429.734375 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -175429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -175432.125000 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -175432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -175432.390625 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -175432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -175432.390625 Penalty: 2638.029541
	Iteration 28F: 3 clusters Score -175432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 100475 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Entering Unmasked Estep 
Score: -30909608.000000 Penalty: 77319.101562
Splitting cluster 15 changes total score from -30907316.000000 to -30909608.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (23945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Entering Unmasked Estep 
Score: -1457631.750000 Penalty: 1638.571167
	Iteration 0F: 2 clusters Score -1457632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1441411.375000 Penalty: 3277.142334
	Iteration 0F: 3 clusters Score -1441411 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1447517.500000 Penalty: 3277.142334
	Iteration 1F: 3 clusters Score -1447518 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1447911.375000 Penalty: 3277.142334
	Iteration 2Q: 3 clusters Score -1447911 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1448282.250000 Penalty: 3277.142334
	Iteration 3Q: 3 clusters Score -1448282 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1448704.625000 Penalty: 3277.142334
	Iteration 4Q: 3 clusters Score -1448705 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1449175.375000 Penalty: 3277.142334
	Iteration 5Q: 3 clusters Score -1449175 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1449790.375000 Penalty: 3277.142334
	Iteration 6Q: 3 clusters Score -1449790 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1450655.875000 Penalty: 3277.142334
	Iteration 7F: 3 clusters Score -1450656 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1451563.750000 Penalty: 3277.142334
	Iteration 8F: 3 clusters Score -1451564 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1452471.250000 Penalty: 3277.142334
	Iteration 9F: 3 clusters Score -1452471 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1453229.750000 Penalty: 3277.142334
	Iteration 10Q: 3 clusters Score -1453230 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1453829.500000 Penalty: 3277.142334
	Iteration 11Q: 3 clusters Score -1453830 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1454329.625000 Penalty: 3277.142334
	Iteration 12Q: 3 clusters Score -1454330 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1454756.500000 Penalty: 3277.142334
	Iteration 13Q: 3 clusters Score -1454756 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -1455124.750000 Penalty: 3277.142334
	Iteration 14Q: 3 clusters Score -1455125 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -1455409.625000 Penalty: 3277.142334
	Iteration 15Q: 3 clusters Score -1455410 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -1455634.250000 Penalty: 3277.142334
	Iteration 16Q: 3 clusters Score -1455634 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -1455811.750000 Penalty: 3277.142334
	Iteration 17Q: 3 clusters Score -1455812 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -1455937.125000 Penalty: 3277.142334
	Iteration 18Q: 3 clusters Score -1455937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -1456030.875000 Penalty: 3277.142334
	Iteration 19Q: 3 clusters Score -1456031 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1456096.125000 Penalty: 3277.142334
	Iteration 20F: 3 clusters Score -1456096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -1456130.000000 Penalty: 3277.142334
	Iteration 21Q: 3 clusters Score -1456130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -1456155.500000 Penalty: 3277.142334
	Iteration 22Q: 3 clusters Score -1456156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -1456173.250000 Penalty: 3277.142334
	Iteration 23Q: 3 clusters Score -1456173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -1456187.625000 Penalty: 3277.142334
	Iteration 24Q: 3 clusters Score -1456188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -1456209.875000 Penalty: 3277.142334
	Iteration 25Q: 3 clusters Score -1456210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -1456222.500000 Penalty: 3277.142334
	Iteration 26Q: 3 clusters Score -1456222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1456239.000000 Penalty: 3277.142334
	Iteration 27Q: 3 clusters Score -1456239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -1456253.125000 Penalty: 3277.142334
	Iteration 28Q: 3 clusters Score -1456253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -1456275.875000 Penalty: 3277.142334
	Iteration 29Q: 3 clusters Score -1456276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1456284.875000 Penalty: 3277.142334
	Iteration 30Q: 3 clusters Score -1456285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1456291.625000 Penalty: 3277.142334
	Iteration 31Q: 3 clusters Score -1456292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -1456295.875000 Penalty: 3277.142334
	Iteration 32Q: 3 clusters Score -1456296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -1456301.500000 Penalty: 3277.142334
	Iteration 33Q: 3 clusters Score -1456302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -1456303.500000 Penalty: 3277.142334
	Iteration 34Q: 3 clusters Score -1456304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -1456309.625000 Penalty: 3277.142334
	Iteration 35Q: 3 clusters Score -1456310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1456315.625000 Penalty: 3277.142334
	Iteration 36Q: 3 clusters Score -1456316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -1456316.875000 Penalty: 3277.142334
	Iteration 37Q: 3 clusters Score -1456317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1456316.500000 Penalty: 3277.142334
	Iteration 38Q: 3 clusters Score -1456316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1456316.500000 Penalty: 3277.142334
	Iteration 39F: 3 clusters Score -1456316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Entering Unmasked Estep 
Score: -6011581.000000 Penalty: 1871.620361
	Iteration 0F: 2 clusters Score -6011581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -5944308.500000 Penalty: 3743.240723
	Iteration 0F: 3 clusters Score -5944308 nChanged 48150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -5972036.500000 Penalty: 3743.240723
	Iteration 1F: 3 clusters Score -5972036 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -5972925.500000 Penalty: 3743.240723
	Iteration 2Q: 3 clusters Score -5972926 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -5973925.000000 Penalty: 3743.240723
	Iteration 3Q: 3 clusters Score -5973925 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -5975288.500000 Penalty: 3743.240723
	Iteration 4Q: 3 clusters Score -5975288 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -5977159.000000 Penalty: 3743.240723
	Iteration 5Q: 3 clusters Score -5977159 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -5979500.000000 Penalty: 3743.240723
	Iteration 6Q: 3 clusters Score -5979500 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -5982512.000000 Penalty: 3743.240723
	Iteration 7F: 3 clusters Score -5982512 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -5986031.500000 Penalty: 3743.240723
	Iteration 8F: 3 clusters Score -5986032 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -5990134.000000 Penalty: 3743.240723
	Iteration 9F: 3 clusters Score -5990134 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -5995607.500000 Penalty: 3743.240723
	Iteration 10F: 3 clusters Score -5995608 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6002798.500000 Penalty: 3743.240723
	Iteration 11F: 3 clusters Score -6002798 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -6009635.500000 Penalty: 3743.240723
	Iteration 12F: 3 clusters Score -6009636 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -6014509.000000 Penalty: 3743.240723
	Iteration 13Q: 3 clusters Score -6014509 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -6017671.500000 Penalty: 3743.240723
	Iteration 14Q: 3 clusters Score -6017672 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -6019944.500000 Penalty: 3743.240723
	Iteration 15Q: 3 clusters Score -6019944 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -6021068.000000 Penalty: 3743.240723
	Iteration 16Q: 3 clusters Score -6021068 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -6021554.500000 Penalty: 3743.240723
	Iteration 17Q: 3 clusters Score -6021554 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -6021722.500000 Penalty: 3743.240723
	Iteration 18Q: 3 clusters Score -6021722 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -6021759.000000 Penalty: 3743.240723
	Iteration 19Q: 3 clusters Score -6021759 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -6021809.500000 Penalty: 3743.240723
	Iteration 20F: 3 clusters Score -6021810 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -6021838.500000 Penalty: 3743.240723
	Iteration 21Q: 3 clusters Score -6021838 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6021850.500000 Penalty: 3743.240723
	Iteration 22Q: 3 clusters Score -6021850 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -6021847.500000 Penalty: 3743.240723
	Iteration 23Q: 3 clusters Score -6021848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -6021853.500000 Penalty: 3743.240723
	Iteration 24Q: 3 clusters Score -6021854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6021846.500000 Penalty: 3743.240723
	Iteration 25Q: 3 clusters Score -6021846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -6021845.000000 Penalty: 3743.240723
	Iteration 26Q: 3 clusters Score -6021845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -6021830.500000 Penalty: 3743.240723
	Iteration 27Q: 3 clusters Score -6021830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6021834.500000 Penalty: 3743.240723
	Iteration 28Q: 3 clusters Score -6021834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -6021845.000000 Penalty: 3743.240723
	Iteration 29Q: 3 clusters Score -6021845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -6021840.500000 Penalty: 3743.240723
	Iteration 30Q: 3 clusters Score -6021840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6021842.500000 Penalty: 3743.240723
	Iteration 31Q: 3 clusters Score -6021842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6021839.500000 Penalty: 3743.240723
	Iteration 32Q: 3 clusters Score -6021840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -6021843.500000 Penalty: 3743.240723
	Iteration 33Q: 3 clusters Score -6021844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -6021843.500000 Penalty: 3743.240723
	Iteration 34Q: 3 clusters Score -6021844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -6021843.500000 Penalty: 3743.240723
	Iteration 35F: 3 clusters Score -6021844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 35934 members 
Entering Unmasked Estep 
Score: -30919642.000000 Penalty: 79466.859375
Splitting cluster 17 changes total score from -30907316.000000 to -30919642.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (20157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Entering Unmasked Estep 
Score: -1031351.000000 Penalty: 1610.587402
	Iteration 0F: 2 clusters Score -1031351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1017529.875000 Penalty: 3221.174805
	Iteration 0F: 3 clusters Score -1017530 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1022770.312500 Penalty: 3221.174805
	Iteration 1F: 3 clusters Score -1022770 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1023365.375000 Penalty: 3221.174805
	Iteration 2F: 3 clusters Score -1023365 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1023965.750000 Penalty: 3221.174805
	Iteration 3F: 3 clusters Score -1023966 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1024574.437500 Penalty: 3221.174805
	Iteration 4F: 3 clusters Score -1024574 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1025151.875000 Penalty: 3221.174805
	Iteration 5F: 3 clusters Score -1025152 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1025647.562500 Penalty: 3221.174805
	Iteration 6Q: 3 clusters Score -1025648 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1026099.250000 Penalty: 3221.174805
	Iteration 7Q: 3 clusters Score -1026099 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1026557.937500 Penalty: 3221.174805
	Iteration 8Q: 3 clusters Score -1026558 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1026996.812500 Penalty: 3221.174805
	Iteration 9Q: 3 clusters Score -1026997 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1027374.500000 Penalty: 3221.174805
	Iteration 10Q: 3 clusters Score -1027374 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1027691.687500 Penalty: 3221.174805
	Iteration 11Q: 3 clusters Score -1027692 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1027939.687500 Penalty: 3221.174805
	Iteration 12Q: 3 clusters Score -1027940 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1028152.500000 Penalty: 3221.174805
	Iteration 13Q: 3 clusters Score -1028152 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1028323.937500 Penalty: 3221.174805
	Iteration 14Q: 3 clusters Score -1028324 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1028462.062500 Penalty: 3221.174805
	Iteration 15Q: 3 clusters Score -1028462 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1028607.000000 Penalty: 3221.174805
	Iteration 16Q: 3 clusters Score -1028607 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1028743.250000 Penalty: 3221.174805
	Iteration 17Q: 3 clusters Score -1028743 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1028882.187500 Penalty: 3221.174805
	Iteration 18Q: 3 clusters Score -1028882 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1029014.937500 Penalty: 3221.174805
	Iteration 19Q: 3 clusters Score -1029015 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1029143.500000 Penalty: 3221.174805
	Iteration 20F: 3 clusters Score -1029144 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1029274.250000 Penalty: 3221.174805
	Iteration 21Q: 3 clusters Score -1029274 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1029411.500000 Penalty: 3221.174805
	Iteration 22Q: 3 clusters Score -1029412 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1029497.250000 Penalty: 3221.174805
	Iteration 23Q: 3 clusters Score -1029497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1029569.937500 Penalty: 3221.174805
	Iteration 24Q: 3 clusters Score -1029570 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1029618.812500 Penalty: 3221.174805
	Iteration 25Q: 3 clusters Score -1029619 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1029670.437500 Penalty: 3221.174805
	Iteration 26Q: 3 clusters Score -1029670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1029724.250000 Penalty: 3221.174805
	Iteration 27Q: 3 clusters Score -1029724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1029769.875000 Penalty: 3221.174805
	Iteration 28Q: 3 clusters Score -1029770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1029818.125000 Penalty: 3221.174805
	Iteration 29Q: 3 clusters Score -1029818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1029864.937500 Penalty: 3221.174805
	Iteration 30Q: 3 clusters Score -1029865 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1029916.375000 Penalty: 3221.174805
	Iteration 31Q: 3 clusters Score -1029916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1029957.687500 Penalty: 3221.174805
	Iteration 32Q: 3 clusters Score -1029958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1030000.937500 Penalty: 3221.174805
	Iteration 33Q: 3 clusters Score -1030001 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1030048.437500 Penalty: 3221.174805
	Iteration 34Q: 3 clusters Score -1030048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1030098.375000 Penalty: 3221.174805
	Iteration 35Q: 3 clusters Score -1030098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1030138.562500 Penalty: 3221.174805
	Iteration 36Q: 3 clusters Score -1030139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1030166.312500 Penalty: 3221.174805
	Iteration 37Q: 3 clusters Score -1030166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1030188.875000 Penalty: 3221.174805
	Iteration 38Q: 3 clusters Score -1030189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1030213.500000 Penalty: 3221.174805
	Iteration 39Q: 3 clusters Score -1030214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1030239.437500 Penalty: 3221.174805
	Iteration 40F: 3 clusters Score -1030239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1030279.250000 Penalty: 3221.174805
	Iteration 41Q: 3 clusters Score -1030279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1030312.250000 Penalty: 3221.174805
	Iteration 42Q: 3 clusters Score -1030312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1030346.187500 Penalty: 3221.174805
	Iteration 43Q: 3 clusters Score -1030346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1030373.875000 Penalty: 3221.174805
	Iteration 44Q: 3 clusters Score -1030374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1030398.187500 Penalty: 3221.174805
	Iteration 45Q: 3 clusters Score -1030398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1030419.562500 Penalty: 3221.174805
	Iteration 46Q: 3 clusters Score -1030420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1030442.875000 Penalty: 3221.174805
	Iteration 47Q: 3 clusters Score -1030443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1030459.500000 Penalty: 3221.174805
	Iteration 48Q: 3 clusters Score -1030460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1030470.000000 Penalty: 3221.174805
	Iteration 49Q: 3 clusters Score -1030470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1030487.312500 Penalty: 3221.174805
	Iteration 50Q: 3 clusters Score -1030487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1030505.500000 Penalty: 3221.174805
	Iteration 51Q: 3 clusters Score -1030506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1030519.250000 Penalty: 3221.174805
	Iteration 52Q: 3 clusters Score -1030519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1030524.937500 Penalty: 3221.174805
	Iteration 53Q: 3 clusters Score -1030525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1030532.625000 Penalty: 3221.174805
	Iteration 54Q: 3 clusters Score -1030533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1030532.937500 Penalty: 3221.174805
	Iteration 55Q: 3 clusters Score -1030533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1030533.812500 Penalty: 3221.174805
	Iteration 56Q: 3 clusters Score -1030534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1030537.812500 Penalty: 3221.174805
	Iteration 57Q: 3 clusters Score -1030538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1030540.375000 Penalty: 3221.174805
	Iteration 58Q: 3 clusters Score -1030540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1030544.125000 Penalty: 3221.174805
	Iteration 59Q: 3 clusters Score -1030544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1030544.500000 Penalty: 3221.174805
	Iteration 60F: 3 clusters Score -1030544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1030545.562500 Penalty: 3221.174805
	Iteration 61Q: 3 clusters Score -1030546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1030549.250000 Penalty: 3221.174805
	Iteration 62Q: 3 clusters Score -1030549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1030550.437500 Penalty: 3221.174805
	Iteration 63Q: 3 clusters Score -1030550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1030552.312500 Penalty: 3221.174805
	Iteration 64Q: 3 clusters Score -1030552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1030554.937500 Penalty: 3221.174805
	Iteration 65Q: 3 clusters Score -1030555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1030555.562500 Penalty: 3221.174805
	Iteration 66Q: 3 clusters Score -1030556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1030555.125000 Penalty: 3221.174805
	Iteration 67Q: 3 clusters Score -1030555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1030556.125000 Penalty: 3221.174805
	Iteration 68Q: 3 clusters Score -1030556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1030554.500000 Penalty: 3221.174805
	Iteration 69Q: 3 clusters Score -1030554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1030555.562500 Penalty: 3221.174805
	Iteration 70Q: 3 clusters Score -1030556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1030557.250000 Penalty: 3221.174805
	Iteration 71Q: 3 clusters Score -1030557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1030557.250000 Penalty: 3221.174805
	Iteration 72F: 3 clusters Score -1030557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -521474.218750 Penalty: 1469.907349
	Iteration 0F: 2 clusters Score -521474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -515268.312500 Penalty: 2939.814697
	Iteration 0F: 3 clusters Score -515268.3 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -517282.125000 Penalty: 2939.814697
	Iteration 1F: 3 clusters Score -517282.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -517445.062500 Penalty: 2939.814697
	Iteration 2F: 3 clusters Score -517445.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -517548.406250 Penalty: 2939.814697
	Iteration 3Q: 3 clusters Score -517548.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -517620.875000 Penalty: 2939.814697
	Iteration 4Q: 3 clusters Score -517620.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -517676.468750 Penalty: 2939.814697
	Iteration 5Q: 3 clusters Score -517676.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -517717.125000 Penalty: 2939.814697
	Iteration 6Q: 3 clusters Score -517717.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -517750.343750 Penalty: 2939.814697
	Iteration 7Q: 3 clusters Score -517750.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -517771.937500 Penalty: 2939.814697
	Iteration 8Q: 3 clusters Score -517771.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -517789.812500 Penalty: 2939.814697
	Iteration 9Q: 3 clusters Score -517789.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -517802.687500 Penalty: 2939.814697
	Iteration 10Q: 3 clusters Score -517802.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -517817.031250 Penalty: 2939.814697
	Iteration 11Q: 3 clusters Score -517817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -517827.843750 Penalty: 2939.814697
	Iteration 12Q: 3 clusters Score -517827.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -517839.875000 Penalty: 2939.814697
	Iteration 13Q: 3 clusters Score -517839.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -517856.531250 Penalty: 2939.814697
	Iteration 14Q: 3 clusters Score -517856.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -517874.125000 Penalty: 2939.814697
	Iteration 15Q: 3 clusters Score -517874.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -517892.031250 Penalty: 2939.814697
	Iteration 16Q: 3 clusters Score -517892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -517911.343750 Penalty: 2939.814697
	Iteration 17Q: 3 clusters Score -517911.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -517935.656250 Penalty: 2939.814697
	Iteration 18Q: 3 clusters Score -517935.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -517957.593750 Penalty: 2939.814697
	Iteration 19Q: 3 clusters Score -517957.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -517982.968750 Penalty: 2939.814697
	Iteration 20F: 3 clusters Score -517983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -518010.593750 Penalty: 2939.814697
	Iteration 21Q: 3 clusters Score -518010.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -518041.156250 Penalty: 2939.814697
	Iteration 22Q: 3 clusters Score -518041.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -518076.312500 Penalty: 2939.814697
	Iteration 23Q: 3 clusters Score -518076.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -518111.531250 Penalty: 2939.814697
	Iteration 24Q: 3 clusters Score -518111.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -518155.937500 Penalty: 2939.814697
	Iteration 25Q: 3 clusters Score -518155.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -518221.937500 Penalty: 2939.814697
	Iteration 26Q: 3 clusters Score -518221.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -518314.562500 Penalty: 2939.814697
	Iteration 27Q: 3 clusters Score -518314.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -518451.375000 Penalty: 2939.814697
	Iteration 28Q: 3 clusters Score -518451.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -518636.687500 Penalty: 2939.814697
	Iteration 29Q: 3 clusters Score -518636.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -518861.125000 Penalty: 2939.814697
	Iteration 30Q: 3 clusters Score -518861.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -519123.125000 Penalty: 2939.814697
	Iteration 31Q: 3 clusters Score -519123.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -519365.218750 Penalty: 2939.814697
	Iteration 32Q: 3 clusters Score -519365.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -519601.906250 Penalty: 2939.814697
	Iteration 33Q: 3 clusters Score -519601.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -519792.812500 Penalty: 2939.814697
	Iteration 34Q: 3 clusters Score -519792.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -519913.125000 Penalty: 2939.814697
	Iteration 35Q: 3 clusters Score -519913.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -519990.312500 Penalty: 2939.814697
	Iteration 36Q: 3 clusters Score -519990.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -520048.468750 Penalty: 2939.814697
	Iteration 37Q: 3 clusters Score -520048.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -520088.562500 Penalty: 2939.814697
	Iteration 38Q: 3 clusters Score -520088.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -520120.812500 Penalty: 2939.814697
	Iteration 39Q: 3 clusters Score -520120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -520139.187500 Penalty: 2939.814697
	Iteration 40F: 3 clusters Score -520139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -520150.468750 Penalty: 2939.814697
	Iteration 41Q: 3 clusters Score -520150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -520160.812500 Penalty: 2939.814697
	Iteration 42Q: 3 clusters Score -520160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -520170.093750 Penalty: 2939.814697
	Iteration 43Q: 3 clusters Score -520170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -520178.250000 Penalty: 2939.814697
	Iteration 44Q: 3 clusters Score -520178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -520183.562500 Penalty: 2939.814697
	Iteration 45Q: 3 clusters Score -520183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -520186.250000 Penalty: 2939.814697
	Iteration 46Q: 3 clusters Score -520186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -520189.125000 Penalty: 2939.814697
	Iteration 47Q: 3 clusters Score -520189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -520191.500000 Penalty: 2939.814697
	Iteration 48Q: 3 clusters Score -520191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -520193.156250 Penalty: 2939.814697
	Iteration 49Q: 3 clusters Score -520193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -520194.312500 Penalty: 2939.814697
	Iteration 50Q: 3 clusters Score -520194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -520194.312500 Penalty: 2939.814697
	Iteration 51F: 3 clusters Score -520194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -273307.843750 Penalty: 1385.048218
	Iteration 0F: 2 clusters Score -273307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -269373.968750 Penalty: 2770.096436
	Iteration 0F: 3 clusters Score -269374 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -270606.875000 Penalty: 2770.096436
	Iteration 1F: 3 clusters Score -270606.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -271017.843750 Penalty: 2770.096436
	Iteration 2F: 3 clusters Score -271017.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -271409.187500 Penalty: 2770.096436
	Iteration 3F: 3 clusters Score -271409.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -271805.437500 Penalty: 2770.096436
	Iteration 4F: 3 clusters Score -271805.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -272187.656250 Penalty: 2770.096436
	Iteration 5F: 3 clusters Score -272187.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -272583.156250 Penalty: 2770.096436
	Iteration 6F: 3 clusters Score -272583.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -272973.875000 Penalty: 2770.096436
	Iteration 7F: 3 clusters Score -272973.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -273206.562500 Penalty: 2770.096436
	Iteration 8Q: 3 clusters Score -273206.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -273319.093750 Penalty: 2770.096436
	Iteration 9Q: 3 clusters Score -273319.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -273404.625000 Penalty: 2770.096436
	Iteration 10Q: 3 clusters Score -273404.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -273473.718750 Penalty: 2770.096436
	Iteration 11Q: 3 clusters Score -273473.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -273537.843750 Penalty: 2770.096436
	Iteration 12Q: 3 clusters Score -273537.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -273648.031250 Penalty: 2770.096436
	Iteration 13Q: 3 clusters Score -273648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -273883.625000 Penalty: 2770.096436
	Iteration 14Q: 3 clusters Score -273883.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -274367.250000 Penalty: 2770.096436
	Iteration 15Q: 3 clusters Score -274367.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -274851.812500 Penalty: 2770.096436
	Iteration 16Q: 3 clusters Score -274851.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -275082.000000 Penalty: 2770.096436
	Iteration 17Q: 3 clusters Score -275082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -275224.375000 Penalty: 2770.096436
	Iteration 18Q: 3 clusters Score -275224.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -275307.281250 Penalty: 2770.096436
	Iteration 19Q: 3 clusters Score -275307.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -275351.562500 Penalty: 2770.096436
	Iteration 20F: 3 clusters Score -275351.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -275378.187500 Penalty: 2770.096436
	Iteration 21Q: 3 clusters Score -275378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -275384.000000 Penalty: 2770.096436
	Iteration 22Q: 3 clusters Score -275384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -275385.843750 Penalty: 2770.096436
	Iteration 23Q: 3 clusters Score -275385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -275387.750000 Penalty: 2770.096436
	Iteration 24Q: 3 clusters Score -275387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -275388.906250 Penalty: 2770.096436
	Iteration 25Q: 3 clusters Score -275388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -275390.062500 Penalty: 2770.096436
	Iteration 26Q: 3 clusters Score -275390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275390.343750 Penalty: 2770.096436
	Iteration 27Q: 3 clusters Score -275390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275390.343750 Penalty: 2770.096436
	Iteration 28F: 3 clusters Score -275390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 35934 members 
Mstep: Class 38 contains 1478 members 
Entering Unmasked Estep 
Score: -30920970.000000 Penalty: 81614.609375
Splitting cluster 20 changes total score from -30907316.000000 to -30920970.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -356235.593750 Penalty: 1433.267578
	Iteration 0F: 2 clusters Score -356235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -351193.750000 Penalty: 2866.535156
	Iteration 0F: 3 clusters Score -351193.8 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -352712.906250 Penalty: 2866.535156
	Iteration 1F: 3 clusters Score -352712.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -352940.562500 Penalty: 2866.535156
	Iteration 2F: 3 clusters Score -352940.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -353113.500000 Penalty: 2866.535156
	Iteration 3F: 3 clusters Score -353113.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -353295.781250 Penalty: 2866.535156
	Iteration 4Q: 3 clusters Score -353295.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -353492.156250 Penalty: 2866.535156
	Iteration 5Q: 3 clusters Score -353492.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -353711.000000 Penalty: 2866.535156
	Iteration 6Q: 3 clusters Score -353711 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -353968.125000 Penalty: 2866.535156
	Iteration 7Q: 3 clusters Score -353968.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -354208.718750 Penalty: 2866.535156
	Iteration 8Q: 3 clusters Score -354208.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -354389.781250 Penalty: 2866.535156
	Iteration 9Q: 3 clusters Score -354389.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -354520.406250 Penalty: 2866.535156
	Iteration 10Q: 3 clusters Score -354520.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -354606.281250 Penalty: 2866.535156
	Iteration 11Q: 3 clusters Score -354606.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -354681.406250 Penalty: 2866.535156
	Iteration 12Q: 3 clusters Score -354681.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -354748.375000 Penalty: 2866.535156
	Iteration 13Q: 3 clusters Score -354748.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -354798.187500 Penalty: 2866.535156
	Iteration 14Q: 3 clusters Score -354798.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -354834.281250 Penalty: 2866.535156
	Iteration 15Q: 3 clusters Score -354834.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -354862.500000 Penalty: 2866.535156
	Iteration 16Q: 3 clusters Score -354862.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -354886.437500 Penalty: 2866.535156
	Iteration 17Q: 3 clusters Score -354886.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -354908.062500 Penalty: 2866.535156
	Iteration 18Q: 3 clusters Score -354908.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -354926.375000 Penalty: 2866.535156
	Iteration 19Q: 3 clusters Score -354926.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -354942.468750 Penalty: 2866.535156
	Iteration 20F: 3 clusters Score -354942.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -354962.218750 Penalty: 2866.535156
	Iteration 21Q: 3 clusters Score -354962.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -354981.281250 Penalty: 2866.535156
	Iteration 22Q: 3 clusters Score -354981.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -355004.187500 Penalty: 2866.535156
	Iteration 23Q: 3 clusters Score -355004.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -355027.312500 Penalty: 2866.535156
	Iteration 24Q: 3 clusters Score -355027.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -355050.656250 Penalty: 2866.535156
	Iteration 25Q: 3 clusters Score -355050.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -355065.093750 Penalty: 2866.535156
	Iteration 26Q: 3 clusters Score -355065.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -355081.281250 Penalty: 2866.535156
	Iteration 27Q: 3 clusters Score -355081.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -355094.781250 Penalty: 2866.535156
	Iteration 28Q: 3 clusters Score -355094.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -355112.750000 Penalty: 2866.535156
	Iteration 29Q: 3 clusters Score -355112.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -355127.187500 Penalty: 2866.535156
	Iteration 30Q: 3 clusters Score -355127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -355139.343750 Penalty: 2866.535156
	Iteration 31Q: 3 clusters Score -355139.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -355146.218750 Penalty: 2866.535156
	Iteration 32Q: 3 clusters Score -355146.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -355152.812500 Penalty: 2866.535156
	Iteration 33Q: 3 clusters Score -355152.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -355156.812500 Penalty: 2866.535156
	Iteration 34Q: 3 clusters Score -355156.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -355162.687500 Penalty: 2866.535156
	Iteration 35Q: 3 clusters Score -355162.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -355170.562500 Penalty: 2866.535156
	Iteration 36Q: 3 clusters Score -355170.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -355178.000000 Penalty: 2866.535156
	Iteration 37Q: 3 clusters Score -355178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -355183.687500 Penalty: 2866.535156
	Iteration 38Q: 3 clusters Score -355183.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -355191.937500 Penalty: 2866.535156
	Iteration 39Q: 3 clusters Score -355191.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -355196.218750 Penalty: 2866.535156
	Iteration 40F: 3 clusters Score -355196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -355201.437500 Penalty: 2866.535156
	Iteration 41Q: 3 clusters Score -355201.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -355205.906250 Penalty: 2866.535156
	Iteration 42Q: 3 clusters Score -355205.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -355209.125000 Penalty: 2866.535156
	Iteration 43Q: 3 clusters Score -355209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -355212.281250 Penalty: 2866.535156
	Iteration 44Q: 3 clusters Score -355212.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -355214.656250 Penalty: 2866.535156
	Iteration 45Q: 3 clusters Score -355214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -355217.906250 Penalty: 2866.535156
	Iteration 46Q: 3 clusters Score -355217.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -355221.718750 Penalty: 2866.535156
	Iteration 47Q: 3 clusters Score -355221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -355226.718750 Penalty: 2866.535156
	Iteration 48Q: 3 clusters Score -355226.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -355228.781250 Penalty: 2866.535156
	Iteration 49Q: 3 clusters Score -355228.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -355234.812500 Penalty: 2866.535156
	Iteration 50Q: 3 clusters Score -355234.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -355240.125000 Penalty: 2866.535156
	Iteration 51Q: 3 clusters Score -355240.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -355244.531250 Penalty: 2866.535156
	Iteration 52Q: 3 clusters Score -355244.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -355251.093750 Penalty: 2866.535156
	Iteration 53Q: 3 clusters Score -355251.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -355255.062500 Penalty: 2866.535156
	Iteration 54Q: 3 clusters Score -355255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -355262.750000 Penalty: 2866.535156
	Iteration 55Q: 3 clusters Score -355262.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -355268.937500 Penalty: 2866.535156
	Iteration 56Q: 3 clusters Score -355268.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -355271.812500 Penalty: 2866.535156
	Iteration 57Q: 3 clusters Score -355271.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -355273.718750 Penalty: 2866.535156
	Iteration 58Q: 3 clusters Score -355273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -355278.062500 Penalty: 2866.535156
	Iteration 59Q: 3 clusters Score -355278.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -355282.187500 Penalty: 2866.535156
	Iteration 60F: 3 clusters Score -355282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -355285.218750 Penalty: 2866.535156
	Iteration 61Q: 3 clusters Score -355285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -355289.656250 Penalty: 2866.535156
	Iteration 62Q: 3 clusters Score -355289.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -355292.000000 Penalty: 2866.535156
	Iteration 63Q: 3 clusters Score -355292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -355296.343750 Penalty: 2866.535156
	Iteration 64Q: 3 clusters Score -355296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -355298.343750 Penalty: 2866.535156
	Iteration 65Q: 3 clusters Score -355298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -355299.843750 Penalty: 2866.535156
	Iteration 66Q: 3 clusters Score -355299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -355300.718750 Penalty: 2866.535156
	Iteration 67Q: 3 clusters Score -355300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -355301.812500 Penalty: 2866.535156
	Iteration 68Q: 3 clusters Score -355301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -355306.281250 Penalty: 2866.535156
	Iteration 69Q: 3 clusters Score -355306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -355308.437500 Penalty: 2866.535156
	Iteration 70Q: 3 clusters Score -355308.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -355310.875000 Penalty: 2866.535156
	Iteration 71Q: 3 clusters Score -355310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -355312.562500 Penalty: 2866.535156
	Iteration 72Q: 3 clusters Score -355312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -355313.218750 Penalty: 2866.535156
	Iteration 73Q: 3 clusters Score -355313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -355313.531250 Penalty: 2866.535156
	Iteration 74Q: 3 clusters Score -355313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -355314.812500 Penalty: 2866.535156
	Iteration 75Q: 3 clusters Score -355314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -355315.437500 Penalty: 2866.535156
	Iteration 76Q: 3 clusters Score -355315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -355315.968750 Penalty: 2866.535156
	Iteration 77Q: 3 clusters Score -355316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -355316.750000 Penalty: 2866.535156
	Iteration 78Q: 3 clusters Score -355316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -355318.218750 Penalty: 2866.535156
	Iteration 79Q: 3 clusters Score -355318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -355318.656250 Penalty: 2866.535156
	Iteration 80F: 3 clusters Score -355318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -355319.218750 Penalty: 2866.535156
	Iteration 81Q: 3 clusters Score -355319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -355318.343750 Penalty: 2866.535156
	Iteration 82Q: 3 clusters Score -355318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -355320.000000 Penalty: 2866.535156
	Iteration 83Q: 3 clusters Score -355320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -355321.250000 Penalty: 2866.535156
	Iteration 84Q: 3 clusters Score -355321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -355321.437500 Penalty: 2866.535156
	Iteration 85Q: 3 clusters Score -355321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -355321.312500 Penalty: 2866.535156
	Iteration 86Q: 3 clusters Score -355321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -355320.750000 Penalty: 2866.535156
	Iteration 87Q: 3 clusters Score -355320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -355321.781250 Penalty: 2866.535156
	Iteration 88Q: 3 clusters Score -355321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -355321.093750 Penalty: 2866.535156
	Iteration 89Q: 3 clusters Score -355321.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -355321.093750 Penalty: 2866.535156
	Iteration 90F: 3 clusters Score -355321.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -336360.125000 Penalty: 1404.593140
	Iteration 0F: 2 clusters Score -336360.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -331936.906250 Penalty: 2809.186279
	Iteration 0F: 3 clusters Score -331936.9 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -333203.437500 Penalty: 2809.186279
	Iteration 1F: 3 clusters Score -333203.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -333409.312500 Penalty: 2809.186279
	Iteration 2F: 3 clusters Score -333409.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -333568.906250 Penalty: 2809.186279
	Iteration 3F: 3 clusters Score -333568.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -333708.281250 Penalty: 2809.186279
	Iteration 4Q: 3 clusters Score -333708.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -333860.750000 Penalty: 2809.186279
	Iteration 5Q: 3 clusters Score -333860.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -334027.031250 Penalty: 2809.186279
	Iteration 6Q: 3 clusters Score -334027 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -334188.906250 Penalty: 2809.186279
	Iteration 7Q: 3 clusters Score -334188.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -334399.437500 Penalty: 2809.186279
	Iteration 8Q: 3 clusters Score -334399.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -334648.718750 Penalty: 2809.186279
	Iteration 9Q: 3 clusters Score -334648.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -334859.812500 Penalty: 2809.186279
	Iteration 10Q: 3 clusters Score -334859.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -335057.656250 Penalty: 2809.186279
	Iteration 11Q: 3 clusters Score -335057.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -335155.437500 Penalty: 2809.186279
	Iteration 12Q: 3 clusters Score -335155.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -335205.968750 Penalty: 2809.186279
	Iteration 13Q: 3 clusters Score -335206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -335241.375000 Penalty: 2809.186279
	Iteration 14Q: 3 clusters Score -335241.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -335265.781250 Penalty: 2809.186279
	Iteration 15Q: 3 clusters Score -335265.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -335290.531250 Penalty: 2809.186279
	Iteration 16Q: 3 clusters Score -335290.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -335304.187500 Penalty: 2809.186279
	Iteration 17Q: 3 clusters Score -335304.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -335315.562500 Penalty: 2809.186279
	Iteration 18Q: 3 clusters Score -335315.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -335326.062500 Penalty: 2809.186279
	Iteration 19Q: 3 clusters Score -335326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -335333.000000 Penalty: 2809.186279
	Iteration 20F: 3 clusters Score -335333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -335335.531250 Penalty: 2809.186279
	Iteration 21Q: 3 clusters Score -335335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -335338.968750 Penalty: 2809.186279
	Iteration 22Q: 3 clusters Score -335339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -335341.062500 Penalty: 2809.186279
	Iteration 23Q: 3 clusters Score -335341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -335343.562500 Penalty: 2809.186279
	Iteration 24Q: 3 clusters Score -335343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -335345.437500 Penalty: 2809.186279
	Iteration 25Q: 3 clusters Score -335345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -335346.656250 Penalty: 2809.186279
	Iteration 26Q: 3 clusters Score -335346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -335346.968750 Penalty: 2809.186279
	Iteration 27Q: 3 clusters Score -335347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -335347.781250 Penalty: 2809.186279
	Iteration 28Q: 3 clusters Score -335347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -335348.218750 Penalty: 2809.186279
	Iteration 29Q: 3 clusters Score -335348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -335348.218750 Penalty: 2809.186279
	Iteration 30F: 3 clusters Score -335348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -125112.257812 Penalty: 1255.652832
	Iteration 0F: 2 clusters Score -125112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -122857.382812 Penalty: 2511.305664
	Iteration 0F: 3 clusters Score -122857.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -123501.273438 Penalty: 2511.305664
	Iteration 1F: 3 clusters Score -123501.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -123761.625000 Penalty: 2511.305664
	Iteration 2F: 3 clusters Score -123761.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -124020.382812 Penalty: 2511.305664
	Iteration 3F: 3 clusters Score -124020.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -124248.609375 Penalty: 2511.305664
	Iteration 4F: 3 clusters Score -124248.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -124528.117188 Penalty: 2511.305664
	Iteration 5F: 3 clusters Score -124528.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -124735.640625 Penalty: 2511.305664
	Iteration 6Q: 3 clusters Score -124735.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -124801.859375 Penalty: 2511.305664
	Iteration 7Q: 3 clusters Score -124801.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -124825.554688 Penalty: 2511.305664
	Iteration 8Q: 3 clusters Score -124825.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -124842.859375 Penalty: 2511.305664
	Iteration 9Q: 3 clusters Score -124842.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -124848.984375 Penalty: 2511.305664
	Iteration 10Q: 3 clusters Score -124849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -124852.398438 Penalty: 2511.305664
	Iteration 11Q: 3 clusters Score -124852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -124853.453125 Penalty: 2511.305664
	Iteration 12Q: 3 clusters Score -124853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -124854.085938 Penalty: 2511.305664
	Iteration 13Q: 3 clusters Score -124854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -124854.085938 Penalty: 2511.305664
	Iteration 14F: 3 clusters Score -124854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -70061.296875 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -70061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -68197.062500 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -68197.06 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -68971.304688 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -68971.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -69429.460938 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -69429.46 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -69660.367188 Penalty: 2425.406494
	Iteration 3F: 3 clusters Score -69660.37 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -69806.757812 Penalty: 2425.406494
	Iteration 4F: 3 clusters Score -69806.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -69903.671875 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -69903.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -69977.093750 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -69977.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -70048.015625 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -70048.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -70099.023438 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -70099.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -70131.562500 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -70131.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -70152.890625 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -70152.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -70168.656250 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -70168.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -70192.414062 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -70192.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -70226.234375 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -70226.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -70244.515625 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -70244.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -70251.203125 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -70251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -70256.093750 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -70256.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -70261.625000 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -70261.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -70264.968750 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -70264.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -70269.171875 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -70269.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -70271.531250 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -70271.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -70273.921875 Penalty: 2425.406494
	Iteration 21Q: 3 clusters Score -70273.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -70277.484375 Penalty: 2425.406494
	Iteration 22Q: 3 clusters Score -70277.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -70287.828125 Penalty: 2425.406494
	Iteration 23Q: 3 clusters Score -70287.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70296.648438 Penalty: 2425.406494
	Iteration 24Q: 3 clusters Score -70296.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -70302.765625 Penalty: 2425.406494
	Iteration 25Q: 3 clusters Score -70302.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -70307.328125 Penalty: 2425.406494
	Iteration 26Q: 3 clusters Score -70307.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -70309.289062 Penalty: 2425.406494
	Iteration 27Q: 3 clusters Score -70309.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -70311.257812 Penalty: 2425.406494
	Iteration 28Q: 3 clusters Score -70311.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -70312.281250 Penalty: 2425.406494
	Iteration 29Q: 3 clusters Score -70312.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -70312.281250 Penalty: 2425.406494
	Iteration 30F: 3 clusters Score -70312.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 35934 members 
Mstep: Class 38 contains 1478 members 
Mstep: Class 39 contains 1071 members 
Entering Unmasked Estep 
Score: -30920304.000000 Penalty: 83762.359375
Splitting cluster 24 changes total score from -30907316.000000 to -30920304.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -172781.140625 Penalty: 1305.627441
	Iteration 0F: 2 clusters Score -172781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -170071.562500 Penalty: 2611.254883
	Iteration 0F: 3 clusters Score -170071.6 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -170956.281250 Penalty: 2611.254883
	Iteration 1F: 3 clusters Score -170956.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -171527.281250 Penalty: 2611.254883
	Iteration 2F: 3 clusters Score -171527.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -172207.343750 Penalty: 2611.254883
	Iteration 3F: 3 clusters Score -172207.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -172675.703125 Penalty: 2611.254883
	Iteration 4F: 3 clusters Score -172675.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -173026.000000 Penalty: 2611.254883
	Iteration 5F: 3 clusters Score -173026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -173258.390625 Penalty: 2611.254883
	Iteration 6Q: 3 clusters Score -173258.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -173503.031250 Penalty: 2611.254883
	Iteration 7Q: 3 clusters Score -173503 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -173909.703125 Penalty: 2611.254883
	Iteration 8Q: 3 clusters Score -173909.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -174472.390625 Penalty: 2611.254883
	Iteration 9Q: 3 clusters Score -174472.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -175293.140625 Penalty: 2611.254883
	Iteration 10Q: 3 clusters Score -175293.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -175425.859375 Penalty: 2611.254883
	Iteration 11Q: 3 clusters Score -175425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -175428.031250 Penalty: 2611.254883
	Iteration 12Q: 3 clusters Score -175428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -175428.875000 Penalty: 2611.254883
	Iteration 13Q: 3 clusters Score -175428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -175428.875000 Penalty: 2611.254883
	Iteration 14F: 3 clusters Score -175428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 35934 members 
Mstep: Class 38 contains 1478 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 1906 members 
Entering Unmasked Estep 
Score: -30922096.000000 Penalty: 85910.117188
Splitting cluster 25 changes total score from -30907316.000000 to -30922096.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -359581.218750 Penalty: 1415.529175
	Iteration 0F: 2 clusters Score -359581.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -355017.687500 Penalty: 2831.058350
	Iteration 0F: 3 clusters Score -355017.7 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -356922.312500 Penalty: 2831.058350
	Iteration 1F: 3 clusters Score -356922.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -357935.656250 Penalty: 2831.058350
	Iteration 2F: 3 clusters Score -357935.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -358978.343750 Penalty: 2831.058350
	Iteration 3F: 3 clusters Score -358978.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -359572.812500 Penalty: 2831.058350
	Iteration 4F: 3 clusters Score -359572.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -359897.187500 Penalty: 2831.058350
	Iteration 5Q: 3 clusters Score -359897.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -360064.281250 Penalty: 2831.058350
	Iteration 6Q: 3 clusters Score -360064.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -360151.218750 Penalty: 2831.058350
	Iteration 7Q: 3 clusters Score -360151.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -360204.468750 Penalty: 2831.058350
	Iteration 8Q: 3 clusters Score -360204.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -360244.062500 Penalty: 2831.058350
	Iteration 9Q: 3 clusters Score -360244.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -360275.125000 Penalty: 2831.058350
	Iteration 10Q: 3 clusters Score -360275.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -360295.500000 Penalty: 2831.058350
	Iteration 11Q: 3 clusters Score -360295.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -360310.000000 Penalty: 2831.058350
	Iteration 12Q: 3 clusters Score -360310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360321.093750 Penalty: 2831.058350
	Iteration 13Q: 3 clusters Score -360321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -360327.468750 Penalty: 2831.058350
	Iteration 14Q: 3 clusters Score -360327.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -360334.500000 Penalty: 2831.058350
	Iteration 15Q: 3 clusters Score -360334.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -360338.218750 Penalty: 2831.058350
	Iteration 16Q: 3 clusters Score -360338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -360341.625000 Penalty: 2831.058350
	Iteration 17Q: 3 clusters Score -360341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -360344.687500 Penalty: 2831.058350
	Iteration 18Q: 3 clusters Score -360344.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -360348.156250 Penalty: 2831.058350
	Iteration 19Q: 3 clusters Score -360348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -360350.875000 Penalty: 2831.058350
	Iteration 20F: 3 clusters Score -360350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -360352.718750 Penalty: 2831.058350
	Iteration 21Q: 3 clusters Score -360352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -360354.250000 Penalty: 2831.058350
	Iteration 22Q: 3 clusters Score -360354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -360354.187500 Penalty: 2831.058350
	Iteration 23Q: 3 clusters Score -360354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -360355.343750 Penalty: 2831.058350
	Iteration 24Q: 3 clusters Score -360355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -360356.156250 Penalty: 2831.058350
	Iteration 25Q: 3 clusters Score -360356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -360355.906250 Penalty: 2831.058350
	Iteration 26Q: 3 clusters Score -360355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -360356.218750 Penalty: 2831.058350
	Iteration 27Q: 3 clusters Score -360356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -360357.187500 Penalty: 2831.058350
	Iteration 28Q: 3 clusters Score -360357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -360357.187500 Penalty: 2831.058350
	Iteration 29F: 3 clusters Score -360357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 4398 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 35934 members 
Mstep: Class 38 contains 1478 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 1906 members 
Mstep: Class 41 contains 1671 members 
Entering Unmasked Estep 
Score: -30922152.000000 Penalty: 88057.867188
Splitting cluster 26 changes total score from -30907316.000000 to -30922152.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -130770.945312 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -130770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -128421.812500 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -128421.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128996.742188 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -128996.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129157.093750 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -129157.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -129287.460938 Penalty: 2526.418213
	Iteration 3F: 3 clusters Score -129287.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -129378.976562 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -129379 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -129467.765625 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -129467.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -129599.515625 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -129599.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -129704.312500 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -129704.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -129798.398438 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -129798.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -129907.187500 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -129907.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -130053.898438 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -130053.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -130198.609375 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -130198.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130289.820312 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -130289.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -130358.773438 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -130358.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -130404.492188 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -130404.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130423.007812 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -130423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130427.296875 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -130427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130427.742188 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -130427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130427.742188 Penalty: 2526.418213
	Iteration 18F: 3 clusters Score -130427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -195917.046875 Penalty: 1329.302124
	Iteration 0F: 2 clusters Score -195917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -192908.109375 Penalty: 2658.604248
	Iteration 0F: 3 clusters Score -192908.1 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -193811.281250 Penalty: 2658.604248
	Iteration 1F: 3 clusters Score -193811.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -194085.375000 Penalty: 2658.604248
	Iteration 2F: 3 clusters Score -194085.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -194359.234375 Penalty: 2658.604248
	Iteration 3F: 3 clusters Score -194359.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -194596.187500 Penalty: 2658.604248
	Iteration 4F: 3 clusters Score -194596.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -194796.515625 Penalty: 2658.604248
	Iteration 5F: 3 clusters Score -194796.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -194955.921875 Penalty: 2658.604248
	Iteration 6Q: 3 clusters Score -194955.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -195083.562500 Penalty: 2658.604248
	Iteration 7Q: 3 clusters Score -195083.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -195183.671875 Penalty: 2658.604248
	Iteration 8Q: 3 clusters Score -195183.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -195262.593750 Penalty: 2658.604248
	Iteration 9Q: 3 clusters Score -195262.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -195313.171875 Penalty: 2658.604248
	Iteration 10Q: 3 clusters Score -195313.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -195357.765625 Penalty: 2658.604248
	Iteration 11Q: 3 clusters Score -195357.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -195403.625000 Penalty: 2658.604248
	Iteration 12Q: 3 clusters Score -195403.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -195453.968750 Penalty: 2658.604248
	Iteration 13Q: 3 clusters Score -195454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -195490.062500 Penalty: 2658.604248
	Iteration 14Q: 3 clusters Score -195490.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -195508.390625 Penalty: 2658.604248
	Iteration 15Q: 3 clusters Score -195508.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -195519.140625 Penalty: 2658.604248
	Iteration 16Q: 3 clusters Score -195519.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -195525.734375 Penalty: 2658.604248
	Iteration 17Q: 3 clusters Score -195525.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -195530.609375 Penalty: 2658.604248
	Iteration 18Q: 3 clusters Score -195530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -195535.218750 Penalty: 2658.604248
	Iteration 19Q: 3 clusters Score -195535.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -195538.953125 Penalty: 2658.604248
	Iteration 20F: 3 clusters Score -195539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -195541.484375 Penalty: 2658.604248
	Iteration 21Q: 3 clusters Score -195541.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -195542.437500 Penalty: 2658.604248
	Iteration 22Q: 3 clusters Score -195542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -195543.281250 Penalty: 2658.604248
	Iteration 23Q: 3 clusters Score -195543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -195544.718750 Penalty: 2658.604248
	Iteration 24Q: 3 clusters Score -195544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -195544.687500 Penalty: 2658.604248
	Iteration 25Q: 3 clusters Score -195544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -195545.078125 Penalty: 2658.604248
	Iteration 26Q: 3 clusters Score -195545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -195545.265625 Penalty: 2658.604248
	Iteration 27Q: 3 clusters Score -195545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -195545.218750 Penalty: 2658.604248
	Iteration 28Q: 3 clusters Score -195545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -195546.031250 Penalty: 2658.604248
	Iteration 29Q: 3 clusters Score -195546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -195546.250000 Penalty: 2658.604248
	Iteration 30Q: 3 clusters Score -195546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -195546.390625 Penalty: 2658.604248
	Iteration 31Q: 3 clusters Score -195546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -195546.390625 Penalty: 2658.604248
	Iteration 32F: 3 clusters Score -195546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -97033.351562 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -97033.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95160.398438 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -95160.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -95640.679688 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -95640.68 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -95804.500000 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -95804.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -95911.671875 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -95911.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -95976.406250 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -95976.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -96013.437500 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -96013.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -96042.710938 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -96042.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -96064.296875 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -96064.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -96078.304688 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -96078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -96085.187500 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -96085.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -96094.703125 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -96094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -96100.703125 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -96100.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -96110.718750 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -96110.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -96121.054688 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -96121.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -96130.875000 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -96130.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -96139.546875 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -96139.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -96142.226562 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -96142.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -96144.945312 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -96144.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -96149.656250 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -96149.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -96154.593750 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -96154.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -96156.179688 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -96156.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -96157.179688 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -96157.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -96157.429688 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -96157.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -96157.429688 Penalty: 2415.941650
	Iteration 23F: 3 clusters Score -96157.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -333038.437500 Penalty: 1407.769409
	Iteration 0F: 2 clusters Score -333038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -328563.687500 Penalty: 2815.538818
	Iteration 0F: 3 clusters Score -328563.7 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -329906.187500 Penalty: 2815.538818
	Iteration 1F: 3 clusters Score -329906.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -330157.218750 Penalty: 2815.538818
	Iteration 2F: 3 clusters Score -330157.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -330381.218750 Penalty: 2815.538818
	Iteration 3F: 3 clusters Score -330381.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -330578.906250 Penalty: 2815.538818
	Iteration 4F: 3 clusters Score -330578.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -330750.187500 Penalty: 2815.538818
	Iteration 5F: 3 clusters Score -330750.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -330915.906250 Penalty: 2815.538818
	Iteration 6Q: 3 clusters Score -330915.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -331076.062500 Penalty: 2815.538818
	Iteration 7Q: 3 clusters Score -331076.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -331233.500000 Penalty: 2815.538818
	Iteration 8Q: 3 clusters Score -331233.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -331372.500000 Penalty: 2815.538818
	Iteration 9Q: 3 clusters Score -331372.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -331511.031250 Penalty: 2815.538818
	Iteration 10Q: 3 clusters Score -331511 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -331645.875000 Penalty: 2815.538818
	Iteration 11Q: 3 clusters Score -331645.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -331790.000000 Penalty: 2815.538818
	Iteration 12Q: 3 clusters Score -331790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -331957.500000 Penalty: 2815.538818
	Iteration 13Q: 3 clusters Score -331957.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -332185.031250 Penalty: 2815.538818
	Iteration 14Q: 3 clusters Score -332185 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -332420.312500 Penalty: 2815.538818
	Iteration 15Q: 3 clusters Score -332420.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -332574.843750 Penalty: 2815.538818
	Iteration 16Q: 3 clusters Score -332574.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -332682.437500 Penalty: 2815.538818
	Iteration 17Q: 3 clusters Score -332682.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -332770.593750 Penalty: 2815.538818
	Iteration 18Q: 3 clusters Score -332770.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -332853.687500 Penalty: 2815.538818
	Iteration 19Q: 3 clusters Score -332853.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -332929.531250 Penalty: 2815.538818
	Iteration 20F: 3 clusters Score -332929.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -332977.437500 Penalty: 2815.538818
	Iteration 21Q: 3 clusters Score -332977.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -333018.000000 Penalty: 2815.538818
	Iteration 22Q: 3 clusters Score -333018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -333042.031250 Penalty: 2815.538818
	Iteration 23Q: 3 clusters Score -333042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -333061.625000 Penalty: 2815.538818
	Iteration 24Q: 3 clusters Score -333061.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -333085.781250 Penalty: 2815.538818
	Iteration 25Q: 3 clusters Score -333085.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -333099.062500 Penalty: 2815.538818
	Iteration 26Q: 3 clusters Score -333099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -333109.375000 Penalty: 2815.538818
	Iteration 27Q: 3 clusters Score -333109.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -333117.031250 Penalty: 2815.538818
	Iteration 28Q: 3 clusters Score -333117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -333124.031250 Penalty: 2815.538818
	Iteration 29Q: 3 clusters Score -333124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -333133.875000 Penalty: 2815.538818
	Iteration 30Q: 3 clusters Score -333133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -333140.531250 Penalty: 2815.538818
	Iteration 31Q: 3 clusters Score -333140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -333145.156250 Penalty: 2815.538818
	Iteration 32Q: 3 clusters Score -333145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -333148.312500 Penalty: 2815.538818
	Iteration 33Q: 3 clusters Score -333148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -333150.406250 Penalty: 2815.538818
	Iteration 34Q: 3 clusters Score -333150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -333153.406250 Penalty: 2815.538818
	Iteration 35Q: 3 clusters Score -333153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -333153.562500 Penalty: 2815.538818
	Iteration 36Q: 3 clusters Score -333153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -333156.281250 Penalty: 2815.538818
	Iteration 37Q: 3 clusters Score -333156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -333158.062500 Penalty: 2815.538818
	Iteration 38Q: 3 clusters Score -333158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -333159.031250 Penalty: 2815.538818
	Iteration 39Q: 3 clusters Score -333159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -333159.812500 Penalty: 2815.538818
	Iteration 40F: 3 clusters Score -333159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 4398 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 1001 members 
Mstep: Class 32 contains 21284 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 76629 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 35934 members 
Mstep: Class 38 contains 1478 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 1906 members 
Mstep: Class 41 contains 1671 members 
Mstep: Class 42 contains 4785 members 
Entering Unmasked Estep 
Score: -30921516.000000 Penalty: 90205.625000
Splitting cluster 31 changes total score from -30907316.000000 to -30921516.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 74681 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 18675 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 64541 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 4398 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 31 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30927136.000000 Penalty: 90205.625000
Iteration 79Q: 43 clusters Score -3.092714e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 17879 members 
Mstep: Class 3 contains 75023 members 
Mstep: Class 4 contains 13268 members 
Mstep: Class 5 contains 19182 members 
Mstep: Class 6 contains 2388 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 9452 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 6596 members 
Mstep: Class 13 contains 4791 members 
Mstep: Class 14 contains 4989 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 24088 members 
Mstep: Class 17 contains 65075 members 
Mstep: Class 18 contains 20958 members 
Mstep: Class 19 contains 8485 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 5615 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 706 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 2371 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 681 members 
Mstep: Class 31 contains 1037 members 
Mstep: Class 32 contains 20091 members 
Mstep: Class 33 contains 3310 members 
Mstep: Class 34 contains 3536 members 
Mstep: Class 35 contains 76182 members 
Mstep: Class 36 contains 1669 members 
Mstep: Class 37 contains 34976 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 1028 members 
Mstep: Class 40 contains 1857 members 
Mstep: Class 41 contains 1634 members 
Mstep: Class 42 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932256.000000 Penalty: 90205.625000
Iteration 80F: 43 clusters Score -3.093226e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 17857 members 
Mstep: Class 3 contains 74148 members 
Mstep: Class 4 contains 13212 members 
Mstep: Class 5 contains 18425 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 3232 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 24037 members 
Mstep: Class 17 contains 65233 members 
Mstep: Class 18 contains 20855 members 
Mstep: Class 19 contains 8489 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 1163 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 3526 members 
Mstep: Class 29 contains 1697 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1044 members 
Mstep: Class 32 contains 20364 members 
Mstep: Class 33 contains 3334 members 
Mstep: Class 34 contains 3547 members 
Mstep: Class 35 contains 76117 members 
Mstep: Class 36 contains 1685 members 
Mstep: Class 37 contains 35908 members 
Mstep: Class 38 contains 1377 members 
Mstep: Class 39 contains 1130 members 
Mstep: Class 40 contains 2388 members 
Mstep: Class 41 contains 1730 members 
Mstep: Class 42 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30934558.000000 Penalty: 90205.625000
Iteration 81Q: 43 clusters Score -3.093456e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 17845 members 
Mstep: Class 3 contains 73559 members 
Mstep: Class 4 contains 13194 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 23993 members 
Mstep: Class 17 contains 65411 members 
Mstep: Class 18 contains 20844 members 
Mstep: Class 19 contains 8491 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 2256 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1152 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 1706 members 
Mstep: Class 30 contains 797 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 20457 members 
Mstep: Class 33 contains 3331 members 
Mstep: Class 34 contains 3553 members 
Mstep: Class 35 contains 76094 members 
Mstep: Class 36 contains 1696 members 
Mstep: Class 37 contains 36699 members 
Mstep: Class 38 contains 1373 members 
Mstep: Class 39 contains 1171 members 
Mstep: Class 40 contains 2683 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30935742.000000 Penalty: 90205.625000
Iteration 82Q: 43 clusters Score -3.093574e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 17827 members 
Mstep: Class 3 contains 73057 members 
Mstep: Class 4 contains 13178 members 
Mstep: Class 5 contains 17089 members 
Mstep: Class 6 contains 2364 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 9313 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 6491 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 17 contains 65572 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 19 contains 8498 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 5378 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 2352 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 1715 members 
Mstep: Class 30 contains 818 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 20525 members 
Mstep: Class 33 contains 3330 members 
Mstep: Class 34 contains 3556 members 
Mstep: Class 35 contains 76091 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 37426 members 
Mstep: Class 38 contains 1369 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 2878 members 
Mstep: Class 41 contains 1824 members 
Mstep: Class 42 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936348.000000 Penalty: 90205.625000
Iteration 83Q: 43 clusters Score -3.093635e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 17816 members 
Mstep: Class 3 contains 72609 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 16457 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 9292 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 65703 members 
Mstep: Class 18 contains 20779 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 2252 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 1147 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 1718 members 
Mstep: Class 30 contains 833 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 20621 members 
Mstep: Class 33 contains 3333 members 
Mstep: Class 34 contains 3555 members 
Mstep: Class 35 contains 76083 members 
Mstep: Class 36 contains 1708 members 
Mstep: Class 37 contains 38122 members 
Mstep: Class 38 contains 1369 members 
Mstep: Class 39 contains 1201 members 
Mstep: Class 40 contains 3024 members 
Mstep: Class 41 contains 1848 members 
Mstep: Class 42 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936858.000000 Penalty: 90205.625000
Iteration 84Q: 43 clusters Score -3.093686e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 17798 members 
Mstep: Class 3 contains 72224 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 15854 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 3920 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 65784 members 
Mstep: Class 18 contains 20762 members 
Mstep: Class 19 contains 8502 members 
Mstep: Class 20 contains 3511 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 5307 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 1146 members 
Mstep: Class 26 contains 4913 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 20728 members 
Mstep: Class 33 contains 3324 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76090 members 
Mstep: Class 36 contains 1706 members 
Mstep: Class 37 contains 38780 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 1210 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 1874 members 
Mstep: Class 42 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937246.000000 Penalty: 90205.625000
Iteration 85Q: 43 clusters Score -3.093725e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 17796 members 
Mstep: Class 3 contains 71899 members 
Mstep: Class 4 contains 13168 members 
Mstep: Class 5 contains 15248 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3259 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 3908 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 65850 members 
Mstep: Class 18 contains 20751 members 
Mstep: Class 19 contains 8503 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 2249 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 2337 members 
Mstep: Class 28 contains 3464 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 840 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 20817 members 
Mstep: Class 33 contains 3319 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76081 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 39408 members 
Mstep: Class 38 contains 1369 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 3256 members 
Mstep: Class 41 contains 1888 members 
Mstep: Class 42 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937700.000000 Penalty: 90205.625000
Iteration 86Q: 43 clusters Score -3.09377e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 17785 members 
Mstep: Class 3 contains 71614 members 
Mstep: Class 4 contains 13167 members 
Mstep: Class 5 contains 14642 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3279 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 10 contains 3899 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 4488 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24035 members 
Mstep: Class 17 contains 65901 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 8504 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 5279 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 4964 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 841 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 20918 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 3555 members 
Mstep: Class 35 contains 76075 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 40035 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 3347 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938112.000000 Penalty: 90205.625000
Iteration 87Q: 43 clusters Score -3.093811e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 17763 members 
Mstep: Class 3 contains 71382 members 
Mstep: Class 4 contains 13164 members 
Mstep: Class 5 contains 14065 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 9308 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 6498 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24037 members 
Mstep: Class 17 contains 65935 members 
Mstep: Class 18 contains 20699 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3506 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 5266 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 4982 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1734 members 
Mstep: Class 30 contains 847 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 21017 members 
Mstep: Class 33 contains 3309 members 
Mstep: Class 34 contains 3556 members 
Mstep: Class 35 contains 76059 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 40638 members 
Mstep: Class 38 contains 1369 members 
Mstep: Class 39 contains 1233 members 
Mstep: Class 40 contains 3410 members 
Mstep: Class 41 contains 1919 members 
Mstep: Class 42 contains 4962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938408.000000 Penalty: 90205.625000
Iteration 88Q: 43 clusters Score -3.093841e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 17750 members 
Mstep: Class 3 contains 71156 members 
Mstep: Class 4 contains 13164 members 
Mstep: Class 5 contains 13555 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3317 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 9316 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 65952 members 
Mstep: Class 18 contains 20692 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 5257 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 2326 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1738 members 
Mstep: Class 30 contains 848 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 21128 members 
Mstep: Class 33 contains 3304 members 
Mstep: Class 34 contains 3556 members 
Mstep: Class 35 contains 76052 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 41174 members 
Mstep: Class 38 contains 1367 members 
Mstep: Class 39 contains 1239 members 
Mstep: Class 40 contains 3448 members 
Mstep: Class 41 contains 1932 members 
Mstep: Class 42 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938648.000000 Penalty: 90205.625000
Iteration 89Q: 43 clusters Score -3.093865e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 17746 members 
Mstep: Class 3 contains 70971 members 
Mstep: Class 4 contains 13162 members 
Mstep: Class 5 contains 13055 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 9323 members 
Mstep: Class 10 contains 3888 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 6498 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24040 members 
Mstep: Class 17 contains 65972 members 
Mstep: Class 18 contains 20687 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 5002 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 851 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21234 members 
Mstep: Class 33 contains 3299 members 
Mstep: Class 34 contains 3556 members 
Mstep: Class 35 contains 76057 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 41694 members 
Mstep: Class 38 contains 1365 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 3470 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938780.000000 Penalty: 90205.625000
Iteration 90Q: 43 clusters Score -3.093878e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 17746 members 
Mstep: Class 3 contains 70811 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3349 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 10 contains 3884 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 65966 members 
Mstep: Class 18 contains 20683 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6747 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 2325 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 852 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21328 members 
Mstep: Class 33 contains 3296 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76064 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 42165 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 3485 members 
Mstep: Class 41 contains 1948 members 
Mstep: Class 42 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939014.000000 Penalty: 90205.625000
Iteration 91Q: 43 clusters Score -3.093901e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 17738 members 
Mstep: Class 3 contains 70661 members 
Mstep: Class 4 contains 13158 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 65975 members 
Mstep: Class 18 contains 20679 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5240 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 2323 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 855 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21419 members 
Mstep: Class 33 contains 3296 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76067 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 42615 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 3502 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939158.000000 Penalty: 90205.625000
Iteration 92Q: 43 clusters Score -3.093916e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 17737 members 
Mstep: Class 3 contains 70523 members 
Mstep: Class 4 contains 13157 members 
Mstep: Class 5 contains 11786 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24074 members 
Mstep: Class 17 contains 65987 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5239 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 4972 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 858 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21509 members 
Mstep: Class 33 contains 3296 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76077 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 43028 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 3508 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939246.000000 Penalty: 90205.625000
Iteration 93Q: 43 clusters Score -3.093925e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17738 members 
Mstep: Class 3 contains 70378 members 
Mstep: Class 4 contains 13157 members 
Mstep: Class 5 contains 11408 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3393 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 65997 members 
Mstep: Class 18 contains 20666 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 5236 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 859 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21597 members 
Mstep: Class 33 contains 3294 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76084 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 43416 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 3511 members 
Mstep: Class 41 contains 1980 members 
Mstep: Class 42 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939414.000000 Penalty: 90205.625000
Iteration 94Q: 43 clusters Score -3.093941e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 17736 members 
Mstep: Class 3 contains 70244 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 11047 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3411 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 3882 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24109 members 
Mstep: Class 17 contains 65997 members 
Mstep: Class 18 contains 20651 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21692 members 
Mstep: Class 33 contains 3291 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76097 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 43795 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1248 members 
Mstep: Class 40 contains 3511 members 
Mstep: Class 41 contains 1984 members 
Mstep: Class 42 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939544.000000 Penalty: 90205.625000
Iteration 95Q: 43 clusters Score -3.093954e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 17730 members 
Mstep: Class 3 contains 70132 members 
Mstep: Class 4 contains 13156 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 4370 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 66002 members 
Mstep: Class 18 contains 20629 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 5227 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21789 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76106 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 44151 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1248 members 
Mstep: Class 40 contains 3516 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 4993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939678.000000 Penalty: 90205.625000
Iteration 96Q: 43 clusters Score -3.093968e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 17734 members 
Mstep: Class 3 contains 70028 members 
Mstep: Class 4 contains 13157 members 
Mstep: Class 5 contains 10403 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3432 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 9339 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 6472 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24120 members 
Mstep: Class 17 contains 66017 members 
Mstep: Class 18 contains 20614 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5225 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 2308 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 865 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21872 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76113 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 44472 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 3520 members 
Mstep: Class 41 contains 1996 members 
Mstep: Class 42 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939678.000000 Penalty: 90205.625000
Iteration 97Q: 43 clusters Score -3.093968e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 69909 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 10117 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 9336 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24123 members 
Mstep: Class 17 contains 66027 members 
Mstep: Class 18 contains 20604 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 869 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 21964 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3554 members 
Mstep: Class 35 contains 76121 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 44774 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 3521 members 
Mstep: Class 41 contains 2003 members 
Mstep: Class 42 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939702.000000 Penalty: 90205.625000
Iteration 98Q: 43 clusters Score -3.09397e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 17729 members 
Mstep: Class 3 contains 69798 members 
Mstep: Class 4 contains 13154 members 
Mstep: Class 5 contains 9827 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 9335 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 6468 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24127 members 
Mstep: Class 17 contains 66035 members 
Mstep: Class 18 contains 20597 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4882 members 
Mstep: Class 27 contains 2308 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 869 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22048 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 3553 members 
Mstep: Class 35 contains 76120 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 45074 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1250 members 
Mstep: Class 40 contains 3521 members 
Mstep: Class 41 contains 2008 members 
Mstep: Class 42 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939788.000000 Penalty: 90205.625000
Iteration 99Q: 43 clusters Score -3.093979e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 69701 members 
Mstep: Class 4 contains 13152 members 
Mstep: Class 5 contains 9559 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 9335 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 66044 members 
Mstep: Class 18 contains 20592 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 870 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22129 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76118 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 45338 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 3521 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939766.000000 Penalty: 90205.625000
Iteration 100F: 43 clusters Score -3.093977e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 69600 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 9340 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24137 members 
Mstep: Class 17 contains 66043 members 
Mstep: Class 18 contains 20590 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4867 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22205 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76113 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 45558 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 3534 members 
Mstep: Class 41 contains 2014 members 
Mstep: Class 42 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939848.000000 Penalty: 90205.625000
Iteration 101Q: 43 clusters Score -3.093985e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17732 members 
Mstep: Class 3 contains 69522 members 
Mstep: Class 4 contains 13149 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3494 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24141 members 
Mstep: Class 17 contains 66041 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5214 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22250 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76109 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 45767 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 3544 members 
Mstep: Class 41 contains 2014 members 
Mstep: Class 42 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939924.000000 Penalty: 90205.625000
Iteration 102Q: 43 clusters Score -3.093992e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17725 members 
Mstep: Class 3 contains 69441 members 
Mstep: Class 4 contains 13148 members 
Mstep: Class 5 contains 8970 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24146 members 
Mstep: Class 17 contains 66050 members 
Mstep: Class 18 contains 20592 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22293 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76104 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 45947 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1266 members 
Mstep: Class 40 contains 3551 members 
Mstep: Class 41 contains 2016 members 
Mstep: Class 42 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940016.000000 Penalty: 90205.625000
Iteration 103Q: 43 clusters Score -3.094002e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17719 members 
Mstep: Class 3 contains 69370 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24149 members 
Mstep: Class 17 contains 66061 members 
Mstep: Class 18 contains 20596 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5212 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4861 members 
Mstep: Class 27 contains 2308 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22327 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76103 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 46126 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1266 members 
Mstep: Class 40 contains 3559 members 
Mstep: Class 41 contains 2019 members 
Mstep: Class 42 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940052.000000 Penalty: 90205.625000
Iteration 104Q: 43 clusters Score -3.094005e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17714 members 
Mstep: Class 3 contains 69291 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24153 members 
Mstep: Class 17 contains 66066 members 
Mstep: Class 18 contains 20597 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5211 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22371 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76106 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 46319 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940082.000000 Penalty: 90205.625000
Iteration 105Q: 43 clusters Score -3.094008e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17720 members 
Mstep: Class 3 contains 69217 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 17 contains 66080 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22416 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76108 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 46496 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 3579 members 
Mstep: Class 41 contains 2019 members 
Mstep: Class 42 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940138.000000 Penalty: 90205.625000
Iteration 106Q: 43 clusters Score -3.094014e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17721 members 
Mstep: Class 3 contains 69133 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9347 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24161 members 
Mstep: Class 17 contains 66083 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22471 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76109 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 46652 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 3584 members 
Mstep: Class 41 contains 2019 members 
Mstep: Class 42 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940182.000000 Penalty: 90205.625000
Iteration 107Q: 43 clusters Score -3.094018e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17725 members 
Mstep: Class 3 contains 69076 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 2364 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24161 members 
Mstep: Class 17 contains 66088 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22517 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76110 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 46800 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 3587 members 
Mstep: Class 41 contains 2019 members 
Mstep: Class 42 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940188.000000 Penalty: 90205.625000
Iteration 108Q: 43 clusters Score -3.094019e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17723 members 
Mstep: Class 3 contains 69030 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24157 members 
Mstep: Class 17 contains 66088 members 
Mstep: Class 18 contains 20583 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5212 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22553 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76117 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 46916 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 3590 members 
Mstep: Class 41 contains 2020 members 
Mstep: Class 42 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940172.000000 Penalty: 90205.625000
Iteration 109Q: 43 clusters Score -3.094017e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17716 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 17 contains 66088 members 
Mstep: Class 18 contains 20580 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5215 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22572 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3552 members 
Mstep: Class 35 contains 76128 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47027 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 3592 members 
Mstep: Class 41 contains 2021 members 
Mstep: Class 42 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940258.000000 Penalty: 90205.625000
Iteration 110Q: 43 clusters Score -3.094026e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17713 members 
Mstep: Class 3 contains 68964 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 66089 members 
Mstep: Class 18 contains 20578 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22594 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76136 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47146 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 3595 members 
Mstep: Class 41 contains 2020 members 
Mstep: Class 42 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940244.000000 Penalty: 90205.625000
Iteration 111Q: 43 clusters Score -3.094024e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17711 members 
Mstep: Class 3 contains 68941 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 66086 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22610 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76140 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47253 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1272 members 
Mstep: Class 40 contains 3597 members 
Mstep: Class 41 contains 2021 members 
Mstep: Class 42 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940342.000000 Penalty: 90205.625000
Iteration 112Q: 43 clusters Score -3.094034e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17712 members 
Mstep: Class 3 contains 68917 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 66084 members 
Mstep: Class 18 contains 20590 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22625 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76140 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47359 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940360.000000 Penalty: 90205.625000
Iteration 113Q: 43 clusters Score -3.094036e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17712 members 
Mstep: Class 3 contains 68892 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 66079 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22639 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76145 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47460 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 3603 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940384.000000 Penalty: 90205.625000
Iteration 114Q: 43 clusters Score -3.094038e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17715 members 
Mstep: Class 3 contains 68868 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 66074 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22650 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76153 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47552 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 3605 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940340.000000 Penalty: 90205.625000
Iteration 115Q: 43 clusters Score -3.094034e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 68852 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 66065 members 
Mstep: Class 18 contains 20581 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22664 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76164 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47633 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 3604 members 
Mstep: Class 41 contains 2023 members 
Mstep: Class 42 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940346.000000 Penalty: 90205.625000
Iteration 116Q: 43 clusters Score -3.094035e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17723 members 
Mstep: Class 3 contains 68832 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 7229 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 66057 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22677 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76168 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47712 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 3606 members 
Mstep: Class 41 contains 2023 members 
Mstep: Class 42 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940450.000000 Penalty: 90205.625000
Iteration 117Q: 43 clusters Score -3.094045e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17727 members 
Mstep: Class 3 contains 68810 members 
Mstep: Class 4 contains 13146 members 
Mstep: Class 5 contains 7134 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24167 members 
Mstep: Class 17 contains 66050 members 
Mstep: Class 18 contains 20580 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 873 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22695 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76169 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47806 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 1281 members 
Mstep: Class 40 contains 3609 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940416.000000 Penalty: 90205.625000
Iteration 118Q: 43 clusters Score -3.094042e+07 nChanged 223
Entering ConstructFrom: 
Score: -30940416.000000 Penalty: 90205.625000
Entering ConstructFrom: 
Trying to split cluster 1 (81297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Entering Unmasked Estep 
Score: -4817791.000000 Penalty: 1837.203003
	Iteration 0F: 2 clusters Score -4817791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -4763604.500000 Penalty: 3674.406006
	Iteration 0F: 3 clusters Score -4763604 nChanged 38658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -4785995.500000 Penalty: 3674.406006
	Iteration 1F: 3 clusters Score -4785996 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4786590.500000 Penalty: 3674.406006
	Iteration 2Q: 3 clusters Score -4786590 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -4787344.500000 Penalty: 3674.406006
	Iteration 3Q: 3 clusters Score -4787344 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4788364.000000 Penalty: 3674.406006
	Iteration 4Q: 3 clusters Score -4788364 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4789869.500000 Penalty: 3674.406006
	Iteration 5Q: 3 clusters Score -4789870 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4791929.000000 Penalty: 3674.406006
	Iteration 6F: 3 clusters Score -4791929 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4794336.500000 Penalty: 3674.406006
	Iteration 7F: 3 clusters Score -4794336 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -4796721.000000 Penalty: 3674.406006
	Iteration 8F: 3 clusters Score -4796721 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4798796.000000 Penalty: 3674.406006
	Iteration 9F: 3 clusters Score -4798796 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4800664.500000 Penalty: 3674.406006
	Iteration 10Q: 3 clusters Score -4800664 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4802643.000000 Penalty: 3674.406006
	Iteration 11Q: 3 clusters Score -4802643 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4804722.000000 Penalty: 3674.406006
	Iteration 12Q: 3 clusters Score -4804722 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4806986.500000 Penalty: 3674.406006
	Iteration 13Q: 3 clusters Score -4806986 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4809272.000000 Penalty: 3674.406006
	Iteration 14Q: 3 clusters Score -4809272 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4811068.000000 Penalty: 3674.406006
	Iteration 15Q: 3 clusters Score -4811068 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4812503.000000 Penalty: 3674.406006
	Iteration 16Q: 3 clusters Score -4812503 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4813510.500000 Penalty: 3674.406006
	Iteration 17Q: 3 clusters Score -4813510 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4814226.000000 Penalty: 3674.406006
	Iteration 18Q: 3 clusters Score -4814226 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4814756.000000 Penalty: 3674.406006
	Iteration 19Q: 3 clusters Score -4814756 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4815133.000000 Penalty: 3674.406006
	Iteration 20F: 3 clusters Score -4815133 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4815409.500000 Penalty: 3674.406006
	Iteration 21Q: 3 clusters Score -4815410 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4815606.500000 Penalty: 3674.406006
	Iteration 22Q: 3 clusters Score -4815606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4815719.500000 Penalty: 3674.406006
	Iteration 23Q: 3 clusters Score -4815720 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4815834.000000 Penalty: 3674.406006
	Iteration 24Q: 3 clusters Score -4815834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4815928.000000 Penalty: 3674.406006
	Iteration 25Q: 3 clusters Score -4815928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4815971.500000 Penalty: 3674.406006
	Iteration 26Q: 3 clusters Score -4815972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4816024.000000 Penalty: 3674.406006
	Iteration 27Q: 3 clusters Score -4816024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4816058.500000 Penalty: 3674.406006
	Iteration 28Q: 3 clusters Score -4816058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4816078.000000 Penalty: 3674.406006
	Iteration 29Q: 3 clusters Score -4816078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4816106.000000 Penalty: 3674.406006
	Iteration 30Q: 3 clusters Score -4816106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4816111.500000 Penalty: 3674.406006
	Iteration 31Q: 3 clusters Score -4816112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4816128.000000 Penalty: 3674.406006
	Iteration 32Q: 3 clusters Score -4816128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4816149.000000 Penalty: 3674.406006
	Iteration 33Q: 3 clusters Score -4816149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4816159.500000 Penalty: 3674.406006
	Iteration 34Q: 3 clusters Score -4816160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4816167.000000 Penalty: 3674.406006
	Iteration 35Q: 3 clusters Score -4816167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4816179.500000 Penalty: 3674.406006
	Iteration 36Q: 3 clusters Score -4816180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4816187.500000 Penalty: 3674.406006
	Iteration 37Q: 3 clusters Score -4816188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4816201.500000 Penalty: 3674.406006
	Iteration 38Q: 3 clusters Score -4816202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4816212.500000 Penalty: 3674.406006
	Iteration 39Q: 3 clusters Score -4816212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4816213.000000 Penalty: 3674.406006
	Iteration 40F: 3 clusters Score -4816213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4816222.500000 Penalty: 3674.406006
	Iteration 41Q: 3 clusters Score -4816222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4816220.000000 Penalty: 3674.406006
	Iteration 42Q: 3 clusters Score -4816220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4816223.500000 Penalty: 3674.406006
	Iteration 43Q: 3 clusters Score -4816224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4816227.500000 Penalty: 3674.406006
	Iteration 44Q: 3 clusters Score -4816228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4816231.500000 Penalty: 3674.406006
	Iteration 45Q: 3 clusters Score -4816232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4816235.500000 Penalty: 3674.406006
	Iteration 46Q: 3 clusters Score -4816236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4816241.000000 Penalty: 3674.406006
	Iteration 47Q: 3 clusters Score -4816241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4816238.000000 Penalty: 3674.406006
	Iteration 48Q: 3 clusters Score -4816238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4816244.500000 Penalty: 3674.406006
	Iteration 49Q: 3 clusters Score -4816244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4816249.000000 Penalty: 3674.406006
	Iteration 50Q: 3 clusters Score -4816249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4816249.000000 Penalty: 3674.406006
	Iteration 51F: 3 clusters Score -4816249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Entering Unmasked Estep 
Score: -1065525.000000 Penalty: 1589.702881
	Iteration 0F: 2 clusters Score -1065525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1053340.875000 Penalty: 3179.405762
	Iteration 0F: 3 clusters Score -1053341 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1057631.500000 Penalty: 3179.405762
	Iteration 1F: 3 clusters Score -1057632 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1057986.875000 Penalty: 3179.405762
	Iteration 2F: 3 clusters Score -1057987 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1058426.250000 Penalty: 3179.405762
	Iteration 3F: 3 clusters Score -1058426 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1059045.500000 Penalty: 3179.405762
	Iteration 4F: 3 clusters Score -1059046 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1059986.250000 Penalty: 3179.405762
	Iteration 5F: 3 clusters Score -1059986 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1061199.625000 Penalty: 3179.405762
	Iteration 6F: 3 clusters Score -1061200 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1062340.875000 Penalty: 3179.405762
	Iteration 7F: 3 clusters Score -1062341 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1063161.000000 Penalty: 3179.405762
	Iteration 8Q: 3 clusters Score -1063161 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1063666.500000 Penalty: 3179.405762
	Iteration 9Q: 3 clusters Score -1063666 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1063905.500000 Penalty: 3179.405762
	Iteration 10Q: 3 clusters Score -1063906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1064031.000000 Penalty: 3179.405762
	Iteration 11Q: 3 clusters Score -1064031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1064105.500000 Penalty: 3179.405762
	Iteration 12Q: 3 clusters Score -1064106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1064138.625000 Penalty: 3179.405762
	Iteration 13Q: 3 clusters Score -1064139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1064164.000000 Penalty: 3179.405762
	Iteration 14Q: 3 clusters Score -1064164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1064185.375000 Penalty: 3179.405762
	Iteration 15Q: 3 clusters Score -1064185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1064193.375000 Penalty: 3179.405762
	Iteration 16Q: 3 clusters Score -1064193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1064203.125000 Penalty: 3179.405762
	Iteration 17Q: 3 clusters Score -1064203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1064205.875000 Penalty: 3179.405762
	Iteration 18Q: 3 clusters Score -1064206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1064207.750000 Penalty: 3179.405762
	Iteration 19Q: 3 clusters Score -1064208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1064208.625000 Penalty: 3179.405762
	Iteration 20F: 3 clusters Score -1064209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1064209.125000 Penalty: 3179.405762
	Iteration 21Q: 3 clusters Score -1064209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1064212.125000 Penalty: 3179.405762
	Iteration 22Q: 3 clusters Score -1064212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1064212.125000 Penalty: 3179.405762
	Iteration 23F: 3 clusters Score -1064212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Entering Unmasked Estep 
Score: -4169643.750000 Penalty: 1810.073730
	Iteration 0F: 2 clusters Score -4169644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4123707.000000 Penalty: 3620.147461
	Iteration 0F: 3 clusters Score -4123707 nChanged 32440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4141834.000000 Penalty: 3620.147461
	Iteration 1F: 3 clusters Score -4141834 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4142483.750000 Penalty: 3620.147461
	Iteration 2Q: 3 clusters Score -4142484 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4143294.500000 Penalty: 3620.147461
	Iteration 3Q: 3 clusters Score -4143294 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4144549.250000 Penalty: 3620.147461
	Iteration 4Q: 3 clusters Score -4144549 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4146558.500000 Penalty: 3620.147461
	Iteration 5F: 3 clusters Score -4146558 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4149499.750000 Penalty: 3620.147461
	Iteration 6F: 3 clusters Score -4149500 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4153833.250000 Penalty: 3620.147461
	Iteration 7F: 3 clusters Score -4153833 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4158818.500000 Penalty: 3620.147461
	Iteration 8F: 3 clusters Score -4158818 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4163321.000000 Penalty: 3620.147461
	Iteration 9F: 3 clusters Score -4163321 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4166061.500000 Penalty: 3620.147461
	Iteration 10Q: 3 clusters Score -4166062 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4167244.500000 Penalty: 3620.147461
	Iteration 11Q: 3 clusters Score -4167244 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4167693.250000 Penalty: 3620.147461
	Iteration 12Q: 3 clusters Score -4167693 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4167876.000000 Penalty: 3620.147461
	Iteration 13Q: 3 clusters Score -4167876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4167951.000000 Penalty: 3620.147461
	Iteration 14Q: 3 clusters Score -4167951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4167987.500000 Penalty: 3620.147461
	Iteration 15Q: 3 clusters Score -4167988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4168004.750000 Penalty: 3620.147461
	Iteration 16Q: 3 clusters Score -4168005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4168023.250000 Penalty: 3620.147461
	Iteration 17Q: 3 clusters Score -4168023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4168042.750000 Penalty: 3620.147461
	Iteration 18Q: 3 clusters Score -4168043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4168053.250000 Penalty: 3620.147461
	Iteration 19Q: 3 clusters Score -4168053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4168057.750000 Penalty: 3620.147461
	Iteration 20F: 3 clusters Score -4168058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4168066.000000 Penalty: 3620.147461
	Iteration 21Q: 3 clusters Score -4168066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4168075.250000 Penalty: 3620.147461
	Iteration 22Q: 3 clusters Score -4168075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4168085.250000 Penalty: 3620.147461
	Iteration 23Q: 3 clusters Score -4168085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4168088.250000 Penalty: 3620.147461
	Iteration 24Q: 3 clusters Score -4168088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4168086.250000 Penalty: 3620.147461
	Iteration 25Q: 3 clusters Score -4168086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4168086.250000 Penalty: 3620.147461
	Iteration 26F: 3 clusters Score -4168086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -676346.875000 Penalty: 1541.117065
	Iteration 0F: 2 clusters Score -676346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -667157.562500 Penalty: 3082.234131
	Iteration 0F: 3 clusters Score -667157.6 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -670412.062500 Penalty: 3082.234131
	Iteration 1F: 3 clusters Score -670412.1 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -671117.812500 Penalty: 3082.234131
	Iteration 2F: 3 clusters Score -671117.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -672099.687500 Penalty: 3082.234131
	Iteration 3F: 3 clusters Score -672099.7 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -673253.000000 Penalty: 3082.234131
	Iteration 4F: 3 clusters Score -673253 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -674410.625000 Penalty: 3082.234131
	Iteration 5F: 3 clusters Score -674410.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -675259.937500 Penalty: 3082.234131
	Iteration 6F: 3 clusters Score -675259.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -675743.000000 Penalty: 3082.234131
	Iteration 7F: 3 clusters Score -675743 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -675996.125000 Penalty: 3082.234131
	Iteration 8Q: 3 clusters Score -675996.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -676109.187500 Penalty: 3082.234131
	Iteration 9Q: 3 clusters Score -676109.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -676155.250000 Penalty: 3082.234131
	Iteration 10Q: 3 clusters Score -676155.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -676177.437500 Penalty: 3082.234131
	Iteration 11Q: 3 clusters Score -676177.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -676182.437500 Penalty: 3082.234131
	Iteration 12Q: 3 clusters Score -676182.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -676186.875000 Penalty: 3082.234131
	Iteration 13Q: 3 clusters Score -676186.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -676190.062500 Penalty: 3082.234131
	Iteration 14Q: 3 clusters Score -676190.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -676189.125000 Penalty: 3082.234131
	Iteration 15Q: 3 clusters Score -676189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -676191.937500 Penalty: 3082.234131
	Iteration 16Q: 3 clusters Score -676191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -676191.125000 Penalty: 3082.234131
	Iteration 17Q: 3 clusters Score -676191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -676192.875000 Penalty: 3082.234131
	Iteration 18Q: 3 clusters Score -676192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -676193.687500 Penalty: 3082.234131
	Iteration 19Q: 3 clusters Score -676193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -676195.187500 Penalty: 3082.234131
	Iteration 20F: 3 clusters Score -676195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -676195.687500 Penalty: 3082.234131
	Iteration 21Q: 3 clusters Score -676195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -676195.375000 Penalty: 3082.234131
	Iteration 22Q: 3 clusters Score -676195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -676196.500000 Penalty: 3082.234131
	Iteration 23Q: 3 clusters Score -676196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -676197.187500 Penalty: 3082.234131
	Iteration 24Q: 3 clusters Score -676197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -676197.687500 Penalty: 3082.234131
	Iteration 25Q: 3 clusters Score -676197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -676196.250000 Penalty: 3082.234131
	Iteration 26Q: 3 clusters Score -676196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -676196.562500 Penalty: 3082.234131
	Iteration 27Q: 3 clusters Score -676196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -676196.125000 Penalty: 3082.234131
	Iteration 28Q: 3 clusters Score -676196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -676196.125000 Penalty: 3082.234131
	Iteration 29F: 3 clusters Score -676196.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -432175.156250 Penalty: 1439.438721
	Iteration 0F: 2 clusters Score -432175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -426853.937500 Penalty: 2878.877441
	Iteration 0F: 3 clusters Score -426853.9 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -428537.000000 Penalty: 2878.877441
	Iteration 1F: 3 clusters Score -428537 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -428841.562500 Penalty: 2878.877441
	Iteration 2F: 3 clusters Score -428841.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -429106.031250 Penalty: 2878.877441
	Iteration 3F: 3 clusters Score -429106 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -429339.437500 Penalty: 2878.877441
	Iteration 4F: 3 clusters Score -429339.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -429579.593750 Penalty: 2878.877441
	Iteration 5F: 3 clusters Score -429579.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -429806.968750 Penalty: 2878.877441
	Iteration 6F: 3 clusters Score -429807 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -429972.500000 Penalty: 2878.877441
	Iteration 7Q: 3 clusters Score -429972.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -430114.406250 Penalty: 2878.877441
	Iteration 8Q: 3 clusters Score -430114.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -430228.750000 Penalty: 2878.877441
	Iteration 9Q: 3 clusters Score -430228.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -430332.906250 Penalty: 2878.877441
	Iteration 10Q: 3 clusters Score -430332.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -430422.375000 Penalty: 2878.877441
	Iteration 11Q: 3 clusters Score -430422.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -430504.062500 Penalty: 2878.877441
	Iteration 12Q: 3 clusters Score -430504.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -430577.000000 Penalty: 2878.877441
	Iteration 13Q: 3 clusters Score -430577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -430638.375000 Penalty: 2878.877441
	Iteration 14Q: 3 clusters Score -430638.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -430676.968750 Penalty: 2878.877441
	Iteration 15Q: 3 clusters Score -430677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -430704.406250 Penalty: 2878.877441
	Iteration 16Q: 3 clusters Score -430704.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -430729.250000 Penalty: 2878.877441
	Iteration 17Q: 3 clusters Score -430729.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -430753.375000 Penalty: 2878.877441
	Iteration 18Q: 3 clusters Score -430753.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -430766.562500 Penalty: 2878.877441
	Iteration 19Q: 3 clusters Score -430766.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -430776.625000 Penalty: 2878.877441
	Iteration 20F: 3 clusters Score -430776.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -430785.187500 Penalty: 2878.877441
	Iteration 21Q: 3 clusters Score -430785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -430790.062500 Penalty: 2878.877441
	Iteration 22Q: 3 clusters Score -430790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -430795.000000 Penalty: 2878.877441
	Iteration 23Q: 3 clusters Score -430795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -430797.156250 Penalty: 2878.877441
	Iteration 24Q: 3 clusters Score -430797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -430802.000000 Penalty: 2878.877441
	Iteration 25Q: 3 clusters Score -430802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -430803.593750 Penalty: 2878.877441
	Iteration 26Q: 3 clusters Score -430803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -430805.843750 Penalty: 2878.877441
	Iteration 27Q: 3 clusters Score -430805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -430805.937500 Penalty: 2878.877441
	Iteration 28Q: 3 clusters Score -430805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -430807.468750 Penalty: 2878.877441
	Iteration 29Q: 3 clusters Score -430807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -430809.843750 Penalty: 2878.877441
	Iteration 30Q: 3 clusters Score -430809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -430809.312500 Penalty: 2878.877441
	Iteration 31Q: 3 clusters Score -430809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -430809.937500 Penalty: 2878.877441
	Iteration 32Q: 3 clusters Score -430809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -430811.031250 Penalty: 2878.877441
	Iteration 33Q: 3 clusters Score -430811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -430811.281250 Penalty: 2878.877441
	Iteration 34Q: 3 clusters Score -430811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -430813.125000 Penalty: 2878.877441
	Iteration 35Q: 3 clusters Score -430813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -430813.906250 Penalty: 2878.877441
	Iteration 36Q: 3 clusters Score -430813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -430815.500000 Penalty: 2878.877441
	Iteration 37Q: 3 clusters Score -430815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -430817.281250 Penalty: 2878.877441
	Iteration 38Q: 3 clusters Score -430817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -430821.062500 Penalty: 2878.877441
	Iteration 39Q: 3 clusters Score -430821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -430823.281250 Penalty: 2878.877441
	Iteration 40F: 3 clusters Score -430823.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -430826.218750 Penalty: 2878.877441
	Iteration 41Q: 3 clusters Score -430826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -430828.843750 Penalty: 2878.877441
	Iteration 42Q: 3 clusters Score -430828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -430829.250000 Penalty: 2878.877441
	Iteration 43Q: 3 clusters Score -430829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -430831.593750 Penalty: 2878.877441
	Iteration 44Q: 3 clusters Score -430831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -430834.281250 Penalty: 2878.877441
	Iteration 45Q: 3 clusters Score -430834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -430836.593750 Penalty: 2878.877441
	Iteration 46Q: 3 clusters Score -430836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -430840.093750 Penalty: 2878.877441
	Iteration 47Q: 3 clusters Score -430840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -430841.656250 Penalty: 2878.877441
	Iteration 48Q: 3 clusters Score -430841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -430843.218750 Penalty: 2878.877441
	Iteration 49Q: 3 clusters Score -430843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -430844.406250 Penalty: 2878.877441
	Iteration 50Q: 3 clusters Score -430844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -430845.843750 Penalty: 2878.877441
	Iteration 51Q: 3 clusters Score -430845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -430847.656250 Penalty: 2878.877441
	Iteration 52Q: 3 clusters Score -430847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -430849.843750 Penalty: 2878.877441
	Iteration 53Q: 3 clusters Score -430849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -430851.781250 Penalty: 2878.877441
	Iteration 54Q: 3 clusters Score -430851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -430854.343750 Penalty: 2878.877441
	Iteration 55Q: 3 clusters Score -430854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -430857.281250 Penalty: 2878.877441
	Iteration 56Q: 3 clusters Score -430857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -430858.468750 Penalty: 2878.877441
	Iteration 57Q: 3 clusters Score -430858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -430861.687500 Penalty: 2878.877441
	Iteration 58Q: 3 clusters Score -430861.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -430865.656250 Penalty: 2878.877441
	Iteration 59Q: 3 clusters Score -430865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -430873.312500 Penalty: 2878.877441
	Iteration 60F: 3 clusters Score -430873.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -430880.031250 Penalty: 2878.877441
	Iteration 61Q: 3 clusters Score -430880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -430883.000000 Penalty: 2878.877441
	Iteration 62Q: 3 clusters Score -430883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -430885.750000 Penalty: 2878.877441
	Iteration 63Q: 3 clusters Score -430885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -430889.312500 Penalty: 2878.877441
	Iteration 64Q: 3 clusters Score -430889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -430890.468750 Penalty: 2878.877441
	Iteration 65Q: 3 clusters Score -430890.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -430891.250000 Penalty: 2878.877441
	Iteration 66Q: 3 clusters Score -430891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -430892.843750 Penalty: 2878.877441
	Iteration 67Q: 3 clusters Score -430892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -430895.406250 Penalty: 2878.877441
	Iteration 68Q: 3 clusters Score -430895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -430895.531250 Penalty: 2878.877441
	Iteration 69Q: 3 clusters Score -430895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -430898.406250 Penalty: 2878.877441
	Iteration 70Q: 3 clusters Score -430898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -430902.468750 Penalty: 2878.877441
	Iteration 71Q: 3 clusters Score -430902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -430906.406250 Penalty: 2878.877441
	Iteration 72Q: 3 clusters Score -430906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -430908.093750 Penalty: 2878.877441
	Iteration 73Q: 3 clusters Score -430908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -430908.875000 Penalty: 2878.877441
	Iteration 74Q: 3 clusters Score -430908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -430911.468750 Penalty: 2878.877441
	Iteration 75Q: 3 clusters Score -430911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -430912.156250 Penalty: 2878.877441
	Iteration 76Q: 3 clusters Score -430912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -430914.250000 Penalty: 2878.877441
	Iteration 77Q: 3 clusters Score -430914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -430914.750000 Penalty: 2878.877441
	Iteration 78Q: 3 clusters Score -430914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -430916.718750 Penalty: 2878.877441
	Iteration 79Q: 3 clusters Score -430916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -430917.000000 Penalty: 2878.877441
	Iteration 80F: 3 clusters Score -430917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -133112.609375 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -133112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -130798.296875 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -130798.3 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -131351.828125 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -131351.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131515.625000 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -131515.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -131653.359375 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -131653.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -131764.718750 Penalty: 2524.223145
	Iteration 4F: 3 clusters Score -131764.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -131878.187500 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -131878.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -131978.078125 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -131978.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -132045.031250 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -132045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -132098.312500 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -132098.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -132157.796875 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -132157.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -132209.328125 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -132209.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -132255.687500 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -132255.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -132296.765625 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -132296.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -132338.000000 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -132338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -132373.875000 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -132373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -132399.156250 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -132399.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -132413.218750 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -132413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -132434.234375 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -132434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -132465.859375 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -132465.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -132487.187500 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -132487.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -132495.640625 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -132495.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -132506.031250 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -132506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -132514.250000 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -132514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -132519.765625 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -132519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -132523.109375 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -132523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -132523.421875 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -132523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -132523.421875 Penalty: 2524.223145
	Iteration 26F: 3 clusters Score -132523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -199366.531250 Penalty: 1328.343506
	Iteration 0F: 2 clusters Score -199366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -196307.765625 Penalty: 2656.687012
	Iteration 0F: 3 clusters Score -196307.8 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -197117.859375 Penalty: 2656.687012
	Iteration 1F: 3 clusters Score -197117.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -197387.343750 Penalty: 2656.687012
	Iteration 2F: 3 clusters Score -197387.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -197534.953125 Penalty: 2656.687012
	Iteration 3F: 3 clusters Score -197535 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -197654.890625 Penalty: 2656.687012
	Iteration 4F: 3 clusters Score -197654.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -197771.156250 Penalty: 2656.687012
	Iteration 5Q: 3 clusters Score -197771.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -197897.640625 Penalty: 2656.687012
	Iteration 6Q: 3 clusters Score -197897.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -198003.234375 Penalty: 2656.687012
	Iteration 7Q: 3 clusters Score -198003.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -198070.765625 Penalty: 2656.687012
	Iteration 8Q: 3 clusters Score -198070.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -198124.640625 Penalty: 2656.687012
	Iteration 9Q: 3 clusters Score -198124.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -198170.343750 Penalty: 2656.687012
	Iteration 10Q: 3 clusters Score -198170.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -198210.203125 Penalty: 2656.687012
	Iteration 11Q: 3 clusters Score -198210.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -198246.921875 Penalty: 2656.687012
	Iteration 12Q: 3 clusters Score -198246.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -198274.078125 Penalty: 2656.687012
	Iteration 13Q: 3 clusters Score -198274.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -198300.453125 Penalty: 2656.687012
	Iteration 14Q: 3 clusters Score -198300.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -198328.468750 Penalty: 2656.687012
	Iteration 15Q: 3 clusters Score -198328.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -198355.250000 Penalty: 2656.687012
	Iteration 16Q: 3 clusters Score -198355.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -198379.921875 Penalty: 2656.687012
	Iteration 17Q: 3 clusters Score -198379.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -198401.796875 Penalty: 2656.687012
	Iteration 18Q: 3 clusters Score -198401.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -198423.296875 Penalty: 2656.687012
	Iteration 19Q: 3 clusters Score -198423.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -198440.375000 Penalty: 2656.687012
	Iteration 20F: 3 clusters Score -198440.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -198454.125000 Penalty: 2656.687012
	Iteration 21Q: 3 clusters Score -198454.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -198461.843750 Penalty: 2656.687012
	Iteration 22Q: 3 clusters Score -198461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -198468.921875 Penalty: 2656.687012
	Iteration 23Q: 3 clusters Score -198468.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -198477.359375 Penalty: 2656.687012
	Iteration 24Q: 3 clusters Score -198477.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -198483.406250 Penalty: 2656.687012
	Iteration 25Q: 3 clusters Score -198483.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -198492.046875 Penalty: 2656.687012
	Iteration 26Q: 3 clusters Score -198492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -198507.296875 Penalty: 2656.687012
	Iteration 27Q: 3 clusters Score -198507.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -198521.593750 Penalty: 2656.687012
	Iteration 28Q: 3 clusters Score -198521.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -198531.921875 Penalty: 2656.687012
	Iteration 29Q: 3 clusters Score -198531.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -198537.000000 Penalty: 2656.687012
	Iteration 30Q: 3 clusters Score -198537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -198539.171875 Penalty: 2656.687012
	Iteration 31Q: 3 clusters Score -198539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -198541.328125 Penalty: 2656.687012
	Iteration 32Q: 3 clusters Score -198541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -198543.250000 Penalty: 2656.687012
	Iteration 33Q: 3 clusters Score -198543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -198547.593750 Penalty: 2656.687012
	Iteration 34Q: 3 clusters Score -198547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -198551.875000 Penalty: 2656.687012
	Iteration 35Q: 3 clusters Score -198551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -198554.468750 Penalty: 2656.687012
	Iteration 36Q: 3 clusters Score -198554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -198556.593750 Penalty: 2656.687012
	Iteration 37Q: 3 clusters Score -198556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -198557.703125 Penalty: 2656.687012
	Iteration 38Q: 3 clusters Score -198557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -198559.703125 Penalty: 2656.687012
	Iteration 39Q: 3 clusters Score -198559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -198562.625000 Penalty: 2656.687012
	Iteration 40F: 3 clusters Score -198562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -198566.234375 Penalty: 2656.687012
	Iteration 41Q: 3 clusters Score -198566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -198568.796875 Penalty: 2656.687012
	Iteration 42Q: 3 clusters Score -198568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -198570.046875 Penalty: 2656.687012
	Iteration 43Q: 3 clusters Score -198570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -198572.718750 Penalty: 2656.687012
	Iteration 44Q: 3 clusters Score -198572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -198575.859375 Penalty: 2656.687012
	Iteration 45Q: 3 clusters Score -198575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -198577.718750 Penalty: 2656.687012
	Iteration 46Q: 3 clusters Score -198577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -198579.375000 Penalty: 2656.687012
	Iteration 47Q: 3 clusters Score -198579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -198580.859375 Penalty: 2656.687012
	Iteration 48Q: 3 clusters Score -198580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -198581.343750 Penalty: 2656.687012
	Iteration 49Q: 3 clusters Score -198581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -198581.875000 Penalty: 2656.687012
	Iteration 50Q: 3 clusters Score -198581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -198582.062500 Penalty: 2656.687012
	Iteration 51Q: 3 clusters Score -198582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -198581.734375 Penalty: 2656.687012
	Iteration 52Q: 3 clusters Score -198581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -198581.953125 Penalty: 2656.687012
	Iteration 53Q: 3 clusters Score -198582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -198581.953125 Penalty: 2656.687012
	Iteration 54F: 3 clusters Score -198582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -96924.375000 Penalty: 1252.762573
	Iteration 0F: 2 clusters Score -96924.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -94685.304688 Penalty: 2505.525146
	Iteration 0F: 3 clusters Score -94685.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -95346.843750 Penalty: 2505.525146
	Iteration 1F: 3 clusters Score -95346.84 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95594.437500 Penalty: 2505.525146
	Iteration 2F: 3 clusters Score -95594.44 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -95759.070312 Penalty: 2505.525146
	Iteration 3F: 3 clusters Score -95759.07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -95899.664062 Penalty: 2505.525146
	Iteration 4F: 3 clusters Score -95899.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -96022.859375 Penalty: 2505.525146
	Iteration 5Q: 3 clusters Score -96022.86 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -96116.640625 Penalty: 2505.525146
	Iteration 6Q: 3 clusters Score -96116.64 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -96183.257812 Penalty: 2505.525146
	Iteration 7Q: 3 clusters Score -96183.26 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -96234.273438 Penalty: 2505.525146
	Iteration 8Q: 3 clusters Score -96234.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -96269.359375 Penalty: 2505.525146
	Iteration 9Q: 3 clusters Score -96269.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -96291.187500 Penalty: 2505.525146
	Iteration 10Q: 3 clusters Score -96291.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -96307.398438 Penalty: 2505.525146
	Iteration 11Q: 3 clusters Score -96307.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -96320.179688 Penalty: 2505.525146
	Iteration 12Q: 3 clusters Score -96320.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -96329.007812 Penalty: 2505.525146
	Iteration 13Q: 3 clusters Score -96329.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -96336.500000 Penalty: 2505.525146
	Iteration 14Q: 3 clusters Score -96336.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -96342.375000 Penalty: 2505.525146
	Iteration 15Q: 3 clusters Score -96342.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -96344.921875 Penalty: 2505.525146
	Iteration 16Q: 3 clusters Score -96344.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -96348.695312 Penalty: 2505.525146
	Iteration 17Q: 3 clusters Score -96348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -96351.039062 Penalty: 2505.525146
	Iteration 18Q: 3 clusters Score -96351.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -96352.960938 Penalty: 2505.525146
	Iteration 19Q: 3 clusters Score -96352.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -96353.390625 Penalty: 2505.525146
	Iteration 20F: 3 clusters Score -96353.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -96353.617188 Penalty: 2505.525146
	Iteration 21Q: 3 clusters Score -96353.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -96353.968750 Penalty: 2505.525146
	Iteration 22Q: 3 clusters Score -96353.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -96354.398438 Penalty: 2505.525146
	Iteration 23Q: 3 clusters Score -96354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -96354.398438 Penalty: 2505.525146
	Iteration 24F: 3 clusters Score -96354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -547764.437500 Penalty: 1485.602417
	Iteration 0F: 2 clusters Score -547764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -541096.562500 Penalty: 2971.204834
	Iteration 0F: 3 clusters Score -541096.6 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -543364.125000 Penalty: 2971.204834
	Iteration 1F: 3 clusters Score -543364.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -543716.625000 Penalty: 2971.204834
	Iteration 2F: 3 clusters Score -543716.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -544031.250000 Penalty: 2971.204834
	Iteration 3F: 3 clusters Score -544031.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -544332.562500 Penalty: 2971.204834
	Iteration 4F: 3 clusters Score -544332.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -544655.062500 Penalty: 2971.204834
	Iteration 5F: 3 clusters Score -544655.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -544980.750000 Penalty: 2971.204834
	Iteration 6F: 3 clusters Score -544980.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -545306.875000 Penalty: 2971.204834
	Iteration 7Q: 3 clusters Score -545306.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -545610.750000 Penalty: 2971.204834
	Iteration 8Q: 3 clusters Score -545610.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -545862.062500 Penalty: 2971.204834
	Iteration 9Q: 3 clusters Score -545862.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -546092.375000 Penalty: 2971.204834
	Iteration 10Q: 3 clusters Score -546092.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -546258.500000 Penalty: 2971.204834
	Iteration 11Q: 3 clusters Score -546258.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -546349.125000 Penalty: 2971.204834
	Iteration 12Q: 3 clusters Score -546349.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -546418.500000 Penalty: 2971.204834
	Iteration 13Q: 3 clusters Score -546418.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -546458.500000 Penalty: 2971.204834
	Iteration 14Q: 3 clusters Score -546458.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -546476.500000 Penalty: 2971.204834
	Iteration 15Q: 3 clusters Score -546476.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -546490.125000 Penalty: 2971.204834
	Iteration 16Q: 3 clusters Score -546490.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -546505.562500 Penalty: 2971.204834
	Iteration 17Q: 3 clusters Score -546505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -546518.562500 Penalty: 2971.204834
	Iteration 18Q: 3 clusters Score -546518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -546521.875000 Penalty: 2971.204834
	Iteration 19Q: 3 clusters Score -546521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -546524.062500 Penalty: 2971.204834
	Iteration 20F: 3 clusters Score -546524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -546528.375000 Penalty: 2971.204834
	Iteration 21Q: 3 clusters Score -546528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -546530.687500 Penalty: 2971.204834
	Iteration 22Q: 3 clusters Score -546530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -546532.125000 Penalty: 2971.204834
	Iteration 23Q: 3 clusters Score -546532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -546535.250000 Penalty: 2971.204834
	Iteration 24Q: 3 clusters Score -546535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -546536.937500 Penalty: 2971.204834
	Iteration 25Q: 3 clusters Score -546536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -546536.937500 Penalty: 2971.204834
	Iteration 26F: 3 clusters Score -546536.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Entering Unmasked Estep 
Score: -222013.656250 Penalty: 1342.665771
	Iteration 0F: 2 clusters Score -222013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -218724.890625 Penalty: 2685.331543
	Iteration 0F: 3 clusters Score -218724.9 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -219589.125000 Penalty: 2685.331543
	Iteration 1F: 3 clusters Score -219589.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -219837.484375 Penalty: 2685.331543
	Iteration 2F: 3 clusters Score -219837.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -220039.984375 Penalty: 2685.331543
	Iteration 3F: 3 clusters Score -220040 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -220231.937500 Penalty: 2685.331543
	Iteration 4F: 3 clusters Score -220231.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -220419.312500 Penalty: 2685.331543
	Iteration 5F: 3 clusters Score -220419.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220564.500000 Penalty: 2685.331543
	Iteration 6Q: 3 clusters Score -220564.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -220659.078125 Penalty: 2685.331543
	Iteration 7Q: 3 clusters Score -220659.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -220714.375000 Penalty: 2685.331543
	Iteration 8Q: 3 clusters Score -220714.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -220756.031250 Penalty: 2685.331543
	Iteration 9Q: 3 clusters Score -220756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -220782.093750 Penalty: 2685.331543
	Iteration 10Q: 3 clusters Score -220782.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220798.906250 Penalty: 2685.331543
	Iteration 11Q: 3 clusters Score -220798.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220809.281250 Penalty: 2685.331543
	Iteration 12Q: 3 clusters Score -220809.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220814.343750 Penalty: 2685.331543
	Iteration 13Q: 3 clusters Score -220814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220818.968750 Penalty: 2685.331543
	Iteration 14Q: 3 clusters Score -220819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220822.406250 Penalty: 2685.331543
	Iteration 15Q: 3 clusters Score -220822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -220823.390625 Penalty: 2685.331543
	Iteration 16Q: 3 clusters Score -220823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220825.062500 Penalty: 2685.331543
	Iteration 17Q: 3 clusters Score -220825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -220826.500000 Penalty: 2685.331543
	Iteration 18Q: 3 clusters Score -220826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220827.250000 Penalty: 2685.331543
	Iteration 19Q: 3 clusters Score -220827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -220828.343750 Penalty: 2685.331543
	Iteration 20F: 3 clusters Score -220828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220828.734375 Penalty: 2685.331543
	Iteration 21Q: 3 clusters Score -220828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -220830.312500 Penalty: 2685.331543
	Iteration 22Q: 3 clusters Score -220830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -220831.796875 Penalty: 2685.331543
	Iteration 23Q: 3 clusters Score -220831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -220832.062500 Penalty: 2685.331543
	Iteration 24Q: 3 clusters Score -220832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220832.421875 Penalty: 2685.331543
	Iteration 25Q: 3 clusters Score -220832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220833.187500 Penalty: 2685.331543
	Iteration 26Q: 3 clusters Score -220833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220833.265625 Penalty: 2685.331543
	Iteration 27Q: 3 clusters Score -220833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220834.031250 Penalty: 2685.331543
	Iteration 28Q: 3 clusters Score -220834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220834.531250 Penalty: 2685.331543
	Iteration 29Q: 3 clusters Score -220834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220834.265625 Penalty: 2685.331543
	Iteration 30Q: 3 clusters Score -220834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220834.828125 Penalty: 2685.331543
	Iteration 31Q: 3 clusters Score -220834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -220835.031250 Penalty: 2685.331543
	Iteration 32Q: 3 clusters Score -220835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220836.156250 Penalty: 2685.331543
	Iteration 33Q: 3 clusters Score -220836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220837.640625 Penalty: 2685.331543
	Iteration 34Q: 3 clusters Score -220837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220839.156250 Penalty: 2685.331543
	Iteration 35Q: 3 clusters Score -220839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220840.046875 Penalty: 2685.331543
	Iteration 36Q: 3 clusters Score -220840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220840.046875 Penalty: 2685.331543
	Iteration 37F: 3 clusters Score -220840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -49076.347656 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -49076.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47717.515625 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -47717.52 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47914.023438 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -47914.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47968.273438 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -47968.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47990.304688 Penalty: 2194.867432
	Iteration 3Q: 3 clusters Score -47990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48009.027344 Penalty: 2194.867432
	Iteration 4Q: 3 clusters Score -48009.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48014.324219 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -48014.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48016.542969 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -48016.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48021.906250 Penalty: 2194.867432
	Iteration 7Q: 3 clusters Score -48021.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48024.671875 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -48024.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48028.855469 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -48028.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48032.812500 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -48032.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48038.996094 Penalty: 2194.867432
	Iteration 11Q: 3 clusters Score -48039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48049.660156 Penalty: 2194.867432
	Iteration 12Q: 3 clusters Score -48049.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48062.023438 Penalty: 2194.867432
	Iteration 13Q: 3 clusters Score -48062.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48067.226562 Penalty: 2194.867432
	Iteration 14Q: 3 clusters Score -48067.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48073.941406 Penalty: 2194.867432
	Iteration 15Q: 3 clusters Score -48073.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48080.683594 Penalty: 2194.867432
	Iteration 16Q: 3 clusters Score -48080.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48086.914062 Penalty: 2194.867432
	Iteration 17Q: 3 clusters Score -48086.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48098.777344 Penalty: 2194.867432
	Iteration 18Q: 3 clusters Score -48098.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48106.058594 Penalty: 2194.867432
	Iteration 19Q: 3 clusters Score -48106.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48116.703125 Penalty: 2194.867432
	Iteration 20F: 3 clusters Score -48116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48124.644531 Penalty: 2194.867432
	Iteration 21Q: 3 clusters Score -48124.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48129.226562 Penalty: 2194.867432
	Iteration 22Q: 3 clusters Score -48129.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48137.320312 Penalty: 2194.867432
	Iteration 23Q: 3 clusters Score -48137.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48144.277344 Penalty: 2194.867432
	Iteration 24Q: 3 clusters Score -48144.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48148.621094 Penalty: 2194.867432
	Iteration 25Q: 3 clusters Score -48148.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48151.453125 Penalty: 2194.867432
	Iteration 26Q: 3 clusters Score -48151.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48151.750000 Penalty: 2194.867432
	Iteration 27Q: 3 clusters Score -48151.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48151.750000 Penalty: 2194.867432
	Iteration 28F: 3 clusters Score -48151.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -394328.343750 Penalty: 1425.649780
	Iteration 0F: 2 clusters Score -394328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -389462.406250 Penalty: 2851.299561
	Iteration 0F: 3 clusters Score -389462.4 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -390883.593750 Penalty: 2851.299561
	Iteration 1F: 3 clusters Score -390883.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -391096.218750 Penalty: 2851.299561
	Iteration 2F: 3 clusters Score -391096.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -391274.968750 Penalty: 2851.299561
	Iteration 3F: 3 clusters Score -391275 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -391439.718750 Penalty: 2851.299561
	Iteration 4Q: 3 clusters Score -391439.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -391605.156250 Penalty: 2851.299561
	Iteration 5Q: 3 clusters Score -391605.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -391770.687500 Penalty: 2851.299561
	Iteration 6Q: 3 clusters Score -391770.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -391981.500000 Penalty: 2851.299561
	Iteration 7Q: 3 clusters Score -391981.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -392225.531250 Penalty: 2851.299561
	Iteration 8Q: 3 clusters Score -392225.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -392422.250000 Penalty: 2851.299561
	Iteration 9Q: 3 clusters Score -392422.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -392599.375000 Penalty: 2851.299561
	Iteration 10Q: 3 clusters Score -392599.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -392732.656250 Penalty: 2851.299561
	Iteration 11Q: 3 clusters Score -392732.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -392846.375000 Penalty: 2851.299561
	Iteration 12Q: 3 clusters Score -392846.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -392918.343750 Penalty: 2851.299561
	Iteration 13Q: 3 clusters Score -392918.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -392961.031250 Penalty: 2851.299561
	Iteration 14Q: 3 clusters Score -392961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -393006.562500 Penalty: 2851.299561
	Iteration 15Q: 3 clusters Score -393006.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -393028.468750 Penalty: 2851.299561
	Iteration 16Q: 3 clusters Score -393028.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -393050.187500 Penalty: 2851.299561
	Iteration 17Q: 3 clusters Score -393050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -393071.156250 Penalty: 2851.299561
	Iteration 18Q: 3 clusters Score -393071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -393082.031250 Penalty: 2851.299561
	Iteration 19Q: 3 clusters Score -393082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -393092.093750 Penalty: 2851.299561
	Iteration 20F: 3 clusters Score -393092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -393098.750000 Penalty: 2851.299561
	Iteration 21Q: 3 clusters Score -393098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -393105.562500 Penalty: 2851.299561
	Iteration 22Q: 3 clusters Score -393105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -393107.187500 Penalty: 2851.299561
	Iteration 23Q: 3 clusters Score -393107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -393110.968750 Penalty: 2851.299561
	Iteration 24Q: 3 clusters Score -393111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -393112.187500 Penalty: 2851.299561
	Iteration 25Q: 3 clusters Score -393112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -393117.406250 Penalty: 2851.299561
	Iteration 26Q: 3 clusters Score -393117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -393117.406250 Penalty: 2851.299561
	Iteration 27F: 3 clusters Score -393117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Entering Unmasked Estep 
Score: -312629.437500 Penalty: 1391.600464
	Iteration 0F: 2 clusters Score -312629.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -308551.218750 Penalty: 2783.200928
	Iteration 0F: 3 clusters Score -308551.2 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -309880.000000 Penalty: 2783.200928
	Iteration 1F: 3 clusters Score -309880 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -310290.000000 Penalty: 2783.200928
	Iteration 2F: 3 clusters Score -310290 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -310712.562500 Penalty: 2783.200928
	Iteration 3F: 3 clusters Score -310712.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311011.718750 Penalty: 2783.200928
	Iteration 4F: 3 clusters Score -311011.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -311193.812500 Penalty: 2783.200928
	Iteration 5F: 3 clusters Score -311193.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -311317.656250 Penalty: 2783.200928
	Iteration 6Q: 3 clusters Score -311317.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -311383.656250 Penalty: 2783.200928
	Iteration 7Q: 3 clusters Score -311383.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -311425.968750 Penalty: 2783.200928
	Iteration 8Q: 3 clusters Score -311426 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -311463.093750 Penalty: 2783.200928
	Iteration 9Q: 3 clusters Score -311463.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -311490.718750 Penalty: 2783.200928
	Iteration 10Q: 3 clusters Score -311490.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -311517.937500 Penalty: 2783.200928
	Iteration 11Q: 3 clusters Score -311517.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -311546.375000 Penalty: 2783.200928
	Iteration 12Q: 3 clusters Score -311546.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -311569.156250 Penalty: 2783.200928
	Iteration 13Q: 3 clusters Score -311569.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -311582.437500 Penalty: 2783.200928
	Iteration 14Q: 3 clusters Score -311582.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -311591.875000 Penalty: 2783.200928
	Iteration 15Q: 3 clusters Score -311591.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -311604.687500 Penalty: 2783.200928
	Iteration 16Q: 3 clusters Score -311604.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -311621.218750 Penalty: 2783.200928
	Iteration 17Q: 3 clusters Score -311621.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -311642.968750 Penalty: 2783.200928
	Iteration 18Q: 3 clusters Score -311643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -311662.812500 Penalty: 2783.200928
	Iteration 19Q: 3 clusters Score -311662.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -311676.437500 Penalty: 2783.200928
	Iteration 20F: 3 clusters Score -311676.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -311683.625000 Penalty: 2783.200928
	Iteration 21Q: 3 clusters Score -311683.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -311690.187500 Penalty: 2783.200928
	Iteration 22Q: 3 clusters Score -311690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -311699.000000 Penalty: 2783.200928
	Iteration 23Q: 3 clusters Score -311699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -311707.187500 Penalty: 2783.200928
	Iteration 24Q: 3 clusters Score -311707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -311712.812500 Penalty: 2783.200928
	Iteration 25Q: 3 clusters Score -311712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -311719.968750 Penalty: 2783.200928
	Iteration 26Q: 3 clusters Score -311720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -311728.750000 Penalty: 2783.200928
	Iteration 27Q: 3 clusters Score -311728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -311734.937500 Penalty: 2783.200928
	Iteration 28Q: 3 clusters Score -311734.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -311743.750000 Penalty: 2783.200928
	Iteration 29Q: 3 clusters Score -311743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -311750.156250 Penalty: 2783.200928
	Iteration 30Q: 3 clusters Score -311750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -311755.218750 Penalty: 2783.200928
	Iteration 31Q: 3 clusters Score -311755.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -311760.281250 Penalty: 2783.200928
	Iteration 32Q: 3 clusters Score -311760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -311764.406250 Penalty: 2783.200928
	Iteration 33Q: 3 clusters Score -311764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -311768.218750 Penalty: 2783.200928
	Iteration 34Q: 3 clusters Score -311768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -311772.093750 Penalty: 2783.200928
	Iteration 35Q: 3 clusters Score -311772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311772.093750 Penalty: 2783.200928
	Iteration 36Q: 3 clusters Score -311772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -311772.718750 Penalty: 2783.200928
	Iteration 37Q: 3 clusters Score -311772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311772.750000 Penalty: 2783.200928
	Iteration 38Q: 3 clusters Score -311772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311772.750000 Penalty: 2783.200928
	Iteration 39F: 3 clusters Score -311772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -254105.750000 Penalty: 1362.456421
	Iteration 0F: 2 clusters Score -254105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -250516.109375 Penalty: 2724.912842
	Iteration 0F: 3 clusters Score -250516.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -251435.546875 Penalty: 2724.912842
	Iteration 1F: 3 clusters Score -251435.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -251587.406250 Penalty: 2724.912842
	Iteration 2F: 3 clusters Score -251587.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -251691.609375 Penalty: 2724.912842
	Iteration 3F: 3 clusters Score -251691.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -251770.562500 Penalty: 2724.912842
	Iteration 4Q: 3 clusters Score -251770.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -251830.453125 Penalty: 2724.912842
	Iteration 5Q: 3 clusters Score -251830.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -251885.843750 Penalty: 2724.912842
	Iteration 6Q: 3 clusters Score -251885.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -251935.812500 Penalty: 2724.912842
	Iteration 7Q: 3 clusters Score -251935.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -251986.125000 Penalty: 2724.912842
	Iteration 8Q: 3 clusters Score -251986.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -252026.015625 Penalty: 2724.912842
	Iteration 9Q: 3 clusters Score -252026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -252060.062500 Penalty: 2724.912842
	Iteration 10Q: 3 clusters Score -252060.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -252089.718750 Penalty: 2724.912842
	Iteration 11Q: 3 clusters Score -252089.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -252112.703125 Penalty: 2724.912842
	Iteration 12Q: 3 clusters Score -252112.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -252140.671875 Penalty: 2724.912842
	Iteration 13Q: 3 clusters Score -252140.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -252168.453125 Penalty: 2724.912842
	Iteration 14Q: 3 clusters Score -252168.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -252194.656250 Penalty: 2724.912842
	Iteration 15Q: 3 clusters Score -252194.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -252228.625000 Penalty: 2724.912842
	Iteration 16Q: 3 clusters Score -252228.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -252261.125000 Penalty: 2724.912842
	Iteration 17Q: 3 clusters Score -252261.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -252294.718750 Penalty: 2724.912842
	Iteration 18Q: 3 clusters Score -252294.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -252342.375000 Penalty: 2724.912842
	Iteration 19Q: 3 clusters Score -252342.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -252384.406250 Penalty: 2724.912842
	Iteration 20F: 3 clusters Score -252384.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -252418.500000 Penalty: 2724.912842
	Iteration 21Q: 3 clusters Score -252418.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -252455.843750 Penalty: 2724.912842
	Iteration 22Q: 3 clusters Score -252455.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -252499.312500 Penalty: 2724.912842
	Iteration 23Q: 3 clusters Score -252499.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -252546.968750 Penalty: 2724.912842
	Iteration 24Q: 3 clusters Score -252547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -252583.093750 Penalty: 2724.912842
	Iteration 25Q: 3 clusters Score -252583.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -252618.265625 Penalty: 2724.912842
	Iteration 26Q: 3 clusters Score -252618.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -252657.218750 Penalty: 2724.912842
	Iteration 27Q: 3 clusters Score -252657.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -252703.046875 Penalty: 2724.912842
	Iteration 28Q: 3 clusters Score -252703 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -252742.984375 Penalty: 2724.912842
	Iteration 29Q: 3 clusters Score -252743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -252778.625000 Penalty: 2724.912842
	Iteration 30Q: 3 clusters Score -252778.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -252798.468750 Penalty: 2724.912842
	Iteration 31Q: 3 clusters Score -252798.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -252819.390625 Penalty: 2724.912842
	Iteration 32Q: 3 clusters Score -252819.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -252835.390625 Penalty: 2724.912842
	Iteration 33Q: 3 clusters Score -252835.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -252845.125000 Penalty: 2724.912842
	Iteration 34Q: 3 clusters Score -252845.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -252856.796875 Penalty: 2724.912842
	Iteration 35Q: 3 clusters Score -252856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -252866.921875 Penalty: 2724.912842
	Iteration 36Q: 3 clusters Score -252866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -252878.531250 Penalty: 2724.912842
	Iteration 37Q: 3 clusters Score -252878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -252888.875000 Penalty: 2724.912842
	Iteration 38Q: 3 clusters Score -252888.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -252900.734375 Penalty: 2724.912842
	Iteration 39Q: 3 clusters Score -252900.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -252908.703125 Penalty: 2724.912842
	Iteration 40F: 3 clusters Score -252908.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -252915.140625 Penalty: 2724.912842
	Iteration 41Q: 3 clusters Score -252915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -252920.250000 Penalty: 2724.912842
	Iteration 42Q: 3 clusters Score -252920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -252924.359375 Penalty: 2724.912842
	Iteration 43Q: 3 clusters Score -252924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -252927.281250 Penalty: 2724.912842
	Iteration 44Q: 3 clusters Score -252927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -252930.140625 Penalty: 2724.912842
	Iteration 45Q: 3 clusters Score -252930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -252934.578125 Penalty: 2724.912842
	Iteration 46Q: 3 clusters Score -252934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -252938.484375 Penalty: 2724.912842
	Iteration 47Q: 3 clusters Score -252938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -252942.796875 Penalty: 2724.912842
	Iteration 48Q: 3 clusters Score -252942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -252945.703125 Penalty: 2724.912842
	Iteration 49Q: 3 clusters Score -252945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -252945.625000 Penalty: 2724.912842
	Iteration 50Q: 3 clusters Score -252945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -252945.765625 Penalty: 2724.912842
	Iteration 51Q: 3 clusters Score -252945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -252945.765625 Penalty: 2724.912842
	Iteration 52F: 3 clusters Score -252945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -86913.375000 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -86913.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -85138.937500 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -85138.94 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85437.953125 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -85437.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -85518.976562 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -85518.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -85576.523438 Penalty: 2388.917725
	Iteration 3Q: 3 clusters Score -85576.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -85618.625000 Penalty: 2388.917725
	Iteration 4Q: 3 clusters Score -85618.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -85653.273438 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -85653.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -85676.406250 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -85676.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -85702.453125 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -85702.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85719.468750 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -85719.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -85739.257812 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -85739.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -85757.187500 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -85757.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85767.296875 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -85767.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85777.375000 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -85777.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -85788.882812 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -85788.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85799.078125 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -85799.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -85809.265625 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -85809.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85819.070312 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -85819.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -85830.257812 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -85830.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -85841.164062 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -85841.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -85855.539062 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -85855.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85873.351562 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -85873.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85889.500000 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -85889.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85902.078125 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -85902.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85909.429688 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -85909.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85917.375000 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -85917.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85925.828125 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -85925.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85930.625000 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -85930.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85933.851562 Penalty: 2388.917725
	Iteration 27Q: 3 clusters Score -85933.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85940.218750 Penalty: 2388.917725
	Iteration 28Q: 3 clusters Score -85940.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85951.367188 Penalty: 2388.917725
	Iteration 29Q: 3 clusters Score -85951.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85963.421875 Penalty: 2388.917725
	Iteration 30Q: 3 clusters Score -85963.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85977.773438 Penalty: 2388.917725
	Iteration 31Q: 3 clusters Score -85977.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85987.726562 Penalty: 2388.917725
	Iteration 32Q: 3 clusters Score -85987.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85994.671875 Penalty: 2388.917725
	Iteration 33Q: 3 clusters Score -85994.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85997.867188 Penalty: 2388.917725
	Iteration 34Q: 3 clusters Score -85997.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86003.492188 Penalty: 2388.917725
	Iteration 35Q: 3 clusters Score -86003.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86008.515625 Penalty: 2388.917725
	Iteration 36Q: 3 clusters Score -86008.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86014.460938 Penalty: 2388.917725
	Iteration 37Q: 3 clusters Score -86014.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86018.562500 Penalty: 2388.917725
	Iteration 38Q: 3 clusters Score -86018.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86022.750000 Penalty: 2388.917725
	Iteration 39Q: 3 clusters Score -86022.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86023.656250 Penalty: 2388.917725
	Iteration 40F: 3 clusters Score -86023.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86027.359375 Penalty: 2388.917725
	Iteration 41Q: 3 clusters Score -86027.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86030.734375 Penalty: 2388.917725
	Iteration 42Q: 3 clusters Score -86030.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86034.023438 Penalty: 2388.917725
	Iteration 43Q: 3 clusters Score -86034.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86037.453125 Penalty: 2388.917725
	Iteration 44Q: 3 clusters Score -86037.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86041.546875 Penalty: 2388.917725
	Iteration 45Q: 3 clusters Score -86041.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86045.382812 Penalty: 2388.917725
	Iteration 46Q: 3 clusters Score -86045.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86051.257812 Penalty: 2388.917725
	Iteration 47Q: 3 clusters Score -86051.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86060.648438 Penalty: 2388.917725
	Iteration 48Q: 3 clusters Score -86060.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -86070.367188 Penalty: 2388.917725
	Iteration 49Q: 3 clusters Score -86070.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86079.593750 Penalty: 2388.917725
	Iteration 50Q: 3 clusters Score -86079.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86092.125000 Penalty: 2388.917725
	Iteration 51Q: 3 clusters Score -86092.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86099.851562 Penalty: 2388.917725
	Iteration 52Q: 3 clusters Score -86099.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86103.562500 Penalty: 2388.917725
	Iteration 53Q: 3 clusters Score -86103.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86115.289062 Penalty: 2388.917725
	Iteration 54Q: 3 clusters Score -86115.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86127.812500 Penalty: 2388.917725
	Iteration 55Q: 3 clusters Score -86127.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86146.367188 Penalty: 2388.917725
	Iteration 56Q: 3 clusters Score -86146.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86162.726562 Penalty: 2388.917725
	Iteration 57Q: 3 clusters Score -86162.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86173.992188 Penalty: 2388.917725
	Iteration 58Q: 3 clusters Score -86173.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86185.101562 Penalty: 2388.917725
	Iteration 59Q: 3 clusters Score -86185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86196.640625 Penalty: 2388.917725
	Iteration 60F: 3 clusters Score -86196.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86204.570312 Penalty: 2388.917725
	Iteration 61Q: 3 clusters Score -86204.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86208.015625 Penalty: 2388.917725
	Iteration 62Q: 3 clusters Score -86208.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86210.460938 Penalty: 2388.917725
	Iteration 63Q: 3 clusters Score -86210.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86211.710938 Penalty: 2388.917725
	Iteration 64Q: 3 clusters Score -86211.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86211.992188 Penalty: 2388.917725
	Iteration 65Q: 3 clusters Score -86211.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86211.992188 Penalty: 2388.917725
	Iteration 66F: 3 clusters Score -86211.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Entering Unmasked Estep 
Score: -1472145.125000 Penalty: 1640.091064
	Iteration 0F: 2 clusters Score -1472145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1455769.250000 Penalty: 3280.182129
	Iteration 0F: 3 clusters Score -1455769 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1461800.250000 Penalty: 3280.182129
	Iteration 1F: 3 clusters Score -1461800 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1462050.375000 Penalty: 3280.182129
	Iteration 2Q: 3 clusters Score -1462050 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1462279.125000 Penalty: 3280.182129
	Iteration 3Q: 3 clusters Score -1462279 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1462510.250000 Penalty: 3280.182129
	Iteration 4Q: 3 clusters Score -1462510 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1462719.500000 Penalty: 3280.182129
	Iteration 5Q: 3 clusters Score -1462720 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1462891.625000 Penalty: 3280.182129
	Iteration 6Q: 3 clusters Score -1462892 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1463057.500000 Penalty: 3280.182129
	Iteration 7Q: 3 clusters Score -1463058 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1463217.250000 Penalty: 3280.182129
	Iteration 8Q: 3 clusters Score -1463217 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1463386.750000 Penalty: 3280.182129
	Iteration 9Q: 3 clusters Score -1463387 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1463586.500000 Penalty: 3280.182129
	Iteration 10Q: 3 clusters Score -1463586 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1463848.875000 Penalty: 3280.182129
	Iteration 11Q: 3 clusters Score -1463849 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1464214.875000 Penalty: 3280.182129
	Iteration 12Q: 3 clusters Score -1464215 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1464703.500000 Penalty: 3280.182129
	Iteration 13Q: 3 clusters Score -1464704 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1465411.625000 Penalty: 3280.182129
	Iteration 14Q: 3 clusters Score -1465412 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1466380.250000 Penalty: 3280.182129
	Iteration 15F: 3 clusters Score -1466380 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1467418.750000 Penalty: 3280.182129
	Iteration 16F: 3 clusters Score -1467419 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1468322.250000 Penalty: 3280.182129
	Iteration 17Q: 3 clusters Score -1468322 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1468911.375000 Penalty: 3280.182129
	Iteration 18Q: 3 clusters Score -1468911 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1469333.500000 Penalty: 3280.182129
	Iteration 19Q: 3 clusters Score -1469334 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -1469646.500000 Penalty: 3280.182129
	Iteration 20F: 3 clusters Score -1469646 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1469882.000000 Penalty: 3280.182129
	Iteration 21Q: 3 clusters Score -1469882 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1470077.625000 Penalty: 3280.182129
	Iteration 22Q: 3 clusters Score -1470078 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -1470215.625000 Penalty: 3280.182129
	Iteration 23Q: 3 clusters Score -1470216 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -1470317.000000 Penalty: 3280.182129
	Iteration 24Q: 3 clusters Score -1470317 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -1470405.000000 Penalty: 3280.182129
	Iteration 25Q: 3 clusters Score -1470405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -1470479.000000 Penalty: 3280.182129
	Iteration 26Q: 3 clusters Score -1470479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -1470525.625000 Penalty: 3280.182129
	Iteration 27Q: 3 clusters Score -1470526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -1470570.875000 Penalty: 3280.182129
	Iteration 28Q: 3 clusters Score -1470571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1470601.375000 Penalty: 3280.182129
	Iteration 29Q: 3 clusters Score -1470601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1470630.125000 Penalty: 3280.182129
	Iteration 30Q: 3 clusters Score -1470630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1470643.875000 Penalty: 3280.182129
	Iteration 31Q: 3 clusters Score -1470644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -1470654.375000 Penalty: 3280.182129
	Iteration 32Q: 3 clusters Score -1470654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1470666.000000 Penalty: 3280.182129
	Iteration 33Q: 3 clusters Score -1470666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -1470676.375000 Penalty: 3280.182129
	Iteration 34Q: 3 clusters Score -1470676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -1470680.625000 Penalty: 3280.182129
	Iteration 35Q: 3 clusters Score -1470681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1470686.125000 Penalty: 3280.182129
	Iteration 36Q: 3 clusters Score -1470686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -1470691.750000 Penalty: 3280.182129
	Iteration 37Q: 3 clusters Score -1470692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -1470692.875000 Penalty: 3280.182129
	Iteration 38Q: 3 clusters Score -1470693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -1470697.000000 Penalty: 3280.182129
	Iteration 39Q: 3 clusters Score -1470697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1470701.750000 Penalty: 3280.182129
	Iteration 40F: 3 clusters Score -1470702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -1470705.750000 Penalty: 3280.182129
	Iteration 41Q: 3 clusters Score -1470706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -1470710.375000 Penalty: 3280.182129
	Iteration 42Q: 3 clusters Score -1470710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -1470713.500000 Penalty: 3280.182129
	Iteration 43Q: 3 clusters Score -1470714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -1470714.625000 Penalty: 3280.182129
	Iteration 44Q: 3 clusters Score -1470715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -1470715.750000 Penalty: 3280.182129
	Iteration 45Q: 3 clusters Score -1470716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -1470715.875000 Penalty: 3280.182129
	Iteration 46Q: 3 clusters Score -1470716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -1470716.250000 Penalty: 3280.182129
	Iteration 47Q: 3 clusters Score -1470716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -1470716.250000 Penalty: 3280.182129
	Iteration 48F: 3 clusters Score -1470716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (66039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Entering Unmasked Estep 
Score: -3991001.500000 Penalty: 1803.425049
	Iteration 0F: 2 clusters Score -3991002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -3947109.750000 Penalty: 3606.850098
	Iteration 0F: 3 clusters Score -3947110 nChanged 31172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3964972.000000 Penalty: 3606.850098
	Iteration 1F: 3 clusters Score -3964972 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3965652.750000 Penalty: 3606.850098
	Iteration 2Q: 3 clusters Score -3965653 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3966417.750000 Penalty: 3606.850098
	Iteration 3Q: 3 clusters Score -3966418 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3967458.250000 Penalty: 3606.850098
	Iteration 4Q: 3 clusters Score -3967458 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3968883.500000 Penalty: 3606.850098
	Iteration 5Q: 3 clusters Score -3968884 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3970906.750000 Penalty: 3606.850098
	Iteration 6F: 3 clusters Score -3970907 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3973548.000000 Penalty: 3606.850098
	Iteration 7F: 3 clusters Score -3973548 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3976177.750000 Penalty: 3606.850098
	Iteration 8F: 3 clusters Score -3976178 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3978218.500000 Penalty: 3606.850098
	Iteration 9F: 3 clusters Score -3978218 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3979359.000000 Penalty: 3606.850098
	Iteration 10Q: 3 clusters Score -3979359 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3979943.250000 Penalty: 3606.850098
	Iteration 11Q: 3 clusters Score -3979943 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3980355.000000 Penalty: 3606.850098
	Iteration 12Q: 3 clusters Score -3980355 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3980762.000000 Penalty: 3606.850098
	Iteration 13Q: 3 clusters Score -3980762 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3981186.250000 Penalty: 3606.850098
	Iteration 14Q: 3 clusters Score -3981186 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3981613.500000 Penalty: 3606.850098
	Iteration 15Q: 3 clusters Score -3981614 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3982139.250000 Penalty: 3606.850098
	Iteration 16Q: 3 clusters Score -3982139 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3982636.250000 Penalty: 3606.850098
	Iteration 17Q: 3 clusters Score -3982636 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3983137.750000 Penalty: 3606.850098
	Iteration 18Q: 3 clusters Score -3983138 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3983648.000000 Penalty: 3606.850098
	Iteration 19Q: 3 clusters Score -3983648 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3984118.000000 Penalty: 3606.850098
	Iteration 20F: 3 clusters Score -3984118 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3984599.500000 Penalty: 3606.850098
	Iteration 21Q: 3 clusters Score -3984600 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3985092.250000 Penalty: 3606.850098
	Iteration 22Q: 3 clusters Score -3985092 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3985556.250000 Penalty: 3606.850098
	Iteration 23Q: 3 clusters Score -3985556 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3986063.000000 Penalty: 3606.850098
	Iteration 24Q: 3 clusters Score -3986063 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3986528.250000 Penalty: 3606.850098
	Iteration 25Q: 3 clusters Score -3986528 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3987014.500000 Penalty: 3606.850098
	Iteration 26Q: 3 clusters Score -3987014 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3987488.000000 Penalty: 3606.850098
	Iteration 27Q: 3 clusters Score -3987488 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3987920.250000 Penalty: 3606.850098
	Iteration 28Q: 3 clusters Score -3987920 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3988354.750000 Penalty: 3606.850098
	Iteration 29Q: 3 clusters Score -3988355 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3988735.750000 Penalty: 3606.850098
	Iteration 30Q: 3 clusters Score -3988736 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3989042.750000 Penalty: 3606.850098
	Iteration 31Q: 3 clusters Score -3989043 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3989264.000000 Penalty: 3606.850098
	Iteration 32Q: 3 clusters Score -3989264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3989440.750000 Penalty: 3606.850098
	Iteration 33Q: 3 clusters Score -3989441 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3989574.000000 Penalty: 3606.850098
	Iteration 34Q: 3 clusters Score -3989574 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3989649.500000 Penalty: 3606.850098
	Iteration 35Q: 3 clusters Score -3989650 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3989732.500000 Penalty: 3606.850098
	Iteration 36Q: 3 clusters Score -3989732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3989795.000000 Penalty: 3606.850098
	Iteration 37Q: 3 clusters Score -3989795 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3989839.750000 Penalty: 3606.850098
	Iteration 38Q: 3 clusters Score -3989840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3989891.500000 Penalty: 3606.850098
	Iteration 39Q: 3 clusters Score -3989892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3989935.250000 Penalty: 3606.850098
	Iteration 40F: 3 clusters Score -3989935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3989965.750000 Penalty: 3606.850098
	Iteration 41Q: 3 clusters Score -3989966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3989991.000000 Penalty: 3606.850098
	Iteration 42Q: 3 clusters Score -3989991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3989997.750000 Penalty: 3606.850098
	Iteration 43Q: 3 clusters Score -3989998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3990027.500000 Penalty: 3606.850098
	Iteration 44Q: 3 clusters Score -3990028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3990044.250000 Penalty: 3606.850098
	Iteration 45Q: 3 clusters Score -3990044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3990050.750000 Penalty: 3606.850098
	Iteration 46Q: 3 clusters Score -3990051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3990060.000000 Penalty: 3606.850098
	Iteration 47Q: 3 clusters Score -3990060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3990055.250000 Penalty: 3606.850098
	Iteration 48Q: 3 clusters Score -3990055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3990066.750000 Penalty: 3606.850098
	Iteration 49Q: 3 clusters Score -3990067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3990077.500000 Penalty: 3606.850098
	Iteration 50Q: 3 clusters Score -3990078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3990085.250000 Penalty: 3606.850098
	Iteration 51Q: 3 clusters Score -3990085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3990087.500000 Penalty: 3606.850098
	Iteration 52Q: 3 clusters Score -3990088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3990089.500000 Penalty: 3606.850098
	Iteration 53Q: 3 clusters Score -3990090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3990098.250000 Penalty: 3606.850098
	Iteration 54Q: 3 clusters Score -3990098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3990099.750000 Penalty: 3606.850098
	Iteration 55Q: 3 clusters Score -3990100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3990104.750000 Penalty: 3606.850098
	Iteration 56Q: 3 clusters Score -3990105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3990101.750000 Penalty: 3606.850098
	Iteration 57Q: 3 clusters Score -3990102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3990101.250000 Penalty: 3606.850098
	Iteration 58Q: 3 clusters Score -3990101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3990096.000000 Penalty: 3606.850098
	Iteration 59Q: 3 clusters Score -3990096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3990101.750000 Penalty: 3606.850098
	Iteration 60F: 3 clusters Score -3990102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3990098.750000 Penalty: 3606.850098
	Iteration 61Q: 3 clusters Score -3990099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3990105.000000 Penalty: 3606.850098
	Iteration 62Q: 3 clusters Score -3990105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3990101.250000 Penalty: 3606.850098
	Iteration 63Q: 3 clusters Score -3990101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3990105.750000 Penalty: 3606.850098
	Iteration 64Q: 3 clusters Score -3990106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3990103.000000 Penalty: 3606.850098
	Iteration 65Q: 3 clusters Score -3990103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3990101.250000 Penalty: 3606.850098
	Iteration 66Q: 3 clusters Score -3990101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3990105.000000 Penalty: 3606.850098
	Iteration 67Q: 3 clusters Score -3990105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3990104.250000 Penalty: 3606.850098
	Iteration 68Q: 3 clusters Score -3990104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3990105.750000 Penalty: 3606.850098
	Iteration 69Q: 3 clusters Score -3990106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3990105.750000 Penalty: 3606.850098
	Iteration 70Q: 3 clusters Score -3990106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3990105.500000 Penalty: 3606.850098
	Iteration 71Q: 3 clusters Score -3990106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3990109.750000 Penalty: 3606.850098
	Iteration 72Q: 3 clusters Score -3990110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3990107.750000 Penalty: 3606.850098
	Iteration 73Q: 3 clusters Score -3990108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3990105.250000 Penalty: 3606.850098
	Iteration 74Q: 3 clusters Score -3990105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3990105.250000 Penalty: 3606.850098
	Iteration 75Q: 3 clusters Score -3990105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3990105.250000 Penalty: 3606.850098
	Iteration 76F: 3 clusters Score -3990105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -1057408.625000 Penalty: 1613.977905
	Iteration 0F: 2 clusters Score -1057409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1043591.250000 Penalty: 3227.955811
	Iteration 0F: 3 clusters Score -1043591 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1048753.000000 Penalty: 3227.955811
	Iteration 1F: 3 clusters Score -1048753 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1049328.625000 Penalty: 3227.955811
	Iteration 2F: 3 clusters Score -1049329 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1049870.625000 Penalty: 3227.955811
	Iteration 3F: 3 clusters Score -1049871 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1050412.750000 Penalty: 3227.955811
	Iteration 4F: 3 clusters Score -1050413 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1050971.125000 Penalty: 3227.955811
	Iteration 5Q: 3 clusters Score -1050971 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1051584.375000 Penalty: 3227.955811
	Iteration 6Q: 3 clusters Score -1051584 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1052190.000000 Penalty: 3227.955811
	Iteration 7Q: 3 clusters Score -1052190 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1052783.000000 Penalty: 3227.955811
	Iteration 8Q: 3 clusters Score -1052783 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1053294.500000 Penalty: 3227.955811
	Iteration 9Q: 3 clusters Score -1053294 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1053752.375000 Penalty: 3227.955811
	Iteration 10Q: 3 clusters Score -1053752 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1054152.375000 Penalty: 3227.955811
	Iteration 11Q: 3 clusters Score -1054152 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1054499.500000 Penalty: 3227.955811
	Iteration 12Q: 3 clusters Score -1054500 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1054799.500000 Penalty: 3227.955811
	Iteration 13Q: 3 clusters Score -1054800 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1055072.875000 Penalty: 3227.955811
	Iteration 14Q: 3 clusters Score -1055073 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1055338.250000 Penalty: 3227.955811
	Iteration 15Q: 3 clusters Score -1055338 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1055549.750000 Penalty: 3227.955811
	Iteration 16Q: 3 clusters Score -1055550 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1055708.250000 Penalty: 3227.955811
	Iteration 17Q: 3 clusters Score -1055708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1055864.625000 Penalty: 3227.955811
	Iteration 18Q: 3 clusters Score -1055865 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1055958.625000 Penalty: 3227.955811
	Iteration 19Q: 3 clusters Score -1055959 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1056033.000000 Penalty: 3227.955811
	Iteration 20F: 3 clusters Score -1056033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1056092.125000 Penalty: 3227.955811
	Iteration 21Q: 3 clusters Score -1056092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1056129.125000 Penalty: 3227.955811
	Iteration 22Q: 3 clusters Score -1056129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1056159.000000 Penalty: 3227.955811
	Iteration 23Q: 3 clusters Score -1056159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1056187.375000 Penalty: 3227.955811
	Iteration 24Q: 3 clusters Score -1056187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1056207.750000 Penalty: 3227.955811
	Iteration 25Q: 3 clusters Score -1056208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1056231.500000 Penalty: 3227.955811
	Iteration 26Q: 3 clusters Score -1056232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1056253.875000 Penalty: 3227.955811
	Iteration 27Q: 3 clusters Score -1056254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1056273.375000 Penalty: 3227.955811
	Iteration 28Q: 3 clusters Score -1056273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1056300.875000 Penalty: 3227.955811
	Iteration 29Q: 3 clusters Score -1056301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1056326.250000 Penalty: 3227.955811
	Iteration 30Q: 3 clusters Score -1056326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1056350.125000 Penalty: 3227.955811
	Iteration 31Q: 3 clusters Score -1056350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1056378.875000 Penalty: 3227.955811
	Iteration 32Q: 3 clusters Score -1056379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1056411.125000 Penalty: 3227.955811
	Iteration 33Q: 3 clusters Score -1056411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1056439.250000 Penalty: 3227.955811
	Iteration 34Q: 3 clusters Score -1056439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1056456.000000 Penalty: 3227.955811
	Iteration 35Q: 3 clusters Score -1056456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1056470.375000 Penalty: 3227.955811
	Iteration 36Q: 3 clusters Score -1056470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1056487.000000 Penalty: 3227.955811
	Iteration 37Q: 3 clusters Score -1056487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1056500.125000 Penalty: 3227.955811
	Iteration 38Q: 3 clusters Score -1056500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1056504.875000 Penalty: 3227.955811
	Iteration 39Q: 3 clusters Score -1056505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1056513.375000 Penalty: 3227.955811
	Iteration 40F: 3 clusters Score -1056513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1056521.875000 Penalty: 3227.955811
	Iteration 41Q: 3 clusters Score -1056522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1056526.500000 Penalty: 3227.955811
	Iteration 42Q: 3 clusters Score -1056526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1056532.125000 Penalty: 3227.955811
	Iteration 43Q: 3 clusters Score -1056532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1056537.750000 Penalty: 3227.955811
	Iteration 44Q: 3 clusters Score -1056538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1056538.875000 Penalty: 3227.955811
	Iteration 45Q: 3 clusters Score -1056539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1056539.125000 Penalty: 3227.955811
	Iteration 46Q: 3 clusters Score -1056539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1056539.750000 Penalty: 3227.955811
	Iteration 47Q: 3 clusters Score -1056540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1056541.000000 Penalty: 3227.955811
	Iteration 48Q: 3 clusters Score -1056541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1056541.375000 Penalty: 3227.955811
	Iteration 49Q: 3 clusters Score -1056541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1056542.750000 Penalty: 3227.955811
	Iteration 50Q: 3 clusters Score -1056543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1056545.000000 Penalty: 3227.955811
	Iteration 51Q: 3 clusters Score -1056545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1056544.375000 Penalty: 3227.955811
	Iteration 52Q: 3 clusters Score -1056544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1056546.375000 Penalty: 3227.955811
	Iteration 53Q: 3 clusters Score -1056546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1056546.375000 Penalty: 3227.955811
	Iteration 54F: 3 clusters Score -1056546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Entering Unmasked Estep 
Score: -522904.468750 Penalty: 1470.385620
	Iteration 0F: 2 clusters Score -522904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -516684.437500 Penalty: 2940.771240
	Iteration 0F: 3 clusters Score -516684.4 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -518716.875000 Penalty: 2940.771240
	Iteration 1F: 3 clusters Score -518716.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -518927.625000 Penalty: 2940.771240
	Iteration 2F: 3 clusters Score -518927.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -519088.250000 Penalty: 2940.771240
	Iteration 3Q: 3 clusters Score -519088.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -519244.718750 Penalty: 2940.771240
	Iteration 4Q: 3 clusters Score -519244.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -519396.875000 Penalty: 2940.771240
	Iteration 5Q: 3 clusters Score -519396.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -519574.687500 Penalty: 2940.771240
	Iteration 6Q: 3 clusters Score -519574.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -519774.593750 Penalty: 2940.771240
	Iteration 7Q: 3 clusters Score -519774.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -520048.781250 Penalty: 2940.771240
	Iteration 8Q: 3 clusters Score -520048.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -520305.593750 Penalty: 2940.771240
	Iteration 9Q: 3 clusters Score -520305.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -520517.781250 Penalty: 2940.771240
	Iteration 10Q: 3 clusters Score -520517.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -520704.468750 Penalty: 2940.771240
	Iteration 11Q: 3 clusters Score -520704.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -520841.218750 Penalty: 2940.771240
	Iteration 12Q: 3 clusters Score -520841.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -520936.718750 Penalty: 2940.771240
	Iteration 13Q: 3 clusters Score -520936.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -521007.812500 Penalty: 2940.771240
	Iteration 14Q: 3 clusters Score -521007.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -521068.593750 Penalty: 2940.771240
	Iteration 15Q: 3 clusters Score -521068.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -521114.218750 Penalty: 2940.771240
	Iteration 16Q: 3 clusters Score -521114.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -521147.281250 Penalty: 2940.771240
	Iteration 17Q: 3 clusters Score -521147.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -521175.406250 Penalty: 2940.771240
	Iteration 18Q: 3 clusters Score -521175.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -521210.937500 Penalty: 2940.771240
	Iteration 19Q: 3 clusters Score -521210.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -521235.656250 Penalty: 2940.771240
	Iteration 20F: 3 clusters Score -521235.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -521266.687500 Penalty: 2940.771240
	Iteration 21Q: 3 clusters Score -521266.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -521288.187500 Penalty: 2940.771240
	Iteration 22Q: 3 clusters Score -521288.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -521326.375000 Penalty: 2940.771240
	Iteration 23Q: 3 clusters Score -521326.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -521362.031250 Penalty: 2940.771240
	Iteration 24Q: 3 clusters Score -521362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -521395.687500 Penalty: 2940.771240
	Iteration 25Q: 3 clusters Score -521395.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -521425.156250 Penalty: 2940.771240
	Iteration 26Q: 3 clusters Score -521425.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -521444.562500 Penalty: 2940.771240
	Iteration 27Q: 3 clusters Score -521444.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -521465.906250 Penalty: 2940.771240
	Iteration 28Q: 3 clusters Score -521465.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -521482.562500 Penalty: 2940.771240
	Iteration 29Q: 3 clusters Score -521482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -521494.937500 Penalty: 2940.771240
	Iteration 30Q: 3 clusters Score -521494.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -521502.343750 Penalty: 2940.771240
	Iteration 31Q: 3 clusters Score -521502.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -521512.437500 Penalty: 2940.771240
	Iteration 32Q: 3 clusters Score -521512.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -521521.906250 Penalty: 2940.771240
	Iteration 33Q: 3 clusters Score -521521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -521527.125000 Penalty: 2940.771240
	Iteration 34Q: 3 clusters Score -521527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -521531.375000 Penalty: 2940.771240
	Iteration 35Q: 3 clusters Score -521531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -521533.343750 Penalty: 2940.771240
	Iteration 36Q: 3 clusters Score -521533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -521534.968750 Penalty: 2940.771240
	Iteration 37Q: 3 clusters Score -521535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -521535.281250 Penalty: 2940.771240
	Iteration 38Q: 3 clusters Score -521535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -521535.875000 Penalty: 2940.771240
	Iteration 39Q: 3 clusters Score -521535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -521538.156250 Penalty: 2940.771240
	Iteration 40F: 3 clusters Score -521538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -521539.843750 Penalty: 2940.771240
	Iteration 41Q: 3 clusters Score -521539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -521541.125000 Penalty: 2940.771240
	Iteration 42Q: 3 clusters Score -521541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -521541.531250 Penalty: 2940.771240
	Iteration 43Q: 3 clusters Score -521541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -521541.531250 Penalty: 2940.771240
	Iteration 44F: 3 clusters Score -521541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -194201.671875 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -194201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -191182.734375 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -191182.7 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -191871.062500 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -191871.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -192032.640625 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -192032.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -192195.328125 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -192195.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -192373.390625 Penalty: 2651.982666
	Iteration 4F: 3 clusters Score -192373.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -192562.218750 Penalty: 2651.982666
	Iteration 5F: 3 clusters Score -192562.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -192741.312500 Penalty: 2651.982666
	Iteration 6F: 3 clusters Score -192741.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192904.937500 Penalty: 2651.982666
	Iteration 7F: 3 clusters Score -192904.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -193062.609375 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -193062.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -193183.156250 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -193183.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193264.625000 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -193264.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193315.140625 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -193315.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -193338.234375 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -193338.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193360.437500 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -193360.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193375.265625 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -193375.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -193384.031250 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -193384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -193392.640625 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -193392.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193399.453125 Penalty: 2651.982666
	Iteration 17Q: 3 clusters Score -193399.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -193404.437500 Penalty: 2651.982666
	Iteration 18Q: 3 clusters Score -193404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -193407.250000 Penalty: 2651.982666
	Iteration 19Q: 3 clusters Score -193407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -193410.453125 Penalty: 2651.982666
	Iteration 20F: 3 clusters Score -193410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -193413.031250 Penalty: 2651.982666
	Iteration 21Q: 3 clusters Score -193413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -193413.875000 Penalty: 2651.982666
	Iteration 22Q: 3 clusters Score -193413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -193414.500000 Penalty: 2651.982666
	Iteration 23Q: 3 clusters Score -193414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -193414.500000 Penalty: 2651.982666
	Iteration 24F: 3 clusters Score -193414.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -355513.125000 Penalty: 1432.786743
	Iteration 0F: 2 clusters Score -355513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -350397.906250 Penalty: 2865.573486
	Iteration 0F: 3 clusters Score -350397.9 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -352068.375000 Penalty: 2865.573486
	Iteration 1F: 3 clusters Score -352068.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -352365.343750 Penalty: 2865.573486
	Iteration 2F: 3 clusters Score -352365.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -352638.593750 Penalty: 2865.573486
	Iteration 3F: 3 clusters Score -352638.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -352939.125000 Penalty: 2865.573486
	Iteration 4F: 3 clusters Score -352939.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -353220.500000 Penalty: 2865.573486
	Iteration 5F: 3 clusters Score -353220.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -353429.156250 Penalty: 2865.573486
	Iteration 6Q: 3 clusters Score -353429.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -353621.593750 Penalty: 2865.573486
	Iteration 7Q: 3 clusters Score -353621.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -353795.687500 Penalty: 2865.573486
	Iteration 8Q: 3 clusters Score -353795.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -353935.093750 Penalty: 2865.573486
	Iteration 9Q: 3 clusters Score -353935.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -354038.750000 Penalty: 2865.573486
	Iteration 10Q: 3 clusters Score -354038.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -354120.937500 Penalty: 2865.573486
	Iteration 11Q: 3 clusters Score -354120.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -354190.843750 Penalty: 2865.573486
	Iteration 12Q: 3 clusters Score -354190.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -354251.562500 Penalty: 2865.573486
	Iteration 13Q: 3 clusters Score -354251.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -354309.531250 Penalty: 2865.573486
	Iteration 14Q: 3 clusters Score -354309.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -354368.281250 Penalty: 2865.573486
	Iteration 15Q: 3 clusters Score -354368.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -354418.281250 Penalty: 2865.573486
	Iteration 16Q: 3 clusters Score -354418.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -354462.437500 Penalty: 2865.573486
	Iteration 17Q: 3 clusters Score -354462.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -354497.062500 Penalty: 2865.573486
	Iteration 18Q: 3 clusters Score -354497.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -354524.156250 Penalty: 2865.573486
	Iteration 19Q: 3 clusters Score -354524.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -354551.812500 Penalty: 2865.573486
	Iteration 20F: 3 clusters Score -354551.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -354573.500000 Penalty: 2865.573486
	Iteration 21Q: 3 clusters Score -354573.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -354592.593750 Penalty: 2865.573486
	Iteration 22Q: 3 clusters Score -354592.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -354609.625000 Penalty: 2865.573486
	Iteration 23Q: 3 clusters Score -354609.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -354627.125000 Penalty: 2865.573486
	Iteration 24Q: 3 clusters Score -354627.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -354638.375000 Penalty: 2865.573486
	Iteration 25Q: 3 clusters Score -354638.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -354643.343750 Penalty: 2865.573486
	Iteration 26Q: 3 clusters Score -354643.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -354649.906250 Penalty: 2865.573486
	Iteration 27Q: 3 clusters Score -354649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -354653.375000 Penalty: 2865.573486
	Iteration 28Q: 3 clusters Score -354653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -354657.125000 Penalty: 2865.573486
	Iteration 29Q: 3 clusters Score -354657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -354657.500000 Penalty: 2865.573486
	Iteration 30Q: 3 clusters Score -354657.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -354661.187500 Penalty: 2865.573486
	Iteration 31Q: 3 clusters Score -354661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -354661.125000 Penalty: 2865.573486
	Iteration 32Q: 3 clusters Score -354661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -354663.937500 Penalty: 2865.573486
	Iteration 33Q: 3 clusters Score -354663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -354664.937500 Penalty: 2865.573486
	Iteration 34Q: 3 clusters Score -354664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -354664.968750 Penalty: 2865.573486
	Iteration 35Q: 3 clusters Score -354665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -354666.343750 Penalty: 2865.573486
	Iteration 36Q: 3 clusters Score -354666.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -354667.437500 Penalty: 2865.573486
	Iteration 37Q: 3 clusters Score -354667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -354667.281250 Penalty: 2865.573486
	Iteration 38Q: 3 clusters Score -354667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -354668.000000 Penalty: 2865.573486
	Iteration 39Q: 3 clusters Score -354668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -354667.937500 Penalty: 2865.573486
	Iteration 40F: 3 clusters Score -354667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -354669.781250 Penalty: 2865.573486
	Iteration 41Q: 3 clusters Score -354669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -354671.218750 Penalty: 2865.573486
	Iteration 42Q: 3 clusters Score -354671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -354671.968750 Penalty: 2865.573486
	Iteration 43Q: 3 clusters Score -354672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -354671.781250 Penalty: 2865.573486
	Iteration 44Q: 3 clusters Score -354671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -354673.062500 Penalty: 2865.573486
	Iteration 45Q: 3 clusters Score -354673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -354673.625000 Penalty: 2865.573486
	Iteration 46Q: 3 clusters Score -354673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -354673.156250 Penalty: 2865.573486
	Iteration 47Q: 3 clusters Score -354673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -354673.093750 Penalty: 2865.573486
	Iteration 48Q: 3 clusters Score -354673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -354674.593750 Penalty: 2865.573486
	Iteration 49Q: 3 clusters Score -354674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -354674.468750 Penalty: 2865.573486
	Iteration 50Q: 3 clusters Score -354674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -354675.031250 Penalty: 2865.573486
	Iteration 51Q: 3 clusters Score -354675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -354675.468750 Penalty: 2865.573486
	Iteration 52Q: 3 clusters Score -354675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -354675.250000 Penalty: 2865.573486
	Iteration 53Q: 3 clusters Score -354675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -354675.406250 Penalty: 2865.573486
	Iteration 54Q: 3 clusters Score -354675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -354675.156250 Penalty: 2865.573486
	Iteration 55Q: 3 clusters Score -354675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -354675.156250 Penalty: 2865.573486
	Iteration 56F: 3 clusters Score -354675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -309137.218750 Penalty: 1391.072144
	Iteration 0F: 2 clusters Score -309137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -304962.593750 Penalty: 2782.144287
	Iteration 0F: 3 clusters Score -304962.6 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -306237.593750 Penalty: 2782.144287
	Iteration 1F: 3 clusters Score -306237.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -306469.218750 Penalty: 2782.144287
	Iteration 2F: 3 clusters Score -306469.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -306634.281250 Penalty: 2782.144287
	Iteration 3F: 3 clusters Score -306634.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -306778.312500 Penalty: 2782.144287
	Iteration 4Q: 3 clusters Score -306778.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -306889.656250 Penalty: 2782.144287
	Iteration 5Q: 3 clusters Score -306889.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -306960.468750 Penalty: 2782.144287
	Iteration 6Q: 3 clusters Score -306960.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -307027.062500 Penalty: 2782.144287
	Iteration 7Q: 3 clusters Score -307027.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -307096.125000 Penalty: 2782.144287
	Iteration 8Q: 3 clusters Score -307096.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -307185.343750 Penalty: 2782.144287
	Iteration 9Q: 3 clusters Score -307185.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -307269.343750 Penalty: 2782.144287
	Iteration 10Q: 3 clusters Score -307269.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -307350.468750 Penalty: 2782.144287
	Iteration 11Q: 3 clusters Score -307350.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -307413.187500 Penalty: 2782.144287
	Iteration 12Q: 3 clusters Score -307413.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -307456.750000 Penalty: 2782.144287
	Iteration 13Q: 3 clusters Score -307456.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -307494.781250 Penalty: 2782.144287
	Iteration 14Q: 3 clusters Score -307494.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -307522.250000 Penalty: 2782.144287
	Iteration 15Q: 3 clusters Score -307522.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -307543.875000 Penalty: 2782.144287
	Iteration 16Q: 3 clusters Score -307543.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -307563.031250 Penalty: 2782.144287
	Iteration 17Q: 3 clusters Score -307563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -307576.187500 Penalty: 2782.144287
	Iteration 18Q: 3 clusters Score -307576.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -307588.218750 Penalty: 2782.144287
	Iteration 19Q: 3 clusters Score -307588.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -307596.093750 Penalty: 2782.144287
	Iteration 20F: 3 clusters Score -307596.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -307604.812500 Penalty: 2782.144287
	Iteration 21Q: 3 clusters Score -307604.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -307610.906250 Penalty: 2782.144287
	Iteration 22Q: 3 clusters Score -307610.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -307620.406250 Penalty: 2782.144287
	Iteration 23Q: 3 clusters Score -307620.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -307631.843750 Penalty: 2782.144287
	Iteration 24Q: 3 clusters Score -307631.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -307641.750000 Penalty: 2782.144287
	Iteration 25Q: 3 clusters Score -307641.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -307649.781250 Penalty: 2782.144287
	Iteration 26Q: 3 clusters Score -307649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -307657.937500 Penalty: 2782.144287
	Iteration 27Q: 3 clusters Score -307657.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307667.687500 Penalty: 2782.144287
	Iteration 28Q: 3 clusters Score -307667.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -307679.500000 Penalty: 2782.144287
	Iteration 29Q: 3 clusters Score -307679.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -307688.437500 Penalty: 2782.144287
	Iteration 30Q: 3 clusters Score -307688.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -307705.093750 Penalty: 2782.144287
	Iteration 31Q: 3 clusters Score -307705.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -307722.843750 Penalty: 2782.144287
	Iteration 32Q: 3 clusters Score -307722.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -307745.843750 Penalty: 2782.144287
	Iteration 33Q: 3 clusters Score -307745.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307771.625000 Penalty: 2782.144287
	Iteration 34Q: 3 clusters Score -307771.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -307795.406250 Penalty: 2782.144287
	Iteration 35Q: 3 clusters Score -307795.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -307823.343750 Penalty: 2782.144287
	Iteration 36Q: 3 clusters Score -307823.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -307852.406250 Penalty: 2782.144287
	Iteration 37Q: 3 clusters Score -307852.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307887.343750 Penalty: 2782.144287
	Iteration 38Q: 3 clusters Score -307887.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -307927.093750 Penalty: 2782.144287
	Iteration 39Q: 3 clusters Score -307927.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -307955.593750 Penalty: 2782.144287
	Iteration 40F: 3 clusters Score -307955.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -307971.906250 Penalty: 2782.144287
	Iteration 41Q: 3 clusters Score -307971.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -307986.937500 Penalty: 2782.144287
	Iteration 42Q: 3 clusters Score -307986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -308000.000000 Penalty: 2782.144287
	Iteration 43Q: 3 clusters Score -308000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308011.031250 Penalty: 2782.144287
	Iteration 44Q: 3 clusters Score -308011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -308019.812500 Penalty: 2782.144287
	Iteration 45Q: 3 clusters Score -308019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -308026.156250 Penalty: 2782.144287
	Iteration 46Q: 3 clusters Score -308026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308029.562500 Penalty: 2782.144287
	Iteration 47Q: 3 clusters Score -308029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -308034.406250 Penalty: 2782.144287
	Iteration 48Q: 3 clusters Score -308034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -308039.218750 Penalty: 2782.144287
	Iteration 49Q: 3 clusters Score -308039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -308045.750000 Penalty: 2782.144287
	Iteration 50Q: 3 clusters Score -308045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -308051.531250 Penalty: 2782.144287
	Iteration 51Q: 3 clusters Score -308051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -308055.937500 Penalty: 2782.144287
	Iteration 52Q: 3 clusters Score -308055.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -308061.062500 Penalty: 2782.144287
	Iteration 53Q: 3 clusters Score -308061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308068.875000 Penalty: 2782.144287
	Iteration 54Q: 3 clusters Score -308068.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -308078.343750 Penalty: 2782.144287
	Iteration 55Q: 3 clusters Score -308078.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308087.218750 Penalty: 2782.144287
	Iteration 56Q: 3 clusters Score -308087.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -308093.968750 Penalty: 2782.144287
	Iteration 57Q: 3 clusters Score -308094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -308099.593750 Penalty: 2782.144287
	Iteration 58Q: 3 clusters Score -308099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308101.968750 Penalty: 2782.144287
	Iteration 59Q: 3 clusters Score -308102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308104.968750 Penalty: 2782.144287
	Iteration 60F: 3 clusters Score -308105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308109.125000 Penalty: 2782.144287
	Iteration 61Q: 3 clusters Score -308109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308110.312500 Penalty: 2782.144287
	Iteration 62Q: 3 clusters Score -308110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308110.843750 Penalty: 2782.144287
	Iteration 63Q: 3 clusters Score -308110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308112.531250 Penalty: 2782.144287
	Iteration 64Q: 3 clusters Score -308112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308113.843750 Penalty: 2782.144287
	Iteration 65Q: 3 clusters Score -308113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308114.156250 Penalty: 2782.144287
	Iteration 66Q: 3 clusters Score -308114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -308115.000000 Penalty: 2782.144287
	Iteration 67Q: 3 clusters Score -308115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -308117.218750 Penalty: 2782.144287
	Iteration 68Q: 3 clusters Score -308117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -308119.156250 Penalty: 2782.144287
	Iteration 69Q: 3 clusters Score -308119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -308122.875000 Penalty: 2782.144287
	Iteration 70Q: 3 clusters Score -308122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -308123.375000 Penalty: 2782.144287
	Iteration 71Q: 3 clusters Score -308123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -308124.937500 Penalty: 2782.144287
	Iteration 72Q: 3 clusters Score -308124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -308125.031250 Penalty: 2782.144287
	Iteration 73Q: 3 clusters Score -308125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -308125.625000 Penalty: 2782.144287
	Iteration 74Q: 3 clusters Score -308125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -308126.437500 Penalty: 2782.144287
	Iteration 75Q: 3 clusters Score -308126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -308125.843750 Penalty: 2782.144287
	Iteration 76Q: 3 clusters Score -308125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -308125.843750 Penalty: 2782.144287
	Iteration 77F: 3 clusters Score -308125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -123992.976562 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -123993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -121791.546875 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -121791.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -122326.898438 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -122326.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122535.476562 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -122535.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -122838.265625 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -122838.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -123102.695312 Penalty: 2507.415283
	Iteration 4F: 3 clusters Score -123102.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -123293.445312 Penalty: 2507.415283
	Iteration 5F: 3 clusters Score -123293.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -123418.515625 Penalty: 2507.415283
	Iteration 6F: 3 clusters Score -123418.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -123487.000000 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -123487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -123530.382812 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -123530.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -123561.671875 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -123561.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -123583.625000 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -123583.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -123598.953125 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -123599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -123608.601562 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -123608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -123613.109375 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -123613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -123616.609375 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -123616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -123619.859375 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -123619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -123623.164062 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -123623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -123629.554688 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -123629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -123634.343750 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -123634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -123638.585938 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -123638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -123643.117188 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -123643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -123645.414062 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -123645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -123648.523438 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -123648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -123651.210938 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -123651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -123652.921875 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -123652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -123653.562500 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -123653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -123654.304688 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -123654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -123654.976562 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -123655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -123654.976562 Penalty: 2507.415283
	Iteration 28F: 3 clusters Score -123655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -27657.994141 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -27657.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26423.326172 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -26423.33 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26710.359375 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -26710.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26810.607422 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -26810.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26873.896484 Penalty: 2122.061035
	Iteration 3Q: 3 clusters Score -26873.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26938.009766 Penalty: 2122.061035
	Iteration 4Q: 3 clusters Score -26938.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27000.466797 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -27000.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27081.830078 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -27081.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27134.281250 Penalty: 2122.061035
	Iteration 7Q: 3 clusters Score -27134.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27168.132812 Penalty: 2122.061035
	Iteration 8Q: 3 clusters Score -27168.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27185.044922 Penalty: 2122.061035
	Iteration 9Q: 3 clusters Score -27185.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27194.011719 Penalty: 2122.061035
	Iteration 10Q: 3 clusters Score -27194.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27194.011719 Penalty: 2122.061035
	Iteration 11F: 3 clusters Score -27194.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -64129.414062 Penalty: 1144.087158
	Iteration 0F: 2 clusters Score -64129.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -62623.253906 Penalty: 2288.174316
	Iteration 0F: 3 clusters Score -62623.25 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63045.117188 Penalty: 2288.174316
	Iteration 1F: 3 clusters Score -63045.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -63294.523438 Penalty: 2288.174316
	Iteration 2F: 3 clusters Score -63294.52 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -63455.179688 Penalty: 2288.174316
	Iteration 3F: 3 clusters Score -63455.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -63686.992188 Penalty: 2288.174316
	Iteration 4F: 3 clusters Score -63686.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -63981.625000 Penalty: 2288.174316
	Iteration 5F: 3 clusters Score -63981.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -64071.644531 Penalty: 2288.174316
	Iteration 6Q: 3 clusters Score -64071.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -64121.316406 Penalty: 2288.174316
	Iteration 7Q: 3 clusters Score -64121.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -64149.421875 Penalty: 2288.174316
	Iteration 8Q: 3 clusters Score -64149.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -64163.015625 Penalty: 2288.174316
	Iteration 9Q: 3 clusters Score -64163.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -64183.695312 Penalty: 2288.174316
	Iteration 10Q: 3 clusters Score -64183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -64191.031250 Penalty: 2288.174316
	Iteration 11Q: 3 clusters Score -64191.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -64192.152344 Penalty: 2288.174316
	Iteration 12Q: 3 clusters Score -64192.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -64192.152344 Penalty: 2288.174316
	Iteration 13F: 3 clusters Score -64192.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17726 members 
Mstep: Class 3 contains 68797 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 17 contains 66039 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22704 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76168 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47919 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 3610 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 871 members 
Entering Unmasked Estep 
Score: -30939590.000000 Penalty: 92353.375000
Splitting cluster 25 changes total score from -30940416.000000 to -30939590.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -296896.781250 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -296896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -293015.781250 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -293015.8 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -294142.968750 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -294143 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -294341.562500 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -294341.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -294485.968750 Penalty: 2757.249023
	Iteration 3F: 3 clusters Score -294486 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -294606.000000 Penalty: 2757.249023
	Iteration 4Q: 3 clusters Score -294606 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -294709.843750 Penalty: 2757.249023
	Iteration 5Q: 3 clusters Score -294709.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -294815.812500 Penalty: 2757.249023
	Iteration 6Q: 3 clusters Score -294815.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -294913.343750 Penalty: 2757.249023
	Iteration 7Q: 3 clusters Score -294913.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -295008.531250 Penalty: 2757.249023
	Iteration 8Q: 3 clusters Score -295008.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -295099.531250 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -295099.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -295179.656250 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -295179.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -295275.687500 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -295275.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -295369.000000 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -295369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -295432.062500 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -295432.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -295472.562500 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -295472.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -295495.718750 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -295495.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -295511.718750 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -295511.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -295527.500000 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -295527.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -295537.406250 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -295537.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -295548.875000 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -295548.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -295557.250000 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -295557.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -295564.968750 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -295565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -295572.312500 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -295572.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -295574.093750 Penalty: 2757.249023
	Iteration 23Q: 3 clusters Score -295574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -295575.156250 Penalty: 2757.249023
	Iteration 24Q: 3 clusters Score -295575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -295576.562500 Penalty: 2757.249023
	Iteration 25Q: 3 clusters Score -295576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -295577.468750 Penalty: 2757.249023
	Iteration 26Q: 3 clusters Score -295577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -295578.500000 Penalty: 2757.249023
	Iteration 27Q: 3 clusters Score -295578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -295579.000000 Penalty: 2757.249023
	Iteration 28Q: 3 clusters Score -295579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -295579.625000 Penalty: 2757.249023
	Iteration 29Q: 3 clusters Score -295579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -295579.187500 Penalty: 2757.249023
	Iteration 30Q: 3 clusters Score -295579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -295580.468750 Penalty: 2757.249023
	Iteration 31Q: 3 clusters Score -295580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -295580.625000 Penalty: 2757.249023
	Iteration 32Q: 3 clusters Score -295580.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -295580.625000 Penalty: 2757.249023
	Iteration 33F: 3 clusters Score -295580.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -126632.117188 Penalty: 1257.999268
	Iteration 0F: 2 clusters Score -126632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -124336.976562 Penalty: 2515.998535
	Iteration 0F: 3 clusters Score -124337 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -124841.265625 Penalty: 2515.998535
	Iteration 1F: 3 clusters Score -124841.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -124965.507812 Penalty: 2515.998535
	Iteration 2F: 3 clusters Score -124965.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -125046.546875 Penalty: 2515.998535
	Iteration 3Q: 3 clusters Score -125046.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -125104.406250 Penalty: 2515.998535
	Iteration 4Q: 3 clusters Score -125104.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -125154.507812 Penalty: 2515.998535
	Iteration 5Q: 3 clusters Score -125154.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -125197.296875 Penalty: 2515.998535
	Iteration 6Q: 3 clusters Score -125197.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -125231.460938 Penalty: 2515.998535
	Iteration 7Q: 3 clusters Score -125231.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -125265.296875 Penalty: 2515.998535
	Iteration 8Q: 3 clusters Score -125265.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -125299.898438 Penalty: 2515.998535
	Iteration 9Q: 3 clusters Score -125299.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -125320.757812 Penalty: 2515.998535
	Iteration 10Q: 3 clusters Score -125320.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -125344.265625 Penalty: 2515.998535
	Iteration 11Q: 3 clusters Score -125344.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -125362.093750 Penalty: 2515.998535
	Iteration 12Q: 3 clusters Score -125362.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -125369.250000 Penalty: 2515.998535
	Iteration 13Q: 3 clusters Score -125369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -125374.031250 Penalty: 2515.998535
	Iteration 14Q: 3 clusters Score -125374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -125377.031250 Penalty: 2515.998535
	Iteration 15Q: 3 clusters Score -125377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -125380.734375 Penalty: 2515.998535
	Iteration 16Q: 3 clusters Score -125380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -125384.710938 Penalty: 2515.998535
	Iteration 17Q: 3 clusters Score -125384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -125387.726562 Penalty: 2515.998535
	Iteration 18Q: 3 clusters Score -125387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -125389.867188 Penalty: 2515.998535
	Iteration 19Q: 3 clusters Score -125389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -125392.023438 Penalty: 2515.998535
	Iteration 20F: 3 clusters Score -125392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -125393.484375 Penalty: 2515.998535
	Iteration 21Q: 3 clusters Score -125393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -125394.312500 Penalty: 2515.998535
	Iteration 22Q: 3 clusters Score -125394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -125394.312500 Penalty: 2515.998535
	Iteration 23F: 3 clusters Score -125394.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -190889.406250 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -190889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -187925.187500 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -187925.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -188957.421875 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -188957.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -189461.218750 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -189461.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -189958.171875 Penalty: 2648.244873
	Iteration 3F: 3 clusters Score -189958.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -190331.484375 Penalty: 2648.244873
	Iteration 4F: 3 clusters Score -190331.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -190635.312500 Penalty: 2648.244873
	Iteration 5F: 3 clusters Score -190635.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -190992.218750 Penalty: 2648.244873
	Iteration 6F: 3 clusters Score -190992.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -191241.328125 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -191241.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -191372.171875 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -191372.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -191436.218750 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -191436.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -191481.828125 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -191481.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -191526.265625 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -191526.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -191560.718750 Penalty: 2648.244873
	Iteration 12Q: 3 clusters Score -191560.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -191588.968750 Penalty: 2648.244873
	Iteration 13Q: 3 clusters Score -191589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -191612.687500 Penalty: 2648.244873
	Iteration 14Q: 3 clusters Score -191612.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -191621.109375 Penalty: 2648.244873
	Iteration 15Q: 3 clusters Score -191621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -191625.125000 Penalty: 2648.244873
	Iteration 16Q: 3 clusters Score -191625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -191626.515625 Penalty: 2648.244873
	Iteration 17Q: 3 clusters Score -191626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191626.859375 Penalty: 2648.244873
	Iteration 18Q: 3 clusters Score -191626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191626.859375 Penalty: 2648.244873
	Iteration 19F: 3 clusters Score -191626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17726 members 
Mstep: Class 3 contains 68797 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 17 contains 66039 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22704 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76168 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47919 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 3610 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1156 members 
Entering Unmasked Estep 
Score: -30940434.000000 Penalty: 92353.375000
Splitting cluster 28 changes total score from -30940416.000000 to -30940434.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -101034.156250 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -101034.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -99112.421875 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -99112.42 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -99481.156250 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -99481.16 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -99569.976562 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -99569.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -99625.414062 Penalty: 2428.008057
	Iteration 3Q: 3 clusters Score -99625.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -99687.187500 Penalty: 2428.008057
	Iteration 4Q: 3 clusters Score -99687.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99749.132812 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -99749.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -99794.820312 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -99794.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -99835.023438 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -99835.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -99871.867188 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -99871.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99904.226562 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -99904.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -99937.531250 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -99937.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99970.250000 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -99970.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100000.054688 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -100000.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -100044.953125 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -100045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -100071.796875 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -100071.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100093.742188 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -100093.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100110.195312 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -100110.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100121.625000 Penalty: 2428.008057
	Iteration 17Q: 3 clusters Score -100121.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100133.835938 Penalty: 2428.008057
	Iteration 18Q: 3 clusters Score -100133.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100140.492188 Penalty: 2428.008057
	Iteration 19Q: 3 clusters Score -100140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100146.664062 Penalty: 2428.008057
	Iteration 20F: 3 clusters Score -100146.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100151.789062 Penalty: 2428.008057
	Iteration 21Q: 3 clusters Score -100151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100155.632812 Penalty: 2428.008057
	Iteration 22Q: 3 clusters Score -100155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100160.640625 Penalty: 2428.008057
	Iteration 23Q: 3 clusters Score -100160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100163.859375 Penalty: 2428.008057
	Iteration 24Q: 3 clusters Score -100163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100167.085938 Penalty: 2428.008057
	Iteration 25Q: 3 clusters Score -100167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100169.796875 Penalty: 2428.008057
	Iteration 26Q: 3 clusters Score -100169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100171.664062 Penalty: 2428.008057
	Iteration 27Q: 3 clusters Score -100171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100174.320312 Penalty: 2428.008057
	Iteration 28Q: 3 clusters Score -100174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100175.156250 Penalty: 2428.008057
	Iteration 29Q: 3 clusters Score -100175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100175.398438 Penalty: 2428.008057
	Iteration 30Q: 3 clusters Score -100175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100175.398438 Penalty: 2428.008057
	Iteration 31F: 3 clusters Score -100175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -40257.406250 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -40257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -38892.343750 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -38892.34 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39204.183594 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -39204.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -39310.199219 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -39310.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -39365.960938 Penalty: 2200.506592
	Iteration 3F: 3 clusters Score -39365.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -39407.628906 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -39407.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -39441.304688 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -39441.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -39462.269531 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -39462.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -39479.117188 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -39479.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -39494.953125 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -39494.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -39508.281250 Penalty: 2200.506592
	Iteration 9Q: 3 clusters Score -39508.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -39524.203125 Penalty: 2200.506592
	Iteration 10Q: 3 clusters Score -39524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -39536.628906 Penalty: 2200.506592
	Iteration 11Q: 3 clusters Score -39536.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -39547.500000 Penalty: 2200.506592
	Iteration 12Q: 3 clusters Score -39547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -39547.820312 Penalty: 2200.506592
	Iteration 13Q: 3 clusters Score -39547.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -39548.453125 Penalty: 2200.506592
	Iteration 14Q: 3 clusters Score -39548.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -39548.855469 Penalty: 2200.506592
	Iteration 15F: 3 clusters Score -39548.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -39550.589844 Penalty: 2200.506592
	Iteration 16Q: 3 clusters Score -39550.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -39551.335938 Penalty: 2200.506592
	Iteration 17Q: 3 clusters Score -39551.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -39551.335938 Penalty: 2200.506592
	Iteration 18F: 3 clusters Score -39551.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -59555.781250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -59555.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -58090.476562 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -58090.48 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58325.394531 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -58325.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -58408.718750 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -58408.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -58460.781250 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -58460.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58479.718750 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -58479.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58490.917969 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -58490.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58505.007812 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -58505.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58511.671875 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -58511.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58517.367188 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -58517.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58524.773438 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -58524.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -58529.718750 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -58529.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58534.804688 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -58534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58541.113281 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -58541.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58541.113281 Penalty: 2260.257568
	Iteration 13F: 3 clusters Score -58541.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Entering Unmasked Estep 
Score: -1378434.625000 Penalty: 1629.923096
	Iteration 0F: 2 clusters Score -1378435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1362979.375000 Penalty: 3259.846191
	Iteration 0F: 3 clusters Score -1362979 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1368576.000000 Penalty: 3259.846191
	Iteration 1F: 3 clusters Score -1368576 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1369034.125000 Penalty: 3259.846191
	Iteration 2Q: 3 clusters Score -1369034 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1369546.125000 Penalty: 3259.846191
	Iteration 3F: 3 clusters Score -1369546 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1370050.500000 Penalty: 3259.846191
	Iteration 4Q: 3 clusters Score -1370050 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1370587.750000 Penalty: 3259.846191
	Iteration 5Q: 3 clusters Score -1370588 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1371145.125000 Penalty: 3259.846191
	Iteration 6Q: 3 clusters Score -1371145 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1371723.875000 Penalty: 3259.846191
	Iteration 7Q: 3 clusters Score -1371724 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1372343.250000 Penalty: 3259.846191
	Iteration 8Q: 3 clusters Score -1372343 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1373011.750000 Penalty: 3259.846191
	Iteration 9Q: 3 clusters Score -1373012 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1373682.500000 Penalty: 3259.846191
	Iteration 10Q: 3 clusters Score -1373682 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1374368.375000 Penalty: 3259.846191
	Iteration 11Q: 3 clusters Score -1374368 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1375134.750000 Penalty: 3259.846191
	Iteration 12Q: 3 clusters Score -1375135 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1375885.750000 Penalty: 3259.846191
	Iteration 13Q: 3 clusters Score -1375886 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1376526.875000 Penalty: 3259.846191
	Iteration 14Q: 3 clusters Score -1376527 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1376948.625000 Penalty: 3259.846191
	Iteration 15Q: 3 clusters Score -1376949 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1377177.625000 Penalty: 3259.846191
	Iteration 16Q: 3 clusters Score -1377178 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1377280.125000 Penalty: 3259.846191
	Iteration 17Q: 3 clusters Score -1377280 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1377329.000000 Penalty: 3259.846191
	Iteration 18Q: 3 clusters Score -1377329 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1377366.875000 Penalty: 3259.846191
	Iteration 19Q: 3 clusters Score -1377367 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1377390.750000 Penalty: 3259.846191
	Iteration 20F: 3 clusters Score -1377391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1377407.750000 Penalty: 3259.846191
	Iteration 21Q: 3 clusters Score -1377408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1377416.375000 Penalty: 3259.846191
	Iteration 22Q: 3 clusters Score -1377416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1377420.625000 Penalty: 3259.846191
	Iteration 23Q: 3 clusters Score -1377421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1377425.750000 Penalty: 3259.846191
	Iteration 24Q: 3 clusters Score -1377426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1377435.125000 Penalty: 3259.846191
	Iteration 25Q: 3 clusters Score -1377435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1377437.750000 Penalty: 3259.846191
	Iteration 26Q: 3 clusters Score -1377438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1377440.125000 Penalty: 3259.846191
	Iteration 27Q: 3 clusters Score -1377440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1377448.125000 Penalty: 3259.846191
	Iteration 28Q: 3 clusters Score -1377448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1377448.125000 Penalty: 3259.846191
	Iteration 29Q: 3 clusters Score -1377448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1377456.750000 Penalty: 3259.846191
	Iteration 30Q: 3 clusters Score -1377457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1377462.125000 Penalty: 3259.846191
	Iteration 31Q: 3 clusters Score -1377462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1377470.375000 Penalty: 3259.846191
	Iteration 32Q: 3 clusters Score -1377470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1377477.125000 Penalty: 3259.846191
	Iteration 33Q: 3 clusters Score -1377477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1377484.000000 Penalty: 3259.846191
	Iteration 34Q: 3 clusters Score -1377484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1377490.500000 Penalty: 3259.846191
	Iteration 35Q: 3 clusters Score -1377490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1377487.875000 Penalty: 3259.846191
	Iteration 36Q: 3 clusters Score -1377488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1377492.000000 Penalty: 3259.846191
	Iteration 37Q: 3 clusters Score -1377492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1377496.500000 Penalty: 3259.846191
	Iteration 38Q: 3 clusters Score -1377496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1377501.875000 Penalty: 3259.846191
	Iteration 39Q: 3 clusters Score -1377502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1377499.250000 Penalty: 3259.846191
	Iteration 40F: 3 clusters Score -1377499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1377498.750000 Penalty: 3259.846191
	Iteration 41Q: 3 clusters Score -1377499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1377501.125000 Penalty: 3259.846191
	Iteration 42Q: 3 clusters Score -1377501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1377503.125000 Penalty: 3259.846191
	Iteration 43Q: 3 clusters Score -1377503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1377504.250000 Penalty: 3259.846191
	Iteration 44Q: 3 clusters Score -1377504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1377502.000000 Penalty: 3259.846191
	Iteration 45Q: 3 clusters Score -1377502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1377504.375000 Penalty: 3259.846191
	Iteration 46Q: 3 clusters Score -1377504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1377506.250000 Penalty: 3259.846191
	Iteration 47Q: 3 clusters Score -1377506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1377505.125000 Penalty: 3259.846191
	Iteration 48Q: 3 clusters Score -1377505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1377506.000000 Penalty: 3259.846191
	Iteration 49Q: 3 clusters Score -1377506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1377507.125000 Penalty: 3259.846191
	Iteration 50Q: 3 clusters Score -1377507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1377507.375000 Penalty: 3259.846191
	Iteration 51Q: 3 clusters Score -1377507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1377507.125000 Penalty: 3259.846191
	Iteration 52Q: 3 clusters Score -1377507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1377506.000000 Penalty: 3259.846191
	Iteration 53Q: 3 clusters Score -1377506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1377505.500000 Penalty: 3259.846191
	Iteration 54Q: 3 clusters Score -1377506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1377505.500000 Penalty: 3259.846191
	Iteration 55Q: 3 clusters Score -1377506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1377506.125000 Penalty: 3259.846191
	Iteration 56Q: 3 clusters Score -1377506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1377507.000000 Penalty: 3259.846191
	Iteration 57Q: 3 clusters Score -1377507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1377511.375000 Penalty: 3259.846191
	Iteration 58Q: 3 clusters Score -1377511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1377510.625000 Penalty: 3259.846191
	Iteration 59Q: 3 clusters Score -1377511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1377515.500000 Penalty: 3259.846191
	Iteration 60F: 3 clusters Score -1377516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1377513.750000 Penalty: 3259.846191
	Iteration 61Q: 3 clusters Score -1377514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1377513.750000 Penalty: 3259.846191
	Iteration 62Q: 3 clusters Score -1377514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1377514.875000 Penalty: 3259.846191
	Iteration 63Q: 3 clusters Score -1377515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1377512.125000 Penalty: 3259.846191
	Iteration 64Q: 3 clusters Score -1377512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1377513.000000 Penalty: 3259.846191
	Iteration 65Q: 3 clusters Score -1377513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1377517.375000 Penalty: 3259.846191
	Iteration 66Q: 3 clusters Score -1377517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1377515.000000 Penalty: 3259.846191
	Iteration 67Q: 3 clusters Score -1377515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1377516.375000 Penalty: 3259.846191
	Iteration 68Q: 3 clusters Score -1377516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1377515.000000 Penalty: 3259.846191
	Iteration 69Q: 3 clusters Score -1377515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1377515.875000 Penalty: 3259.846191
	Iteration 70Q: 3 clusters Score -1377516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1377516.500000 Penalty: 3259.846191
	Iteration 71Q: 3 clusters Score -1377516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1377515.750000 Penalty: 3259.846191
	Iteration 72Q: 3 clusters Score -1377516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1377513.625000 Penalty: 3259.846191
	Iteration 73Q: 3 clusters Score -1377514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1377516.250000 Penalty: 3259.846191
	Iteration 74Q: 3 clusters Score -1377516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1377516.125000 Penalty: 3259.846191
	Iteration 75Q: 3 clusters Score -1377516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1377516.125000 Penalty: 3259.846191
	Iteration 76F: 3 clusters Score -1377516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -183749.000000 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -183749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -180886.468750 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -180886.5 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -181644.203125 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -181644.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -181990.843750 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -181990.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -182351.546875 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -182351.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -182732.609375 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -182732.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -182960.000000 Penalty: 2631.564697
	Iteration 5F: 3 clusters Score -182960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -183091.546875 Penalty: 2631.564697
	Iteration 6Q: 3 clusters Score -183091.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -183189.500000 Penalty: 2631.564697
	Iteration 7Q: 3 clusters Score -183189.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -183248.906250 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -183248.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -183283.640625 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -183283.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -183312.046875 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -183312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -183341.921875 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -183341.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -183374.671875 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -183374.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -183416.015625 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -183416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -183458.484375 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -183458.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -183491.437500 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -183491.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -183515.734375 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -183515.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -183547.312500 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -183547.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183570.734375 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -183570.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183591.421875 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -183591.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183608.265625 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -183608.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -183622.437500 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -183622.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183636.156250 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -183636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -183650.843750 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -183650.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183674.062500 Penalty: 2631.564697
	Iteration 24Q: 3 clusters Score -183674.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -183697.531250 Penalty: 2631.564697
	Iteration 25Q: 3 clusters Score -183697.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183717.859375 Penalty: 2631.564697
	Iteration 26Q: 3 clusters Score -183717.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -183730.859375 Penalty: 2631.564697
	Iteration 27Q: 3 clusters Score -183730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183737.625000 Penalty: 2631.564697
	Iteration 28Q: 3 clusters Score -183737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183745.453125 Penalty: 2631.564697
	Iteration 29Q: 3 clusters Score -183745.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -183748.625000 Penalty: 2631.564697
	Iteration 30Q: 3 clusters Score -183748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183753.312500 Penalty: 2631.564697
	Iteration 31Q: 3 clusters Score -183753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183755.187500 Penalty: 2631.564697
	Iteration 32Q: 3 clusters Score -183755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183757.937500 Penalty: 2631.564697
	Iteration 33Q: 3 clusters Score -183757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183760.859375 Penalty: 2631.564697
	Iteration 34Q: 3 clusters Score -183760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -183762.531250 Penalty: 2631.564697
	Iteration 35Q: 3 clusters Score -183762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183763.468750 Penalty: 2631.564697
	Iteration 36Q: 3 clusters Score -183763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -183764.390625 Penalty: 2631.564697
	Iteration 37Q: 3 clusters Score -183764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183764.500000 Penalty: 2631.564697
	Iteration 38Q: 3 clusters Score -183764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183765.609375 Penalty: 2631.564697
	Iteration 39Q: 3 clusters Score -183765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183765.609375 Penalty: 2631.564697
	Iteration 40F: 3 clusters Score -183765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17726 members 
Mstep: Class 3 contains 68797 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 17 contains 66039 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22704 members 
Mstep: Class 33 contains 2536 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76168 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47919 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 3610 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1156 members 
Mstep: Class 44 contains 749 members 
Entering Unmasked Estep 
Score: -30939630.000000 Penalty: 94501.125000
Splitting cluster 33 changes total score from -30940416.000000 to -30939630.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -213307.312500 Penalty: 1328.435059
	Iteration 0F: 2 clusters Score -213307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -210205.406250 Penalty: 2656.870117
	Iteration 0F: 3 clusters Score -210205.4 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -211004.968750 Penalty: 2656.870117
	Iteration 1F: 3 clusters Score -211005 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -211217.437500 Penalty: 2656.870117
	Iteration 2F: 3 clusters Score -211217.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -211358.203125 Penalty: 2656.870117
	Iteration 3F: 3 clusters Score -211358.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -211500.109375 Penalty: 2656.870117
	Iteration 4F: 3 clusters Score -211500.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -211626.625000 Penalty: 2656.870117
	Iteration 5Q: 3 clusters Score -211626.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -211743.578125 Penalty: 2656.870117
	Iteration 6Q: 3 clusters Score -211743.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -211845.000000 Penalty: 2656.870117
	Iteration 7Q: 3 clusters Score -211845 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -211928.484375 Penalty: 2656.870117
	Iteration 8Q: 3 clusters Score -211928.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -212001.343750 Penalty: 2656.870117
	Iteration 9Q: 3 clusters Score -212001.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -212080.218750 Penalty: 2656.870117
	Iteration 10Q: 3 clusters Score -212080.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -212154.171875 Penalty: 2656.870117
	Iteration 11Q: 3 clusters Score -212154.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -212217.890625 Penalty: 2656.870117
	Iteration 12Q: 3 clusters Score -212217.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -212275.265625 Penalty: 2656.870117
	Iteration 13Q: 3 clusters Score -212275.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -212349.984375 Penalty: 2656.870117
	Iteration 14Q: 3 clusters Score -212350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -212405.562500 Penalty: 2656.870117
	Iteration 15Q: 3 clusters Score -212405.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -212471.812500 Penalty: 2656.870117
	Iteration 16Q: 3 clusters Score -212471.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -212535.203125 Penalty: 2656.870117
	Iteration 17Q: 3 clusters Score -212535.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -212578.109375 Penalty: 2656.870117
	Iteration 18Q: 3 clusters Score -212578.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -212602.125000 Penalty: 2656.870117
	Iteration 19Q: 3 clusters Score -212602.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -212615.781250 Penalty: 2656.870117
	Iteration 20F: 3 clusters Score -212615.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -212631.218750 Penalty: 2656.870117
	Iteration 21Q: 3 clusters Score -212631.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -212639.734375 Penalty: 2656.870117
	Iteration 22Q: 3 clusters Score -212639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -212645.203125 Penalty: 2656.870117
	Iteration 23Q: 3 clusters Score -212645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -212650.296875 Penalty: 2656.870117
	Iteration 24Q: 3 clusters Score -212650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -212655.515625 Penalty: 2656.870117
	Iteration 25Q: 3 clusters Score -212655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -212658.015625 Penalty: 2656.870117
	Iteration 26Q: 3 clusters Score -212658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -212660.203125 Penalty: 2656.870117
	Iteration 27Q: 3 clusters Score -212660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -212662.328125 Penalty: 2656.870117
	Iteration 28Q: 3 clusters Score -212662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -212664.218750 Penalty: 2656.870117
	Iteration 29Q: 3 clusters Score -212664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -212664.765625 Penalty: 2656.870117
	Iteration 30Q: 3 clusters Score -212664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -212665.093750 Penalty: 2656.870117
	Iteration 31Q: 3 clusters Score -212665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -212665.937500 Penalty: 2656.870117
	Iteration 32Q: 3 clusters Score -212665.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -212665.937500 Penalty: 2656.870117
	Iteration 33F: 3 clusters Score -212665.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (76168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Entering Unmasked Estep 
Score: -4617940.000000 Penalty: 1826.613281
	Iteration 0F: 2 clusters Score -4617940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4567132.000000 Penalty: 3653.226562
	Iteration 0F: 3 clusters Score -4567132 nChanged 36193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -4587570.500000 Penalty: 3653.226562
	Iteration 1F: 3 clusters Score -4587570 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4588166.000000 Penalty: 3653.226562
	Iteration 2Q: 3 clusters Score -4588166 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4588790.000000 Penalty: 3653.226562
	Iteration 3Q: 3 clusters Score -4588790 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4589563.500000 Penalty: 3653.226562
	Iteration 4Q: 3 clusters Score -4589564 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4590586.000000 Penalty: 3653.226562
	Iteration 5Q: 3 clusters Score -4590586 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4592157.500000 Penalty: 3653.226562
	Iteration 6Q: 3 clusters Score -4592158 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4594528.000000 Penalty: 3653.226562
	Iteration 7F: 3 clusters Score -4594528 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4597867.500000 Penalty: 3653.226562
	Iteration 8F: 3 clusters Score -4597868 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4602336.000000 Penalty: 3653.226562
	Iteration 9F: 3 clusters Score -4602336 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4607117.000000 Penalty: 3653.226562
	Iteration 10F: 3 clusters Score -4607117 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4611155.000000 Penalty: 3653.226562
	Iteration 11F: 3 clusters Score -4611155 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4613709.000000 Penalty: 3653.226562
	Iteration 12Q: 3 clusters Score -4613709 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4614988.500000 Penalty: 3653.226562
	Iteration 13Q: 3 clusters Score -4614988 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4615587.000000 Penalty: 3653.226562
	Iteration 14Q: 3 clusters Score -4615587 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4615914.500000 Penalty: 3653.226562
	Iteration 15Q: 3 clusters Score -4615914 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4616066.000000 Penalty: 3653.226562
	Iteration 16Q: 3 clusters Score -4616066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4616158.500000 Penalty: 3653.226562
	Iteration 17Q: 3 clusters Score -4616158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4616217.000000 Penalty: 3653.226562
	Iteration 18Q: 3 clusters Score -4616217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4616256.000000 Penalty: 3653.226562
	Iteration 19Q: 3 clusters Score -4616256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4616285.500000 Penalty: 3653.226562
	Iteration 20F: 3 clusters Score -4616286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4616312.500000 Penalty: 3653.226562
	Iteration 21Q: 3 clusters Score -4616312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4616338.500000 Penalty: 3653.226562
	Iteration 22Q: 3 clusters Score -4616338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4616351.000000 Penalty: 3653.226562
	Iteration 23Q: 3 clusters Score -4616351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4616357.500000 Penalty: 3653.226562
	Iteration 24Q: 3 clusters Score -4616358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4616361.500000 Penalty: 3653.226562
	Iteration 25Q: 3 clusters Score -4616362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4616364.000000 Penalty: 3653.226562
	Iteration 26Q: 3 clusters Score -4616364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4616367.500000 Penalty: 3653.226562
	Iteration 27Q: 3 clusters Score -4616368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4616380.000000 Penalty: 3653.226562
	Iteration 28Q: 3 clusters Score -4616380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4616386.000000 Penalty: 3653.226562
	Iteration 29Q: 3 clusters Score -4616386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4616384.500000 Penalty: 3653.226562
	Iteration 30Q: 3 clusters Score -4616384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4616388.000000 Penalty: 3653.226562
	Iteration 31Q: 3 clusters Score -4616388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4616390.500000 Penalty: 3653.226562
	Iteration 32Q: 3 clusters Score -4616390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4616390.500000 Penalty: 3653.226562
	Iteration 33F: 3 clusters Score -4616390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -87421.054688 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -87421.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -85559.593750 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -85559.59 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85978.781250 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -85978.78 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86124.382812 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -86124.38 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -86243.390625 Penalty: 2418.429199
	Iteration 3F: 3 clusters Score -86243.39 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86384.828125 Penalty: 2418.429199
	Iteration 4F: 3 clusters Score -86384.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86545.664062 Penalty: 2418.429199
	Iteration 5F: 3 clusters Score -86545.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86708.257812 Penalty: 2418.429199
	Iteration 6F: 3 clusters Score -86708.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86816.085938 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -86816.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86890.445312 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -86890.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86940.304688 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -86940.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -86967.757812 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -86967.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86983.031250 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -86983.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86992.703125 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -86992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -86994.984375 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -86994.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86997.187500 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -86997.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86997.562500 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -86997.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86997.562500 Penalty: 2418.429199
	Iteration 16F: 3 clusters Score -86997.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Entering Unmasked Estep 
Score: -2915772.250000 Penalty: 1751.305908
	Iteration 0F: 2 clusters Score -2915772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2883841.500000 Penalty: 3502.611816
	Iteration 0F: 3 clusters Score -2883842 nChanged 22341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2896256.500000 Penalty: 3502.611816
	Iteration 1F: 3 clusters Score -2896256 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2896661.000000 Penalty: 3502.611816
	Iteration 2Q: 3 clusters Score -2896661 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2897137.750000 Penalty: 3502.611816
	Iteration 3Q: 3 clusters Score -2897138 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2897675.250000 Penalty: 3502.611816
	Iteration 4Q: 3 clusters Score -2897675 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2898313.500000 Penalty: 3502.611816
	Iteration 5Q: 3 clusters Score -2898314 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2899201.000000 Penalty: 3502.611816
	Iteration 6Q: 3 clusters Score -2899201 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2900196.000000 Penalty: 3502.611816
	Iteration 7Q: 3 clusters Score -2900196 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2901430.500000 Penalty: 3502.611816
	Iteration 8Q: 3 clusters Score -2901430 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2902947.750000 Penalty: 3502.611816
	Iteration 9Q: 3 clusters Score -2902948 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2904777.750000 Penalty: 3502.611816
	Iteration 10F: 3 clusters Score -2904778 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2906738.500000 Penalty: 3502.611816
	Iteration 11F: 3 clusters Score -2906738 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2908720.000000 Penalty: 3502.611816
	Iteration 12F: 3 clusters Score -2908720 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2910433.250000 Penalty: 3502.611816
	Iteration 13Q: 3 clusters Score -2910433 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2911705.000000 Penalty: 3502.611816
	Iteration 14Q: 3 clusters Score -2911705 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2912590.250000 Penalty: 3502.611816
	Iteration 15Q: 3 clusters Score -2912590 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2913169.000000 Penalty: 3502.611816
	Iteration 16Q: 3 clusters Score -2913169 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2913546.250000 Penalty: 3502.611816
	Iteration 17Q: 3 clusters Score -2913546 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2913756.000000 Penalty: 3502.611816
	Iteration 18Q: 3 clusters Score -2913756 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2913886.250000 Penalty: 3502.611816
	Iteration 19Q: 3 clusters Score -2913886 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2913991.750000 Penalty: 3502.611816
	Iteration 20F: 3 clusters Score -2913992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2914057.250000 Penalty: 3502.611816
	Iteration 21Q: 3 clusters Score -2914057 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2914114.500000 Penalty: 3502.611816
	Iteration 22Q: 3 clusters Score -2914114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2914146.250000 Penalty: 3502.611816
	Iteration 23Q: 3 clusters Score -2914146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2914178.500000 Penalty: 3502.611816
	Iteration 24Q: 3 clusters Score -2914178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2914193.500000 Penalty: 3502.611816
	Iteration 25Q: 3 clusters Score -2914194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2914212.250000 Penalty: 3502.611816
	Iteration 26Q: 3 clusters Score -2914212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2914230.000000 Penalty: 3502.611816
	Iteration 27Q: 3 clusters Score -2914230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2914237.500000 Penalty: 3502.611816
	Iteration 28Q: 3 clusters Score -2914238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2914245.500000 Penalty: 3502.611816
	Iteration 29Q: 3 clusters Score -2914246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2914251.750000 Penalty: 3502.611816
	Iteration 30Q: 3 clusters Score -2914252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2914257.750000 Penalty: 3502.611816
	Iteration 31Q: 3 clusters Score -2914258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2914257.500000 Penalty: 3502.611816
	Iteration 32Q: 3 clusters Score -2914258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2914260.000000 Penalty: 3502.611816
	Iteration 33Q: 3 clusters Score -2914260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2914264.000000 Penalty: 3502.611816
	Iteration 34Q: 3 clusters Score -2914264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2914268.500000 Penalty: 3502.611816
	Iteration 35Q: 3 clusters Score -2914268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2914271.000000 Penalty: 3502.611816
	Iteration 36Q: 3 clusters Score -2914271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2914272.250000 Penalty: 3502.611816
	Iteration 37Q: 3 clusters Score -2914272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2914272.500000 Penalty: 3502.611816
	Iteration 38Q: 3 clusters Score -2914272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2914275.000000 Penalty: 3502.611816
	Iteration 39Q: 3 clusters Score -2914275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2914276.250000 Penalty: 3502.611816
	Iteration 40F: 3 clusters Score -2914276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2914275.500000 Penalty: 3502.611816
	Iteration 41Q: 3 clusters Score -2914276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2914278.500000 Penalty: 3502.611816
	Iteration 42Q: 3 clusters Score -2914278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2914277.750000 Penalty: 3502.611816
	Iteration 43Q: 3 clusters Score -2914278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2914279.250000 Penalty: 3502.611816
	Iteration 44Q: 3 clusters Score -2914279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2914281.250000 Penalty: 3502.611816
	Iteration 45Q: 3 clusters Score -2914281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2914279.250000 Penalty: 3502.611816
	Iteration 46Q: 3 clusters Score -2914279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2914280.000000 Penalty: 3502.611816
	Iteration 47Q: 3 clusters Score -2914280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2914286.500000 Penalty: 3502.611816
	Iteration 48Q: 3 clusters Score -2914286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2914284.750000 Penalty: 3502.611816
	Iteration 49Q: 3 clusters Score -2914285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2914283.500000 Penalty: 3502.611816
	Iteration 50Q: 3 clusters Score -2914284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2914286.500000 Penalty: 3502.611816
	Iteration 51Q: 3 clusters Score -2914286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2914287.000000 Penalty: 3502.611816
	Iteration 52Q: 3 clusters Score -2914287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2914287.000000 Penalty: 3502.611816
	Iteration 53F: 3 clusters Score -2914287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -75915.171875 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -75915.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -74240.257812 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -74240.26 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -74528.148438 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -74528.15 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74588.656250 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -74588.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74621.656250 Penalty: 2345.430664
	Iteration 3Q: 3 clusters Score -74621.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74641.632812 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -74641.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74663.796875 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -74663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -74676.171875 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -74676.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74686.773438 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -74686.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -74693.421875 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -74693.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -74698.812500 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -74698.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -74702.890625 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -74702.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74708.867188 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -74708.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74713.796875 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -74713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -74717.593750 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -74717.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74721.351562 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -74721.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74725.929688 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -74725.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -74726.500000 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -74726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74727.023438 Penalty: 2345.430664
	Iteration 17Q: 3 clusters Score -74727.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -74727.742188 Penalty: 2345.430664
	Iteration 18Q: 3 clusters Score -74727.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74729.843750 Penalty: 2345.430664
	Iteration 19Q: 3 clusters Score -74729.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -74731.226562 Penalty: 2345.430664
	Iteration 20F: 3 clusters Score -74731.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74731.523438 Penalty: 2345.430664
	Iteration 21Q: 3 clusters Score -74731.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74732.429688 Penalty: 2345.430664
	Iteration 22Q: 3 clusters Score -74732.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -74733.031250 Penalty: 2345.430664
	Iteration 23Q: 3 clusters Score -74733.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74734.007812 Penalty: 2345.430664
	Iteration 24Q: 3 clusters Score -74734.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74734.781250 Penalty: 2345.430664
	Iteration 25Q: 3 clusters Score -74734.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74734.781250 Penalty: 2345.430664
	Iteration 26F: 3 clusters Score -74734.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -54368.644531 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -54368.64 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 614 members 
Entering Unmasked Estep 
Score: -52760.328125 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -52760.33 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53252.035156 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -53252.04 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53501.789062 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -53501.79 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -53681.273438 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -53681.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53826.113281 Penalty: 2325.757324
	Iteration 4F: 3 clusters Score -53826.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -53884.066406 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -53884.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -53933.468750 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -53933.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53984.253906 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -53984.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -54029.343750 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -54029.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -54063.460938 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -54063.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -54087.292969 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -54087.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -54099.289062 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -54099.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -54106.250000 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -54106.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -54107.542969 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -54107.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -54108.519531 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -54108.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -54110.023438 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -54110.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -54110.023438 Penalty: 2325.757324
	Iteration 16F: 3 clusters Score -54110.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -213571.750000 Penalty: 1331.112793
	Iteration 0F: 2 clusters Score -213571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -210404.984375 Penalty: 2662.225586
	Iteration 0F: 3 clusters Score -210405 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -211229.593750 Penalty: 2662.225586
	Iteration 1F: 3 clusters Score -211229.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -211461.687500 Penalty: 2662.225586
	Iteration 2F: 3 clusters Score -211461.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -211675.750000 Penalty: 2662.225586
	Iteration 3F: 3 clusters Score -211675.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -211961.187500 Penalty: 2662.225586
	Iteration 4F: 3 clusters Score -211961.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -212235.343750 Penalty: 2662.225586
	Iteration 5F: 3 clusters Score -212235.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -212418.031250 Penalty: 2662.225586
	Iteration 6F: 3 clusters Score -212418 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -212555.406250 Penalty: 2662.225586
	Iteration 7Q: 3 clusters Score -212555.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -212666.203125 Penalty: 2662.225586
	Iteration 8Q: 3 clusters Score -212666.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -212733.406250 Penalty: 2662.225586
	Iteration 9Q: 3 clusters Score -212733.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -212777.343750 Penalty: 2662.225586
	Iteration 10Q: 3 clusters Score -212777.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -212812.109375 Penalty: 2662.225586
	Iteration 11Q: 3 clusters Score -212812.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -212841.750000 Penalty: 2662.225586
	Iteration 12Q: 3 clusters Score -212841.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -212865.562500 Penalty: 2662.225586
	Iteration 13Q: 3 clusters Score -212865.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -212893.656250 Penalty: 2662.225586
	Iteration 14Q: 3 clusters Score -212893.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -212911.421875 Penalty: 2662.225586
	Iteration 15Q: 3 clusters Score -212911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -212924.031250 Penalty: 2662.225586
	Iteration 16Q: 3 clusters Score -212924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -212937.500000 Penalty: 2662.225586
	Iteration 17Q: 3 clusters Score -212937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -212947.828125 Penalty: 2662.225586
	Iteration 18Q: 3 clusters Score -212947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -212952.593750 Penalty: 2662.225586
	Iteration 19Q: 3 clusters Score -212952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -212957.921875 Penalty: 2662.225586
	Iteration 20F: 3 clusters Score -212957.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -212964.562500 Penalty: 2662.225586
	Iteration 21Q: 3 clusters Score -212964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -212967.796875 Penalty: 2662.225586
	Iteration 22Q: 3 clusters Score -212967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -212973.343750 Penalty: 2662.225586
	Iteration 23Q: 3 clusters Score -212973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -212975.250000 Penalty: 2662.225586
	Iteration 24Q: 3 clusters Score -212975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -212976.234375 Penalty: 2662.225586
	Iteration 25Q: 3 clusters Score -212976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -212977.234375 Penalty: 2662.225586
	Iteration 26Q: 3 clusters Score -212977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -212980.250000 Penalty: 2662.225586
	Iteration 27Q: 3 clusters Score -212980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -212981.828125 Penalty: 2662.225586
	Iteration 28Q: 3 clusters Score -212981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -212982.078125 Penalty: 2662.225586
	Iteration 29Q: 3 clusters Score -212982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -212983.140625 Penalty: 2662.225586
	Iteration 30Q: 3 clusters Score -212983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -212983.140625 Penalty: 2662.225586
	Iteration 31F: 3 clusters Score -212983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -116138.437500 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -116138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -114030.460938 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -114030.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -114485.054688 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -114485.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -114595.132812 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -114595.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -114650.351562 Penalty: 2474.330566
	Iteration 3Q: 3 clusters Score -114650.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -114688.718750 Penalty: 2474.330566
	Iteration 4Q: 3 clusters Score -114688.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -114724.539062 Penalty: 2474.330566
	Iteration 5Q: 3 clusters Score -114724.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -114758.390625 Penalty: 2474.330566
	Iteration 6Q: 3 clusters Score -114758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -114801.921875 Penalty: 2474.330566
	Iteration 7Q: 3 clusters Score -114801.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -114842.812500 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -114842.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -114883.765625 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -114883.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -114919.007812 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -114919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -114954.671875 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -114954.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -114980.210938 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -114980.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -114994.335938 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -114994.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -115007.257812 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -115007.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -115021.320312 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -115021.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -115036.625000 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -115036.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -115048.476562 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -115048.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -115060.179688 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -115060.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -115069.218750 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -115069.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -115086.296875 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -115086.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -115104.578125 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -115104.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -115121.664062 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -115121.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -115131.132812 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -115131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -115139.312500 Penalty: 2474.330566
	Iteration 24Q: 3 clusters Score -115139.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -115150.929688 Penalty: 2474.330566
	Iteration 25Q: 3 clusters Score -115150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -115162.843750 Penalty: 2474.330566
	Iteration 26Q: 3 clusters Score -115162.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -115175.117188 Penalty: 2474.330566
	Iteration 27Q: 3 clusters Score -115175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -115186.515625 Penalty: 2474.330566
	Iteration 28Q: 3 clusters Score -115186.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -115194.343750 Penalty: 2474.330566
	Iteration 29Q: 3 clusters Score -115194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -115197.367188 Penalty: 2474.330566
	Iteration 30Q: 3 clusters Score -115197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -115200.953125 Penalty: 2474.330566
	Iteration 31Q: 3 clusters Score -115201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -115204.367188 Penalty: 2474.330566
	Iteration 32Q: 3 clusters Score -115204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -115205.054688 Penalty: 2474.330566
	Iteration 33Q: 3 clusters Score -115205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -115206.179688 Penalty: 2474.330566
	Iteration 34Q: 3 clusters Score -115206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -115207.875000 Penalty: 2474.330566
	Iteration 35Q: 3 clusters Score -115207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -115208.476562 Penalty: 2474.330566
	Iteration 36Q: 3 clusters Score -115208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -115211.593750 Penalty: 2474.330566
	Iteration 37Q: 3 clusters Score -115211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -115213.406250 Penalty: 2474.330566
	Iteration 38Q: 3 clusters Score -115213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -115215.093750 Penalty: 2474.330566
	Iteration 39Q: 3 clusters Score -115215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -115215.937500 Penalty: 2474.330566
	Iteration 40F: 3 clusters Score -115215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -115216.656250 Penalty: 2474.330566
	Iteration 41Q: 3 clusters Score -115216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -115218.953125 Penalty: 2474.330566
	Iteration 42Q: 3 clusters Score -115219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -115219.750000 Penalty: 2474.330566
	Iteration 43Q: 3 clusters Score -115219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -115219.750000 Penalty: 2474.330566
	Iteration 44F: 3 clusters Score -115219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -295237.281250 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -295237.3 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 2471 members 
Entering Unmasked Estep 
Score: -291247.875000 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -291247.9 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -292432.968750 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -292433 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -292642.593750 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -292642.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -292815.937500 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -292815.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -292988.093750 Penalty: 2770.419434
	Iteration 4F: 3 clusters Score -292988.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -293130.937500 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -293130.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -293257.906250 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -293257.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -293359.968750 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -293360 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -293440.593750 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -293440.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -293511.562500 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -293511.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -293587.000000 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -293587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -293665.843750 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -293665.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -293722.687500 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -293722.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -293767.625000 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -293767.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -293799.281250 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -293799.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -293828.937500 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -293828.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293848.531250 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -293848.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -293865.031250 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -293865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293878.781250 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -293878.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -293889.875000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -293889.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293900.156250 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -293900.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -293913.500000 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -293913.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -293927.843750 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -293927.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -293937.843750 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -293937.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -293945.562500 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -293945.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -293954.125000 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -293954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -293958.625000 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -293958.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -293965.656250 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -293965.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -293971.187500 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -293971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -293973.968750 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -293974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -293976.812500 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -293976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -293978.406250 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -293978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -293979.656250 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -293979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -293979.593750 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -293979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293980.375000 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -293980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -293980.593750 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -293980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -293981.437500 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -293981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -293981.406250 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -293981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -293981.406250 Penalty: 2770.419434
	Iteration 38F: 3 clusters Score -293981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17726 members 
Mstep: Class 3 contains 68797 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 17 contains 66039 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 685 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22704 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76168 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 47919 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1282 members 
Mstep: Class 40 contains 3610 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940650.000000 Penalty: 92353.375000
Iteration 119Q: 44 clusters Score -3.094065e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17731 members 
Mstep: Class 3 contains 68774 members 
Mstep: Class 4 contains 13144 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 17 contains 66026 members 
Mstep: Class 18 contains 20596 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5225 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22720 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76175 members 
Mstep: Class 36 contains 1709 members 
Mstep: Class 37 contains 48033 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1284 members 
Mstep: Class 40 contains 3612 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940820.000000 Penalty: 92353.375000
Iteration 120F: 44 clusters Score -3.094082e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17737 members 
Mstep: Class 3 contains 68753 members 
Mstep: Class 4 contains 13143 members 
Mstep: Class 5 contains 6838 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 24171 members 
Mstep: Class 17 contains 66009 members 
Mstep: Class 18 contains 20613 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 2279 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22736 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76175 members 
Mstep: Class 36 contains 1710 members 
Mstep: Class 37 contains 48135 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1285 members 
Mstep: Class 40 contains 3618 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940944.000000 Penalty: 92353.375000
Iteration 121Q: 44 clusters Score -3.094094e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17740 members 
Mstep: Class 3 contains 68733 members 
Mstep: Class 4 contains 13140 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3850 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 24169 members 
Mstep: Class 17 contains 65995 members 
Mstep: Class 18 contains 20625 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5212 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2270 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22753 members 
Mstep: Class 33 contains 3272 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76177 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 48217 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3617 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941038.000000 Penalty: 92353.375000
Iteration 122Q: 44 clusters Score -3.094104e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17741 members 
Mstep: Class 3 contains 68718 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 24169 members 
Mstep: Class 17 contains 65988 members 
Mstep: Class 18 contains 20630 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22765 members 
Mstep: Class 33 contains 3269 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76175 members 
Mstep: Class 36 contains 1715 members 
Mstep: Class 37 contains 48268 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3618 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941088.000000 Penalty: 92353.375000
Iteration 123Q: 44 clusters Score -3.094109e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17748 members 
Mstep: Class 3 contains 68705 members 
Mstep: Class 4 contains 13137 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 24170 members 
Mstep: Class 17 contains 65980 members 
Mstep: Class 18 contains 20637 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22773 members 
Mstep: Class 33 contains 3263 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76172 members 
Mstep: Class 36 contains 1719 members 
Mstep: Class 37 contains 48292 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3616 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941132.000000 Penalty: 92353.375000
Iteration 124Q: 44 clusters Score -3.094113e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17754 members 
Mstep: Class 3 contains 68695 members 
Mstep: Class 4 contains 13134 members 
Mstep: Class 5 contains 6679 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 65977 members 
Mstep: Class 18 contains 20645 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6751 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2250 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22778 members 
Mstep: Class 33 contains 3257 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76170 members 
Mstep: Class 36 contains 1725 members 
Mstep: Class 37 contains 48324 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3615 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941118.000000 Penalty: 92353.375000
Iteration 125Q: 44 clusters Score -3.094112e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 17760 members 
Mstep: Class 3 contains 68687 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1502 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 65965 members 
Mstep: Class 18 contains 20651 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22782 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76168 members 
Mstep: Class 36 contains 1729 members 
Mstep: Class 37 contains 48351 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3613 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941068.000000 Penalty: 92353.375000
Iteration 126Q: 44 clusters Score -3.094107e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17768 members 
Mstep: Class 3 contains 68675 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 65959 members 
Mstep: Class 18 contains 20654 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22789 members 
Mstep: Class 33 contains 3250 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76166 members 
Mstep: Class 36 contains 1732 members 
Mstep: Class 37 contains 48372 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3614 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941094.000000 Penalty: 92353.375000
Iteration 127Q: 44 clusters Score -3.094109e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 68662 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 24169 members 
Mstep: Class 17 contains 65951 members 
Mstep: Class 18 contains 20660 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22799 members 
Mstep: Class 33 contains 3248 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76163 members 
Mstep: Class 36 contains 1736 members 
Mstep: Class 37 contains 48390 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3614 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941036.000000 Penalty: 92353.375000
Iteration 128Q: 44 clusters Score -3.094104e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17779 members 
Mstep: Class 3 contains 68651 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 9347 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 65948 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5207 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22810 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76162 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 48410 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3614 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941104.000000 Penalty: 92353.375000
Iteration 129Q: 44 clusters Score -3.09411e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17779 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6595 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6459 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 65948 members 
Mstep: Class 18 contains 20667 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22819 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76161 members 
Mstep: Class 36 contains 1746 members 
Mstep: Class 37 contains 48421 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3615 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941118.000000 Penalty: 92353.375000
Iteration 130Q: 44 clusters Score -3.094112e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68634 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6588 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 65949 members 
Mstep: Class 18 contains 20661 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5205 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22826 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76161 members 
Mstep: Class 36 contains 1747 members 
Mstep: Class 37 contains 48434 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3616 members 
Mstep: Class 41 contains 2030 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941084.000000 Penalty: 92353.375000
Iteration 131Q: 44 clusters Score -3.094108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17783 members 
Mstep: Class 3 contains 68631 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 24167 members 
Mstep: Class 17 contains 65947 members 
Mstep: Class 18 contains 20660 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5205 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22828 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76161 members 
Mstep: Class 36 contains 1749 members 
Mstep: Class 37 contains 48446 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3618 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941082.000000 Penalty: 92353.375000
Iteration 132Q: 44 clusters Score -3.094108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68624 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6578 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 65942 members 
Mstep: Class 18 contains 20663 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22834 members 
Mstep: Class 33 contains 3240 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76159 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48455 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941066.000000 Penalty: 92353.375000
Iteration 133Q: 44 clusters Score -3.094107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68618 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6577 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 65940 members 
Mstep: Class 18 contains 20666 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22839 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76158 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48456 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941074.000000 Penalty: 92353.375000
Iteration 134Q: 44 clusters Score -3.094107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68612 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 9346 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 65939 members 
Mstep: Class 18 contains 20666 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22841 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76159 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48461 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941082.000000 Penalty: 92353.375000
Iteration 135Q: 44 clusters Score -3.094108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68604 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6569 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 9347 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65934 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22845 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76159 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48472 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941104.000000 Penalty: 92353.375000
Iteration 136Q: 44 clusters Score -3.09411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68598 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6566 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65928 members 
Mstep: Class 18 contains 20660 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22852 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76160 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48481 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941044.000000 Penalty: 92353.375000
Iteration 137Q: 44 clusters Score -3.094104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68588 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 65922 members 
Mstep: Class 18 contains 20658 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5203 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22861 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76160 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48491 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941080.000000 Penalty: 92353.375000
Iteration 138Q: 44 clusters Score -3.094108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68582 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 65920 members 
Mstep: Class 18 contains 20656 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5203 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22867 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76161 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48498 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5037 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941068.000000 Penalty: 92353.375000
Iteration 139Q: 44 clusters Score -3.094107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17780 members 
Mstep: Class 3 contains 68574 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 65917 members 
Mstep: Class 18 contains 20657 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22876 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76161 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48506 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5038 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941072.000000 Penalty: 92353.375000
Iteration 140F: 44 clusters Score -3.094107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68562 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65913 members 
Mstep: Class 18 contains 20657 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5200 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4844 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22891 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76161 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48511 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5040 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941076.000000 Penalty: 92353.375000
Iteration 141Q: 44 clusters Score -3.094108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68551 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6552 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24160 members 
Mstep: Class 17 contains 65913 members 
Mstep: Class 18 contains 20656 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22902 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76160 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48516 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941096.000000 Penalty: 92353.375000
Iteration 142Q: 44 clusters Score -3.09411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 68540 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24160 members 
Mstep: Class 17 contains 65910 members 
Mstep: Class 18 contains 20655 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22917 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76159 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48515 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941072.000000 Penalty: 92353.375000
Iteration 143Q: 44 clusters Score -3.094107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17780 members 
Mstep: Class 3 contains 68532 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24160 members 
Mstep: Class 17 contains 65907 members 
Mstep: Class 18 contains 20655 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22926 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76159 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48519 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941062.000000 Penalty: 92353.375000
Iteration 144Q: 44 clusters Score -3.094106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17780 members 
Mstep: Class 3 contains 68527 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 2276 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65904 members 
Mstep: Class 18 contains 20657 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22930 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76155 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48525 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941064.000000 Penalty: 92353.375000
Iteration 145Q: 44 clusters Score -3.094106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17780 members 
Mstep: Class 3 contains 68522 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65902 members 
Mstep: Class 18 contains 20661 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22936 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76152 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48527 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1287 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941098.000000 Penalty: 92353.375000
Iteration 146Q: 44 clusters Score -3.09411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68517 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65899 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22942 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941070.000000 Penalty: 92353.375000
Iteration 147Q: 44 clusters Score -3.094107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68511 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24162 members 
Mstep: Class 17 contains 65896 members 
Mstep: Class 18 contains 20663 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22949 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941122.000000 Penalty: 92353.375000
Iteration 148Q: 44 clusters Score -3.094112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68506 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 65895 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22956 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76150 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941112.000000 Penalty: 92353.375000
Iteration 149Q: 44 clusters Score -3.094111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68501 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9336 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65894 members 
Mstep: Class 18 contains 20663 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22959 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941104.000000 Penalty: 92353.375000
Iteration 150Q: 44 clusters Score -3.09411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68497 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65895 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22963 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941106.000000 Penalty: 92353.375000
Iteration 151Q: 44 clusters Score -3.094111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68495 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65896 members 
Mstep: Class 18 contains 20663 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22967 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941106.000000 Penalty: 92353.375000
Iteration 152Q: 44 clusters Score -3.094111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68491 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65896 members 
Mstep: Class 18 contains 20663 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22970 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941122.000000 Penalty: 92353.375000
Iteration 153Q: 44 clusters Score -3.094112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68488 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65895 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22972 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2030 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941148.000000 Penalty: 92353.375000
Iteration 154Q: 44 clusters Score -3.094115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68486 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65894 members 
Mstep: Class 18 contains 20662 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22973 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76148 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941160.000000 Penalty: 92353.375000
Iteration 155Q: 44 clusters Score -3.094116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68484 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9333 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 65893 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22975 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76148 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2034 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941140.000000 Penalty: 92353.375000
Iteration 156Q: 44 clusters Score -3.094114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68483 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 65892 members 
Mstep: Class 18 contains 20669 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22975 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76148 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48529 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941126.000000 Penalty: 92353.375000
Iteration 157Q: 44 clusters Score -3.094113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68479 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9333 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 65891 members 
Mstep: Class 18 contains 20673 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22979 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941118.000000 Penalty: 92353.375000
Iteration 158Q: 44 clusters Score -3.094112e+07 nChanged 11
Entering ConstructFrom: 
Score: -30941118.000000 Penalty: 92353.375000
Entering ConstructFrom: 
Trying to split cluster 1 (81296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Entering Unmasked Estep 
Score: -4817727.000000 Penalty: 1837.200928
	Iteration 0F: 2 clusters Score -4817727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4763311.500000 Penalty: 3674.401855
	Iteration 0F: 3 clusters Score -4763312 nChanged 38782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4786082.500000 Penalty: 3674.401855
	Iteration 1F: 3 clusters Score -4786082 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4787239.000000 Penalty: 3674.401855
	Iteration 2Q: 3 clusters Score -4787239 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4788848.000000 Penalty: 3674.401855
	Iteration 3Q: 3 clusters Score -4788848 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4791235.500000 Penalty: 3674.401855
	Iteration 4F: 3 clusters Score -4791236 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4794640.000000 Penalty: 3674.401855
	Iteration 5F: 3 clusters Score -4794640 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4799169.500000 Penalty: 3674.401855
	Iteration 6F: 3 clusters Score -4799170 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4803487.500000 Penalty: 3674.401855
	Iteration 7F: 3 clusters Score -4803488 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4806799.000000 Penalty: 3674.401855
	Iteration 8F: 3 clusters Score -4806799 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4809265.000000 Penalty: 3674.401855
	Iteration 9Q: 3 clusters Score -4809265 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4811333.000000 Penalty: 3674.401855
	Iteration 10Q: 3 clusters Score -4811333 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4812842.000000 Penalty: 3674.401855
	Iteration 11Q: 3 clusters Score -4812842 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4813825.000000 Penalty: 3674.401855
	Iteration 12Q: 3 clusters Score -4813825 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4814394.000000 Penalty: 3674.401855
	Iteration 13Q: 3 clusters Score -4814394 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4814846.500000 Penalty: 3674.401855
	Iteration 14Q: 3 clusters Score -4814846 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4815081.000000 Penalty: 3674.401855
	Iteration 15Q: 3 clusters Score -4815081 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4815238.500000 Penalty: 3674.401855
	Iteration 16Q: 3 clusters Score -4815238 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4815346.000000 Penalty: 3674.401855
	Iteration 17Q: 3 clusters Score -4815346 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4815421.000000 Penalty: 3674.401855
	Iteration 18Q: 3 clusters Score -4815421 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4815441.500000 Penalty: 3674.401855
	Iteration 19Q: 3 clusters Score -4815442 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4815486.500000 Penalty: 3674.401855
	Iteration 20F: 3 clusters Score -4815486 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4815526.500000 Penalty: 3674.401855
	Iteration 21Q: 3 clusters Score -4815526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4815528.500000 Penalty: 3674.401855
	Iteration 22Q: 3 clusters Score -4815528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4815531.500000 Penalty: 3674.401855
	Iteration 23Q: 3 clusters Score -4815532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4815564.500000 Penalty: 3674.401855
	Iteration 24Q: 3 clusters Score -4815564 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4815591.000000 Penalty: 3674.401855
	Iteration 25Q: 3 clusters Score -4815591 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4815583.500000 Penalty: 3674.401855
	Iteration 26Q: 3 clusters Score -4815584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4815596.500000 Penalty: 3674.401855
	Iteration 27Q: 3 clusters Score -4815596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4815621.000000 Penalty: 3674.401855
	Iteration 28Q: 3 clusters Score -4815621 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4815633.000000 Penalty: 3674.401855
	Iteration 29Q: 3 clusters Score -4815633 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4815636.500000 Penalty: 3674.401855
	Iteration 30Q: 3 clusters Score -4815636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4815649.000000 Penalty: 3674.401855
	Iteration 31Q: 3 clusters Score -4815649 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4815648.500000 Penalty: 3674.401855
	Iteration 32Q: 3 clusters Score -4815648 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4815656.500000 Penalty: 3674.401855
	Iteration 33Q: 3 clusters Score -4815656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4815639.000000 Penalty: 3674.401855
	Iteration 34Q: 3 clusters Score -4815639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4815643.000000 Penalty: 3674.401855
	Iteration 35Q: 3 clusters Score -4815643 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4815638.000000 Penalty: 3674.401855
	Iteration 36Q: 3 clusters Score -4815638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4815636.500000 Penalty: 3674.401855
	Iteration 37Q: 3 clusters Score -4815636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4815629.500000 Penalty: 3674.401855
	Iteration 38Q: 3 clusters Score -4815630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4815635.500000 Penalty: 3674.401855
	Iteration 39Q: 3 clusters Score -4815636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4815636.000000 Penalty: 3674.401855
	Iteration 40F: 3 clusters Score -4815636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4815643.500000 Penalty: 3674.401855
	Iteration 41Q: 3 clusters Score -4815644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4815644.000000 Penalty: 3674.401855
	Iteration 42Q: 3 clusters Score -4815644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4815639.500000 Penalty: 3674.401855
	Iteration 43Q: 3 clusters Score -4815640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4815660.000000 Penalty: 3674.401855
	Iteration 44Q: 3 clusters Score -4815660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4815656.500000 Penalty: 3674.401855
	Iteration 45Q: 3 clusters Score -4815656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4815653.500000 Penalty: 3674.401855
	Iteration 46Q: 3 clusters Score -4815654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4815668.000000 Penalty: 3674.401855
	Iteration 47Q: 3 clusters Score -4815668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4815670.000000 Penalty: 3674.401855
	Iteration 48Q: 3 clusters Score -4815670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4815672.500000 Penalty: 3674.401855
	Iteration 49Q: 3 clusters Score -4815672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4815675.500000 Penalty: 3674.401855
	Iteration 50Q: 3 clusters Score -4815676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4815689.000000 Penalty: 3674.401855
	Iteration 51Q: 3 clusters Score -4815689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4815691.000000 Penalty: 3674.401855
	Iteration 52Q: 3 clusters Score -4815691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4815682.500000 Penalty: 3674.401855
	Iteration 53Q: 3 clusters Score -4815682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4815683.500000 Penalty: 3674.401855
	Iteration 54Q: 3 clusters Score -4815684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4815693.500000 Penalty: 3674.401855
	Iteration 55Q: 3 clusters Score -4815694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4815687.500000 Penalty: 3674.401855
	Iteration 56Q: 3 clusters Score -4815688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4815689.000000 Penalty: 3674.401855
	Iteration 57Q: 3 clusters Score -4815689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4815701.000000 Penalty: 3674.401855
	Iteration 58Q: 3 clusters Score -4815701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4815702.000000 Penalty: 3674.401855
	Iteration 59Q: 3 clusters Score -4815702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4815701.500000 Penalty: 3674.401855
	Iteration 60F: 3 clusters Score -4815702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4815712.500000 Penalty: 3674.401855
	Iteration 61Q: 3 clusters Score -4815712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4815708.500000 Penalty: 3674.401855
	Iteration 62Q: 3 clusters Score -4815708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4815705.000000 Penalty: 3674.401855
	Iteration 63Q: 3 clusters Score -4815705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4815704.500000 Penalty: 3674.401855
	Iteration 64Q: 3 clusters Score -4815704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4815706.500000 Penalty: 3674.401855
	Iteration 65Q: 3 clusters Score -4815706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4815702.000000 Penalty: 3674.401855
	Iteration 66Q: 3 clusters Score -4815702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4815719.000000 Penalty: 3674.401855
	Iteration 67Q: 3 clusters Score -4815719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4815721.500000 Penalty: 3674.401855
	Iteration 68Q: 3 clusters Score -4815722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4815727.500000 Penalty: 3674.401855
	Iteration 69Q: 3 clusters Score -4815728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4815712.500000 Penalty: 3674.401855
	Iteration 70Q: 3 clusters Score -4815712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4815730.500000 Penalty: 3674.401855
	Iteration 71Q: 3 clusters Score -4815730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4815728.500000 Penalty: 3674.401855
	Iteration 72Q: 3 clusters Score -4815728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4815718.000000 Penalty: 3674.401855
	Iteration 73Q: 3 clusters Score -4815718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4815721.000000 Penalty: 3674.401855
	Iteration 74Q: 3 clusters Score -4815721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4815733.000000 Penalty: 3674.401855
	Iteration 75Q: 3 clusters Score -4815733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4815741.000000 Penalty: 3674.401855
	Iteration 76Q: 3 clusters Score -4815741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4815727.500000 Penalty: 3674.401855
	Iteration 77Q: 3 clusters Score -4815728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4815727.500000 Penalty: 3674.401855
	Iteration 78Q: 3 clusters Score -4815728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4815723.000000 Penalty: 3674.401855
	Iteration 79Q: 3 clusters Score -4815723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4815735.000000 Penalty: 3674.401855
	Iteration 80F: 3 clusters Score -4815735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4815728.000000 Penalty: 3674.401855
	Iteration 81Q: 3 clusters Score -4815728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4815723.000000 Penalty: 3674.401855
	Iteration 82Q: 3 clusters Score -4815723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4815724.000000 Penalty: 3674.401855
	Iteration 83Q: 3 clusters Score -4815724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4815722.000000 Penalty: 3674.401855
	Iteration 84Q: 3 clusters Score -4815722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4815710.500000 Penalty: 3674.401855
	Iteration 85Q: 3 clusters Score -4815710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4815712.500000 Penalty: 3674.401855
	Iteration 86Q: 3 clusters Score -4815712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4815717.000000 Penalty: 3674.401855
	Iteration 87Q: 3 clusters Score -4815717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4815709.500000 Penalty: 3674.401855
	Iteration 88Q: 3 clusters Score -4815710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4815712.500000 Penalty: 3674.401855
	Iteration 89Q: 3 clusters Score -4815712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4815708.000000 Penalty: 3674.401855
	Iteration 90Q: 3 clusters Score -4815708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4815724.000000 Penalty: 3674.401855
	Iteration 91Q: 3 clusters Score -4815724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4815717.500000 Penalty: 3674.401855
	Iteration 92Q: 3 clusters Score -4815718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4815696.000000 Penalty: 3674.401855
	Iteration 93Q: 3 clusters Score -4815696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4815685.500000 Penalty: 3674.401855
	Iteration 94Q: 3 clusters Score -4815686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4815694.000000 Penalty: 3674.401855
	Iteration 95Q: 3 clusters Score -4815694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4815695.500000 Penalty: 3674.401855
	Iteration 96Q: 3 clusters Score -4815696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4815701.000000 Penalty: 3674.401855
	Iteration 97Q: 3 clusters Score -4815701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4815702.000000 Penalty: 3674.401855
	Iteration 98Q: 3 clusters Score -4815702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4815700.500000 Penalty: 3674.401855
	Iteration 99Q: 3 clusters Score -4815700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4815703.500000 Penalty: 3674.401855
	Iteration 100F: 3 clusters Score -4815704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4815707.000000 Penalty: 3674.401855
	Iteration 101Q: 3 clusters Score -4815707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4815707.000000 Penalty: 3674.401855
	Iteration 102Q: 3 clusters Score -4815707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4815708.000000 Penalty: 3674.401855
	Iteration 103Q: 3 clusters Score -4815708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4815708.000000 Penalty: 3674.401855
	Iteration 104Q: 3 clusters Score -4815708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4815710.500000 Penalty: 3674.401855
	Iteration 105Q: 3 clusters Score -4815710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4815717.000000 Penalty: 3674.401855
	Iteration 106Q: 3 clusters Score -4815717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4815707.000000 Penalty: 3674.401855
	Iteration 107Q: 3 clusters Score -4815707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4815705.000000 Penalty: 3674.401855
	Iteration 108Q: 3 clusters Score -4815705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4815700.500000 Penalty: 3674.401855
	Iteration 109Q: 3 clusters Score -4815700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4815701.500000 Penalty: 3674.401855
	Iteration 110Q: 3 clusters Score -4815702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4815703.000000 Penalty: 3674.401855
	Iteration 111Q: 3 clusters Score -4815703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4815702.500000 Penalty: 3674.401855
	Iteration 112Q: 3 clusters Score -4815702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4815699.000000 Penalty: 3674.401855
	Iteration 113Q: 3 clusters Score -4815699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4815699.000000 Penalty: 3674.401855
	Iteration 114F: 3 clusters Score -4815699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Entering Unmasked Estep 
Score: -1068454.750000 Penalty: 1590.206421
	Iteration 0F: 2 clusters Score -1068455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1056214.875000 Penalty: 3180.412842
	Iteration 0F: 3 clusters Score -1056215 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1060482.750000 Penalty: 3180.412842
	Iteration 1F: 3 clusters Score -1060483 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1060864.875000 Penalty: 3180.412842
	Iteration 2F: 3 clusters Score -1060865 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1061307.500000 Penalty: 3180.412842
	Iteration 3F: 3 clusters Score -1061308 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1061976.125000 Penalty: 3180.412842
	Iteration 4F: 3 clusters Score -1061976 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1062922.875000 Penalty: 3180.412842
	Iteration 5F: 3 clusters Score -1062923 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1064094.875000 Penalty: 3180.412842
	Iteration 6F: 3 clusters Score -1064095 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1065203.000000 Penalty: 3180.412842
	Iteration 7F: 3 clusters Score -1065203 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1066146.375000 Penalty: 3180.412842
	Iteration 8Q: 3 clusters Score -1066146 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1066836.875000 Penalty: 3180.412842
	Iteration 9Q: 3 clusters Score -1066837 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1067195.625000 Penalty: 3180.412842
	Iteration 10Q: 3 clusters Score -1067196 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1067370.000000 Penalty: 3180.412842
	Iteration 11Q: 3 clusters Score -1067370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1067451.000000 Penalty: 3180.412842
	Iteration 12Q: 3 clusters Score -1067451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1067491.750000 Penalty: 3180.412842
	Iteration 13Q: 3 clusters Score -1067492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1067518.625000 Penalty: 3180.412842
	Iteration 14Q: 3 clusters Score -1067519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1067534.000000 Penalty: 3180.412842
	Iteration 15Q: 3 clusters Score -1067534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1067540.250000 Penalty: 3180.412842
	Iteration 16Q: 3 clusters Score -1067540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1067548.500000 Penalty: 3180.412842
	Iteration 17Q: 3 clusters Score -1067548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1067553.625000 Penalty: 3180.412842
	Iteration 18Q: 3 clusters Score -1067554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1067558.000000 Penalty: 3180.412842
	Iteration 19Q: 3 clusters Score -1067558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1067560.500000 Penalty: 3180.412842
	Iteration 20F: 3 clusters Score -1067560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1067564.125000 Penalty: 3180.412842
	Iteration 21Q: 3 clusters Score -1067564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1067565.250000 Penalty: 3180.412842
	Iteration 22Q: 3 clusters Score -1067565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1067565.750000 Penalty: 3180.412842
	Iteration 23Q: 3 clusters Score -1067566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1067570.500000 Penalty: 3180.412842
	Iteration 24Q: 3 clusters Score -1067570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1067571.000000 Penalty: 3180.412842
	Iteration 25Q: 3 clusters Score -1067571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1067571.750000 Penalty: 3180.412842
	Iteration 26Q: 3 clusters Score -1067572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1067571.500000 Penalty: 3180.412842
	Iteration 27Q: 3 clusters Score -1067572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1067570.875000 Penalty: 3180.412842
	Iteration 28Q: 3 clusters Score -1067571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1067572.750000 Penalty: 3180.412842
	Iteration 29Q: 3 clusters Score -1067573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1067572.125000 Penalty: 3180.412842
	Iteration 30Q: 3 clusters Score -1067572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1067571.375000 Penalty: 3180.412842
	Iteration 31Q: 3 clusters Score -1067571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1067571.125000 Penalty: 3180.412842
	Iteration 32Q: 3 clusters Score -1067571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1067573.500000 Penalty: 3180.412842
	Iteration 33Q: 3 clusters Score -1067574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1067572.500000 Penalty: 3180.412842
	Iteration 34Q: 3 clusters Score -1067572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1067573.625000 Penalty: 3180.412842
	Iteration 35Q: 3 clusters Score -1067574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1067575.000000 Penalty: 3180.412842
	Iteration 36Q: 3 clusters Score -1067575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1067576.500000 Penalty: 3180.412842
	Iteration 37Q: 3 clusters Score -1067576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1067576.000000 Penalty: 3180.412842
	Iteration 38Q: 3 clusters Score -1067576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1067576.125000 Penalty: 3180.412842
	Iteration 39Q: 3 clusters Score -1067576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1067575.375000 Penalty: 3180.412842
	Iteration 40F: 3 clusters Score -1067575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Entering Unmasked Estep 
Score: -4151014.250000 Penalty: 1809.309082
	Iteration 0F: 2 clusters Score -4151014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4105140.000000 Penalty: 3618.618164
	Iteration 0F: 3 clusters Score -4105140 nChanged 32483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4124172.250000 Penalty: 3618.618164
	Iteration 1F: 3 clusters Score -4124172 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4125263.000000 Penalty: 3618.618164
	Iteration 2Q: 3 clusters Score -4125263 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4126811.500000 Penalty: 3618.618164
	Iteration 3Q: 3 clusters Score -4126812 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4129278.250000 Penalty: 3618.618164
	Iteration 4F: 3 clusters Score -4129278 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4132609.250000 Penalty: 3618.618164
	Iteration 5F: 3 clusters Score -4132609 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4136412.750000 Penalty: 3618.618164
	Iteration 6F: 3 clusters Score -4136413 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4139919.000000 Penalty: 3618.618164
	Iteration 7F: 3 clusters Score -4139919 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4142743.250000 Penalty: 3618.618164
	Iteration 8F: 3 clusters Score -4142743 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4144890.750000 Penalty: 3618.618164
	Iteration 9Q: 3 clusters Score -4144891 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4146368.250000 Penalty: 3618.618164
	Iteration 10Q: 3 clusters Score -4146368 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4147413.000000 Penalty: 3618.618164
	Iteration 11Q: 3 clusters Score -4147413 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4148133.500000 Penalty: 3618.618164
	Iteration 12Q: 3 clusters Score -4148134 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4148679.000000 Penalty: 3618.618164
	Iteration 13Q: 3 clusters Score -4148679 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4149172.500000 Penalty: 3618.618164
	Iteration 14Q: 3 clusters Score -4149172 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4149631.000000 Penalty: 3618.618164
	Iteration 15Q: 3 clusters Score -4149631 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4149876.000000 Penalty: 3618.618164
	Iteration 16Q: 3 clusters Score -4149876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4149996.000000 Penalty: 3618.618164
	Iteration 17Q: 3 clusters Score -4149996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4150059.250000 Penalty: 3618.618164
	Iteration 18Q: 3 clusters Score -4150059 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4150097.500000 Penalty: 3618.618164
	Iteration 19Q: 3 clusters Score -4150098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4150128.000000 Penalty: 3618.618164
	Iteration 20F: 3 clusters Score -4150128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4150157.500000 Penalty: 3618.618164
	Iteration 21Q: 3 clusters Score -4150158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4150187.000000 Penalty: 3618.618164
	Iteration 22Q: 3 clusters Score -4150187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4150198.750000 Penalty: 3618.618164
	Iteration 23Q: 3 clusters Score -4150199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4150218.750000 Penalty: 3618.618164
	Iteration 24Q: 3 clusters Score -4150219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4150230.000000 Penalty: 3618.618164
	Iteration 25Q: 3 clusters Score -4150230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4150239.250000 Penalty: 3618.618164
	Iteration 26Q: 3 clusters Score -4150239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4150248.000000 Penalty: 3618.618164
	Iteration 27Q: 3 clusters Score -4150248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4150250.750000 Penalty: 3618.618164
	Iteration 28Q: 3 clusters Score -4150251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4150253.000000 Penalty: 3618.618164
	Iteration 29Q: 3 clusters Score -4150253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4150253.000000 Penalty: 3618.618164
	Iteration 30Q: 3 clusters Score -4150253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4150258.500000 Penalty: 3618.618164
	Iteration 31Q: 3 clusters Score -4150258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4150259.750000 Penalty: 3618.618164
	Iteration 32Q: 3 clusters Score -4150260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4150259.000000 Penalty: 3618.618164
	Iteration 33Q: 3 clusters Score -4150259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4150254.250000 Penalty: 3618.618164
	Iteration 34Q: 3 clusters Score -4150254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4150253.500000 Penalty: 3618.618164
	Iteration 35Q: 3 clusters Score -4150254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4150253.500000 Penalty: 3618.618164
	Iteration 36F: 3 clusters Score -4150254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Entering Unmasked Estep 
Score: -675796.812500 Penalty: 1540.968506
	Iteration 0F: 2 clusters Score -675796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -666643.187500 Penalty: 3081.937012
	Iteration 0F: 3 clusters Score -666643.2 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -670048.375000 Penalty: 3081.937012
	Iteration 1F: 3 clusters Score -670048.4 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -670790.000000 Penalty: 3081.937012
	Iteration 2F: 3 clusters Score -670790 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -671526.250000 Penalty: 3081.937012
	Iteration 3F: 3 clusters Score -671526.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -672202.562500 Penalty: 3081.937012
	Iteration 4F: 3 clusters Score -672202.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -672859.000000 Penalty: 3081.937012
	Iteration 5F: 3 clusters Score -672859 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -673362.937500 Penalty: 3081.937012
	Iteration 6F: 3 clusters Score -673362.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -673777.375000 Penalty: 3081.937012
	Iteration 7Q: 3 clusters Score -673777.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -674164.250000 Penalty: 3081.937012
	Iteration 8Q: 3 clusters Score -674164.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -674503.562500 Penalty: 3081.937012
	Iteration 9Q: 3 clusters Score -674503.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -674824.312500 Penalty: 3081.937012
	Iteration 10Q: 3 clusters Score -674824.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -675097.000000 Penalty: 3081.937012
	Iteration 11Q: 3 clusters Score -675097 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -675311.375000 Penalty: 3081.937012
	Iteration 12Q: 3 clusters Score -675311.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -675490.062500 Penalty: 3081.937012
	Iteration 13Q: 3 clusters Score -675490.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -675621.250000 Penalty: 3081.937012
	Iteration 14Q: 3 clusters Score -675621.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -675738.937500 Penalty: 3081.937012
	Iteration 15Q: 3 clusters Score -675738.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -675834.062500 Penalty: 3081.937012
	Iteration 16Q: 3 clusters Score -675834.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -675899.000000 Penalty: 3081.937012
	Iteration 17Q: 3 clusters Score -675899 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -675945.625000 Penalty: 3081.937012
	Iteration 18Q: 3 clusters Score -675945.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -675981.375000 Penalty: 3081.937012
	Iteration 19Q: 3 clusters Score -675981.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -676002.687500 Penalty: 3081.937012
	Iteration 20F: 3 clusters Score -676002.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -676013.187500 Penalty: 3081.937012
	Iteration 21Q: 3 clusters Score -676013.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -676022.125000 Penalty: 3081.937012
	Iteration 22Q: 3 clusters Score -676022.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -676030.125000 Penalty: 3081.937012
	Iteration 23Q: 3 clusters Score -676030.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -676038.750000 Penalty: 3081.937012
	Iteration 24Q: 3 clusters Score -676038.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -676045.687500 Penalty: 3081.937012
	Iteration 25Q: 3 clusters Score -676045.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -676050.000000 Penalty: 3081.937012
	Iteration 26Q: 3 clusters Score -676050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -676056.750000 Penalty: 3081.937012
	Iteration 27Q: 3 clusters Score -676056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -676060.812500 Penalty: 3081.937012
	Iteration 28Q: 3 clusters Score -676060.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -676062.437500 Penalty: 3081.937012
	Iteration 29Q: 3 clusters Score -676062.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -676063.125000 Penalty: 3081.937012
	Iteration 30Q: 3 clusters Score -676063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -676066.250000 Penalty: 3081.937012
	Iteration 31Q: 3 clusters Score -676066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -676069.687500 Penalty: 3081.937012
	Iteration 32Q: 3 clusters Score -676069.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -676070.562500 Penalty: 3081.937012
	Iteration 33Q: 3 clusters Score -676070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -676071.875000 Penalty: 3081.937012
	Iteration 34Q: 3 clusters Score -676071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -676074.312500 Penalty: 3081.937012
	Iteration 35Q: 3 clusters Score -676074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -676076.562500 Penalty: 3081.937012
	Iteration 36Q: 3 clusters Score -676076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -676076.375000 Penalty: 3081.937012
	Iteration 37Q: 3 clusters Score -676076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -676075.125000 Penalty: 3081.937012
	Iteration 38Q: 3 clusters Score -676075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -676077.687500 Penalty: 3081.937012
	Iteration 39Q: 3 clusters Score -676077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -676079.687500 Penalty: 3081.937012
	Iteration 40F: 3 clusters Score -676079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -676078.937500 Penalty: 3081.937012
	Iteration 41Q: 3 clusters Score -676078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -676080.812500 Penalty: 3081.937012
	Iteration 42Q: 3 clusters Score -676080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -676081.687500 Penalty: 3081.937012
	Iteration 43Q: 3 clusters Score -676081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -676081.000000 Penalty: 3081.937012
	Iteration 44Q: 3 clusters Score -676081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -676079.750000 Penalty: 3081.937012
	Iteration 45Q: 3 clusters Score -676079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -676079.937500 Penalty: 3081.937012
	Iteration 46Q: 3 clusters Score -676079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -676080.625000 Penalty: 3081.937012
	Iteration 47Q: 3 clusters Score -676080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -676080.562500 Penalty: 3081.937012
	Iteration 48Q: 3 clusters Score -676080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -676080.562500 Penalty: 3081.937012
	Iteration 49F: 3 clusters Score -676080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68474 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65890 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22984 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 2346 members 
Entering Unmasked Estep 
Score: -30940910.000000 Penalty: 94501.125000
Splitting cluster 4 changes total score from -30941118.000000 to -30940910.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -403589.656250 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -403589.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -398657.500000 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -398657.5 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -400073.781250 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -400073.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -400269.468750 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -400269.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -400419.125000 Penalty: 2855.846436
	Iteration 3F: 3 clusters Score -400419.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -400541.343750 Penalty: 2855.846436
	Iteration 4Q: 3 clusters Score -400541.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -400643.937500 Penalty: 2855.846436
	Iteration 5Q: 3 clusters Score -400643.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -400761.093750 Penalty: 2855.846436
	Iteration 6Q: 3 clusters Score -400761.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -400886.718750 Penalty: 2855.846436
	Iteration 7Q: 3 clusters Score -400886.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -401018.906250 Penalty: 2855.846436
	Iteration 8Q: 3 clusters Score -401018.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -401161.375000 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -401161.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -401316.468750 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -401316.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -401458.312500 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -401458.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -401586.406250 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -401586.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -401708.187500 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -401708.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -401836.000000 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -401836 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -401955.125000 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -401955.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -402041.875000 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -402041.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -402112.375000 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -402112.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -402167.062500 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -402167.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -402205.312500 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -402205.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -402228.156250 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -402228.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -402251.875000 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -402251.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -402272.843750 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -402272.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -402293.843750 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -402293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -402304.562500 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -402304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -402314.906250 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -402314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -402319.968750 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -402320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -402323.125000 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -402323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -402324.625000 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -402324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -402325.375000 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -402325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -402325.375000 Penalty: 2855.846436
	Iteration 30F: 3 clusters Score -402325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -133329.906250 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -133329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -131004.101562 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -131004.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -131568.171875 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -131568.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -131698.812500 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -131698.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -131791.953125 Penalty: 2524.910645
	Iteration 3F: 3 clusters Score -131792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -131859.937500 Penalty: 2524.910645
	Iteration 4Q: 3 clusters Score -131859.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -131920.765625 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -131920.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -131987.656250 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -131987.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -132055.515625 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -132055.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -132129.062500 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -132129.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -132193.656250 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -132193.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -132265.296875 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -132265.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -132342.671875 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -132342.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -132400.093750 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -132400.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -132457.703125 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -132457.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -132526.843750 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -132526.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -132600.390625 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -132600.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -132670.968750 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -132671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -132724.453125 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -132724.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -132763.468750 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -132763.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -132801.750000 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -132801.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -132850.953125 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -132851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132891.453125 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -132891.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -132955.328125 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -132955.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133070.890625 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -133070.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133138.000000 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -133138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -133169.421875 Penalty: 2524.910645
	Iteration 25Q: 3 clusters Score -133169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133179.296875 Penalty: 2524.910645
	Iteration 26Q: 3 clusters Score -133179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133191.687500 Penalty: 2524.910645
	Iteration 27Q: 3 clusters Score -133191.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133203.125000 Penalty: 2524.910645
	Iteration 28Q: 3 clusters Score -133203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133211.796875 Penalty: 2524.910645
	Iteration 29Q: 3 clusters Score -133211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -133218.109375 Penalty: 2524.910645
	Iteration 30Q: 3 clusters Score -133218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133221.453125 Penalty: 2524.910645
	Iteration 31Q: 3 clusters Score -133221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133223.187500 Penalty: 2524.910645
	Iteration 32Q: 3 clusters Score -133223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133227.718750 Penalty: 2524.910645
	Iteration 33Q: 3 clusters Score -133227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133230.906250 Penalty: 2524.910645
	Iteration 34Q: 3 clusters Score -133230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133232.281250 Penalty: 2524.910645
	Iteration 35Q: 3 clusters Score -133232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -133232.734375 Penalty: 2524.910645
	Iteration 36Q: 3 clusters Score -133232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133233.625000 Penalty: 2524.910645
	Iteration 37Q: 3 clusters Score -133233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133235.593750 Penalty: 2524.910645
	Iteration 38Q: 3 clusters Score -133235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133237.062500 Penalty: 2524.910645
	Iteration 39Q: 3 clusters Score -133237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133238.453125 Penalty: 2524.910645
	Iteration 40F: 3 clusters Score -133238.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133239.218750 Penalty: 2524.910645
	Iteration 41Q: 3 clusters Score -133239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133239.218750 Penalty: 2524.910645
	Iteration 42F: 3 clusters Score -133239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -200849.500000 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -200849.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -197740.937500 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -197740.9 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -198684.765625 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -198684.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -199022.125000 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -199022.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -199283.765625 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -199283.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199481.703125 Penalty: 2658.877197
	Iteration 4F: 3 clusters Score -199481.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -199643.437500 Penalty: 2658.877197
	Iteration 5F: 3 clusters Score -199643.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -199751.031250 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -199751 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -199833.015625 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -199833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -199895.578125 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -199895.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199946.750000 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -199946.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -199977.171875 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -199977.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -200003.734375 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -200003.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -200031.609375 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -200031.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -200057.187500 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -200057.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -200076.937500 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -200076.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -200087.937500 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -200087.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -200099.625000 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -200099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200113.734375 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -200113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -200126.828125 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -200126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200141.578125 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -200141.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -200150.671875 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -200150.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -200156.406250 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -200156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -200160.640625 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -200160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -200166.046875 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -200166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -200169.187500 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -200169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -200171.125000 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -200171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -200174.859375 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -200174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -200176.531250 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -200176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -200176.921875 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -200176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -200178.500000 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -200178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -200178.703125 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -200178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -200178.703125 Penalty: 2658.877197
	Iteration 31F: 3 clusters Score -200178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -99215.460938 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -99215.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -96958.382812 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -96958.38 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -97497.109375 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -97497.11 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -97658.570312 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -97658.57 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -97774.476562 Penalty: 2512.449707
	Iteration 3F: 3 clusters Score -97774.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -97877.531250 Penalty: 2512.449707
	Iteration 4Q: 3 clusters Score -97877.53 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -97956.656250 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -97956.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -98013.515625 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -98013.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -98045.367188 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -98045.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98078.304688 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -98078.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98105.898438 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -98105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98126.976562 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -98126.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98144.835938 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -98144.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98161.039062 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -98161.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98178.710938 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -98178.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -98188.078125 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -98188.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98195.406250 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -98195.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98201.656250 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -98201.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98207.281250 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -98207.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -98214.132812 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -98214.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -98225.664062 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -98225.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -98237.687500 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -98237.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -98248.039062 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -98248.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98256.375000 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -98256.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98259.671875 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -98259.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98262.578125 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -98262.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98265.687500 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -98265.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98267.000000 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -98267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98269.390625 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -98269.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98272.765625 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -98272.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -98275.562500 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -98275.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98278.773438 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -98278.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -98282.476562 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -98282.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -98284.445312 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -98284.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98286.171875 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -98286.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98286.625000 Penalty: 2512.449707
	Iteration 34Q: 3 clusters Score -98286.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -98287.265625 Penalty: 2512.449707
	Iteration 35Q: 3 clusters Score -98287.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -98290.406250 Penalty: 2512.449707
	Iteration 36Q: 3 clusters Score -98290.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -98297.140625 Penalty: 2512.449707
	Iteration 37Q: 3 clusters Score -98297.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98302.312500 Penalty: 2512.449707
	Iteration 38Q: 3 clusters Score -98302.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -98310.507812 Penalty: 2512.449707
	Iteration 39Q: 3 clusters Score -98310.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -98317.343750 Penalty: 2512.449707
	Iteration 40F: 3 clusters Score -98317.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -98323.578125 Penalty: 2512.449707
	Iteration 41Q: 3 clusters Score -98323.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -98326.578125 Penalty: 2512.449707
	Iteration 42Q: 3 clusters Score -98326.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -98328.351562 Penalty: 2512.449707
	Iteration 43Q: 3 clusters Score -98328.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -98329.296875 Penalty: 2512.449707
	Iteration 44Q: 3 clusters Score -98329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -98330.914062 Penalty: 2512.449707
	Iteration 45Q: 3 clusters Score -98330.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -98331.960938 Penalty: 2512.449707
	Iteration 46Q: 3 clusters Score -98331.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -98332.992188 Penalty: 2512.449707
	Iteration 47Q: 3 clusters Score -98332.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -98334.601562 Penalty: 2512.449707
	Iteration 48Q: 3 clusters Score -98334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -98336.289062 Penalty: 2512.449707
	Iteration 49Q: 3 clusters Score -98336.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98337.148438 Penalty: 2512.449707
	Iteration 50Q: 3 clusters Score -98337.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98337.148438 Penalty: 2512.449707
	Iteration 51F: 3 clusters Score -98337.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Entering Unmasked Estep 
Score: -547348.062500 Penalty: 1485.480469
	Iteration 0F: 2 clusters Score -547348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -540600.875000 Penalty: 2970.960938
	Iteration 0F: 3 clusters Score -540600.9 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -542788.375000 Penalty: 2970.960938
	Iteration 1F: 3 clusters Score -542788.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -543081.750000 Penalty: 2970.960938
	Iteration 2F: 3 clusters Score -543081.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -543370.375000 Penalty: 2970.960938
	Iteration 3F: 3 clusters Score -543370.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -543713.062500 Penalty: 2970.960938
	Iteration 4F: 3 clusters Score -543713.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -544109.812500 Penalty: 2970.960938
	Iteration 5F: 3 clusters Score -544109.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -544544.187500 Penalty: 2970.960938
	Iteration 6F: 3 clusters Score -544544.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -545004.625000 Penalty: 2970.960938
	Iteration 7F: 3 clusters Score -545004.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -545357.062500 Penalty: 2970.960938
	Iteration 8Q: 3 clusters Score -545357.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -545581.562500 Penalty: 2970.960938
	Iteration 9Q: 3 clusters Score -545581.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -545750.500000 Penalty: 2970.960938
	Iteration 10Q: 3 clusters Score -545750.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -545850.687500 Penalty: 2970.960938
	Iteration 11Q: 3 clusters Score -545850.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -545921.937500 Penalty: 2970.960938
	Iteration 12Q: 3 clusters Score -545921.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -545976.937500 Penalty: 2970.960938
	Iteration 13Q: 3 clusters Score -545976.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -546022.937500 Penalty: 2970.960938
	Iteration 14Q: 3 clusters Score -546022.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -546058.875000 Penalty: 2970.960938
	Iteration 15Q: 3 clusters Score -546058.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -546087.187500 Penalty: 2970.960938
	Iteration 16Q: 3 clusters Score -546087.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -546109.687500 Penalty: 2970.960938
	Iteration 17Q: 3 clusters Score -546109.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -546122.687500 Penalty: 2970.960938
	Iteration 18Q: 3 clusters Score -546122.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -546129.750000 Penalty: 2970.960938
	Iteration 19Q: 3 clusters Score -546129.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -546133.312500 Penalty: 2970.960938
	Iteration 20F: 3 clusters Score -546133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -546133.687500 Penalty: 2970.960938
	Iteration 21Q: 3 clusters Score -546133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -546136.437500 Penalty: 2970.960938
	Iteration 22Q: 3 clusters Score -546136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -546137.437500 Penalty: 2970.960938
	Iteration 23Q: 3 clusters Score -546137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -546139.125000 Penalty: 2970.960938
	Iteration 24Q: 3 clusters Score -546139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -546139.437500 Penalty: 2970.960938
	Iteration 25Q: 3 clusters Score -546139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -546141.000000 Penalty: 2970.960938
	Iteration 26Q: 3 clusters Score -546141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -546140.812500 Penalty: 2970.960938
	Iteration 27Q: 3 clusters Score -546140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -546140.250000 Penalty: 2970.960938
	Iteration 28Q: 3 clusters Score -546140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -546143.187500 Penalty: 2970.960938
	Iteration 29Q: 3 clusters Score -546143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -546143.375000 Penalty: 2970.960938
	Iteration 30Q: 3 clusters Score -546143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -546144.187500 Penalty: 2970.960938
	Iteration 31Q: 3 clusters Score -546144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -546143.562500 Penalty: 2970.960938
	Iteration 32Q: 3 clusters Score -546143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -546144.625000 Penalty: 2970.960938
	Iteration 33Q: 3 clusters Score -546144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -546145.375000 Penalty: 2970.960938
	Iteration 34Q: 3 clusters Score -546145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -546145.875000 Penalty: 2970.960938
	Iteration 35Q: 3 clusters Score -546145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -546148.625000 Penalty: 2970.960938
	Iteration 36Q: 3 clusters Score -546148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -546148.375000 Penalty: 2970.960938
	Iteration 37Q: 3 clusters Score -546148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -546147.875000 Penalty: 2970.960938
	Iteration 38Q: 3 clusters Score -546147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -546147.875000 Penalty: 2970.960938
	Iteration 39F: 3 clusters Score -546147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -220235.453125 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -220235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216995.765625 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -216995.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -217954.031250 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -217954 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -218176.890625 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -218176.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -218344.843750 Penalty: 2682.637207
	Iteration 3F: 3 clusters Score -218344.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -218494.953125 Penalty: 2682.637207
	Iteration 4F: 3 clusters Score -218495 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -218617.828125 Penalty: 2682.637207
	Iteration 5Q: 3 clusters Score -218617.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -218724.796875 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -218724.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -218822.656250 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -218822.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -218881.687500 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -218881.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -218918.843750 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -218918.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -218946.890625 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -218946.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -218972.328125 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -218972.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -218990.562500 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -218990.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -219000.734375 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -219000.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -219006.437500 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -219006.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -219010.671875 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -219010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -219012.906250 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -219012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -219014.203125 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -219014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -219015.906250 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -219015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -219017.656250 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -219017.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -219019.703125 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -219019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -219021.562500 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -219021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -219021.921875 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -219021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -219022.796875 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -219022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -219024.031250 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -219024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -219025.203125 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -219025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -219027.296875 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -219027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -219028.250000 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -219028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -219028.343750 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -219028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -219028.750000 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -219028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -219028.750000 Penalty: 2682.637207
	Iteration 30F: 3 clusters Score -219028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -49076.347656 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -49076.35 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 428 members 
Entering Unmasked Estep 
Score: -47754.007812 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -47754.01 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -47943.031250 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -47943.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47989.671875 Penalty: 2194.867432
	Iteration 2Q: 3 clusters Score -47989.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -48012.585938 Penalty: 2194.867432
	Iteration 3Q: 3 clusters Score -48012.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48027.472656 Penalty: 2194.867432
	Iteration 4Q: 3 clusters Score -48027.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48042.496094 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -48042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48052.089844 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -48052.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48059.589844 Penalty: 2194.867432
	Iteration 7Q: 3 clusters Score -48059.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48064.894531 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -48064.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48069.195312 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -48069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48072.441406 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -48072.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48074.054688 Penalty: 2194.867432
	Iteration 11Q: 3 clusters Score -48074.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48076.402344 Penalty: 2194.867432
	Iteration 12Q: 3 clusters Score -48076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48079.238281 Penalty: 2194.867432
	Iteration 13Q: 3 clusters Score -48079.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48081.324219 Penalty: 2194.867432
	Iteration 14Q: 3 clusters Score -48081.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48083.664062 Penalty: 2194.867432
	Iteration 15Q: 3 clusters Score -48083.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48083.664062 Penalty: 2194.867432
	Iteration 16F: 3 clusters Score -48083.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -394279.437500 Penalty: 1425.599487
	Iteration 0F: 2 clusters Score -394279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -389382.312500 Penalty: 2851.198975
	Iteration 0F: 3 clusters Score -389382.3 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -390771.812500 Penalty: 2851.198975
	Iteration 1F: 3 clusters Score -390771.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -390956.281250 Penalty: 2851.198975
	Iteration 2F: 3 clusters Score -390956.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -391077.312500 Penalty: 2851.198975
	Iteration 3Q: 3 clusters Score -391077.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -391155.906250 Penalty: 2851.198975
	Iteration 4Q: 3 clusters Score -391155.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -391215.968750 Penalty: 2851.198975
	Iteration 5Q: 3 clusters Score -391216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -391267.343750 Penalty: 2851.198975
	Iteration 6Q: 3 clusters Score -391267.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -391305.812500 Penalty: 2851.198975
	Iteration 7Q: 3 clusters Score -391305.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -391348.593750 Penalty: 2851.198975
	Iteration 8Q: 3 clusters Score -391348.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -391385.250000 Penalty: 2851.198975
	Iteration 9Q: 3 clusters Score -391385.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -391421.687500 Penalty: 2851.198975
	Iteration 10Q: 3 clusters Score -391421.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -391453.843750 Penalty: 2851.198975
	Iteration 11Q: 3 clusters Score -391453.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -391490.343750 Penalty: 2851.198975
	Iteration 12Q: 3 clusters Score -391490.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -391519.187500 Penalty: 2851.198975
	Iteration 13Q: 3 clusters Score -391519.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -391548.937500 Penalty: 2851.198975
	Iteration 14Q: 3 clusters Score -391548.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -391577.625000 Penalty: 2851.198975
	Iteration 15Q: 3 clusters Score -391577.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -391606.562500 Penalty: 2851.198975
	Iteration 16Q: 3 clusters Score -391606.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -391642.687500 Penalty: 2851.198975
	Iteration 17Q: 3 clusters Score -391642.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -391680.531250 Penalty: 2851.198975
	Iteration 18Q: 3 clusters Score -391680.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -391723.906250 Penalty: 2851.198975
	Iteration 19Q: 3 clusters Score -391723.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -391767.937500 Penalty: 2851.198975
	Iteration 20F: 3 clusters Score -391767.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -391815.656250 Penalty: 2851.198975
	Iteration 21Q: 3 clusters Score -391815.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -391871.312500 Penalty: 2851.198975
	Iteration 22Q: 3 clusters Score -391871.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -391923.625000 Penalty: 2851.198975
	Iteration 23Q: 3 clusters Score -391923.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -391963.937500 Penalty: 2851.198975
	Iteration 24Q: 3 clusters Score -391963.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -392002.718750 Penalty: 2851.198975
	Iteration 25Q: 3 clusters Score -392002.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -392036.187500 Penalty: 2851.198975
	Iteration 26Q: 3 clusters Score -392036.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -392075.375000 Penalty: 2851.198975
	Iteration 27Q: 3 clusters Score -392075.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -392111.781250 Penalty: 2851.198975
	Iteration 28Q: 3 clusters Score -392111.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -392145.687500 Penalty: 2851.198975
	Iteration 29Q: 3 clusters Score -392145.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -392189.843750 Penalty: 2851.198975
	Iteration 30Q: 3 clusters Score -392189.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -392234.125000 Penalty: 2851.198975
	Iteration 31Q: 3 clusters Score -392234.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -392276.625000 Penalty: 2851.198975
	Iteration 32Q: 3 clusters Score -392276.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -392310.468750 Penalty: 2851.198975
	Iteration 33Q: 3 clusters Score -392310.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -392341.812500 Penalty: 2851.198975
	Iteration 34Q: 3 clusters Score -392341.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -392366.312500 Penalty: 2851.198975
	Iteration 35Q: 3 clusters Score -392366.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -392386.968750 Penalty: 2851.198975
	Iteration 36Q: 3 clusters Score -392387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -392397.531250 Penalty: 2851.198975
	Iteration 37Q: 3 clusters Score -392397.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -392407.218750 Penalty: 2851.198975
	Iteration 38Q: 3 clusters Score -392407.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -392414.093750 Penalty: 2851.198975
	Iteration 39Q: 3 clusters Score -392414.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -392418.906250 Penalty: 2851.198975
	Iteration 40F: 3 clusters Score -392418.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -392423.687500 Penalty: 2851.198975
	Iteration 41Q: 3 clusters Score -392423.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -392429.218750 Penalty: 2851.198975
	Iteration 42Q: 3 clusters Score -392429.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -392436.406250 Penalty: 2851.198975
	Iteration 43Q: 3 clusters Score -392436.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -392446.031250 Penalty: 2851.198975
	Iteration 44Q: 3 clusters Score -392446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -392456.437500 Penalty: 2851.198975
	Iteration 45Q: 3 clusters Score -392456.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -392461.656250 Penalty: 2851.198975
	Iteration 46Q: 3 clusters Score -392461.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -392465.718750 Penalty: 2851.198975
	Iteration 47Q: 3 clusters Score -392465.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -392467.687500 Penalty: 2851.198975
	Iteration 48Q: 3 clusters Score -392467.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -392469.968750 Penalty: 2851.198975
	Iteration 49Q: 3 clusters Score -392470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -392472.531250 Penalty: 2851.198975
	Iteration 50Q: 3 clusters Score -392472.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -392476.218750 Penalty: 2851.198975
	Iteration 51Q: 3 clusters Score -392476.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -392482.875000 Penalty: 2851.198975
	Iteration 52Q: 3 clusters Score -392482.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -392491.062500 Penalty: 2851.198975
	Iteration 53Q: 3 clusters Score -392491.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -392502.468750 Penalty: 2851.198975
	Iteration 54Q: 3 clusters Score -392502.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -392513.406250 Penalty: 2851.198975
	Iteration 55Q: 3 clusters Score -392513.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -392523.218750 Penalty: 2851.198975
	Iteration 56Q: 3 clusters Score -392523.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -392533.312500 Penalty: 2851.198975
	Iteration 57Q: 3 clusters Score -392533.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -392543.125000 Penalty: 2851.198975
	Iteration 58Q: 3 clusters Score -392543.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -392549.531250 Penalty: 2851.198975
	Iteration 59Q: 3 clusters Score -392549.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -392557.312500 Penalty: 2851.198975
	Iteration 60F: 3 clusters Score -392557.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -392564.906250 Penalty: 2851.198975
	Iteration 61Q: 3 clusters Score -392564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -392567.718750 Penalty: 2851.198975
	Iteration 62Q: 3 clusters Score -392567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -392569.687500 Penalty: 2851.198975
	Iteration 63Q: 3 clusters Score -392569.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -392573.281250 Penalty: 2851.198975
	Iteration 64Q: 3 clusters Score -392573.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -392576.500000 Penalty: 2851.198975
	Iteration 65Q: 3 clusters Score -392576.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -392584.968750 Penalty: 2851.198975
	Iteration 66Q: 3 clusters Score -392585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -392588.906250 Penalty: 2851.198975
	Iteration 67Q: 3 clusters Score -392588.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -392590.531250 Penalty: 2851.198975
	Iteration 68Q: 3 clusters Score -392590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -392594.656250 Penalty: 2851.198975
	Iteration 69Q: 3 clusters Score -392594.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -392600.656250 Penalty: 2851.198975
	Iteration 70Q: 3 clusters Score -392600.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -392604.875000 Penalty: 2851.198975
	Iteration 71Q: 3 clusters Score -392604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -392606.687500 Penalty: 2851.198975
	Iteration 72Q: 3 clusters Score -392606.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -392609.500000 Penalty: 2851.198975
	Iteration 73Q: 3 clusters Score -392609.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -392612.031250 Penalty: 2851.198975
	Iteration 74Q: 3 clusters Score -392612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -392617.187500 Penalty: 2851.198975
	Iteration 75Q: 3 clusters Score -392617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -392619.781250 Penalty: 2851.198975
	Iteration 76Q: 3 clusters Score -392619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -392623.000000 Penalty: 2851.198975
	Iteration 77Q: 3 clusters Score -392623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -392625.312500 Penalty: 2851.198975
	Iteration 78Q: 3 clusters Score -392625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -392626.156250 Penalty: 2851.198975
	Iteration 79Q: 3 clusters Score -392626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -392630.156250 Penalty: 2851.198975
	Iteration 80F: 3 clusters Score -392630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -392631.750000 Penalty: 2851.198975
	Iteration 81Q: 3 clusters Score -392631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -392633.031250 Penalty: 2851.198975
	Iteration 82Q: 3 clusters Score -392633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -392634.406250 Penalty: 2851.198975
	Iteration 83Q: 3 clusters Score -392634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -392635.093750 Penalty: 2851.198975
	Iteration 84Q: 3 clusters Score -392635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -392637.062500 Penalty: 2851.198975
	Iteration 85Q: 3 clusters Score -392637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -392638.750000 Penalty: 2851.198975
	Iteration 86Q: 3 clusters Score -392638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -392639.906250 Penalty: 2851.198975
	Iteration 87Q: 3 clusters Score -392639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -392641.468750 Penalty: 2851.198975
	Iteration 88Q: 3 clusters Score -392641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -392643.000000 Penalty: 2851.198975
	Iteration 89Q: 3 clusters Score -392643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -392648.406250 Penalty: 2851.198975
	Iteration 90Q: 3 clusters Score -392648.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -392651.750000 Penalty: 2851.198975
	Iteration 91Q: 3 clusters Score -392651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -392653.500000 Penalty: 2851.198975
	Iteration 92Q: 3 clusters Score -392653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -392655.281250 Penalty: 2851.198975
	Iteration 93Q: 3 clusters Score -392655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -392655.687500 Penalty: 2851.198975
	Iteration 94Q: 3 clusters Score -392655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -392657.968750 Penalty: 2851.198975
	Iteration 95Q: 3 clusters Score -392658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -392660.093750 Penalty: 2851.198975
	Iteration 96Q: 3 clusters Score -392660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -392663.218750 Penalty: 2851.198975
	Iteration 97Q: 3 clusters Score -392663.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -392666.843750 Penalty: 2851.198975
	Iteration 98Q: 3 clusters Score -392666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -392672.781250 Penalty: 2851.198975
	Iteration 99Q: 3 clusters Score -392672.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -392676.093750 Penalty: 2851.198975
	Iteration 100F: 3 clusters Score -392676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -392680.687500 Penalty: 2851.198975
	Iteration 101Q: 3 clusters Score -392680.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -392683.781250 Penalty: 2851.198975
	Iteration 102Q: 3 clusters Score -392683.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -392689.500000 Penalty: 2851.198975
	Iteration 103Q: 3 clusters Score -392689.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -392691.406250 Penalty: 2851.198975
	Iteration 104Q: 3 clusters Score -392691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -392693.312500 Penalty: 2851.198975
	Iteration 105Q: 3 clusters Score -392693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -392696.343750 Penalty: 2851.198975
	Iteration 106Q: 3 clusters Score -392696.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -392699.250000 Penalty: 2851.198975
	Iteration 107Q: 3 clusters Score -392699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -392705.187500 Penalty: 2851.198975
	Iteration 108Q: 3 clusters Score -392705.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -392713.156250 Penalty: 2851.198975
	Iteration 109Q: 3 clusters Score -392713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -392723.031250 Penalty: 2851.198975
	Iteration 110Q: 3 clusters Score -392723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -392729.375000 Penalty: 2851.198975
	Iteration 111Q: 3 clusters Score -392729.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -392737.656250 Penalty: 2851.198975
	Iteration 112Q: 3 clusters Score -392737.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -392741.406250 Penalty: 2851.198975
	Iteration 113Q: 3 clusters Score -392741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -392744.000000 Penalty: 2851.198975
	Iteration 114Q: 3 clusters Score -392744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -392746.625000 Penalty: 2851.198975
	Iteration 115Q: 3 clusters Score -392746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -392751.375000 Penalty: 2851.198975
	Iteration 116Q: 3 clusters Score -392751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -392754.437500 Penalty: 2851.198975
	Iteration 117Q: 3 clusters Score -392754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -392758.281250 Penalty: 2851.198975
	Iteration 118Q: 3 clusters Score -392758.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -392763.750000 Penalty: 2851.198975
	Iteration 119Q: 3 clusters Score -392763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -392771.125000 Penalty: 2851.198975
	Iteration 120F: 3 clusters Score -392771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -392777.906250 Penalty: 2851.198975
	Iteration 121Q: 3 clusters Score -392777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -392785.718750 Penalty: 2851.198975
	Iteration 122Q: 3 clusters Score -392785.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -392794.312500 Penalty: 2851.198975
	Iteration 123Q: 3 clusters Score -392794.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -392802.218750 Penalty: 2851.198975
	Iteration 124Q: 3 clusters Score -392802.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -392808.562500 Penalty: 2851.198975
	Iteration 125Q: 3 clusters Score -392808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -392818.875000 Penalty: 2851.198975
	Iteration 126Q: 3 clusters Score -392818.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -392831.500000 Penalty: 2851.198975
	Iteration 127Q: 3 clusters Score -392831.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -392841.312500 Penalty: 2851.198975
	Iteration 128Q: 3 clusters Score -392841.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -392850.375000 Penalty: 2851.198975
	Iteration 129Q: 3 clusters Score -392850.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -392858.250000 Penalty: 2851.198975
	Iteration 130Q: 3 clusters Score -392858.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -392865.906250 Penalty: 2851.198975
	Iteration 131Q: 3 clusters Score -392865.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -392874.312500 Penalty: 2851.198975
	Iteration 132Q: 3 clusters Score -392874.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -392885.000000 Penalty: 2851.198975
	Iteration 133Q: 3 clusters Score -392885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -392898.375000 Penalty: 2851.198975
	Iteration 134Q: 3 clusters Score -392898.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -392913.468750 Penalty: 2851.198975
	Iteration 135Q: 3 clusters Score -392913.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -392925.843750 Penalty: 2851.198975
	Iteration 136Q: 3 clusters Score -392925.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -392942.312500 Penalty: 2851.198975
	Iteration 137Q: 3 clusters Score -392942.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -392953.062500 Penalty: 2851.198975
	Iteration 138Q: 3 clusters Score -392953.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -392963.875000 Penalty: 2851.198975
	Iteration 139Q: 3 clusters Score -392963.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -392979.125000 Penalty: 2851.198975
	Iteration 140F: 3 clusters Score -392979.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -392991.406250 Penalty: 2851.198975
	Iteration 141Q: 3 clusters Score -392991.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -393004.968750 Penalty: 2851.198975
	Iteration 142Q: 3 clusters Score -393005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -393014.500000 Penalty: 2851.198975
	Iteration 143Q: 3 clusters Score -393014.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -393019.593750 Penalty: 2851.198975
	Iteration 144Q: 3 clusters Score -393019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -393024.812500 Penalty: 2851.198975
	Iteration 145Q: 3 clusters Score -393024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -393026.937500 Penalty: 2851.198975
	Iteration 146Q: 3 clusters Score -393026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -393030.343750 Penalty: 2851.198975
	Iteration 147Q: 3 clusters Score -393030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -393033.187500 Penalty: 2851.198975
	Iteration 148Q: 3 clusters Score -393033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -393034.906250 Penalty: 2851.198975
	Iteration 149Q: 3 clusters Score -393034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -393035.625000 Penalty: 2851.198975
	Iteration 150Q: 3 clusters Score -393035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -393036.468750 Penalty: 2851.198975
	Iteration 151Q: 3 clusters Score -393036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -393037.250000 Penalty: 2851.198975
	Iteration 152Q: 3 clusters Score -393037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -393037.281250 Penalty: 2851.198975
	Iteration 153Q: 3 clusters Score -393037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -393037.281250 Penalty: 2851.198975
	Iteration 154F: 3 clusters Score -393037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -312454.812500 Penalty: 1391.631470
	Iteration 0F: 2 clusters Score -312454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -308352.906250 Penalty: 2783.262939
	Iteration 0F: 3 clusters Score -308352.9 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -309597.531250 Penalty: 2783.262939
	Iteration 1F: 3 clusters Score -309597.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -309817.687500 Penalty: 2783.262939
	Iteration 2F: 3 clusters Score -309817.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -309986.937500 Penalty: 2783.262939
	Iteration 3F: 3 clusters Score -309986.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -310139.468750 Penalty: 2783.262939
	Iteration 4Q: 3 clusters Score -310139.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -310306.187500 Penalty: 2783.262939
	Iteration 5Q: 3 clusters Score -310306.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -310472.250000 Penalty: 2783.262939
	Iteration 6Q: 3 clusters Score -310472.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -310645.968750 Penalty: 2783.262939
	Iteration 7Q: 3 clusters Score -310646 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -310776.406250 Penalty: 2783.262939
	Iteration 8Q: 3 clusters Score -310776.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -310886.687500 Penalty: 2783.262939
	Iteration 9Q: 3 clusters Score -310886.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -310966.656250 Penalty: 2783.262939
	Iteration 10Q: 3 clusters Score -310966.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -311041.718750 Penalty: 2783.262939
	Iteration 11Q: 3 clusters Score -311041.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -311111.093750 Penalty: 2783.262939
	Iteration 12Q: 3 clusters Score -311111.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -311173.406250 Penalty: 2783.262939
	Iteration 13Q: 3 clusters Score -311173.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -311231.531250 Penalty: 2783.262939
	Iteration 14Q: 3 clusters Score -311231.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -311293.156250 Penalty: 2783.262939
	Iteration 15Q: 3 clusters Score -311293.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -311338.500000 Penalty: 2783.262939
	Iteration 16Q: 3 clusters Score -311338.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -311363.843750 Penalty: 2783.262939
	Iteration 17Q: 3 clusters Score -311363.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -311383.968750 Penalty: 2783.262939
	Iteration 18Q: 3 clusters Score -311384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -311398.937500 Penalty: 2783.262939
	Iteration 19Q: 3 clusters Score -311398.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -311411.656250 Penalty: 2783.262939
	Iteration 20F: 3 clusters Score -311411.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -311423.812500 Penalty: 2783.262939
	Iteration 21Q: 3 clusters Score -311423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -311432.906250 Penalty: 2783.262939
	Iteration 22Q: 3 clusters Score -311432.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -311444.468750 Penalty: 2783.262939
	Iteration 23Q: 3 clusters Score -311444.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -311456.375000 Penalty: 2783.262939
	Iteration 24Q: 3 clusters Score -311456.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -311466.937500 Penalty: 2783.262939
	Iteration 25Q: 3 clusters Score -311466.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -311474.437500 Penalty: 2783.262939
	Iteration 26Q: 3 clusters Score -311474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -311478.562500 Penalty: 2783.262939
	Iteration 27Q: 3 clusters Score -311478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -311486.062500 Penalty: 2783.262939
	Iteration 28Q: 3 clusters Score -311486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -311497.156250 Penalty: 2783.262939
	Iteration 29Q: 3 clusters Score -311497.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -311508.187500 Penalty: 2783.262939
	Iteration 30Q: 3 clusters Score -311508.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -311515.437500 Penalty: 2783.262939
	Iteration 31Q: 3 clusters Score -311515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -311519.968750 Penalty: 2783.262939
	Iteration 32Q: 3 clusters Score -311520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -311524.375000 Penalty: 2783.262939
	Iteration 33Q: 3 clusters Score -311524.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -311527.750000 Penalty: 2783.262939
	Iteration 34Q: 3 clusters Score -311527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -311529.718750 Penalty: 2783.262939
	Iteration 35Q: 3 clusters Score -311529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -311531.000000 Penalty: 2783.262939
	Iteration 36Q: 3 clusters Score -311531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -311533.250000 Penalty: 2783.262939
	Iteration 37Q: 3 clusters Score -311533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -311534.343750 Penalty: 2783.262939
	Iteration 38Q: 3 clusters Score -311534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -311536.718750 Penalty: 2783.262939
	Iteration 39Q: 3 clusters Score -311536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -311536.968750 Penalty: 2783.262939
	Iteration 40F: 3 clusters Score -311537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -311537.000000 Penalty: 2783.262939
	Iteration 41Q: 3 clusters Score -311537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -311537.906250 Penalty: 2783.262939
	Iteration 42Q: 3 clusters Score -311537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -311539.687500 Penalty: 2783.262939
	Iteration 43Q: 3 clusters Score -311539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -311543.843750 Penalty: 2783.262939
	Iteration 44Q: 3 clusters Score -311543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -311547.468750 Penalty: 2783.262939
	Iteration 45Q: 3 clusters Score -311547.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -311549.968750 Penalty: 2783.262939
	Iteration 46Q: 3 clusters Score -311550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -311552.937500 Penalty: 2783.262939
	Iteration 47Q: 3 clusters Score -311552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -311555.812500 Penalty: 2783.262939
	Iteration 48Q: 3 clusters Score -311555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -311562.218750 Penalty: 2783.262939
	Iteration 49Q: 3 clusters Score -311562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -311569.156250 Penalty: 2783.262939
	Iteration 50Q: 3 clusters Score -311569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -311579.750000 Penalty: 2783.262939
	Iteration 51Q: 3 clusters Score -311579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -311584.781250 Penalty: 2783.262939
	Iteration 52Q: 3 clusters Score -311584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -311587.187500 Penalty: 2783.262939
	Iteration 53Q: 3 clusters Score -311587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -311588.500000 Penalty: 2783.262939
	Iteration 54Q: 3 clusters Score -311588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -311588.875000 Penalty: 2783.262939
	Iteration 55Q: 3 clusters Score -311588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -311589.875000 Penalty: 2783.262939
	Iteration 56Q: 3 clusters Score -311589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -311590.593750 Penalty: 2783.262939
	Iteration 57Q: 3 clusters Score -311590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -311591.500000 Penalty: 2783.262939
	Iteration 58Q: 3 clusters Score -311591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -311591.500000 Penalty: 2783.262939
	Iteration 59F: 3 clusters Score -311591.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -253674.406250 Penalty: 1362.196289
	Iteration 0F: 2 clusters Score -253674.4 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 2158 members 
Entering Unmasked Estep 
Score: -250065.375000 Penalty: 2724.392578
	Iteration 0F: 3 clusters Score -250065.4 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -251053.000000 Penalty: 2724.392578
	Iteration 1F: 3 clusters Score -251053 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -251234.281250 Penalty: 2724.392578
	Iteration 2F: 3 clusters Score -251234.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -251358.953125 Penalty: 2724.392578
	Iteration 3F: 3 clusters Score -251359 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -251469.125000 Penalty: 2724.392578
	Iteration 4Q: 3 clusters Score -251469.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -251549.421875 Penalty: 2724.392578
	Iteration 5Q: 3 clusters Score -251549.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -251607.265625 Penalty: 2724.392578
	Iteration 6Q: 3 clusters Score -251607.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -251658.312500 Penalty: 2724.392578
	Iteration 7Q: 3 clusters Score -251658.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -251715.953125 Penalty: 2724.392578
	Iteration 8Q: 3 clusters Score -251716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -251767.187500 Penalty: 2724.392578
	Iteration 9Q: 3 clusters Score -251767.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -251806.546875 Penalty: 2724.392578
	Iteration 10Q: 3 clusters Score -251806.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -251845.125000 Penalty: 2724.392578
	Iteration 11Q: 3 clusters Score -251845.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -251882.968750 Penalty: 2724.392578
	Iteration 12Q: 3 clusters Score -251883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -251908.062500 Penalty: 2724.392578
	Iteration 13Q: 3 clusters Score -251908.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -251935.859375 Penalty: 2724.392578
	Iteration 14Q: 3 clusters Score -251935.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -251960.093750 Penalty: 2724.392578
	Iteration 15Q: 3 clusters Score -251960.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -251987.468750 Penalty: 2724.392578
	Iteration 16Q: 3 clusters Score -251987.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -252013.953125 Penalty: 2724.392578
	Iteration 17Q: 3 clusters Score -252014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -252029.875000 Penalty: 2724.392578
	Iteration 18Q: 3 clusters Score -252029.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -252044.625000 Penalty: 2724.392578
	Iteration 19Q: 3 clusters Score -252044.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -252064.046875 Penalty: 2724.392578
	Iteration 20F: 3 clusters Score -252064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -252081.390625 Penalty: 2724.392578
	Iteration 21Q: 3 clusters Score -252081.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -252098.265625 Penalty: 2724.392578
	Iteration 22Q: 3 clusters Score -252098.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -252115.781250 Penalty: 2724.392578
	Iteration 23Q: 3 clusters Score -252115.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -252135.093750 Penalty: 2724.392578
	Iteration 24Q: 3 clusters Score -252135.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -252149.656250 Penalty: 2724.392578
	Iteration 25Q: 3 clusters Score -252149.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -252163.171875 Penalty: 2724.392578
	Iteration 26Q: 3 clusters Score -252163.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -252178.093750 Penalty: 2724.392578
	Iteration 27Q: 3 clusters Score -252178.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -252201.234375 Penalty: 2724.392578
	Iteration 28Q: 3 clusters Score -252201.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -252239.109375 Penalty: 2724.392578
	Iteration 29Q: 3 clusters Score -252239.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -252272.187500 Penalty: 2724.392578
	Iteration 30Q: 3 clusters Score -252272.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252303.890625 Penalty: 2724.392578
	Iteration 31Q: 3 clusters Score -252303.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -252333.828125 Penalty: 2724.392578
	Iteration 32Q: 3 clusters Score -252333.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252362.406250 Penalty: 2724.392578
	Iteration 33Q: 3 clusters Score -252362.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252381.515625 Penalty: 2724.392578
	Iteration 34Q: 3 clusters Score -252381.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -252401.687500 Penalty: 2724.392578
	Iteration 35Q: 3 clusters Score -252401.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252421.984375 Penalty: 2724.392578
	Iteration 36Q: 3 clusters Score -252422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -252439.015625 Penalty: 2724.392578
	Iteration 37Q: 3 clusters Score -252439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -252457.031250 Penalty: 2724.392578
	Iteration 38Q: 3 clusters Score -252457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -252468.687500 Penalty: 2724.392578
	Iteration 39Q: 3 clusters Score -252468.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -252481.390625 Penalty: 2724.392578
	Iteration 40F: 3 clusters Score -252481.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -252490.140625 Penalty: 2724.392578
	Iteration 41Q: 3 clusters Score -252490.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -252499.562500 Penalty: 2724.392578
	Iteration 42Q: 3 clusters Score -252499.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -252506.109375 Penalty: 2724.392578
	Iteration 43Q: 3 clusters Score -252506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -252510.765625 Penalty: 2724.392578
	Iteration 44Q: 3 clusters Score -252510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -252513.578125 Penalty: 2724.392578
	Iteration 45Q: 3 clusters Score -252513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -252516.281250 Penalty: 2724.392578
	Iteration 46Q: 3 clusters Score -252516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -252518.921875 Penalty: 2724.392578
	Iteration 47Q: 3 clusters Score -252518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -252523.734375 Penalty: 2724.392578
	Iteration 48Q: 3 clusters Score -252523.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -252528.078125 Penalty: 2724.392578
	Iteration 49Q: 3 clusters Score -252528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -252532.421875 Penalty: 2724.392578
	Iteration 50Q: 3 clusters Score -252532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -252533.968750 Penalty: 2724.392578
	Iteration 51Q: 3 clusters Score -252534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -252535.437500 Penalty: 2724.392578
	Iteration 52Q: 3 clusters Score -252535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -252540.406250 Penalty: 2724.392578
	Iteration 53Q: 3 clusters Score -252540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -252541.250000 Penalty: 2724.392578
	Iteration 54Q: 3 clusters Score -252541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -252542.828125 Penalty: 2724.392578
	Iteration 55Q: 3 clusters Score -252542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252543.890625 Penalty: 2724.392578
	Iteration 56Q: 3 clusters Score -252543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -252545.937500 Penalty: 2724.392578
	Iteration 57Q: 3 clusters Score -252545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -252547.421875 Penalty: 2724.392578
	Iteration 58Q: 3 clusters Score -252547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -252549.171875 Penalty: 2724.392578
	Iteration 59Q: 3 clusters Score -252549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -252550.140625 Penalty: 2724.392578
	Iteration 60F: 3 clusters Score -252550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -252550.437500 Penalty: 2724.392578
	Iteration 61Q: 3 clusters Score -252550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -252550.437500 Penalty: 2724.392578
	Iteration 62F: 3 clusters Score -252550.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -82237.968750 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -82237.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -80483.335938 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -80483.34 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -80849.468750 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -80849.47 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -80944.671875 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -80944.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -81001.851562 Penalty: 2370.230713
	Iteration 3Q: 3 clusters Score -81001.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -81043.195312 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -81043.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -81068.429688 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -81068.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -81089.242188 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -81089.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -81095.242188 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -81095.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81098.179688 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -81098.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81101.046875 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -81101.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -81104.335938 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -81104.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -81106.445312 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -81106.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -81107.351562 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -81107.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -81108.890625 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -81108.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -81109.718750 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -81109.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81110.320312 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -81110.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -81111.085938 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -81111.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81111.179688 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -81111.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81111.179688 Penalty: 2370.230713
	Iteration 18F: 3 clusters Score -81111.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Entering Unmasked Estep 
Score: -1471722.750000 Penalty: 1640.050537
	Iteration 0F: 2 clusters Score -1471723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1455406.875000 Penalty: 3280.101074
	Iteration 0F: 3 clusters Score -1455407 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1461262.250000 Penalty: 3280.101074
	Iteration 1F: 3 clusters Score -1461262 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1461600.625000 Penalty: 3280.101074
	Iteration 2Q: 3 clusters Score -1461601 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1461940.625000 Penalty: 3280.101074
	Iteration 3Q: 3 clusters Score -1461941 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1462397.000000 Penalty: 3280.101074
	Iteration 4Q: 3 clusters Score -1462397 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1463079.875000 Penalty: 3280.101074
	Iteration 5F: 3 clusters Score -1463080 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1464119.500000 Penalty: 3280.101074
	Iteration 6F: 3 clusters Score -1464120 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1465617.250000 Penalty: 3280.101074
	Iteration 7F: 3 clusters Score -1465617 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1467360.125000 Penalty: 3280.101074
	Iteration 8F: 3 clusters Score -1467360 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1468841.375000 Penalty: 3280.101074
	Iteration 9F: 3 clusters Score -1468841 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1469653.875000 Penalty: 3280.101074
	Iteration 10Q: 3 clusters Score -1469654 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1469971.500000 Penalty: 3280.101074
	Iteration 11Q: 3 clusters Score -1469972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1470102.875000 Penalty: 3280.101074
	Iteration 12Q: 3 clusters Score -1470103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1470190.625000 Penalty: 3280.101074
	Iteration 13Q: 3 clusters Score -1470191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1470216.000000 Penalty: 3280.101074
	Iteration 14Q: 3 clusters Score -1470216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1470242.500000 Penalty: 3280.101074
	Iteration 15Q: 3 clusters Score -1470242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1470247.000000 Penalty: 3280.101074
	Iteration 16Q: 3 clusters Score -1470247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1470257.125000 Penalty: 3280.101074
	Iteration 17Q: 3 clusters Score -1470257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1470264.250000 Penalty: 3280.101074
	Iteration 18Q: 3 clusters Score -1470264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1470270.000000 Penalty: 3280.101074
	Iteration 19Q: 3 clusters Score -1470270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1470275.500000 Penalty: 3280.101074
	Iteration 20F: 3 clusters Score -1470276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1470282.375000 Penalty: 3280.101074
	Iteration 21Q: 3 clusters Score -1470282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1470284.125000 Penalty: 3280.101074
	Iteration 22Q: 3 clusters Score -1470284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1470287.625000 Penalty: 3280.101074
	Iteration 23Q: 3 clusters Score -1470288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1470289.125000 Penalty: 3280.101074
	Iteration 24Q: 3 clusters Score -1470289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1470289.125000 Penalty: 3280.101074
	Iteration 25F: 3 clusters Score -1470289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Entering Unmasked Estep 
Score: -3982511.500000 Penalty: 1803.058105
	Iteration 0F: 2 clusters Score -3982512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3938452.000000 Penalty: 3606.116211
	Iteration 0F: 3 clusters Score -3938452 nChanged 31189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3956455.000000 Penalty: 3606.116211
	Iteration 1F: 3 clusters Score -3956455 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3957271.000000 Penalty: 3606.116211
	Iteration 2Q: 3 clusters Score -3957271 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -3958340.500000 Penalty: 3606.116211
	Iteration 3Q: 3 clusters Score -3958340 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -3959761.500000 Penalty: 3606.116211
	Iteration 4Q: 3 clusters Score -3959762 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -3962014.000000 Penalty: 3606.116211
	Iteration 5F: 3 clusters Score -3962014 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -3965251.000000 Penalty: 3606.116211
	Iteration 6F: 3 clusters Score -3965251 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -3969061.750000 Penalty: 3606.116211
	Iteration 7F: 3 clusters Score -3969062 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -3972729.750000 Penalty: 3606.116211
	Iteration 8F: 3 clusters Score -3972730 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -3975617.250000 Penalty: 3606.116211
	Iteration 9F: 3 clusters Score -3975617 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -3977585.250000 Penalty: 3606.116211
	Iteration 10Q: 3 clusters Score -3977585 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -3978868.750000 Penalty: 3606.116211
	Iteration 11Q: 3 clusters Score -3978869 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -3979712.500000 Penalty: 3606.116211
	Iteration 12Q: 3 clusters Score -3979712 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -3980257.750000 Penalty: 3606.116211
	Iteration 13Q: 3 clusters Score -3980258 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -3980528.000000 Penalty: 3606.116211
	Iteration 14Q: 3 clusters Score -3980528 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -3980685.500000 Penalty: 3606.116211
	Iteration 15Q: 3 clusters Score -3980686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -3980786.750000 Penalty: 3606.116211
	Iteration 16Q: 3 clusters Score -3980787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -3980845.750000 Penalty: 3606.116211
	Iteration 17Q: 3 clusters Score -3980846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -3980886.250000 Penalty: 3606.116211
	Iteration 18Q: 3 clusters Score -3980886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -3980920.500000 Penalty: 3606.116211
	Iteration 19Q: 3 clusters Score -3980920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -3980933.500000 Penalty: 3606.116211
	Iteration 20F: 3 clusters Score -3980934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -3980943.750000 Penalty: 3606.116211
	Iteration 21Q: 3 clusters Score -3980944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -3980954.250000 Penalty: 3606.116211
	Iteration 22Q: 3 clusters Score -3980954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -3980969.000000 Penalty: 3606.116211
	Iteration 23Q: 3 clusters Score -3980969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -3980990.000000 Penalty: 3606.116211
	Iteration 24Q: 3 clusters Score -3980990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -3981019.000000 Penalty: 3606.116211
	Iteration 25Q: 3 clusters Score -3981019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -3981040.500000 Penalty: 3606.116211
	Iteration 26Q: 3 clusters Score -3981040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -3981069.000000 Penalty: 3606.116211
	Iteration 27Q: 3 clusters Score -3981069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -3981089.000000 Penalty: 3606.116211
	Iteration 28Q: 3 clusters Score -3981089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -3981096.250000 Penalty: 3606.116211
	Iteration 29Q: 3 clusters Score -3981096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -3981102.500000 Penalty: 3606.116211
	Iteration 30Q: 3 clusters Score -3981102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -3981106.000000 Penalty: 3606.116211
	Iteration 31Q: 3 clusters Score -3981106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -3981113.250000 Penalty: 3606.116211
	Iteration 32Q: 3 clusters Score -3981113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -3981114.000000 Penalty: 3606.116211
	Iteration 33Q: 3 clusters Score -3981114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -3981116.750000 Penalty: 3606.116211
	Iteration 34Q: 3 clusters Score -3981117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -3981120.250000 Penalty: 3606.116211
	Iteration 35Q: 3 clusters Score -3981120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -3981119.750000 Penalty: 3606.116211
	Iteration 36Q: 3 clusters Score -3981120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -3981123.750000 Penalty: 3606.116211
	Iteration 37Q: 3 clusters Score -3981124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -3981128.750000 Penalty: 3606.116211
	Iteration 38Q: 3 clusters Score -3981129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -3981135.750000 Penalty: 3606.116211
	Iteration 39Q: 3 clusters Score -3981136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -3981133.500000 Penalty: 3606.116211
	Iteration 40F: 3 clusters Score -3981134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -3981132.250000 Penalty: 3606.116211
	Iteration 41Q: 3 clusters Score -3981132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -3981132.250000 Penalty: 3606.116211
	Iteration 42F: 3 clusters Score -3981132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Entering Unmasked Estep 
Score: -1062612.250000 Penalty: 1614.710571
	Iteration 0F: 2 clusters Score -1062612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1048483.125000 Penalty: 3229.421143
	Iteration 0F: 3 clusters Score -1048483 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1053788.375000 Penalty: 3229.421143
	Iteration 1F: 3 clusters Score -1053788 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1054309.000000 Penalty: 3229.421143
	Iteration 2F: 3 clusters Score -1054309 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1054782.625000 Penalty: 3229.421143
	Iteration 3F: 3 clusters Score -1054783 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1055266.125000 Penalty: 3229.421143
	Iteration 4Q: 3 clusters Score -1055266 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1055750.375000 Penalty: 3229.421143
	Iteration 5Q: 3 clusters Score -1055750 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1056244.125000 Penalty: 3229.421143
	Iteration 6Q: 3 clusters Score -1056244 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1056744.125000 Penalty: 3229.421143
	Iteration 7Q: 3 clusters Score -1056744 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1057282.375000 Penalty: 3229.421143
	Iteration 8Q: 3 clusters Score -1057282 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1057792.375000 Penalty: 3229.421143
	Iteration 9Q: 3 clusters Score -1057792 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1058343.625000 Penalty: 3229.421143
	Iteration 10Q: 3 clusters Score -1058344 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1058870.125000 Penalty: 3229.421143
	Iteration 11Q: 3 clusters Score -1058870 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1059339.250000 Penalty: 3229.421143
	Iteration 12Q: 3 clusters Score -1059339 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1059742.125000 Penalty: 3229.421143
	Iteration 13Q: 3 clusters Score -1059742 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1060021.250000 Penalty: 3229.421143
	Iteration 14Q: 3 clusters Score -1060021 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1060242.000000 Penalty: 3229.421143
	Iteration 15Q: 3 clusters Score -1060242 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1060432.625000 Penalty: 3229.421143
	Iteration 16Q: 3 clusters Score -1060433 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1060591.625000 Penalty: 3229.421143
	Iteration 17Q: 3 clusters Score -1060592 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1060718.625000 Penalty: 3229.421143
	Iteration 18Q: 3 clusters Score -1060719 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1060824.125000 Penalty: 3229.421143
	Iteration 19Q: 3 clusters Score -1060824 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1060914.000000 Penalty: 3229.421143
	Iteration 20F: 3 clusters Score -1060914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1060981.250000 Penalty: 3229.421143
	Iteration 21Q: 3 clusters Score -1060981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1061053.250000 Penalty: 3229.421143
	Iteration 22Q: 3 clusters Score -1061053 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1061118.625000 Penalty: 3229.421143
	Iteration 23Q: 3 clusters Score -1061119 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1061192.125000 Penalty: 3229.421143
	Iteration 24Q: 3 clusters Score -1061192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1061246.625000 Penalty: 3229.421143
	Iteration 25Q: 3 clusters Score -1061247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1061288.875000 Penalty: 3229.421143
	Iteration 26Q: 3 clusters Score -1061289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1061329.625000 Penalty: 3229.421143
	Iteration 27Q: 3 clusters Score -1061330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1061361.875000 Penalty: 3229.421143
	Iteration 28Q: 3 clusters Score -1061362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1061398.500000 Penalty: 3229.421143
	Iteration 29Q: 3 clusters Score -1061398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1061429.125000 Penalty: 3229.421143
	Iteration 30Q: 3 clusters Score -1061429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1061468.500000 Penalty: 3229.421143
	Iteration 31Q: 3 clusters Score -1061468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1061496.875000 Penalty: 3229.421143
	Iteration 32Q: 3 clusters Score -1061497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1061535.625000 Penalty: 3229.421143
	Iteration 33Q: 3 clusters Score -1061536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1061562.000000 Penalty: 3229.421143
	Iteration 34Q: 3 clusters Score -1061562 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1061592.000000 Penalty: 3229.421143
	Iteration 35Q: 3 clusters Score -1061592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1061622.875000 Penalty: 3229.421143
	Iteration 36Q: 3 clusters Score -1061623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1061652.750000 Penalty: 3229.421143
	Iteration 37Q: 3 clusters Score -1061653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1061683.500000 Penalty: 3229.421143
	Iteration 38Q: 3 clusters Score -1061684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1061705.500000 Penalty: 3229.421143
	Iteration 39Q: 3 clusters Score -1061706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1061725.625000 Penalty: 3229.421143
	Iteration 40F: 3 clusters Score -1061726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1061736.125000 Penalty: 3229.421143
	Iteration 41Q: 3 clusters Score -1061736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1061749.500000 Penalty: 3229.421143
	Iteration 42Q: 3 clusters Score -1061750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1061758.500000 Penalty: 3229.421143
	Iteration 43Q: 3 clusters Score -1061758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1061764.875000 Penalty: 3229.421143
	Iteration 44Q: 3 clusters Score -1061765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1061770.875000 Penalty: 3229.421143
	Iteration 45Q: 3 clusters Score -1061771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1061777.875000 Penalty: 3229.421143
	Iteration 46Q: 3 clusters Score -1061778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1061785.500000 Penalty: 3229.421143
	Iteration 47Q: 3 clusters Score -1061786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1061793.500000 Penalty: 3229.421143
	Iteration 48Q: 3 clusters Score -1061794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1061804.125000 Penalty: 3229.421143
	Iteration 49Q: 3 clusters Score -1061804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1061813.250000 Penalty: 3229.421143
	Iteration 50Q: 3 clusters Score -1061813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1061813.875000 Penalty: 3229.421143
	Iteration 51Q: 3 clusters Score -1061814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1061818.750000 Penalty: 3229.421143
	Iteration 52Q: 3 clusters Score -1061819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1061821.625000 Penalty: 3229.421143
	Iteration 53Q: 3 clusters Score -1061822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1061825.000000 Penalty: 3229.421143
	Iteration 54Q: 3 clusters Score -1061825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1061826.000000 Penalty: 3229.421143
	Iteration 55Q: 3 clusters Score -1061826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1061825.875000 Penalty: 3229.421143
	Iteration 56Q: 3 clusters Score -1061826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1061829.750000 Penalty: 3229.421143
	Iteration 57Q: 3 clusters Score -1061830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1061829.375000 Penalty: 3229.421143
	Iteration 58Q: 3 clusters Score -1061829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1061829.375000 Penalty: 3229.421143
	Iteration 59Q: 3 clusters Score -1061829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1061829.375000 Penalty: 3229.421143
	Iteration 60F: 3 clusters Score -1061829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1061829.000000 Penalty: 3229.421143
	Iteration 61Q: 3 clusters Score -1061829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1061829.000000 Penalty: 3229.421143
	Iteration 62Q: 3 clusters Score -1061829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1061830.125000 Penalty: 3229.421143
	Iteration 63Q: 3 clusters Score -1061830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1061831.625000 Penalty: 3229.421143
	Iteration 64Q: 3 clusters Score -1061832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1061832.000000 Penalty: 3229.421143
	Iteration 65Q: 3 clusters Score -1061832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1061832.875000 Penalty: 3229.421143
	Iteration 66Q: 3 clusters Score -1061833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1061833.000000 Penalty: 3229.421143
	Iteration 67Q: 3 clusters Score -1061833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1061833.000000 Penalty: 3229.421143
	Iteration 68F: 3 clusters Score -1061833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Entering Unmasked Estep 
Score: -522909.468750 Penalty: 1470.385620
	Iteration 0F: 2 clusters Score -522909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -516721.843750 Penalty: 2940.771240
	Iteration 0F: 3 clusters Score -516721.8 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -518579.875000 Penalty: 2940.771240
	Iteration 1F: 3 clusters Score -518579.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -518774.781250 Penalty: 2940.771240
	Iteration 2F: 3 clusters Score -518774.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -518916.468750 Penalty: 2940.771240
	Iteration 3Q: 3 clusters Score -518916.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -519017.875000 Penalty: 2940.771240
	Iteration 4Q: 3 clusters Score -519017.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -519106.250000 Penalty: 2940.771240
	Iteration 5Q: 3 clusters Score -519106.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -519193.625000 Penalty: 2940.771240
	Iteration 6Q: 3 clusters Score -519193.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -519289.781250 Penalty: 2940.771240
	Iteration 7Q: 3 clusters Score -519289.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -519381.843750 Penalty: 2940.771240
	Iteration 8Q: 3 clusters Score -519381.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -519490.843750 Penalty: 2940.771240
	Iteration 9Q: 3 clusters Score -519490.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -519608.843750 Penalty: 2940.771240
	Iteration 10Q: 3 clusters Score -519608.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -519742.781250 Penalty: 2940.771240
	Iteration 11Q: 3 clusters Score -519742.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -519917.687500 Penalty: 2940.771240
	Iteration 12Q: 3 clusters Score -519917.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -520141.062500 Penalty: 2940.771240
	Iteration 13Q: 3 clusters Score -520141.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -520388.156250 Penalty: 2940.771240
	Iteration 14Q: 3 clusters Score -520388.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -520648.093750 Penalty: 2940.771240
	Iteration 15Q: 3 clusters Score -520648.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -520872.375000 Penalty: 2940.771240
	Iteration 16Q: 3 clusters Score -520872.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -521071.843750 Penalty: 2940.771240
	Iteration 17Q: 3 clusters Score -521071.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -521239.218750 Penalty: 2940.771240
	Iteration 18Q: 3 clusters Score -521239.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -521356.781250 Penalty: 2940.771240
	Iteration 19Q: 3 clusters Score -521356.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -521445.468750 Penalty: 2940.771240
	Iteration 20F: 3 clusters Score -521445.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -521499.343750 Penalty: 2940.771240
	Iteration 21Q: 3 clusters Score -521499.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -521533.281250 Penalty: 2940.771240
	Iteration 22Q: 3 clusters Score -521533.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -521562.437500 Penalty: 2940.771240
	Iteration 23Q: 3 clusters Score -521562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -521583.843750 Penalty: 2940.771240
	Iteration 24Q: 3 clusters Score -521583.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -521600.187500 Penalty: 2940.771240
	Iteration 25Q: 3 clusters Score -521600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -521608.125000 Penalty: 2940.771240
	Iteration 26Q: 3 clusters Score -521608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -521614.156250 Penalty: 2940.771240
	Iteration 27Q: 3 clusters Score -521614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -521619.062500 Penalty: 2940.771240
	Iteration 28Q: 3 clusters Score -521619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -521629.281250 Penalty: 2940.771240
	Iteration 29Q: 3 clusters Score -521629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -521635.093750 Penalty: 2940.771240
	Iteration 30Q: 3 clusters Score -521635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -521644.031250 Penalty: 2940.771240
	Iteration 31Q: 3 clusters Score -521644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -521647.281250 Penalty: 2940.771240
	Iteration 32Q: 3 clusters Score -521647.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -521647.281250 Penalty: 2940.771240
	Iteration 33F: 3 clusters Score -521647.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -194201.671875 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -194201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -191140.984375 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -191141 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -191994.156250 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -191994.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -192212.875000 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -192212.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -192395.906250 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -192395.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -192561.265625 Penalty: 2651.982666
	Iteration 4F: 3 clusters Score -192561.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -192702.890625 Penalty: 2651.982666
	Iteration 5F: 3 clusters Score -192702.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -192820.421875 Penalty: 2651.982666
	Iteration 6Q: 3 clusters Score -192820.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -192943.796875 Penalty: 2651.982666
	Iteration 7Q: 3 clusters Score -192943.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -193025.515625 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -193025.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -193093.109375 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -193093.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -193181.750000 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -193181.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -193301.125000 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -193301.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -193374.953125 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -193375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -193431.812500 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -193431.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -193481.437500 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -193481.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -193545.531250 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -193545.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -193619.203125 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -193619.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -193683.234375 Penalty: 2651.982666
	Iteration 17Q: 3 clusters Score -193683.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -193762.843750 Penalty: 2651.982666
	Iteration 18Q: 3 clusters Score -193762.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -193833.515625 Penalty: 2651.982666
	Iteration 19Q: 3 clusters Score -193833.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -193913.328125 Penalty: 2651.982666
	Iteration 20F: 3 clusters Score -193913.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -194000.812500 Penalty: 2651.982666
	Iteration 21Q: 3 clusters Score -194000.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -194106.843750 Penalty: 2651.982666
	Iteration 22Q: 3 clusters Score -194106.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -194268.406250 Penalty: 2651.982666
	Iteration 23Q: 3 clusters Score -194268.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -194474.968750 Penalty: 2651.982666
	Iteration 24Q: 3 clusters Score -194475 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -194680.234375 Penalty: 2651.982666
	Iteration 25Q: 3 clusters Score -194680.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -194791.078125 Penalty: 2651.982666
	Iteration 26Q: 3 clusters Score -194791.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -194858.656250 Penalty: 2651.982666
	Iteration 27Q: 3 clusters Score -194858.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194883.546875 Penalty: 2651.982666
	Iteration 28Q: 3 clusters Score -194883.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -194897.359375 Penalty: 2651.982666
	Iteration 29Q: 3 clusters Score -194897.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -194903.218750 Penalty: 2651.982666
	Iteration 30Q: 3 clusters Score -194903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -194907.328125 Penalty: 2651.982666
	Iteration 31Q: 3 clusters Score -194907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -194909.312500 Penalty: 2651.982666
	Iteration 32Q: 3 clusters Score -194909.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -194909.671875 Penalty: 2651.982666
	Iteration 33Q: 3 clusters Score -194909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -194910.093750 Penalty: 2651.982666
	Iteration 34Q: 3 clusters Score -194910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -194910.531250 Penalty: 2651.982666
	Iteration 35Q: 3 clusters Score -194910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -194910.328125 Penalty: 2651.982666
	Iteration 36Q: 3 clusters Score -194910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -194910.656250 Penalty: 2651.982666
	Iteration 37Q: 3 clusters Score -194910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -194910.656250 Penalty: 2651.982666
	Iteration 38F: 3 clusters Score -194910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68474 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65890 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 2216 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22984 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 1282 members 
Entering Unmasked Estep 
Score: -30941060.000000 Penalty: 94501.125000
Splitting cluster 20 changes total score from -30941118.000000 to -30941060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -355703.343750 Penalty: 1432.883179
	Iteration 0F: 2 clusters Score -355703.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -350640.343750 Penalty: 2865.766357
	Iteration 0F: 3 clusters Score -350640.3 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -352298.343750 Penalty: 2865.766357
	Iteration 1F: 3 clusters Score -352298.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -352694.312500 Penalty: 2865.766357
	Iteration 2F: 3 clusters Score -352694.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -353075.750000 Penalty: 2865.766357
	Iteration 3F: 3 clusters Score -353075.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -353368.625000 Penalty: 2865.766357
	Iteration 4F: 3 clusters Score -353368.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -353593.500000 Penalty: 2865.766357
	Iteration 5F: 3 clusters Score -353593.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -353761.625000 Penalty: 2865.766357
	Iteration 6Q: 3 clusters Score -353761.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -353904.000000 Penalty: 2865.766357
	Iteration 7Q: 3 clusters Score -353904 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -354018.593750 Penalty: 2865.766357
	Iteration 8Q: 3 clusters Score -354018.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -354107.218750 Penalty: 2865.766357
	Iteration 9Q: 3 clusters Score -354107.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -354166.718750 Penalty: 2865.766357
	Iteration 10Q: 3 clusters Score -354166.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -354213.468750 Penalty: 2865.766357
	Iteration 11Q: 3 clusters Score -354213.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -354259.343750 Penalty: 2865.766357
	Iteration 12Q: 3 clusters Score -354259.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -354293.125000 Penalty: 2865.766357
	Iteration 13Q: 3 clusters Score -354293.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -354317.843750 Penalty: 2865.766357
	Iteration 14Q: 3 clusters Score -354317.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -354337.687500 Penalty: 2865.766357
	Iteration 15Q: 3 clusters Score -354337.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -354356.843750 Penalty: 2865.766357
	Iteration 16Q: 3 clusters Score -354356.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -354368.156250 Penalty: 2865.766357
	Iteration 17Q: 3 clusters Score -354368.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -354374.218750 Penalty: 2865.766357
	Iteration 18Q: 3 clusters Score -354374.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -354380.093750 Penalty: 2865.766357
	Iteration 19Q: 3 clusters Score -354380.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -354386.562500 Penalty: 2865.766357
	Iteration 20F: 3 clusters Score -354386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -354392.031250 Penalty: 2865.766357
	Iteration 21Q: 3 clusters Score -354392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -354398.843750 Penalty: 2865.766357
	Iteration 22Q: 3 clusters Score -354398.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -354402.718750 Penalty: 2865.766357
	Iteration 23Q: 3 clusters Score -354402.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -354407.625000 Penalty: 2865.766357
	Iteration 24Q: 3 clusters Score -354407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -354411.468750 Penalty: 2865.766357
	Iteration 25Q: 3 clusters Score -354411.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -354416.906250 Penalty: 2865.766357
	Iteration 26Q: 3 clusters Score -354416.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -354424.718750 Penalty: 2865.766357
	Iteration 27Q: 3 clusters Score -354424.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -354431.031250 Penalty: 2865.766357
	Iteration 28Q: 3 clusters Score -354431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -354438.343750 Penalty: 2865.766357
	Iteration 29Q: 3 clusters Score -354438.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -354440.500000 Penalty: 2865.766357
	Iteration 30Q: 3 clusters Score -354440.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -354443.250000 Penalty: 2865.766357
	Iteration 31Q: 3 clusters Score -354443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -354444.843750 Penalty: 2865.766357
	Iteration 32Q: 3 clusters Score -354444.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -354445.906250 Penalty: 2865.766357
	Iteration 33Q: 3 clusters Score -354445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -354447.750000 Penalty: 2865.766357
	Iteration 34Q: 3 clusters Score -354447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -354449.187500 Penalty: 2865.766357
	Iteration 35Q: 3 clusters Score -354449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -354451.843750 Penalty: 2865.766357
	Iteration 36Q: 3 clusters Score -354451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -354450.625000 Penalty: 2865.766357
	Iteration 37Q: 3 clusters Score -354450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -354452.625000 Penalty: 2865.766357
	Iteration 38Q: 3 clusters Score -354452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -354453.375000 Penalty: 2865.766357
	Iteration 39Q: 3 clusters Score -354453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -354455.062500 Penalty: 2865.766357
	Iteration 40F: 3 clusters Score -354455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -354455.718750 Penalty: 2865.766357
	Iteration 41Q: 3 clusters Score -354455.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -354457.906250 Penalty: 2865.766357
	Iteration 42Q: 3 clusters Score -354457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -354459.250000 Penalty: 2865.766357
	Iteration 43Q: 3 clusters Score -354459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -354460.343750 Penalty: 2865.766357
	Iteration 44Q: 3 clusters Score -354460.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -354462.875000 Penalty: 2865.766357
	Iteration 45Q: 3 clusters Score -354462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -354463.625000 Penalty: 2865.766357
	Iteration 46Q: 3 clusters Score -354463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -354464.187500 Penalty: 2865.766357
	Iteration 47Q: 3 clusters Score -354464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -354465.156250 Penalty: 2865.766357
	Iteration 48Q: 3 clusters Score -354465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -354465.156250 Penalty: 2865.766357
	Iteration 49F: 3 clusters Score -354465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -307735.375000 Penalty: 1390.354736
	Iteration 0F: 2 clusters Score -307735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -303611.437500 Penalty: 2780.709473
	Iteration 0F: 3 clusters Score -303611.4 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -304719.687500 Penalty: 2780.709473
	Iteration 1F: 3 clusters Score -304719.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -304915.343750 Penalty: 2780.709473
	Iteration 2F: 3 clusters Score -304915.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -305061.218750 Penalty: 2780.709473
	Iteration 3F: 3 clusters Score -305061.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -305183.312500 Penalty: 2780.709473
	Iteration 4Q: 3 clusters Score -305183.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -305306.718750 Penalty: 2780.709473
	Iteration 5Q: 3 clusters Score -305306.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -305404.531250 Penalty: 2780.709473
	Iteration 6Q: 3 clusters Score -305404.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -305476.968750 Penalty: 2780.709473
	Iteration 7Q: 3 clusters Score -305477 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -305551.156250 Penalty: 2780.709473
	Iteration 8Q: 3 clusters Score -305551.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -305621.531250 Penalty: 2780.709473
	Iteration 9Q: 3 clusters Score -305621.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -305671.250000 Penalty: 2780.709473
	Iteration 10Q: 3 clusters Score -305671.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -305714.625000 Penalty: 2780.709473
	Iteration 11Q: 3 clusters Score -305714.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -305752.812500 Penalty: 2780.709473
	Iteration 12Q: 3 clusters Score -305752.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -305791.812500 Penalty: 2780.709473
	Iteration 13Q: 3 clusters Score -305791.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -305819.156250 Penalty: 2780.709473
	Iteration 14Q: 3 clusters Score -305819.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -305847.187500 Penalty: 2780.709473
	Iteration 15Q: 3 clusters Score -305847.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -305876.875000 Penalty: 2780.709473
	Iteration 16Q: 3 clusters Score -305876.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -305906.062500 Penalty: 2780.709473
	Iteration 17Q: 3 clusters Score -305906.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -305951.406250 Penalty: 2780.709473
	Iteration 18Q: 3 clusters Score -305951.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -306035.375000 Penalty: 2780.709473
	Iteration 19Q: 3 clusters Score -306035.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -306128.093750 Penalty: 2780.709473
	Iteration 20F: 3 clusters Score -306128.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -306188.687500 Penalty: 2780.709473
	Iteration 21Q: 3 clusters Score -306188.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -306222.156250 Penalty: 2780.709473
	Iteration 22Q: 3 clusters Score -306222.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -306245.687500 Penalty: 2780.709473
	Iteration 23Q: 3 clusters Score -306245.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -306260.500000 Penalty: 2780.709473
	Iteration 24Q: 3 clusters Score -306260.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -306276.312500 Penalty: 2780.709473
	Iteration 25Q: 3 clusters Score -306276.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -306287.750000 Penalty: 2780.709473
	Iteration 26Q: 3 clusters Score -306287.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -306303.625000 Penalty: 2780.709473
	Iteration 27Q: 3 clusters Score -306303.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -306321.218750 Penalty: 2780.709473
	Iteration 28Q: 3 clusters Score -306321.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -306333.968750 Penalty: 2780.709473
	Iteration 29Q: 3 clusters Score -306334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -306347.718750 Penalty: 2780.709473
	Iteration 30Q: 3 clusters Score -306347.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -306357.062500 Penalty: 2780.709473
	Iteration 31Q: 3 clusters Score -306357.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -306370.937500 Penalty: 2780.709473
	Iteration 32Q: 3 clusters Score -306370.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -306385.656250 Penalty: 2780.709473
	Iteration 33Q: 3 clusters Score -306385.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -306401.406250 Penalty: 2780.709473
	Iteration 34Q: 3 clusters Score -306401.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -306418.656250 Penalty: 2780.709473
	Iteration 35Q: 3 clusters Score -306418.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -306445.468750 Penalty: 2780.709473
	Iteration 36Q: 3 clusters Score -306445.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -306481.843750 Penalty: 2780.709473
	Iteration 37Q: 3 clusters Score -306481.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -306508.000000 Penalty: 2780.709473
	Iteration 38Q: 3 clusters Score -306508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -306532.687500 Penalty: 2780.709473
	Iteration 39Q: 3 clusters Score -306532.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -306559.156250 Penalty: 2780.709473
	Iteration 40F: 3 clusters Score -306559.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -306581.500000 Penalty: 2780.709473
	Iteration 41Q: 3 clusters Score -306581.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -306595.000000 Penalty: 2780.709473
	Iteration 42Q: 3 clusters Score -306595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -306607.500000 Penalty: 2780.709473
	Iteration 43Q: 3 clusters Score -306607.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -306623.843750 Penalty: 2780.709473
	Iteration 44Q: 3 clusters Score -306623.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -306636.343750 Penalty: 2780.709473
	Iteration 45Q: 3 clusters Score -306636.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -306652.937500 Penalty: 2780.709473
	Iteration 46Q: 3 clusters Score -306652.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -306672.593750 Penalty: 2780.709473
	Iteration 47Q: 3 clusters Score -306672.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -306683.093750 Penalty: 2780.709473
	Iteration 48Q: 3 clusters Score -306683.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -306694.187500 Penalty: 2780.709473
	Iteration 49Q: 3 clusters Score -306694.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -306702.906250 Penalty: 2780.709473
	Iteration 50Q: 3 clusters Score -306702.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -306710.343750 Penalty: 2780.709473
	Iteration 51Q: 3 clusters Score -306710.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -306720.718750 Penalty: 2780.709473
	Iteration 52Q: 3 clusters Score -306720.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -306730.031250 Penalty: 2780.709473
	Iteration 53Q: 3 clusters Score -306730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -306748.031250 Penalty: 2780.709473
	Iteration 54Q: 3 clusters Score -306748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -306770.500000 Penalty: 2780.709473
	Iteration 55Q: 3 clusters Score -306770.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -306787.468750 Penalty: 2780.709473
	Iteration 56Q: 3 clusters Score -306787.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -306805.000000 Penalty: 2780.709473
	Iteration 57Q: 3 clusters Score -306805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -306821.750000 Penalty: 2780.709473
	Iteration 58Q: 3 clusters Score -306821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -306832.968750 Penalty: 2780.709473
	Iteration 59Q: 3 clusters Score -306833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -306839.718750 Penalty: 2780.709473
	Iteration 60F: 3 clusters Score -306839.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -306846.968750 Penalty: 2780.709473
	Iteration 61Q: 3 clusters Score -306847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -306852.000000 Penalty: 2780.709473
	Iteration 62Q: 3 clusters Score -306852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -306857.312500 Penalty: 2780.709473
	Iteration 63Q: 3 clusters Score -306857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -306860.156250 Penalty: 2780.709473
	Iteration 64Q: 3 clusters Score -306860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -306863.000000 Penalty: 2780.709473
	Iteration 65Q: 3 clusters Score -306863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -306867.000000 Penalty: 2780.709473
	Iteration 66Q: 3 clusters Score -306867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -306874.218750 Penalty: 2780.709473
	Iteration 67Q: 3 clusters Score -306874.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -306882.093750 Penalty: 2780.709473
	Iteration 68Q: 3 clusters Score -306882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -306890.437500 Penalty: 2780.709473
	Iteration 69Q: 3 clusters Score -306890.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -306896.375000 Penalty: 2780.709473
	Iteration 70Q: 3 clusters Score -306896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -306897.281250 Penalty: 2780.709473
	Iteration 71Q: 3 clusters Score -306897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -306897.968750 Penalty: 2780.709473
	Iteration 72Q: 3 clusters Score -306898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -306901.281250 Penalty: 2780.709473
	Iteration 73Q: 3 clusters Score -306901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -306901.468750 Penalty: 2780.709473
	Iteration 74Q: 3 clusters Score -306901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -306901.312500 Penalty: 2780.709473
	Iteration 75Q: 3 clusters Score -306901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -306901.687500 Penalty: 2780.709473
	Iteration 76Q: 3 clusters Score -306901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -306901.687500 Penalty: 2780.709473
	Iteration 77F: 3 clusters Score -306901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -123992.976562 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -123993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -121802.414062 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -121802.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -122602.843750 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -122602.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -122973.375000 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -122973.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -123240.421875 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -123240.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -123421.023438 Penalty: 2507.415283
	Iteration 4F: 3 clusters Score -123421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -123526.867188 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -123526.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -123581.171875 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -123581.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123603.757812 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -123603.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123614.421875 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -123614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123621.601562 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -123621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123631.421875 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -123631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123636.976562 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -123637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123640.882812 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -123640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -123643.242188 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -123643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123644.390625 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -123644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -123646.343750 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -123646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -123648.742188 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -123648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -123651.015625 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -123651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123651.757812 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -123651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123651.757812 Penalty: 2507.415283
	Iteration 19F: 3 clusters Score -123651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -27176.513672 Penalty: 1058.640869
	Iteration 0F: 2 clusters Score -27176.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26001.025391 Penalty: 2117.281738
	Iteration 0F: 3 clusters Score -26001.03 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26270.470703 Penalty: 2117.281738
	Iteration 1F: 3 clusters Score -26270.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26415.285156 Penalty: 2117.281738
	Iteration 2F: 3 clusters Score -26415.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26502.632812 Penalty: 2117.281738
	Iteration 3F: 3 clusters Score -26502.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26587.726562 Penalty: 2117.281738
	Iteration 4Q: 3 clusters Score -26587.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26627.326172 Penalty: 2117.281738
	Iteration 5Q: 3 clusters Score -26627.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26646.957031 Penalty: 2117.281738
	Iteration 6Q: 3 clusters Score -26646.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26660.193359 Penalty: 2117.281738
	Iteration 7Q: 3 clusters Score -26660.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26675.667969 Penalty: 2117.281738
	Iteration 8Q: 3 clusters Score -26675.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26683.898438 Penalty: 2117.281738
	Iteration 9Q: 3 clusters Score -26683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26695.656250 Penalty: 2117.281738
	Iteration 10Q: 3 clusters Score -26695.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26706.509766 Penalty: 2117.281738
	Iteration 11Q: 3 clusters Score -26706.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26718.550781 Penalty: 2117.281738
	Iteration 12Q: 3 clusters Score -26718.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26730.398438 Penalty: 2117.281738
	Iteration 13Q: 3 clusters Score -26730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26747.880859 Penalty: 2117.281738
	Iteration 14Q: 3 clusters Score -26747.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26772.964844 Penalty: 2117.281738
	Iteration 15Q: 3 clusters Score -26772.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26786.109375 Penalty: 2117.281738
	Iteration 16Q: 3 clusters Score -26786.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26790.880859 Penalty: 2117.281738
	Iteration 17Q: 3 clusters Score -26790.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26792.658203 Penalty: 2117.281738
	Iteration 18Q: 3 clusters Score -26792.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26795.248047 Penalty: 2117.281738
	Iteration 19Q: 3 clusters Score -26795.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26797.013672 Penalty: 2117.281738
	Iteration 20F: 3 clusters Score -26797.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26797.453125 Penalty: 2117.281738
	Iteration 21Q: 3 clusters Score -26797.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26797.453125 Penalty: 2117.281738
	Iteration 22F: 3 clusters Score -26797.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -64129.414062 Penalty: 1144.087158
	Iteration 0F: 2 clusters Score -64129.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -62574.390625 Penalty: 2288.174316
	Iteration 0F: 3 clusters Score -62574.39 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -62859.527344 Penalty: 2288.174316
	Iteration 1F: 3 clusters Score -62859.53 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -62988.265625 Penalty: 2288.174316
	Iteration 2F: 3 clusters Score -62988.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -63115.667969 Penalty: 2288.174316
	Iteration 3F: 3 clusters Score -63115.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -63339.273438 Penalty: 2288.174316
	Iteration 4F: 3 clusters Score -63339.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -63599.183594 Penalty: 2288.174316
	Iteration 5F: 3 clusters Score -63599.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -63839.468750 Penalty: 2288.174316
	Iteration 6F: 3 clusters Score -63839.47 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64011.398438 Penalty: 2288.174316
	Iteration 7F: 3 clusters Score -64011.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64119.812500 Penalty: 2288.174316
	Iteration 8F: 3 clusters Score -64119.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64165.082031 Penalty: 2288.174316
	Iteration 9Q: 3 clusters Score -64165.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64193.882812 Penalty: 2288.174316
	Iteration 10Q: 3 clusters Score -64193.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64228.378906 Penalty: 2288.174316
	Iteration 11Q: 3 clusters Score -64228.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64247.199219 Penalty: 2288.174316
	Iteration 12Q: 3 clusters Score -64247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64256.875000 Penalty: 2288.174316
	Iteration 13Q: 3 clusters Score -64256.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64261.855469 Penalty: 2288.174316
	Iteration 14Q: 3 clusters Score -64261.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64261.855469 Penalty: 2288.174316
	Iteration 15F: 3 clusters Score -64261.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68474 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65890 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22984 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 242 members 
Entering Unmasked Estep 
Score: -30940264.000000 Penalty: 94501.125000
Splitting cluster 25 changes total score from -30941118.000000 to -30940264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -297458.031250 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -297458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -293555.125000 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -293555.1 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -294694.000000 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -294694 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -294852.875000 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -294852.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -294962.812500 Penalty: 2757.853271
	Iteration 3Q: 3 clusters Score -294962.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -295048.031250 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -295048 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -295109.781250 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -295109.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -295172.062500 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -295172.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -295238.156250 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -295238.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -295300.531250 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -295300.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -295360.562500 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -295360.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -295425.531250 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -295425.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -295478.500000 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -295478.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -295523.781250 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -295523.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -295557.718750 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -295557.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -295599.750000 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -295599.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -295640.375000 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -295640.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -295678.625000 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -295678.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -295719.406250 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -295719.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -295752.656250 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -295752.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -295777.875000 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -295777.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -295804.875000 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -295804.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -295823.906250 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -295823.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -295846.625000 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -295846.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -295872.531250 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -295872.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -295898.093750 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -295898.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -295918.687500 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -295918.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -295938.250000 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -295938.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -295961.468750 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -295961.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -295986.500000 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -295986.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -296006.281250 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -296006.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -296029.156250 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -296029.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -296052.375000 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -296052.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -296064.937500 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -296064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -296074.687500 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -296074.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -296083.406250 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -296083.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -296090.812500 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -296090.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -296099.843750 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -296099.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -296108.843750 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -296108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -296116.906250 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -296116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -296120.718750 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -296120.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -296124.000000 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -296124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -296126.218750 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -296126.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -296128.000000 Penalty: 2757.853271
	Iteration 42Q: 3 clusters Score -296128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -296128.968750 Penalty: 2757.853271
	Iteration 43Q: 3 clusters Score -296129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -296130.968750 Penalty: 2757.853271
	Iteration 44Q: 3 clusters Score -296131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -296131.343750 Penalty: 2757.853271
	Iteration 45Q: 3 clusters Score -296131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -296132.281250 Penalty: 2757.853271
	Iteration 46Q: 3 clusters Score -296132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -296132.062500 Penalty: 2757.853271
	Iteration 47Q: 3 clusters Score -296132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -296133.250000 Penalty: 2757.853271
	Iteration 48Q: 3 clusters Score -296133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -296133.937500 Penalty: 2757.853271
	Iteration 49Q: 3 clusters Score -296133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -296134.156250 Penalty: 2757.853271
	Iteration 50Q: 3 clusters Score -296134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -296134.812500 Penalty: 2757.853271
	Iteration 51Q: 3 clusters Score -296134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -296134.812500 Penalty: 2757.853271
	Iteration 52F: 3 clusters Score -296134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -126191.093750 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -126191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -123928.929688 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -123928.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -124437.187500 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -124437.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -124568.507812 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -124568.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -124633.281250 Penalty: 2514.866943
	Iteration 3Q: 3 clusters Score -124633.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -124665.992188 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -124666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -124697.843750 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -124697.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -124730.335938 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -124730.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -124761.148438 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -124761.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -124784.265625 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -124784.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -124806.718750 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -124806.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -124834.437500 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -124834.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -124859.710938 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -124859.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -124886.562500 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -124886.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124919.898438 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -124919.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -124956.078125 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -124956.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -125016.023438 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -125016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -125090.515625 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -125090.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -125182.585938 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -125182.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -125284.703125 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -125284.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -125383.554688 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -125383.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -125468.671875 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -125468.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -125528.562500 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -125528.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -125591.843750 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -125591.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -125652.734375 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -125652.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -125680.812500 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -125680.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -125702.054688 Penalty: 2514.866943
	Iteration 25Q: 3 clusters Score -125702.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -125728.585938 Penalty: 2514.866943
	Iteration 26Q: 3 clusters Score -125728.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -125745.960938 Penalty: 2514.866943
	Iteration 27Q: 3 clusters Score -125746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -125756.289062 Penalty: 2514.866943
	Iteration 28Q: 3 clusters Score -125756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -125763.117188 Penalty: 2514.866943
	Iteration 29Q: 3 clusters Score -125763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -125770.539062 Penalty: 2514.866943
	Iteration 30Q: 3 clusters Score -125770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -125776.140625 Penalty: 2514.866943
	Iteration 31Q: 3 clusters Score -125776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -125781.117188 Penalty: 2514.866943
	Iteration 32Q: 3 clusters Score -125781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -125787.062500 Penalty: 2514.866943
	Iteration 33Q: 3 clusters Score -125787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -125791.507812 Penalty: 2514.866943
	Iteration 34Q: 3 clusters Score -125791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -125792.820312 Penalty: 2514.866943
	Iteration 35Q: 3 clusters Score -125792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -125794.140625 Penalty: 2514.866943
	Iteration 36Q: 3 clusters Score -125794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -125795.515625 Penalty: 2514.866943
	Iteration 37Q: 3 clusters Score -125795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -125797.320312 Penalty: 2514.866943
	Iteration 38Q: 3 clusters Score -125797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -125797.320312 Penalty: 2514.866943
	Iteration 39F: 3 clusters Score -125797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -128502.968750 Penalty: 1254.358643
	Iteration 0F: 2 clusters Score -128503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -126308.960938 Penalty: 2508.717285
	Iteration 0F: 3 clusters Score -126309 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -126805.171875 Penalty: 2508.717285
	Iteration 1F: 3 clusters Score -126805.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -126939.562500 Penalty: 2508.717285
	Iteration 2F: 3 clusters Score -126939.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127018.367188 Penalty: 2508.717285
	Iteration 3F: 3 clusters Score -127018.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -127073.031250 Penalty: 2508.717285
	Iteration 4Q: 3 clusters Score -127073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127122.328125 Penalty: 2508.717285
	Iteration 5Q: 3 clusters Score -127122.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -127161.218750 Penalty: 2508.717285
	Iteration 6Q: 3 clusters Score -127161.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127192.984375 Penalty: 2508.717285
	Iteration 7Q: 3 clusters Score -127193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -127220.148438 Penalty: 2508.717285
	Iteration 8Q: 3 clusters Score -127220.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127248.562500 Penalty: 2508.717285
	Iteration 9Q: 3 clusters Score -127248.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127278.929688 Penalty: 2508.717285
	Iteration 10Q: 3 clusters Score -127278.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127302.843750 Penalty: 2508.717285
	Iteration 11Q: 3 clusters Score -127302.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127315.867188 Penalty: 2508.717285
	Iteration 12Q: 3 clusters Score -127315.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -127330.960938 Penalty: 2508.717285
	Iteration 13Q: 3 clusters Score -127331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127347.546875 Penalty: 2508.717285
	Iteration 14Q: 3 clusters Score -127347.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127371.289062 Penalty: 2508.717285
	Iteration 15Q: 3 clusters Score -127371.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127398.062500 Penalty: 2508.717285
	Iteration 16Q: 3 clusters Score -127398.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127419.976562 Penalty: 2508.717285
	Iteration 17Q: 3 clusters Score -127420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127450.000000 Penalty: 2508.717285
	Iteration 18Q: 3 clusters Score -127450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127485.882812 Penalty: 2508.717285
	Iteration 19Q: 3 clusters Score -127485.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127539.742188 Penalty: 2508.717285
	Iteration 20F: 3 clusters Score -127539.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127591.507812 Penalty: 2508.717285
	Iteration 21Q: 3 clusters Score -127591.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127656.726562 Penalty: 2508.717285
	Iteration 22Q: 3 clusters Score -127656.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127758.820312 Penalty: 2508.717285
	Iteration 23Q: 3 clusters Score -127758.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -127846.070312 Penalty: 2508.717285
	Iteration 24Q: 3 clusters Score -127846.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -127925.500000 Penalty: 2508.717285
	Iteration 25Q: 3 clusters Score -127925.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127980.562500 Penalty: 2508.717285
	Iteration 26Q: 3 clusters Score -127980.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -128028.812500 Penalty: 2508.717285
	Iteration 27Q: 3 clusters Score -128028.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -128073.945312 Penalty: 2508.717285
	Iteration 28Q: 3 clusters Score -128073.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128117.867188 Penalty: 2508.717285
	Iteration 29Q: 3 clusters Score -128117.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128168.601562 Penalty: 2508.717285
	Iteration 30Q: 3 clusters Score -128168.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128194.812500 Penalty: 2508.717285
	Iteration 31Q: 3 clusters Score -128194.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -128218.625000 Penalty: 2508.717285
	Iteration 32Q: 3 clusters Score -128218.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -128242.906250 Penalty: 2508.717285
	Iteration 33Q: 3 clusters Score -128242.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128274.609375 Penalty: 2508.717285
	Iteration 34Q: 3 clusters Score -128274.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -128343.421875 Penalty: 2508.717285
	Iteration 35Q: 3 clusters Score -128343.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -128459.375000 Penalty: 2508.717285
	Iteration 36Q: 3 clusters Score -128459.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -128551.054688 Penalty: 2508.717285
	Iteration 37Q: 3 clusters Score -128551.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128572.015625 Penalty: 2508.717285
	Iteration 38Q: 3 clusters Score -128572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -128578.429688 Penalty: 2508.717285
	Iteration 39Q: 3 clusters Score -128578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -128581.750000 Penalty: 2508.717285
	Iteration 40F: 3 clusters Score -128581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -128583.718750 Penalty: 2508.717285
	Iteration 41Q: 3 clusters Score -128583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -128585.156250 Penalty: 2508.717285
	Iteration 42Q: 3 clusters Score -128585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -128585.156250 Penalty: 2508.717285
	Iteration 43F: 3 clusters Score -128585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68474 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65890 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 1173 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22984 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
Score: -30940298.000000 Penalty: 94501.125000
Splitting cluster 28 changes total score from -30941118.000000 to -30940298.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -100975.578125 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -100975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -99072.742188 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -99072.74 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99595.171875 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -99595.17 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99822.460938 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -99822.46 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99962.789062 Penalty: 2427.822998
	Iteration 3F: 3 clusters Score -99962.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100035.070312 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -100035.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100073.531250 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -100073.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100103.515625 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -100103.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100118.640625 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -100118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100128.882812 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -100128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100137.679688 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -100137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100140.812500 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -100140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100145.273438 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -100145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100146.781250 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -100146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100146.781250 Penalty: 2427.822998
	Iteration 13F: 3 clusters Score -100146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -40204.421875 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -40204.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38865.875000 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -38865.88 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39167.214844 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -39167.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39305.656250 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -39305.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -39385.152344 Penalty: 2200.133545
	Iteration 3F: 3 clusters Score -39385.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39445.925781 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -39445.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -39489.648438 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -39489.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39546.902344 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -39546.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39624.656250 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -39624.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39685.132812 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -39685.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39719.097656 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -39719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39733.621094 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -39733.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39752.699219 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -39752.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39771.441406 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -39771.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39776.074219 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -39776.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -39778.949219 Penalty: 2200.133545
	Iteration 14Q: 3 clusters Score -39778.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39779.347656 Penalty: 2200.133545
	Iteration 15Q: 3 clusters Score -39779.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39779.347656 Penalty: 2200.133545
	Iteration 16F: 3 clusters Score -39779.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -59555.781250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -59555.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58087.468750 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -58087.47 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58344.398438 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -58344.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58403.550781 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -58403.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -58435.878906 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -58435.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -58464.996094 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -58465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -58479.933594 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -58479.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -58486.261719 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -58486.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -58491.894531 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -58491.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58493.304688 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -58493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -58495.382812 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -58495.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -58497.593750 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -58497.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -58501.394531 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -58501.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -58503.898438 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -58503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58507.976562 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -58507.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -58510.425781 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -58510.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -58511.667969 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -58511.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58512.082031 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -58512.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58512.082031 Penalty: 2260.257568
	Iteration 17F: 3 clusters Score -58512.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Entering Unmasked Estep 
Score: -1395077.875000 Penalty: 1631.915039
	Iteration 0F: 2 clusters Score -1395078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1379510.250000 Penalty: 3263.830078
	Iteration 0F: 3 clusters Score -1379510 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1385538.375000 Penalty: 3263.830078
	Iteration 1F: 3 clusters Score -1385538 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1386097.125000 Penalty: 3263.830078
	Iteration 2F: 3 clusters Score -1386097 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1386678.375000 Penalty: 3263.830078
	Iteration 3F: 3 clusters Score -1386678 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1387303.375000 Penalty: 3263.830078
	Iteration 4F: 3 clusters Score -1387303 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1388033.000000 Penalty: 3263.830078
	Iteration 5F: 3 clusters Score -1388033 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1388975.875000 Penalty: 3263.830078
	Iteration 6F: 3 clusters Score -1388976 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1390020.625000 Penalty: 3263.830078
	Iteration 7F: 3 clusters Score -1390021 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1390983.000000 Penalty: 3263.830078
	Iteration 8Q: 3 clusters Score -1390983 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1391706.125000 Penalty: 3263.830078
	Iteration 9Q: 3 clusters Score -1391706 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1392230.375000 Penalty: 3263.830078
	Iteration 10Q: 3 clusters Score -1392230 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1392595.000000 Penalty: 3263.830078
	Iteration 11Q: 3 clusters Score -1392595 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1392856.375000 Penalty: 3263.830078
	Iteration 12Q: 3 clusters Score -1392856 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1393066.125000 Penalty: 3263.830078
	Iteration 13Q: 3 clusters Score -1393066 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1393234.750000 Penalty: 3263.830078
	Iteration 14Q: 3 clusters Score -1393235 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1393356.500000 Penalty: 3263.830078
	Iteration 15Q: 3 clusters Score -1393356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1393443.250000 Penalty: 3263.830078
	Iteration 16Q: 3 clusters Score -1393443 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1393508.000000 Penalty: 3263.830078
	Iteration 17Q: 3 clusters Score -1393508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1393556.000000 Penalty: 3263.830078
	Iteration 18Q: 3 clusters Score -1393556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1393595.375000 Penalty: 3263.830078
	Iteration 19Q: 3 clusters Score -1393595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1393622.375000 Penalty: 3263.830078
	Iteration 20F: 3 clusters Score -1393622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1393652.375000 Penalty: 3263.830078
	Iteration 21Q: 3 clusters Score -1393652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1393677.000000 Penalty: 3263.830078
	Iteration 22Q: 3 clusters Score -1393677 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1393691.250000 Penalty: 3263.830078
	Iteration 23Q: 3 clusters Score -1393691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1393711.500000 Penalty: 3263.830078
	Iteration 24Q: 3 clusters Score -1393712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1393731.750000 Penalty: 3263.830078
	Iteration 25Q: 3 clusters Score -1393732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1393748.125000 Penalty: 3263.830078
	Iteration 26Q: 3 clusters Score -1393748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1393762.375000 Penalty: 3263.830078
	Iteration 27Q: 3 clusters Score -1393762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1393773.250000 Penalty: 3263.830078
	Iteration 28Q: 3 clusters Score -1393773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1393777.375000 Penalty: 3263.830078
	Iteration 29Q: 3 clusters Score -1393777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1393786.875000 Penalty: 3263.830078
	Iteration 30Q: 3 clusters Score -1393787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1393800.875000 Penalty: 3263.830078
	Iteration 31Q: 3 clusters Score -1393801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1393807.500000 Penalty: 3263.830078
	Iteration 32Q: 3 clusters Score -1393808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1393811.500000 Penalty: 3263.830078
	Iteration 33Q: 3 clusters Score -1393812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1393818.375000 Penalty: 3263.830078
	Iteration 34Q: 3 clusters Score -1393818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1393818.500000 Penalty: 3263.830078
	Iteration 35Q: 3 clusters Score -1393818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1393821.750000 Penalty: 3263.830078
	Iteration 36Q: 3 clusters Score -1393822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1393824.000000 Penalty: 3263.830078
	Iteration 37Q: 3 clusters Score -1393824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1393826.375000 Penalty: 3263.830078
	Iteration 38Q: 3 clusters Score -1393826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1393829.000000 Penalty: 3263.830078
	Iteration 39Q: 3 clusters Score -1393829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1393829.125000 Penalty: 3263.830078
	Iteration 40F: 3 clusters Score -1393829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1393829.375000 Penalty: 3263.830078
	Iteration 41Q: 3 clusters Score -1393829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1393833.375000 Penalty: 3263.830078
	Iteration 42Q: 3 clusters Score -1393833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1393835.750000 Penalty: 3263.830078
	Iteration 43Q: 3 clusters Score -1393836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1393838.625000 Penalty: 3263.830078
	Iteration 44Q: 3 clusters Score -1393839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1393839.000000 Penalty: 3263.830078
	Iteration 45Q: 3 clusters Score -1393839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1393842.750000 Penalty: 3263.830078
	Iteration 46Q: 3 clusters Score -1393843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1393844.375000 Penalty: 3263.830078
	Iteration 47Q: 3 clusters Score -1393844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1393845.375000 Penalty: 3263.830078
	Iteration 48Q: 3 clusters Score -1393845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1393847.375000 Penalty: 3263.830078
	Iteration 49Q: 3 clusters Score -1393847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1393849.875000 Penalty: 3263.830078
	Iteration 50Q: 3 clusters Score -1393850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1393855.375000 Penalty: 3263.830078
	Iteration 51Q: 3 clusters Score -1393855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1393855.250000 Penalty: 3263.830078
	Iteration 52Q: 3 clusters Score -1393855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1393861.250000 Penalty: 3263.830078
	Iteration 53Q: 3 clusters Score -1393861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1393863.375000 Penalty: 3263.830078
	Iteration 54Q: 3 clusters Score -1393863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1393861.875000 Penalty: 3263.830078
	Iteration 55Q: 3 clusters Score -1393862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1393863.875000 Penalty: 3263.830078
	Iteration 56Q: 3 clusters Score -1393864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1393865.375000 Penalty: 3263.830078
	Iteration 57Q: 3 clusters Score -1393865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1393865.875000 Penalty: 3263.830078
	Iteration 58Q: 3 clusters Score -1393866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1393867.625000 Penalty: 3263.830078
	Iteration 59Q: 3 clusters Score -1393868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1393866.625000 Penalty: 3263.830078
	Iteration 60F: 3 clusters Score -1393867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1393868.750000 Penalty: 3263.830078
	Iteration 61Q: 3 clusters Score -1393869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1393869.375000 Penalty: 3263.830078
	Iteration 62Q: 3 clusters Score -1393869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1393869.375000 Penalty: 3263.830078
	Iteration 63F: 3 clusters Score -1393869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -181264.656250 Penalty: 1313.591064
	Iteration 0F: 2 clusters Score -181264.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -178379.890625 Penalty: 2627.182129
	Iteration 0F: 3 clusters Score -178379.9 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -179164.562500 Penalty: 2627.182129
	Iteration 1F: 3 clusters Score -179164.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -179374.265625 Penalty: 2627.182129
	Iteration 2F: 3 clusters Score -179374.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -179543.578125 Penalty: 2627.182129
	Iteration 3F: 3 clusters Score -179543.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -179702.671875 Penalty: 2627.182129
	Iteration 4Q: 3 clusters Score -179702.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -179898.312500 Penalty: 2627.182129
	Iteration 5F: 3 clusters Score -179898.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -180095.281250 Penalty: 2627.182129
	Iteration 6Q: 3 clusters Score -180095.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -180230.296875 Penalty: 2627.182129
	Iteration 7Q: 3 clusters Score -180230.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -180324.515625 Penalty: 2627.182129
	Iteration 8Q: 3 clusters Score -180324.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -180392.234375 Penalty: 2627.182129
	Iteration 9Q: 3 clusters Score -180392.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -180447.406250 Penalty: 2627.182129
	Iteration 10Q: 3 clusters Score -180447.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -180503.375000 Penalty: 2627.182129
	Iteration 11Q: 3 clusters Score -180503.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -180554.343750 Penalty: 2627.182129
	Iteration 12Q: 3 clusters Score -180554.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -180597.828125 Penalty: 2627.182129
	Iteration 13Q: 3 clusters Score -180597.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -180645.140625 Penalty: 2627.182129
	Iteration 14Q: 3 clusters Score -180645.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -180684.343750 Penalty: 2627.182129
	Iteration 15Q: 3 clusters Score -180684.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -180705.484375 Penalty: 2627.182129
	Iteration 16Q: 3 clusters Score -180705.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -180721.359375 Penalty: 2627.182129
	Iteration 17Q: 3 clusters Score -180721.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180733.718750 Penalty: 2627.182129
	Iteration 18Q: 3 clusters Score -180733.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -180744.921875 Penalty: 2627.182129
	Iteration 19Q: 3 clusters Score -180744.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -180757.265625 Penalty: 2627.182129
	Iteration 20F: 3 clusters Score -180757.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -180768.531250 Penalty: 2627.182129
	Iteration 21Q: 3 clusters Score -180768.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -180780.296875 Penalty: 2627.182129
	Iteration 22Q: 3 clusters Score -180780.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -180793.312500 Penalty: 2627.182129
	Iteration 23Q: 3 clusters Score -180793.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -180810.437500 Penalty: 2627.182129
	Iteration 24Q: 3 clusters Score -180810.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180828.359375 Penalty: 2627.182129
	Iteration 25Q: 3 clusters Score -180828.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -180851.718750 Penalty: 2627.182129
	Iteration 26Q: 3 clusters Score -180851.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -180875.531250 Penalty: 2627.182129
	Iteration 27Q: 3 clusters Score -180875.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -180903.953125 Penalty: 2627.182129
	Iteration 28Q: 3 clusters Score -180904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180937.031250 Penalty: 2627.182129
	Iteration 29Q: 3 clusters Score -180937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -180991.015625 Penalty: 2627.182129
	Iteration 30Q: 3 clusters Score -180991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -181111.921875 Penalty: 2627.182129
	Iteration 31Q: 3 clusters Score -181111.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -181223.421875 Penalty: 2627.182129
	Iteration 32Q: 3 clusters Score -181223.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -181245.312500 Penalty: 2627.182129
	Iteration 33Q: 3 clusters Score -181245.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -181256.875000 Penalty: 2627.182129
	Iteration 34Q: 3 clusters Score -181256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -181264.406250 Penalty: 2627.182129
	Iteration 35Q: 3 clusters Score -181264.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181270.781250 Penalty: 2627.182129
	Iteration 36Q: 3 clusters Score -181270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181272.921875 Penalty: 2627.182129
	Iteration 37Q: 3 clusters Score -181272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -181274.156250 Penalty: 2627.182129
	Iteration 38Q: 3 clusters Score -181274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181274.250000 Penalty: 2627.182129
	Iteration 39Q: 3 clusters Score -181274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181274.250000 Penalty: 2627.182129
	Iteration 40F: 3 clusters Score -181274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68474 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65890 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22984 members 
Mstep: Class 33 contains 2442 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 799 members 
Entering Unmasked Estep 
Score: -30940316.000000 Penalty: 94501.125000
Splitting cluster 33 changes total score from -30941118.000000 to -30940316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -213307.312500 Penalty: 1328.435059
	Iteration 0F: 2 clusters Score -213307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -210245.640625 Penalty: 2656.870117
	Iteration 0F: 3 clusters Score -210245.6 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -210992.609375 Penalty: 2656.870117
	Iteration 1F: 3 clusters Score -210992.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -211159.343750 Penalty: 2656.870117
	Iteration 2F: 3 clusters Score -211159.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -211285.812500 Penalty: 2656.870117
	Iteration 3Q: 3 clusters Score -211285.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -211389.906250 Penalty: 2656.870117
	Iteration 4Q: 3 clusters Score -211389.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -211469.562500 Penalty: 2656.870117
	Iteration 5Q: 3 clusters Score -211469.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -211567.843750 Penalty: 2656.870117
	Iteration 6Q: 3 clusters Score -211567.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -211686.171875 Penalty: 2656.870117
	Iteration 7Q: 3 clusters Score -211686.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -211787.671875 Penalty: 2656.870117
	Iteration 8Q: 3 clusters Score -211787.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -211895.578125 Penalty: 2656.870117
	Iteration 9Q: 3 clusters Score -211895.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -212009.656250 Penalty: 2656.870117
	Iteration 10Q: 3 clusters Score -212009.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -212114.515625 Penalty: 2656.870117
	Iteration 11Q: 3 clusters Score -212114.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -212186.843750 Penalty: 2656.870117
	Iteration 12Q: 3 clusters Score -212186.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -212250.328125 Penalty: 2656.870117
	Iteration 13Q: 3 clusters Score -212250.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -212314.421875 Penalty: 2656.870117
	Iteration 14Q: 3 clusters Score -212314.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -212366.265625 Penalty: 2656.870117
	Iteration 15Q: 3 clusters Score -212366.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -212407.281250 Penalty: 2656.870117
	Iteration 16Q: 3 clusters Score -212407.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -212431.468750 Penalty: 2656.870117
	Iteration 17Q: 3 clusters Score -212431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -212441.750000 Penalty: 2656.870117
	Iteration 18Q: 3 clusters Score -212441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -212445.812500 Penalty: 2656.870117
	Iteration 19Q: 3 clusters Score -212445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -212451.875000 Penalty: 2656.870117
	Iteration 20F: 3 clusters Score -212451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -212457.343750 Penalty: 2656.870117
	Iteration 21Q: 3 clusters Score -212457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -212459.890625 Penalty: 2656.870117
	Iteration 22Q: 3 clusters Score -212459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -212460.609375 Penalty: 2656.870117
	Iteration 23Q: 3 clusters Score -212460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -212460.609375 Penalty: 2656.870117
	Iteration 24F: 3 clusters Score -212460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (76147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Entering Unmasked Estep 
Score: -4616975.500000 Penalty: 1826.568481
	Iteration 0F: 2 clusters Score -4616976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4566163.000000 Penalty: 3653.136963
	Iteration 0F: 3 clusters Score -4566163 nChanged 35993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4587235.000000 Penalty: 3653.136963
	Iteration 1F: 3 clusters Score -4587235 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -4588371.500000 Penalty: 3653.136963
	Iteration 2Q: 3 clusters Score -4588372 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -4590019.500000 Penalty: 3653.136963
	Iteration 3F: 3 clusters Score -4590020 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4592501.500000 Penalty: 3653.136963
	Iteration 4F: 3 clusters Score -4592502 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -4595861.500000 Penalty: 3653.136963
	Iteration 5F: 3 clusters Score -4595862 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -4599679.500000 Penalty: 3653.136963
	Iteration 6F: 3 clusters Score -4599680 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -4603025.500000 Penalty: 3653.136963
	Iteration 7F: 3 clusters Score -4603026 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -4605736.000000 Penalty: 3653.136963
	Iteration 8F: 3 clusters Score -4605736 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -4607915.500000 Penalty: 3653.136963
	Iteration 9Q: 3 clusters Score -4607916 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -4609652.500000 Penalty: 3653.136963
	Iteration 10Q: 3 clusters Score -4609652 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -4611240.000000 Penalty: 3653.136963
	Iteration 11Q: 3 clusters Score -4611240 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -4612590.000000 Penalty: 3653.136963
	Iteration 12Q: 3 clusters Score -4612590 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -4613777.000000 Penalty: 3653.136963
	Iteration 13Q: 3 clusters Score -4613777 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -4614504.000000 Penalty: 3653.136963
	Iteration 14Q: 3 clusters Score -4614504 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -4614924.500000 Penalty: 3653.136963
	Iteration 15Q: 3 clusters Score -4614924 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -4615153.500000 Penalty: 3653.136963
	Iteration 16Q: 3 clusters Score -4615154 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -4615260.500000 Penalty: 3653.136963
	Iteration 17Q: 3 clusters Score -4615260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -4615336.500000 Penalty: 3653.136963
	Iteration 18Q: 3 clusters Score -4615336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -4615382.500000 Penalty: 3653.136963
	Iteration 19Q: 3 clusters Score -4615382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -4615439.000000 Penalty: 3653.136963
	Iteration 20F: 3 clusters Score -4615439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -4615484.500000 Penalty: 3653.136963
	Iteration 21Q: 3 clusters Score -4615484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -4615508.000000 Penalty: 3653.136963
	Iteration 22Q: 3 clusters Score -4615508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -4615523.500000 Penalty: 3653.136963
	Iteration 23Q: 3 clusters Score -4615524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -4615532.500000 Penalty: 3653.136963
	Iteration 24Q: 3 clusters Score -4615532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -4615544.500000 Penalty: 3653.136963
	Iteration 25Q: 3 clusters Score -4615544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -4615555.000000 Penalty: 3653.136963
	Iteration 26Q: 3 clusters Score -4615555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -4615568.000000 Penalty: 3653.136963
	Iteration 27Q: 3 clusters Score -4615568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -4615569.000000 Penalty: 3653.136963
	Iteration 28Q: 3 clusters Score -4615569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -4615581.500000 Penalty: 3653.136963
	Iteration 29Q: 3 clusters Score -4615582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -4615588.500000 Penalty: 3653.136963
	Iteration 30Q: 3 clusters Score -4615588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -4615595.000000 Penalty: 3653.136963
	Iteration 31Q: 3 clusters Score -4615595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -4615604.500000 Penalty: 3653.136963
	Iteration 32Q: 3 clusters Score -4615604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -4615606.500000 Penalty: 3653.136963
	Iteration 33Q: 3 clusters Score -4615606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -4615608.000000 Penalty: 3653.136963
	Iteration 34Q: 3 clusters Score -4615608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -4615610.500000 Penalty: 3653.136963
	Iteration 35Q: 3 clusters Score -4615610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -4615612.000000 Penalty: 3653.136963
	Iteration 36Q: 3 clusters Score -4615612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -4615609.500000 Penalty: 3653.136963
	Iteration 37Q: 3 clusters Score -4615610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -4615607.000000 Penalty: 3653.136963
	Iteration 38Q: 3 clusters Score -4615607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -4615607.000000 Penalty: 3653.136963
	Iteration 39Q: 3 clusters Score -4615607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -4615606.000000 Penalty: 3653.136963
	Iteration 40F: 3 clusters Score -4615606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -4615607.500000 Penalty: 3653.136963
	Iteration 41Q: 3 clusters Score -4615608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -4615607.500000 Penalty: 3653.136963
	Iteration 42F: 3 clusters Score -4615608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -89923.804688 Penalty: 1213.447754
	Iteration 0F: 2 clusters Score -89923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -88009.570312 Penalty: 2426.895508
	Iteration 0F: 3 clusters Score -88009.57 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -88454.750000 Penalty: 2426.895508
	Iteration 1F: 3 clusters Score -88454.75 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -88578.687500 Penalty: 2426.895508
	Iteration 2F: 3 clusters Score -88578.69 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -88712.906250 Penalty: 2426.895508
	Iteration 3F: 3 clusters Score -88712.91 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -88907.992188 Penalty: 2426.895508
	Iteration 4F: 3 clusters Score -88907.99 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -89104.078125 Penalty: 2426.895508
	Iteration 5F: 3 clusters Score -89104.08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -89318.992188 Penalty: 2426.895508
	Iteration 6F: 3 clusters Score -89318.99 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -89437.703125 Penalty: 2426.895508
	Iteration 7F: 3 clusters Score -89437.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -89476.601562 Penalty: 2426.895508
	Iteration 8Q: 3 clusters Score -89476.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -89498.859375 Penalty: 2426.895508
	Iteration 9Q: 3 clusters Score -89498.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -89508.085938 Penalty: 2426.895508
	Iteration 10Q: 3 clusters Score -89508.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -89517.273438 Penalty: 2426.895508
	Iteration 11Q: 3 clusters Score -89517.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -89520.273438 Penalty: 2426.895508
	Iteration 12Q: 3 clusters Score -89520.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -89522.320312 Penalty: 2426.895508
	Iteration 13Q: 3 clusters Score -89522.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -89522.320312 Penalty: 2426.895508
	Iteration 14F: 3 clusters Score -89522.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (48528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Entering Unmasked Estep 
Score: -2951066.000000 Penalty: 1753.358154
	Iteration 0F: 2 clusters Score -2951066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2918402.250000 Penalty: 3506.716309
	Iteration 0F: 3 clusters Score -2918402 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2931690.500000 Penalty: 3506.716309
	Iteration 1F: 3 clusters Score -2931690 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2932321.750000 Penalty: 3506.716309
	Iteration 2Q: 3 clusters Score -2932322 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2933083.250000 Penalty: 3506.716309
	Iteration 3Q: 3 clusters Score -2933083 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2934155.750000 Penalty: 3506.716309
	Iteration 4Q: 3 clusters Score -2934156 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2935446.000000 Penalty: 3506.716309
	Iteration 5F: 3 clusters Score -2935446 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2936952.500000 Penalty: 3506.716309
	Iteration 6F: 3 clusters Score -2936952 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2938457.250000 Penalty: 3506.716309
	Iteration 7F: 3 clusters Score -2938457 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2939925.500000 Penalty: 3506.716309
	Iteration 8F: 3 clusters Score -2939926 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2941354.000000 Penalty: 3506.716309
	Iteration 9F: 3 clusters Score -2941354 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2942656.500000 Penalty: 3506.716309
	Iteration 10Q: 3 clusters Score -2942656 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2943855.500000 Penalty: 3506.716309
	Iteration 11Q: 3 clusters Score -2943856 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2944878.000000 Penalty: 3506.716309
	Iteration 12Q: 3 clusters Score -2944878 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2945858.750000 Penalty: 3506.716309
	Iteration 13Q: 3 clusters Score -2945859 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2946753.250000 Penalty: 3506.716309
	Iteration 14Q: 3 clusters Score -2946753 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2947519.750000 Penalty: 3506.716309
	Iteration 15Q: 3 clusters Score -2947520 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2948123.500000 Penalty: 3506.716309
	Iteration 16Q: 3 clusters Score -2948124 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2948542.500000 Penalty: 3506.716309
	Iteration 17Q: 3 clusters Score -2948542 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2948877.500000 Penalty: 3506.716309
	Iteration 18Q: 3 clusters Score -2948878 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2949081.500000 Penalty: 3506.716309
	Iteration 19Q: 3 clusters Score -2949082 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2949218.000000 Penalty: 3506.716309
	Iteration 20F: 3 clusters Score -2949218 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2949341.750000 Penalty: 3506.716309
	Iteration 21Q: 3 clusters Score -2949342 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2949424.250000 Penalty: 3506.716309
	Iteration 22Q: 3 clusters Score -2949424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2949483.250000 Penalty: 3506.716309
	Iteration 23Q: 3 clusters Score -2949483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2949540.500000 Penalty: 3506.716309
	Iteration 24Q: 3 clusters Score -2949540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2949575.000000 Penalty: 3506.716309
	Iteration 25Q: 3 clusters Score -2949575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2949596.750000 Penalty: 3506.716309
	Iteration 26Q: 3 clusters Score -2949597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2949612.750000 Penalty: 3506.716309
	Iteration 27Q: 3 clusters Score -2949613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2949632.000000 Penalty: 3506.716309
	Iteration 28Q: 3 clusters Score -2949632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2949651.250000 Penalty: 3506.716309
	Iteration 29Q: 3 clusters Score -2949651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2949655.000000 Penalty: 3506.716309
	Iteration 30Q: 3 clusters Score -2949655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2949670.750000 Penalty: 3506.716309
	Iteration 31Q: 3 clusters Score -2949671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2949671.500000 Penalty: 3506.716309
	Iteration 32Q: 3 clusters Score -2949672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2949677.500000 Penalty: 3506.716309
	Iteration 33Q: 3 clusters Score -2949678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2949682.250000 Penalty: 3506.716309
	Iteration 34Q: 3 clusters Score -2949682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2949679.000000 Penalty: 3506.716309
	Iteration 35Q: 3 clusters Score -2949679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2949678.750000 Penalty: 3506.716309
	Iteration 36Q: 3 clusters Score -2949679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2949680.250000 Penalty: 3506.716309
	Iteration 37Q: 3 clusters Score -2949680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2949680.250000 Penalty: 3506.716309
	Iteration 38F: 3 clusters Score -2949680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -75915.171875 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -75915.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -74241.812500 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -74241.81 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74589.976562 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -74589.98 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -74675.617188 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -74675.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -74720.781250 Penalty: 2345.430664
	Iteration 3Q: 3 clusters Score -74720.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74756.531250 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -74756.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -74779.484375 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -74779.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -74801.351562 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -74801.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74826.234375 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -74826.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74854.875000 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -74854.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -74884.421875 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -74884.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -74906.609375 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -74906.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74935.578125 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -74935.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74953.609375 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -74953.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -74973.664062 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -74973.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74993.273438 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -74993.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75008.664062 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -75008.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -75025.453125 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -75025.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -75036.585938 Penalty: 2345.430664
	Iteration 17Q: 3 clusters Score -75036.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75051.742188 Penalty: 2345.430664
	Iteration 18Q: 3 clusters Score -75051.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75058.546875 Penalty: 2345.430664
	Iteration 19Q: 3 clusters Score -75058.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75064.257812 Penalty: 2345.430664
	Iteration 20F: 3 clusters Score -75064.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -75068.578125 Penalty: 2345.430664
	Iteration 21Q: 3 clusters Score -75068.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75075.757812 Penalty: 2345.430664
	Iteration 22Q: 3 clusters Score -75075.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75077.343750 Penalty: 2345.430664
	Iteration 23Q: 3 clusters Score -75077.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75077.945312 Penalty: 2345.430664
	Iteration 24Q: 3 clusters Score -75077.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75078.515625 Penalty: 2345.430664
	Iteration 25Q: 3 clusters Score -75078.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75080.546875 Penalty: 2345.430664
	Iteration 26Q: 3 clusters Score -75080.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75080.757812 Penalty: 2345.430664
	Iteration 27Q: 3 clusters Score -75080.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75080.757812 Penalty: 2345.430664
	Iteration 28F: 3 clusters Score -75080.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -54541.976562 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -54541.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -52956.214844 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -52956.21 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -53335.953125 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -53335.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -53470.414062 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -53470.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -53631.671875 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -53631.67 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -53792.421875 Penalty: 2326.769775
	Iteration 4F: 3 clusters Score -53792.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -53877.359375 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -53877.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -53925.347656 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -53925.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -53967.742188 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -53967.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -54004.585938 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -54004.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -54042.261719 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -54042.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -54072.613281 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -54072.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54094.101562 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -54094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54104.960938 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -54104.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -54122.597656 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -54122.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54145.929688 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -54145.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -54162.308594 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -54162.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -54181.777344 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -54181.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54209.562500 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -54209.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54242.292969 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -54242.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -54262.148438 Penalty: 2326.769775
	Iteration 19Q: 3 clusters Score -54262.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54269.878906 Penalty: 2326.769775
	Iteration 20F: 3 clusters Score -54269.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54274.910156 Penalty: 2326.769775
	Iteration 21Q: 3 clusters Score -54274.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54278.968750 Penalty: 2326.769775
	Iteration 22Q: 3 clusters Score -54278.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54280.792969 Penalty: 2326.769775
	Iteration 23Q: 3 clusters Score -54280.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54280.792969 Penalty: 2326.769775
	Iteration 24F: 3 clusters Score -54280.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -214085.453125 Penalty: 1331.562256
	Iteration 0F: 2 clusters Score -214085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -210948.921875 Penalty: 2663.124512
	Iteration 0F: 3 clusters Score -210948.9 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -211796.718750 Penalty: 2663.124512
	Iteration 1F: 3 clusters Score -211796.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -212051.546875 Penalty: 2663.124512
	Iteration 2F: 3 clusters Score -212051.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -212324.140625 Penalty: 2663.124512
	Iteration 3F: 3 clusters Score -212324.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -212544.484375 Penalty: 2663.124512
	Iteration 4F: 3 clusters Score -212544.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -212710.531250 Penalty: 2663.124512
	Iteration 5F: 3 clusters Score -212710.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -212840.281250 Penalty: 2663.124512
	Iteration 6F: 3 clusters Score -212840.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -212953.687500 Penalty: 2663.124512
	Iteration 7Q: 3 clusters Score -212953.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -213048.953125 Penalty: 2663.124512
	Iteration 8Q: 3 clusters Score -213049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213140.671875 Penalty: 2663.124512
	Iteration 9Q: 3 clusters Score -213140.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213206.062500 Penalty: 2663.124512
	Iteration 10Q: 3 clusters Score -213206.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -213254.812500 Penalty: 2663.124512
	Iteration 11Q: 3 clusters Score -213254.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -213290.437500 Penalty: 2663.124512
	Iteration 12Q: 3 clusters Score -213290.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213318.046875 Penalty: 2663.124512
	Iteration 13Q: 3 clusters Score -213318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -213341.265625 Penalty: 2663.124512
	Iteration 14Q: 3 clusters Score -213341.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213359.687500 Penalty: 2663.124512
	Iteration 15Q: 3 clusters Score -213359.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -213378.281250 Penalty: 2663.124512
	Iteration 16Q: 3 clusters Score -213378.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -213399.953125 Penalty: 2663.124512
	Iteration 17Q: 3 clusters Score -213400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -213421.484375 Penalty: 2663.124512
	Iteration 18Q: 3 clusters Score -213421.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213437.125000 Penalty: 2663.124512
	Iteration 19Q: 3 clusters Score -213437.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -213452.125000 Penalty: 2663.124512
	Iteration 20F: 3 clusters Score -213452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213465.625000 Penalty: 2663.124512
	Iteration 21Q: 3 clusters Score -213465.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -213479.078125 Penalty: 2663.124512
	Iteration 22Q: 3 clusters Score -213479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -213485.609375 Penalty: 2663.124512
	Iteration 23Q: 3 clusters Score -213485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213491.703125 Penalty: 2663.124512
	Iteration 24Q: 3 clusters Score -213491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -213494.468750 Penalty: 2663.124512
	Iteration 25Q: 3 clusters Score -213494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -213499.421875 Penalty: 2663.124512
	Iteration 26Q: 3 clusters Score -213499.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -213503.968750 Penalty: 2663.124512
	Iteration 27Q: 3 clusters Score -213504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -213509.218750 Penalty: 2663.124512
	Iteration 28Q: 3 clusters Score -213509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -213512.531250 Penalty: 2663.124512
	Iteration 29Q: 3 clusters Score -213512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -213515.187500 Penalty: 2663.124512
	Iteration 30Q: 3 clusters Score -213515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -213516.953125 Penalty: 2663.124512
	Iteration 31Q: 3 clusters Score -213517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -213518.156250 Penalty: 2663.124512
	Iteration 32Q: 3 clusters Score -213518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -213519.328125 Penalty: 2663.124512
	Iteration 33Q: 3 clusters Score -213519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -213520.625000 Penalty: 2663.124512
	Iteration 34Q: 3 clusters Score -213520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -213523.718750 Penalty: 2663.124512
	Iteration 35Q: 3 clusters Score -213523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -213524.953125 Penalty: 2663.124512
	Iteration 36Q: 3 clusters Score -213525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -213525.593750 Penalty: 2663.124512
	Iteration 37Q: 3 clusters Score -213525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -213528.718750 Penalty: 2663.124512
	Iteration 38Q: 3 clusters Score -213528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -213532.656250 Penalty: 2663.124512
	Iteration 39Q: 3 clusters Score -213532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -213534.765625 Penalty: 2663.124512
	Iteration 40F: 3 clusters Score -213534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -213535.984375 Penalty: 2663.124512
	Iteration 41Q: 3 clusters Score -213536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -213539.421875 Penalty: 2663.124512
	Iteration 42Q: 3 clusters Score -213539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -213542.703125 Penalty: 2663.124512
	Iteration 43Q: 3 clusters Score -213542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213543.000000 Penalty: 2663.124512
	Iteration 44Q: 3 clusters Score -213543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -213543.015625 Penalty: 2663.124512
	Iteration 45Q: 3 clusters Score -213543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -213543.015625 Penalty: 2663.124512
	Iteration 46F: 3 clusters Score -213543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -116566.367188 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -116566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -114441.679688 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -114441.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -114935.570312 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -114935.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -115093.070312 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -115093.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -115180.648438 Penalty: 2475.612061
	Iteration 3F: 3 clusters Score -115180.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -115236.007812 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -115236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -115269.468750 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -115269.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -115295.062500 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -115295.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -115325.921875 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -115325.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -115347.875000 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -115347.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -115368.437500 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -115368.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -115389.687500 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -115389.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -115407.187500 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -115407.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -115426.085938 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -115426.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -115438.085938 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -115438.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -115448.460938 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -115448.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115463.156250 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -115463.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -115471.679688 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -115471.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -115483.656250 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -115483.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -115490.984375 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -115491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -115497.187500 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -115497.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115507.171875 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -115507.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -115519.914062 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -115519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -115535.414062 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -115535.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115546.593750 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -115546.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115557.250000 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -115557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115570.929688 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -115570.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -115590.203125 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -115590.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -115620.953125 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -115621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -115647.773438 Penalty: 2475.612061
	Iteration 28Q: 3 clusters Score -115647.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115677.593750 Penalty: 2475.612061
	Iteration 29Q: 3 clusters Score -115677.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115698.335938 Penalty: 2475.612061
	Iteration 30Q: 3 clusters Score -115698.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -115717.882812 Penalty: 2475.612061
	Iteration 31Q: 3 clusters Score -115717.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115733.320312 Penalty: 2475.612061
	Iteration 32Q: 3 clusters Score -115733.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115746.328125 Penalty: 2475.612061
	Iteration 33Q: 3 clusters Score -115746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115758.617188 Penalty: 2475.612061
	Iteration 34Q: 3 clusters Score -115758.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115778.015625 Penalty: 2475.612061
	Iteration 35Q: 3 clusters Score -115778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -115795.328125 Penalty: 2475.612061
	Iteration 36Q: 3 clusters Score -115795.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -115816.734375 Penalty: 2475.612061
	Iteration 37Q: 3 clusters Score -115816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115834.906250 Penalty: 2475.612061
	Iteration 38Q: 3 clusters Score -115834.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115863.882812 Penalty: 2475.612061
	Iteration 39Q: 3 clusters Score -115863.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115874.734375 Penalty: 2475.612061
	Iteration 40F: 3 clusters Score -115874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115879.468750 Penalty: 2475.612061
	Iteration 41Q: 3 clusters Score -115879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115881.648438 Penalty: 2475.612061
	Iteration 42Q: 3 clusters Score -115881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115889.601562 Penalty: 2475.612061
	Iteration 43Q: 3 clusters Score -115889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115892.484375 Penalty: 2475.612061
	Iteration 44Q: 3 clusters Score -115892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115896.289062 Penalty: 2475.612061
	Iteration 45Q: 3 clusters Score -115896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115900.156250 Penalty: 2475.612061
	Iteration 46Q: 3 clusters Score -115900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115901.117188 Penalty: 2475.612061
	Iteration 47Q: 3 clusters Score -115901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115902.656250 Penalty: 2475.612061
	Iteration 48Q: 3 clusters Score -115902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -115904.921875 Penalty: 2475.612061
	Iteration 49Q: 3 clusters Score -115904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115905.976562 Penalty: 2475.612061
	Iteration 50Q: 3 clusters Score -115906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115906.828125 Penalty: 2475.612061
	Iteration 51Q: 3 clusters Score -115906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115906.828125 Penalty: 2475.612061
	Iteration 52F: 3 clusters Score -115906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -295531.437500 Penalty: 1385.370972
	Iteration 0F: 2 clusters Score -295531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -291503.125000 Penalty: 2770.741943
	Iteration 0F: 3 clusters Score -291503.1 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -292644.781250 Penalty: 2770.741943
	Iteration 1F: 3 clusters Score -292644.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -292844.468750 Penalty: 2770.741943
	Iteration 2F: 3 clusters Score -292844.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -293008.937500 Penalty: 2770.741943
	Iteration 3F: 3 clusters Score -293008.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -293151.531250 Penalty: 2770.741943
	Iteration 4Q: 3 clusters Score -293151.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -293273.656250 Penalty: 2770.741943
	Iteration 5Q: 3 clusters Score -293273.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -293394.062500 Penalty: 2770.741943
	Iteration 6Q: 3 clusters Score -293394.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -293541.093750 Penalty: 2770.741943
	Iteration 7Q: 3 clusters Score -293541.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -293699.750000 Penalty: 2770.741943
	Iteration 8Q: 3 clusters Score -293699.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -293851.812500 Penalty: 2770.741943
	Iteration 9Q: 3 clusters Score -293851.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -293963.968750 Penalty: 2770.741943
	Iteration 10Q: 3 clusters Score -293964 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -294049.937500 Penalty: 2770.741943
	Iteration 11Q: 3 clusters Score -294049.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -294117.937500 Penalty: 2770.741943
	Iteration 12Q: 3 clusters Score -294117.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -294174.250000 Penalty: 2770.741943
	Iteration 13Q: 3 clusters Score -294174.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -294229.937500 Penalty: 2770.741943
	Iteration 14Q: 3 clusters Score -294229.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -294263.593750 Penalty: 2770.741943
	Iteration 15Q: 3 clusters Score -294263.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -294298.281250 Penalty: 2770.741943
	Iteration 16Q: 3 clusters Score -294298.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -294340.000000 Penalty: 2770.741943
	Iteration 17Q: 3 clusters Score -294340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -294385.000000 Penalty: 2770.741943
	Iteration 18Q: 3 clusters Score -294385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -294443.250000 Penalty: 2770.741943
	Iteration 19Q: 3 clusters Score -294443.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294509.343750 Penalty: 2770.741943
	Iteration 20F: 3 clusters Score -294509.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -294589.156250 Penalty: 2770.741943
	Iteration 21Q: 3 clusters Score -294589.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294672.031250 Penalty: 2770.741943
	Iteration 22Q: 3 clusters Score -294672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -294722.500000 Penalty: 2770.741943
	Iteration 23Q: 3 clusters Score -294722.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -294762.531250 Penalty: 2770.741943
	Iteration 24Q: 3 clusters Score -294762.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -294783.062500 Penalty: 2770.741943
	Iteration 25Q: 3 clusters Score -294783.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294795.875000 Penalty: 2770.741943
	Iteration 26Q: 3 clusters Score -294795.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294803.812500 Penalty: 2770.741943
	Iteration 27Q: 3 clusters Score -294803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -294808.531250 Penalty: 2770.741943
	Iteration 28Q: 3 clusters Score -294808.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -294810.843750 Penalty: 2770.741943
	Iteration 29Q: 3 clusters Score -294810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294813.156250 Penalty: 2770.741943
	Iteration 30Q: 3 clusters Score -294813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -294815.843750 Penalty: 2770.741943
	Iteration 31Q: 3 clusters Score -294815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -294818.156250 Penalty: 2770.741943
	Iteration 32Q: 3 clusters Score -294818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -294820.625000 Penalty: 2770.741943
	Iteration 33Q: 3 clusters Score -294820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -294820.750000 Penalty: 2770.741943
	Iteration 34Q: 3 clusters Score -294820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -294822.562500 Penalty: 2770.741943
	Iteration 35Q: 3 clusters Score -294822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -294823.375000 Penalty: 2770.741943
	Iteration 36Q: 3 clusters Score -294823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -294823.531250 Penalty: 2770.741943
	Iteration 37Q: 3 clusters Score -294823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -294823.000000 Penalty: 2770.741943
	Iteration 38Q: 3 clusters Score -294823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -294823.687500 Penalty: 2770.741943
	Iteration 39Q: 3 clusters Score -294823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -294823.687500 Penalty: 2770.741943
	Iteration 40F: 3 clusters Score -294823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -67131.664062 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -67131.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65509.871094 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -65509.87 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65803.523438 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -65803.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -65907.757812 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -65907.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -65978.531250 Penalty: 2310.179199
	Iteration 3F: 3 clusters Score -65978.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66049.773438 Penalty: 2310.179199
	Iteration 4Q: 3 clusters Score -66049.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -66097.273438 Penalty: 2310.179199
	Iteration 5Q: 3 clusters Score -66097.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -66141.070312 Penalty: 2310.179199
	Iteration 6Q: 3 clusters Score -66141.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66182.320312 Penalty: 2310.179199
	Iteration 7Q: 3 clusters Score -66182.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66236.960938 Penalty: 2310.179199
	Iteration 8Q: 3 clusters Score -66236.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66299.906250 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -66299.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66358.593750 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -66358.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -66397.929688 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -66397.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -66419.984375 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -66419.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -66439.703125 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -66439.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -66458.734375 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -66458.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66472.625000 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -66472.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66482.570312 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -66482.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66490.820312 Penalty: 2310.179199
	Iteration 17Q: 3 clusters Score -66490.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66496.484375 Penalty: 2310.179199
	Iteration 18Q: 3 clusters Score -66496.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66498.382812 Penalty: 2310.179199
	Iteration 19Q: 3 clusters Score -66498.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66500.031250 Penalty: 2310.179199
	Iteration 20F: 3 clusters Score -66500.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -66501.343750 Penalty: 2310.179199
	Iteration 21Q: 3 clusters Score -66501.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66501.796875 Penalty: 2310.179199
	Iteration 22Q: 3 clusters Score -66501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66501.796875 Penalty: 2310.179199
	Iteration 23F: 3 clusters Score -66501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68474 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65890 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22984 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48528 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941112.000000 Penalty: 92353.375000
Iteration 159Q: 44 clusters Score -3.094111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68470 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9333 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20676 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22988 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76147 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48527 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941092.000000 Penalty: 92353.375000
Iteration 160F: 44 clusters Score -3.094109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68468 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20676 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22991 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941066.000000 Penalty: 92353.375000
Iteration 161Q: 44 clusters Score -3.094107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68465 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24165 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20676 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22994 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941088.000000 Penalty: 92353.375000
Iteration 162Q: 44 clusters Score -3.094109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68462 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22997 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941086.000000 Penalty: 92353.375000
Iteration 163Q: 44 clusters Score -3.094109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68461 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22998 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941088.000000 Penalty: 92353.375000
Iteration 164Q: 44 clusters Score -3.094109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68460 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 22999 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941084.000000 Penalty: 92353.375000
Iteration 165Q: 44 clusters Score -3.094108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68460 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23000 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941090.000000 Penalty: 92353.375000
Iteration 166Q: 44 clusters Score -3.094109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68459 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23001 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941090.000000 Penalty: 92353.375000
Iteration 167Q: 44 clusters Score -3.094109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68459 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23001 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941090.000000 Penalty: 92353.375000
Iteration 168F: 44 clusters Score -3.094109e+07 nChanged 0
Entering ConstructFrom: 
Score: -30941090.000000 Penalty: 92353.375000
Entering ConstructFrom: 
Trying to split cluster 1 (81296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Entering Unmasked Estep 
Score: -4817727.000000 Penalty: 1837.200928
	Iteration 0F: 2 clusters Score -4817727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4763504.500000 Penalty: 3674.401855
	Iteration 0F: 3 clusters Score -4763504 nChanged 38707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4785827.500000 Penalty: 3674.401855
	Iteration 1F: 3 clusters Score -4785828 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4786823.000000 Penalty: 3674.401855
	Iteration 2Q: 3 clusters Score -4786823 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4788425.500000 Penalty: 3674.401855
	Iteration 3Q: 3 clusters Score -4788426 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4791122.000000 Penalty: 3674.401855
	Iteration 4F: 3 clusters Score -4791122 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4795330.500000 Penalty: 3674.401855
	Iteration 5F: 3 clusters Score -4795330 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4800477.000000 Penalty: 3674.401855
	Iteration 6F: 3 clusters Score -4800477 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4805069.000000 Penalty: 3674.401855
	Iteration 7F: 3 clusters Score -4805069 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4808237.500000 Penalty: 3674.401855
	Iteration 8Q: 3 clusters Score -4808238 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4810320.500000 Penalty: 3674.401855
	Iteration 9Q: 3 clusters Score -4810320 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4811556.500000 Penalty: 3674.401855
	Iteration 10Q: 3 clusters Score -4811556 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4812453.500000 Penalty: 3674.401855
	Iteration 11Q: 3 clusters Score -4812454 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4813054.500000 Penalty: 3674.401855
	Iteration 12Q: 3 clusters Score -4813054 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4813510.500000 Penalty: 3674.401855
	Iteration 13Q: 3 clusters Score -4813510 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4813882.000000 Penalty: 3674.401855
	Iteration 14Q: 3 clusters Score -4813882 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4814158.000000 Penalty: 3674.401855
	Iteration 15Q: 3 clusters Score -4814158 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4814421.500000 Penalty: 3674.401855
	Iteration 16Q: 3 clusters Score -4814422 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4814630.000000 Penalty: 3674.401855
	Iteration 17Q: 3 clusters Score -4814630 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4814847.500000 Penalty: 3674.401855
	Iteration 18Q: 3 clusters Score -4814848 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4815018.000000 Penalty: 3674.401855
	Iteration 19Q: 3 clusters Score -4815018 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4815172.000000 Penalty: 3674.401855
	Iteration 20F: 3 clusters Score -4815172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4815297.500000 Penalty: 3674.401855
	Iteration 21Q: 3 clusters Score -4815298 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4815437.000000 Penalty: 3674.401855
	Iteration 22Q: 3 clusters Score -4815437 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4815543.000000 Penalty: 3674.401855
	Iteration 23Q: 3 clusters Score -4815543 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4815627.000000 Penalty: 3674.401855
	Iteration 24Q: 3 clusters Score -4815627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4815713.500000 Penalty: 3674.401855
	Iteration 25Q: 3 clusters Score -4815714 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4815795.000000 Penalty: 3674.401855
	Iteration 26Q: 3 clusters Score -4815795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4815834.500000 Penalty: 3674.401855
	Iteration 27Q: 3 clusters Score -4815834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4815867.500000 Penalty: 3674.401855
	Iteration 28Q: 3 clusters Score -4815868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4815902.500000 Penalty: 3674.401855
	Iteration 29Q: 3 clusters Score -4815902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4815919.500000 Penalty: 3674.401855
	Iteration 30Q: 3 clusters Score -4815920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4815950.500000 Penalty: 3674.401855
	Iteration 31Q: 3 clusters Score -4815950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4815973.500000 Penalty: 3674.401855
	Iteration 32Q: 3 clusters Score -4815974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4815988.500000 Penalty: 3674.401855
	Iteration 33Q: 3 clusters Score -4815988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4815994.500000 Penalty: 3674.401855
	Iteration 34Q: 3 clusters Score -4815994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4816018.500000 Penalty: 3674.401855
	Iteration 35Q: 3 clusters Score -4816018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4816029.000000 Penalty: 3674.401855
	Iteration 36Q: 3 clusters Score -4816029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4816040.500000 Penalty: 3674.401855
	Iteration 37Q: 3 clusters Score -4816040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4816051.500000 Penalty: 3674.401855
	Iteration 38Q: 3 clusters Score -4816052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4816059.000000 Penalty: 3674.401855
	Iteration 39Q: 3 clusters Score -4816059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4816067.000000 Penalty: 3674.401855
	Iteration 40F: 3 clusters Score -4816067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4816083.500000 Penalty: 3674.401855
	Iteration 41Q: 3 clusters Score -4816084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4816100.500000 Penalty: 3674.401855
	Iteration 42Q: 3 clusters Score -4816100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4816112.000000 Penalty: 3674.401855
	Iteration 43Q: 3 clusters Score -4816112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4816119.000000 Penalty: 3674.401855
	Iteration 44Q: 3 clusters Score -4816119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4816124.000000 Penalty: 3674.401855
	Iteration 45Q: 3 clusters Score -4816124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4816135.500000 Penalty: 3674.401855
	Iteration 46Q: 3 clusters Score -4816136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4816130.000000 Penalty: 3674.401855
	Iteration 47Q: 3 clusters Score -4816130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4816125.500000 Penalty: 3674.401855
	Iteration 48Q: 3 clusters Score -4816126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4816126.500000 Penalty: 3674.401855
	Iteration 49Q: 3 clusters Score -4816126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4816126.500000 Penalty: 3674.401855
	Iteration 50F: 3 clusters Score -4816126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Entering Unmasked Estep 
Score: -1068454.750000 Penalty: 1590.206421
	Iteration 0F: 2 clusters Score -1068455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1056158.750000 Penalty: 3180.412842
	Iteration 0F: 3 clusters Score -1056159 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1060730.625000 Penalty: 3180.412842
	Iteration 1F: 3 clusters Score -1060731 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1061254.000000 Penalty: 3180.412842
	Iteration 2F: 3 clusters Score -1061254 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1061769.500000 Penalty: 3180.412842
	Iteration 3F: 3 clusters Score -1061770 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1062238.250000 Penalty: 3180.412842
	Iteration 4F: 3 clusters Score -1062238 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1062679.250000 Penalty: 3180.412842
	Iteration 5Q: 3 clusters Score -1062679 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1063100.500000 Penalty: 3180.412842
	Iteration 6Q: 3 clusters Score -1063100 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1063515.000000 Penalty: 3180.412842
	Iteration 7Q: 3 clusters Score -1063515 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1063928.125000 Penalty: 3180.412842
	Iteration 8Q: 3 clusters Score -1063928 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1064380.000000 Penalty: 3180.412842
	Iteration 9Q: 3 clusters Score -1064380 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1064825.875000 Penalty: 3180.412842
	Iteration 10Q: 3 clusters Score -1064826 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1065240.375000 Penalty: 3180.412842
	Iteration 11Q: 3 clusters Score -1065240 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1065575.750000 Penalty: 3180.412842
	Iteration 12Q: 3 clusters Score -1065576 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1065816.375000 Penalty: 3180.412842
	Iteration 13Q: 3 clusters Score -1065816 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1066043.000000 Penalty: 3180.412842
	Iteration 14Q: 3 clusters Score -1066043 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1066274.125000 Penalty: 3180.412842
	Iteration 15Q: 3 clusters Score -1066274 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1066468.000000 Penalty: 3180.412842
	Iteration 16Q: 3 clusters Score -1066468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1066617.125000 Penalty: 3180.412842
	Iteration 17Q: 3 clusters Score -1066617 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1066743.125000 Penalty: 3180.412842
	Iteration 18Q: 3 clusters Score -1066743 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1066846.750000 Penalty: 3180.412842
	Iteration 19Q: 3 clusters Score -1066847 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1066938.375000 Penalty: 3180.412842
	Iteration 20F: 3 clusters Score -1066938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1067012.125000 Penalty: 3180.412842
	Iteration 21Q: 3 clusters Score -1067012 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1067071.125000 Penalty: 3180.412842
	Iteration 22Q: 3 clusters Score -1067071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1067121.625000 Penalty: 3180.412842
	Iteration 23Q: 3 clusters Score -1067122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1067168.000000 Penalty: 3180.412842
	Iteration 24Q: 3 clusters Score -1067168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1067212.875000 Penalty: 3180.412842
	Iteration 25Q: 3 clusters Score -1067213 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1067245.000000 Penalty: 3180.412842
	Iteration 26Q: 3 clusters Score -1067245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1067273.750000 Penalty: 3180.412842
	Iteration 27Q: 3 clusters Score -1067274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1067307.500000 Penalty: 3180.412842
	Iteration 28Q: 3 clusters Score -1067308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1067342.750000 Penalty: 3180.412842
	Iteration 29Q: 3 clusters Score -1067343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1067377.875000 Penalty: 3180.412842
	Iteration 30Q: 3 clusters Score -1067378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1067413.250000 Penalty: 3180.412842
	Iteration 31Q: 3 clusters Score -1067413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1067441.625000 Penalty: 3180.412842
	Iteration 32Q: 3 clusters Score -1067442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1067464.375000 Penalty: 3180.412842
	Iteration 33Q: 3 clusters Score -1067464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1067485.125000 Penalty: 3180.412842
	Iteration 34Q: 3 clusters Score -1067485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1067499.250000 Penalty: 3180.412842
	Iteration 35Q: 3 clusters Score -1067499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1067513.625000 Penalty: 3180.412842
	Iteration 36Q: 3 clusters Score -1067514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1067522.875000 Penalty: 3180.412842
	Iteration 37Q: 3 clusters Score -1067523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1067531.125000 Penalty: 3180.412842
	Iteration 38Q: 3 clusters Score -1067531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1067535.625000 Penalty: 3180.412842
	Iteration 39Q: 3 clusters Score -1067536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1067541.750000 Penalty: 3180.412842
	Iteration 40F: 3 clusters Score -1067542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1067543.375000 Penalty: 3180.412842
	Iteration 41Q: 3 clusters Score -1067543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1067547.750000 Penalty: 3180.412842
	Iteration 42Q: 3 clusters Score -1067548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1067550.750000 Penalty: 3180.412842
	Iteration 43Q: 3 clusters Score -1067551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1067553.375000 Penalty: 3180.412842
	Iteration 44Q: 3 clusters Score -1067553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1067554.750000 Penalty: 3180.412842
	Iteration 45Q: 3 clusters Score -1067555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1067558.000000 Penalty: 3180.412842
	Iteration 46Q: 3 clusters Score -1067558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1067558.750000 Penalty: 3180.412842
	Iteration 47Q: 3 clusters Score -1067559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1067557.125000 Penalty: 3180.412842
	Iteration 48Q: 3 clusters Score -1067557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1067562.125000 Penalty: 3180.412842
	Iteration 49Q: 3 clusters Score -1067562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1067560.625000 Penalty: 3180.412842
	Iteration 50Q: 3 clusters Score -1067561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1067560.625000 Penalty: 3180.412842
	Iteration 51Q: 3 clusters Score -1067561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1067562.375000 Penalty: 3180.412842
	Iteration 52Q: 3 clusters Score -1067562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1067562.375000 Penalty: 3180.412842
	Iteration 53F: 3 clusters Score -1067562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Entering Unmasked Estep 
Score: -4150166.000000 Penalty: 1809.273438
	Iteration 0F: 2 clusters Score -4150166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4104257.500000 Penalty: 3618.546875
	Iteration 0F: 3 clusters Score -4104258 nChanged 32441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4122988.000000 Penalty: 3618.546875
	Iteration 1F: 3 clusters Score -4122988 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4123791.000000 Penalty: 3618.546875
	Iteration 2Q: 3 clusters Score -4123791 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -4124821.000000 Penalty: 3618.546875
	Iteration 3Q: 3 clusters Score -4124821 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4126335.750000 Penalty: 3618.546875
	Iteration 4Q: 3 clusters Score -4126336 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -4128458.250000 Penalty: 3618.546875
	Iteration 5F: 3 clusters Score -4128458 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -4131293.500000 Penalty: 3618.546875
	Iteration 6F: 3 clusters Score -4131294 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -4134601.500000 Penalty: 3618.546875
	Iteration 7F: 3 clusters Score -4134602 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -4137940.500000 Penalty: 3618.546875
	Iteration 8F: 3 clusters Score -4137940 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -4140856.000000 Penalty: 3618.546875
	Iteration 9F: 3 clusters Score -4140856 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -4143218.250000 Penalty: 3618.546875
	Iteration 10Q: 3 clusters Score -4143218 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -4145024.250000 Penalty: 3618.546875
	Iteration 11Q: 3 clusters Score -4145024 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -4146381.000000 Penalty: 3618.546875
	Iteration 12Q: 3 clusters Score -4146381 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -4147235.000000 Penalty: 3618.546875
	Iteration 13Q: 3 clusters Score -4147235 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -4147830.500000 Penalty: 3618.546875
	Iteration 14Q: 3 clusters Score -4147830 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -4148139.000000 Penalty: 3618.546875
	Iteration 15Q: 3 clusters Score -4148139 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -4148348.000000 Penalty: 3618.546875
	Iteration 16Q: 3 clusters Score -4148348 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -4148473.750000 Penalty: 3618.546875
	Iteration 17Q: 3 clusters Score -4148474 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -4148540.250000 Penalty: 3618.546875
	Iteration 18Q: 3 clusters Score -4148540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -4148612.000000 Penalty: 3618.546875
	Iteration 19Q: 3 clusters Score -4148612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -4148634.750000 Penalty: 3618.546875
	Iteration 20F: 3 clusters Score -4148635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -4148660.000000 Penalty: 3618.546875
	Iteration 21Q: 3 clusters Score -4148660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -4148670.500000 Penalty: 3618.546875
	Iteration 22Q: 3 clusters Score -4148670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -4148676.500000 Penalty: 3618.546875
	Iteration 23Q: 3 clusters Score -4148676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -4148692.250000 Penalty: 3618.546875
	Iteration 24Q: 3 clusters Score -4148692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -4148701.000000 Penalty: 3618.546875
	Iteration 25Q: 3 clusters Score -4148701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -4148713.000000 Penalty: 3618.546875
	Iteration 26Q: 3 clusters Score -4148713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -4148720.500000 Penalty: 3618.546875
	Iteration 27Q: 3 clusters Score -4148720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -4148729.750000 Penalty: 3618.546875
	Iteration 28Q: 3 clusters Score -4148730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -4148731.000000 Penalty: 3618.546875
	Iteration 29Q: 3 clusters Score -4148731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -4148736.750000 Penalty: 3618.546875
	Iteration 30Q: 3 clusters Score -4148737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -4148742.500000 Penalty: 3618.546875
	Iteration 31Q: 3 clusters Score -4148742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -4148745.250000 Penalty: 3618.546875
	Iteration 32Q: 3 clusters Score -4148745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -4148752.500000 Penalty: 3618.546875
	Iteration 33Q: 3 clusters Score -4148752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -4148758.500000 Penalty: 3618.546875
	Iteration 34Q: 3 clusters Score -4148758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -4148764.750000 Penalty: 3618.546875
	Iteration 35Q: 3 clusters Score -4148765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -4148767.000000 Penalty: 3618.546875
	Iteration 36Q: 3 clusters Score -4148767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -4148765.000000 Penalty: 3618.546875
	Iteration 37Q: 3 clusters Score -4148765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -4148769.250000 Penalty: 3618.546875
	Iteration 38Q: 3 clusters Score -4148769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -4148769.250000 Penalty: 3618.546875
	Iteration 39Q: 3 clusters Score -4148769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -4148772.750000 Penalty: 3618.546875
	Iteration 40F: 3 clusters Score -4148773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -4148773.750000 Penalty: 3618.546875
	Iteration 41Q: 3 clusters Score -4148774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -4148777.250000 Penalty: 3618.546875
	Iteration 42Q: 3 clusters Score -4148777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -4148776.250000 Penalty: 3618.546875
	Iteration 43Q: 3 clusters Score -4148776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -4148776.250000 Penalty: 3618.546875
	Iteration 44F: 3 clusters Score -4148776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Entering Unmasked Estep 
Score: -675796.812500 Penalty: 1540.968506
	Iteration 0F: 2 clusters Score -675796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -666623.000000 Penalty: 3081.937012
	Iteration 0F: 3 clusters Score -666623 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -670042.500000 Penalty: 3081.937012
	Iteration 1F: 3 clusters Score -670042.5 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -670745.250000 Penalty: 3081.937012
	Iteration 2F: 3 clusters Score -670745.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -671575.437500 Penalty: 3081.937012
	Iteration 3F: 3 clusters Score -671575.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -672562.375000 Penalty: 3081.937012
	Iteration 4F: 3 clusters Score -672562.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -673447.000000 Penalty: 3081.937012
	Iteration 5F: 3 clusters Score -673447 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -674047.187500 Penalty: 3081.937012
	Iteration 6F: 3 clusters Score -674047.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -674458.000000 Penalty: 3081.937012
	Iteration 7Q: 3 clusters Score -674458 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -674738.937500 Penalty: 3081.937012
	Iteration 8Q: 3 clusters Score -674738.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -674932.875000 Penalty: 3081.937012
	Iteration 9Q: 3 clusters Score -674932.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -675071.312500 Penalty: 3081.937012
	Iteration 10Q: 3 clusters Score -675071.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -675191.312500 Penalty: 3081.937012
	Iteration 11Q: 3 clusters Score -675191.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -675293.937500 Penalty: 3081.937012
	Iteration 12Q: 3 clusters Score -675293.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -675400.625000 Penalty: 3081.937012
	Iteration 13Q: 3 clusters Score -675400.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -675496.562500 Penalty: 3081.937012
	Iteration 14Q: 3 clusters Score -675496.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -675589.375000 Penalty: 3081.937012
	Iteration 15Q: 3 clusters Score -675589.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -675651.000000 Penalty: 3081.937012
	Iteration 16Q: 3 clusters Score -675651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -675710.750000 Penalty: 3081.937012
	Iteration 17Q: 3 clusters Score -675710.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -675743.062500 Penalty: 3081.937012
	Iteration 18Q: 3 clusters Score -675743.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -675761.625000 Penalty: 3081.937012
	Iteration 19Q: 3 clusters Score -675761.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -675777.437500 Penalty: 3081.937012
	Iteration 20F: 3 clusters Score -675777.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -675788.625000 Penalty: 3081.937012
	Iteration 21Q: 3 clusters Score -675788.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -675795.562500 Penalty: 3081.937012
	Iteration 22Q: 3 clusters Score -675795.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -675804.312500 Penalty: 3081.937012
	Iteration 23Q: 3 clusters Score -675804.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -675814.625000 Penalty: 3081.937012
	Iteration 24Q: 3 clusters Score -675814.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -675818.687500 Penalty: 3081.937012
	Iteration 25Q: 3 clusters Score -675818.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -675823.312500 Penalty: 3081.937012
	Iteration 26Q: 3 clusters Score -675823.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -675822.812500 Penalty: 3081.937012
	Iteration 27Q: 3 clusters Score -675822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -675829.562500 Penalty: 3081.937012
	Iteration 28Q: 3 clusters Score -675829.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -675832.687500 Penalty: 3081.937012
	Iteration 29Q: 3 clusters Score -675832.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -675834.562500 Penalty: 3081.937012
	Iteration 30Q: 3 clusters Score -675834.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -675838.875000 Penalty: 3081.937012
	Iteration 31Q: 3 clusters Score -675838.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -675841.875000 Penalty: 3081.937012
	Iteration 32Q: 3 clusters Score -675841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -675842.250000 Penalty: 3081.937012
	Iteration 33Q: 3 clusters Score -675842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -675844.750000 Penalty: 3081.937012
	Iteration 34Q: 3 clusters Score -675844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -675847.375000 Penalty: 3081.937012
	Iteration 35Q: 3 clusters Score -675847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -675849.562500 Penalty: 3081.937012
	Iteration 36Q: 3 clusters Score -675849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -675848.062500 Penalty: 3081.937012
	Iteration 37Q: 3 clusters Score -675848.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -675853.062500 Penalty: 3081.937012
	Iteration 38Q: 3 clusters Score -675853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -675853.625000 Penalty: 3081.937012
	Iteration 39Q: 3 clusters Score -675853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -675852.875000 Penalty: 3081.937012
	Iteration 40F: 3 clusters Score -675852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -675855.812500 Penalty: 3081.937012
	Iteration 41Q: 3 clusters Score -675855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -675855.437500 Penalty: 3081.937012
	Iteration 42Q: 3 clusters Score -675855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -675856.500000 Penalty: 3081.937012
	Iteration 43Q: 3 clusters Score -675856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -675857.687500 Penalty: 3081.937012
	Iteration 44Q: 3 clusters Score -675857.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -675861.000000 Penalty: 3081.937012
	Iteration 45Q: 3 clusters Score -675861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -675863.125000 Penalty: 3081.937012
	Iteration 46Q: 3 clusters Score -675863.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -675864.562500 Penalty: 3081.937012
	Iteration 47Q: 3 clusters Score -675864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -675864.437500 Penalty: 3081.937012
	Iteration 48Q: 3 clusters Score -675864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -675865.562500 Penalty: 3081.937012
	Iteration 49Q: 3 clusters Score -675865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -675866.062500 Penalty: 3081.937012
	Iteration 50Q: 3 clusters Score -675866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -675866.687500 Penalty: 3081.937012
	Iteration 51Q: 3 clusters Score -675866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -675865.812500 Penalty: 3081.937012
	Iteration 52Q: 3 clusters Score -675865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -675865.812500 Penalty: 3081.937012
	Iteration 53F: 3 clusters Score -675865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68459 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23001 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 10122 members 
Entering Unmasked Estep 
Score: -30940642.000000 Penalty: 94501.125000
Splitting cluster 4 changes total score from -30941090.000000 to -30940642.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -403589.656250 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -403589.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -398590.468750 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -398590.5 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -400055.250000 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -400055.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -400232.500000 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -400232.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -400371.750000 Penalty: 2855.846436
	Iteration 3Q: 3 clusters Score -400371.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -400485.406250 Penalty: 2855.846436
	Iteration 4Q: 3 clusters Score -400485.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -400581.531250 Penalty: 2855.846436
	Iteration 5Q: 3 clusters Score -400581.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -400670.593750 Penalty: 2855.846436
	Iteration 6Q: 3 clusters Score -400670.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -400766.125000 Penalty: 2855.846436
	Iteration 7Q: 3 clusters Score -400766.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -400864.312500 Penalty: 2855.846436
	Iteration 8Q: 3 clusters Score -400864.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -400980.625000 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -400980.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -401129.625000 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -401129.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -401271.968750 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -401272 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -401440.218750 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -401440.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401629.531250 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -401629.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -401791.437500 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -401791.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -401913.093750 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -401913.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -402017.156250 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -402017.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -402091.281250 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -402091.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -402148.687500 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -402148.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -402194.031250 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -402194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -402228.906250 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -402228.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -402265.125000 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -402265.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -402291.125000 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -402291.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -402309.906250 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -402309.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -402321.781250 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -402321.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -402330.468750 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -402330.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -402337.562500 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -402337.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -402344.031250 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -402344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -402348.625000 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -402348.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -402354.312500 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -402354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -402358.406250 Penalty: 2855.846436
	Iteration 30Q: 3 clusters Score -402358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -402362.906250 Penalty: 2855.846436
	Iteration 31Q: 3 clusters Score -402362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -402366.062500 Penalty: 2855.846436
	Iteration 32Q: 3 clusters Score -402366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -402369.875000 Penalty: 2855.846436
	Iteration 33Q: 3 clusters Score -402369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -402376.437500 Penalty: 2855.846436
	Iteration 34Q: 3 clusters Score -402376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -402382.593750 Penalty: 2855.846436
	Iteration 35Q: 3 clusters Score -402382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -402387.812500 Penalty: 2855.846436
	Iteration 36Q: 3 clusters Score -402387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -402388.875000 Penalty: 2855.846436
	Iteration 37Q: 3 clusters Score -402388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -402389.968750 Penalty: 2855.846436
	Iteration 38Q: 3 clusters Score -402390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -402390.687500 Penalty: 2855.846436
	Iteration 39Q: 3 clusters Score -402390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -402389.843750 Penalty: 2855.846436
	Iteration 40F: 3 clusters Score -402389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -133329.906250 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -133329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -131005.585938 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -131005.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -131489.171875 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -131489.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -131607.031250 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -131607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -131692.546875 Penalty: 2524.910645
	Iteration 3Q: 3 clusters Score -131692.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -131760.562500 Penalty: 2524.910645
	Iteration 4Q: 3 clusters Score -131760.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -131817.937500 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -131817.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -131873.750000 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -131873.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -131929.484375 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -131929.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -131973.250000 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -131973.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -132023.421875 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -132023.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -132070.000000 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -132070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -132113.875000 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -132113.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -132159.468750 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -132159.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -132205.796875 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -132205.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -132252.390625 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -132252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -132285.937500 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -132285.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -132316.437500 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -132316.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -132337.093750 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -132337.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -132350.781250 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -132350.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -132362.328125 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -132362.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -132373.125000 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -132373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -132381.828125 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -132381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -132387.734375 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -132387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -132391.250000 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -132391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -132395.609375 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -132395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -132401.218750 Penalty: 2524.910645
	Iteration 25Q: 3 clusters Score -132401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -132406.734375 Penalty: 2524.910645
	Iteration 26Q: 3 clusters Score -132406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -132409.015625 Penalty: 2524.910645
	Iteration 27Q: 3 clusters Score -132409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -132411.640625 Penalty: 2524.910645
	Iteration 28Q: 3 clusters Score -132411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -132414.234375 Penalty: 2524.910645
	Iteration 29Q: 3 clusters Score -132414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -132416.875000 Penalty: 2524.910645
	Iteration 30Q: 3 clusters Score -132416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -132417.906250 Penalty: 2524.910645
	Iteration 31Q: 3 clusters Score -132417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -132419.078125 Penalty: 2524.910645
	Iteration 32Q: 3 clusters Score -132419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -132419.078125 Penalty: 2524.910645
	Iteration 33F: 3 clusters Score -132419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -200849.500000 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -200849.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -197773.953125 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -197774 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -198817.593750 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -198817.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -199209.656250 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -199209.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -199490.375000 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -199490.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -199630.359375 Penalty: 2658.877197
	Iteration 4F: 3 clusters Score -199630.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -199710.921875 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -199710.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -199758.843750 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -199758.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -199798.609375 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -199798.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -199828.781250 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -199828.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -199871.187500 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -199871.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -199915.046875 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -199915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -199948.953125 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -199949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -199990.140625 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -199990.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -200027.281250 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -200027.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -200055.609375 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -200055.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -200079.296875 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -200079.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -200102.968750 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -200103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -200113.390625 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -200113.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -200122.937500 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -200122.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -200133.156250 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -200133.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -200141.921875 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -200141.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -200155.156250 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -200155.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -200170.500000 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -200170.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -200181.906250 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -200181.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -200193.156250 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -200193.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -200206.406250 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -200206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -200217.859375 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -200217.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -200227.328125 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -200227.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -200235.328125 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -200235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -200239.000000 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -200239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -200243.968750 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -200244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -200247.750000 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -200247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -200251.109375 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -200251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -200254.343750 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -200254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -200256.484375 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -200256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -200257.484375 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -200257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -200259.109375 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -200259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -200259.875000 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -200259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -200260.500000 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -200260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -200260.500000 Penalty: 2658.877197
	Iteration 39F: 3 clusters Score -200260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -99215.460938 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -99215.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -96949.015625 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -96949.02 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -97604.046875 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -97604.05 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -97919.500000 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -97919.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98085.125000 Penalty: 2512.449707
	Iteration 3F: 3 clusters Score -98085.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -98207.960938 Penalty: 2512.449707
	Iteration 4F: 3 clusters Score -98207.96 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -98296.539062 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -98296.54 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98346.757812 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -98346.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -98369.679688 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -98369.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -98390.335938 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -98390.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -98407.203125 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -98407.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -98425.820312 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -98425.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -98437.445312 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -98437.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -98448.125000 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -98448.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -98457.304688 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -98457.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -98463.343750 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -98463.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -98467.054688 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -98467.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -98470.359375 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -98470.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -98471.531250 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -98471.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -98472.335938 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -98472.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98473.929688 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -98473.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98475.421875 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -98475.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98477.898438 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -98477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -98479.898438 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -98479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98482.218750 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -98482.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98482.796875 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -98482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -98483.039062 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -98483.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98483.039062 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -98483.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98483.515625 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -98483.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98483.515625 Penalty: 2512.449707
	Iteration 28F: 3 clusters Score -98483.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Entering Unmasked Estep 
Score: -547342.312500 Penalty: 1485.480469
	Iteration 0F: 2 clusters Score -547342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -540642.750000 Penalty: 2970.960938
	Iteration 0F: 3 clusters Score -540642.8 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -542829.687500 Penalty: 2970.960938
	Iteration 1F: 3 clusters Score -542829.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -543211.687500 Penalty: 2970.960938
	Iteration 2F: 3 clusters Score -543211.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -543539.750000 Penalty: 2970.960938
	Iteration 3F: 3 clusters Score -543539.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -543877.125000 Penalty: 2970.960938
	Iteration 4F: 3 clusters Score -543877.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -544180.250000 Penalty: 2970.960938
	Iteration 5F: 3 clusters Score -544180.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -544491.312500 Penalty: 2970.960938
	Iteration 6Q: 3 clusters Score -544491.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -544800.875000 Penalty: 2970.960938
	Iteration 7Q: 3 clusters Score -544800.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -545070.125000 Penalty: 2970.960938
	Iteration 8Q: 3 clusters Score -545070.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -545333.062500 Penalty: 2970.960938
	Iteration 9Q: 3 clusters Score -545333.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -545544.937500 Penalty: 2970.960938
	Iteration 10Q: 3 clusters Score -545544.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -545731.250000 Penalty: 2970.960938
	Iteration 11Q: 3 clusters Score -545731.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -545843.000000 Penalty: 2970.960938
	Iteration 12Q: 3 clusters Score -545843 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -545935.750000 Penalty: 2970.960938
	Iteration 13Q: 3 clusters Score -545935.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -545984.187500 Penalty: 2970.960938
	Iteration 14Q: 3 clusters Score -545984.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -546020.687500 Penalty: 2970.960938
	Iteration 15Q: 3 clusters Score -546020.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -546048.375000 Penalty: 2970.960938
	Iteration 16Q: 3 clusters Score -546048.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -546071.312500 Penalty: 2970.960938
	Iteration 17Q: 3 clusters Score -546071.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -546089.500000 Penalty: 2970.960938
	Iteration 18Q: 3 clusters Score -546089.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -546102.437500 Penalty: 2970.960938
	Iteration 19Q: 3 clusters Score -546102.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -546112.562500 Penalty: 2970.960938
	Iteration 20F: 3 clusters Score -546112.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -546121.625000 Penalty: 2970.960938
	Iteration 21Q: 3 clusters Score -546121.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -546130.187500 Penalty: 2970.960938
	Iteration 22Q: 3 clusters Score -546130.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -546135.937500 Penalty: 2970.960938
	Iteration 23Q: 3 clusters Score -546135.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -546143.312500 Penalty: 2970.960938
	Iteration 24Q: 3 clusters Score -546143.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -546155.000000 Penalty: 2970.960938
	Iteration 25Q: 3 clusters Score -546155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -546164.062500 Penalty: 2970.960938
	Iteration 26Q: 3 clusters Score -546164.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -546168.437500 Penalty: 2970.960938
	Iteration 27Q: 3 clusters Score -546168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -546170.125000 Penalty: 2970.960938
	Iteration 28Q: 3 clusters Score -546170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -546174.250000 Penalty: 2970.960938
	Iteration 29Q: 3 clusters Score -546174.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -546177.500000 Penalty: 2970.960938
	Iteration 30Q: 3 clusters Score -546177.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -546180.687500 Penalty: 2970.960938
	Iteration 31Q: 3 clusters Score -546180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -546182.500000 Penalty: 2970.960938
	Iteration 32Q: 3 clusters Score -546182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -546184.125000 Penalty: 2970.960938
	Iteration 33Q: 3 clusters Score -546184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -546184.875000 Penalty: 2970.960938
	Iteration 34Q: 3 clusters Score -546184.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -546187.000000 Penalty: 2970.960938
	Iteration 35Q: 3 clusters Score -546187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -546187.437500 Penalty: 2970.960938
	Iteration 36Q: 3 clusters Score -546187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -546187.750000 Penalty: 2970.960938
	Iteration 37Q: 3 clusters Score -546187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -546187.812500 Penalty: 2970.960938
	Iteration 38Q: 3 clusters Score -546187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -546189.625000 Penalty: 2970.960938
	Iteration 39Q: 3 clusters Score -546189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -546190.687500 Penalty: 2970.960938
	Iteration 40F: 3 clusters Score -546190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -546190.937500 Penalty: 2970.960938
	Iteration 41Q: 3 clusters Score -546190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -546194.562500 Penalty: 2970.960938
	Iteration 42Q: 3 clusters Score -546194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -546195.687500 Penalty: 2970.960938
	Iteration 43Q: 3 clusters Score -546195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -546198.437500 Penalty: 2970.960938
	Iteration 44Q: 3 clusters Score -546198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -546198.250000 Penalty: 2970.960938
	Iteration 45Q: 3 clusters Score -546198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -546198.687500 Penalty: 2970.960938
	Iteration 46Q: 3 clusters Score -546198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -546199.875000 Penalty: 2970.960938
	Iteration 47Q: 3 clusters Score -546199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -546200.625000 Penalty: 2970.960938
	Iteration 48Q: 3 clusters Score -546200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -546202.062500 Penalty: 2970.960938
	Iteration 49Q: 3 clusters Score -546202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -546202.062500 Penalty: 2970.960938
	Iteration 50F: 3 clusters Score -546202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -220235.453125 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -220235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -216934.828125 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -216934.8 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -217802.687500 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -217802.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -217950.468750 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -217950.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -218055.625000 Penalty: 2682.637207
	Iteration 3F: 3 clusters Score -218055.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -218154.593750 Penalty: 2682.637207
	Iteration 4Q: 3 clusters Score -218154.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -218250.375000 Penalty: 2682.637207
	Iteration 5Q: 3 clusters Score -218250.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -218339.812500 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -218339.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -218419.812500 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -218419.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -218481.968750 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -218482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -218540.390625 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -218540.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -218588.000000 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -218588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -218627.312500 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -218627.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218665.671875 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -218665.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -218707.078125 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -218707.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -218737.000000 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -218737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -218761.953125 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -218762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -218790.718750 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -218790.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -218821.625000 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -218821.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -218861.265625 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -218861.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -218899.468750 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -218899.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -218940.062500 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -218940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218993.734375 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -218993.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219046.593750 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -219046.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -219111.828125 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -219111.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -219175.515625 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -219175.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -219226.078125 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -219226.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -219261.796875 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -219261.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -219288.859375 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -219288.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -219311.656250 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -219311.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219335.703125 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -219335.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219364.859375 Penalty: 2682.637207
	Iteration 30Q: 3 clusters Score -219364.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -219396.312500 Penalty: 2682.637207
	Iteration 31Q: 3 clusters Score -219396.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -219436.625000 Penalty: 2682.637207
	Iteration 32Q: 3 clusters Score -219436.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -219488.640625 Penalty: 2682.637207
	Iteration 33Q: 3 clusters Score -219488.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -219533.296875 Penalty: 2682.637207
	Iteration 34Q: 3 clusters Score -219533.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -219590.375000 Penalty: 2682.637207
	Iteration 35Q: 3 clusters Score -219590.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -219644.046875 Penalty: 2682.637207
	Iteration 36Q: 3 clusters Score -219644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -219711.953125 Penalty: 2682.637207
	Iteration 37Q: 3 clusters Score -219712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -219794.312500 Penalty: 2682.637207
	Iteration 38Q: 3 clusters Score -219794.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -219897.812500 Penalty: 2682.637207
	Iteration 39Q: 3 clusters Score -219897.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -220062.859375 Penalty: 2682.637207
	Iteration 40F: 3 clusters Score -220062.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -220233.578125 Penalty: 2682.637207
	Iteration 41Q: 3 clusters Score -220233.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -220311.250000 Penalty: 2682.637207
	Iteration 42Q: 3 clusters Score -220311.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -220338.218750 Penalty: 2682.637207
	Iteration 43Q: 3 clusters Score -220338.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -220354.234375 Penalty: 2682.637207
	Iteration 44Q: 3 clusters Score -220354.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -220363.625000 Penalty: 2682.637207
	Iteration 45Q: 3 clusters Score -220363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -220371.093750 Penalty: 2682.637207
	Iteration 46Q: 3 clusters Score -220371.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -220376.625000 Penalty: 2682.637207
	Iteration 47Q: 3 clusters Score -220376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -220381.218750 Penalty: 2682.637207
	Iteration 48Q: 3 clusters Score -220381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -220384.937500 Penalty: 2682.637207
	Iteration 49Q: 3 clusters Score -220384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -220387.125000 Penalty: 2682.637207
	Iteration 50Q: 3 clusters Score -220387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -220388.078125 Penalty: 2682.637207
	Iteration 51Q: 3 clusters Score -220388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -220388.078125 Penalty: 2682.637207
	Iteration 52F: 3 clusters Score -220388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68459 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 1582 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23001 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 2262 members 
Entering Unmasked Estep 
Score: -30940392.000000 Penalty: 94501.125000
Splitting cluster 10 changes total score from -30941090.000000 to -30940392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -49076.347656 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -49076.35 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 440 members 
Entering Unmasked Estep 
Score: -47736.984375 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -47736.98 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -47943.808594 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -47943.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48009.445312 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -48009.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48045.867188 Penalty: 2194.867432
	Iteration 3Q: 3 clusters Score -48045.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48072.730469 Penalty: 2194.867432
	Iteration 4Q: 3 clusters Score -48072.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48094.941406 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -48094.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48111.613281 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -48111.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48122.582031 Penalty: 2194.867432
	Iteration 7Q: 3 clusters Score -48122.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48129.910156 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -48129.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48133.328125 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -48133.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48134.941406 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -48134.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48138.867188 Penalty: 2194.867432
	Iteration 11Q: 3 clusters Score -48138.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48145.445312 Penalty: 2194.867432
	Iteration 12Q: 3 clusters Score -48145.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48153.644531 Penalty: 2194.867432
	Iteration 13Q: 3 clusters Score -48153.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48159.714844 Penalty: 2194.867432
	Iteration 14Q: 3 clusters Score -48159.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48165.386719 Penalty: 2194.867432
	Iteration 15Q: 3 clusters Score -48165.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48166.500000 Penalty: 2194.867432
	Iteration 16Q: 3 clusters Score -48166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48169.320312 Penalty: 2194.867432
	Iteration 17Q: 3 clusters Score -48169.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48171.718750 Penalty: 2194.867432
	Iteration 18Q: 3 clusters Score -48171.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48173.609375 Penalty: 2194.867432
	Iteration 19Q: 3 clusters Score -48173.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48173.949219 Penalty: 2194.867432
	Iteration 20F: 3 clusters Score -48173.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48175.046875 Penalty: 2194.867432
	Iteration 21Q: 3 clusters Score -48175.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48175.480469 Penalty: 2194.867432
	Iteration 22Q: 3 clusters Score -48175.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48175.480469 Penalty: 2194.867432
	Iteration 23F: 3 clusters Score -48175.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Entering Unmasked Estep 
Score: -394279.437500 Penalty: 1425.599487
	Iteration 0F: 2 clusters Score -394279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -389352.000000 Penalty: 2851.198975
	Iteration 0F: 3 clusters Score -389352 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -390818.000000 Penalty: 2851.198975
	Iteration 1F: 3 clusters Score -390818 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -391011.218750 Penalty: 2851.198975
	Iteration 2F: 3 clusters Score -391011.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -391151.343750 Penalty: 2851.198975
	Iteration 3Q: 3 clusters Score -391151.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -391253.281250 Penalty: 2851.198975
	Iteration 4Q: 3 clusters Score -391253.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -391335.906250 Penalty: 2851.198975
	Iteration 5Q: 3 clusters Score -391335.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -391405.187500 Penalty: 2851.198975
	Iteration 6Q: 3 clusters Score -391405.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -391490.531250 Penalty: 2851.198975
	Iteration 7Q: 3 clusters Score -391490.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -391581.531250 Penalty: 2851.198975
	Iteration 8Q: 3 clusters Score -391581.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -391684.281250 Penalty: 2851.198975
	Iteration 9Q: 3 clusters Score -391684.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -391800.687500 Penalty: 2851.198975
	Iteration 10Q: 3 clusters Score -391800.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -391935.843750 Penalty: 2851.198975
	Iteration 11Q: 3 clusters Score -391935.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -392126.468750 Penalty: 2851.198975
	Iteration 12Q: 3 clusters Score -392126.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -392312.406250 Penalty: 2851.198975
	Iteration 13Q: 3 clusters Score -392312.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -392488.187500 Penalty: 2851.198975
	Iteration 14Q: 3 clusters Score -392488.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -392653.406250 Penalty: 2851.198975
	Iteration 15Q: 3 clusters Score -392653.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -392754.000000 Penalty: 2851.198975
	Iteration 16Q: 3 clusters Score -392754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -392823.000000 Penalty: 2851.198975
	Iteration 17Q: 3 clusters Score -392823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -392877.687500 Penalty: 2851.198975
	Iteration 18Q: 3 clusters Score -392877.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -392912.218750 Penalty: 2851.198975
	Iteration 19Q: 3 clusters Score -392912.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -392932.218750 Penalty: 2851.198975
	Iteration 20F: 3 clusters Score -392932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -392949.437500 Penalty: 2851.198975
	Iteration 21Q: 3 clusters Score -392949.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -392958.593750 Penalty: 2851.198975
	Iteration 22Q: 3 clusters Score -392958.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -392973.562500 Penalty: 2851.198975
	Iteration 23Q: 3 clusters Score -392973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -392981.062500 Penalty: 2851.198975
	Iteration 24Q: 3 clusters Score -392981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -392993.000000 Penalty: 2851.198975
	Iteration 25Q: 3 clusters Score -392993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -393002.062500 Penalty: 2851.198975
	Iteration 26Q: 3 clusters Score -393002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -393012.156250 Penalty: 2851.198975
	Iteration 27Q: 3 clusters Score -393012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -393019.031250 Penalty: 2851.198975
	Iteration 28Q: 3 clusters Score -393019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -393027.718750 Penalty: 2851.198975
	Iteration 29Q: 3 clusters Score -393027.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -393036.531250 Penalty: 2851.198975
	Iteration 30Q: 3 clusters Score -393036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -393040.812500 Penalty: 2851.198975
	Iteration 31Q: 3 clusters Score -393040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -393046.125000 Penalty: 2851.198975
	Iteration 32Q: 3 clusters Score -393046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -393048.375000 Penalty: 2851.198975
	Iteration 33Q: 3 clusters Score -393048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -393049.281250 Penalty: 2851.198975
	Iteration 34Q: 3 clusters Score -393049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -393050.312500 Penalty: 2851.198975
	Iteration 35Q: 3 clusters Score -393050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -393050.468750 Penalty: 2851.198975
	Iteration 36Q: 3 clusters Score -393050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -393050.468750 Penalty: 2851.198975
	Iteration 37F: 3 clusters Score -393050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -312334.062500 Penalty: 1391.569458
	Iteration 0F: 2 clusters Score -312334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -308175.406250 Penalty: 2783.138916
	Iteration 0F: 3 clusters Score -308175.4 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -309340.812500 Penalty: 2783.138916
	Iteration 1F: 3 clusters Score -309340.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -309640.875000 Penalty: 2783.138916
	Iteration 2F: 3 clusters Score -309640.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -309921.343750 Penalty: 2783.138916
	Iteration 3F: 3 clusters Score -309921.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -310186.656250 Penalty: 2783.138916
	Iteration 4F: 3 clusters Score -310186.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -310436.218750 Penalty: 2783.138916
	Iteration 5F: 3 clusters Score -310436.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -310643.281250 Penalty: 2783.138916
	Iteration 6F: 3 clusters Score -310643.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -310804.500000 Penalty: 2783.138916
	Iteration 7F: 3 clusters Score -310804.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -310911.343750 Penalty: 2783.138916
	Iteration 8Q: 3 clusters Score -310911.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -310976.875000 Penalty: 2783.138916
	Iteration 9Q: 3 clusters Score -310976.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311031.812500 Penalty: 2783.138916
	Iteration 10Q: 3 clusters Score -311031.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -311075.500000 Penalty: 2783.138916
	Iteration 11Q: 3 clusters Score -311075.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -311111.781250 Penalty: 2783.138916
	Iteration 12Q: 3 clusters Score -311111.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311143.687500 Penalty: 2783.138916
	Iteration 13Q: 3 clusters Score -311143.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -311165.843750 Penalty: 2783.138916
	Iteration 14Q: 3 clusters Score -311165.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -311182.531250 Penalty: 2783.138916
	Iteration 15Q: 3 clusters Score -311182.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -311196.000000 Penalty: 2783.138916
	Iteration 16Q: 3 clusters Score -311196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -311207.031250 Penalty: 2783.138916
	Iteration 17Q: 3 clusters Score -311207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -311214.718750 Penalty: 2783.138916
	Iteration 18Q: 3 clusters Score -311214.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -311221.281250 Penalty: 2783.138916
	Iteration 19Q: 3 clusters Score -311221.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311226.656250 Penalty: 2783.138916
	Iteration 20F: 3 clusters Score -311226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311231.000000 Penalty: 2783.138916
	Iteration 21Q: 3 clusters Score -311231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -311234.812500 Penalty: 2783.138916
	Iteration 22Q: 3 clusters Score -311234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -311239.093750 Penalty: 2783.138916
	Iteration 23Q: 3 clusters Score -311239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -311243.000000 Penalty: 2783.138916
	Iteration 24Q: 3 clusters Score -311243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -311246.968750 Penalty: 2783.138916
	Iteration 25Q: 3 clusters Score -311247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -311250.312500 Penalty: 2783.138916
	Iteration 26Q: 3 clusters Score -311250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -311256.062500 Penalty: 2783.138916
	Iteration 27Q: 3 clusters Score -311256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -311263.312500 Penalty: 2783.138916
	Iteration 28Q: 3 clusters Score -311263.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -311270.281250 Penalty: 2783.138916
	Iteration 29Q: 3 clusters Score -311270.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -311275.343750 Penalty: 2783.138916
	Iteration 30Q: 3 clusters Score -311275.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -311281.562500 Penalty: 2783.138916
	Iteration 31Q: 3 clusters Score -311281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -311289.062500 Penalty: 2783.138916
	Iteration 32Q: 3 clusters Score -311289.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311296.500000 Penalty: 2783.138916
	Iteration 33Q: 3 clusters Score -311296.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -311303.031250 Penalty: 2783.138916
	Iteration 34Q: 3 clusters Score -311303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -311310.937500 Penalty: 2783.138916
	Iteration 35Q: 3 clusters Score -311310.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -311323.437500 Penalty: 2783.138916
	Iteration 36Q: 3 clusters Score -311323.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -311334.593750 Penalty: 2783.138916
	Iteration 37Q: 3 clusters Score -311334.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -311346.156250 Penalty: 2783.138916
	Iteration 38Q: 3 clusters Score -311346.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -311362.250000 Penalty: 2783.138916
	Iteration 39Q: 3 clusters Score -311362.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -311377.187500 Penalty: 2783.138916
	Iteration 40F: 3 clusters Score -311377.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -311395.531250 Penalty: 2783.138916
	Iteration 41Q: 3 clusters Score -311395.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -311405.906250 Penalty: 2783.138916
	Iteration 42Q: 3 clusters Score -311405.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -311413.718750 Penalty: 2783.138916
	Iteration 43Q: 3 clusters Score -311413.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -311424.843750 Penalty: 2783.138916
	Iteration 44Q: 3 clusters Score -311424.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -311430.656250 Penalty: 2783.138916
	Iteration 45Q: 3 clusters Score -311430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -311435.531250 Penalty: 2783.138916
	Iteration 46Q: 3 clusters Score -311435.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -311440.906250 Penalty: 2783.138916
	Iteration 47Q: 3 clusters Score -311440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -311445.343750 Penalty: 2783.138916
	Iteration 48Q: 3 clusters Score -311445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -311448.968750 Penalty: 2783.138916
	Iteration 49Q: 3 clusters Score -311449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -311453.625000 Penalty: 2783.138916
	Iteration 50Q: 3 clusters Score -311453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -311460.218750 Penalty: 2783.138916
	Iteration 51Q: 3 clusters Score -311460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -311463.093750 Penalty: 2783.138916
	Iteration 52Q: 3 clusters Score -311463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -311466.000000 Penalty: 2783.138916
	Iteration 53Q: 3 clusters Score -311466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -311466.687500 Penalty: 2783.138916
	Iteration 54Q: 3 clusters Score -311466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -311466.718750 Penalty: 2783.138916
	Iteration 55Q: 3 clusters Score -311466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -311468.750000 Penalty: 2783.138916
	Iteration 56Q: 3 clusters Score -311468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -311468.562500 Penalty: 2783.138916
	Iteration 57Q: 3 clusters Score -311468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -311468.562500 Penalty: 2783.138916
	Iteration 58F: 3 clusters Score -311468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -253789.140625 Penalty: 1362.270752
	Iteration 0F: 2 clusters Score -253789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -250253.671875 Penalty: 2724.541504
	Iteration 0F: 3 clusters Score -250253.7 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -251165.562500 Penalty: 2724.541504
	Iteration 1F: 3 clusters Score -251165.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -251321.593750 Penalty: 2724.541504
	Iteration 2F: 3 clusters Score -251321.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -251434.156250 Penalty: 2724.541504
	Iteration 3F: 3 clusters Score -251434.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -251501.843750 Penalty: 2724.541504
	Iteration 4Q: 3 clusters Score -251501.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -251552.046875 Penalty: 2724.541504
	Iteration 5Q: 3 clusters Score -251552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -251600.671875 Penalty: 2724.541504
	Iteration 6Q: 3 clusters Score -251600.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -251646.812500 Penalty: 2724.541504
	Iteration 7Q: 3 clusters Score -251646.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -251682.703125 Penalty: 2724.541504
	Iteration 8Q: 3 clusters Score -251682.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -251708.046875 Penalty: 2724.541504
	Iteration 9Q: 3 clusters Score -251708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -251731.640625 Penalty: 2724.541504
	Iteration 10Q: 3 clusters Score -251731.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -251756.375000 Penalty: 2724.541504
	Iteration 11Q: 3 clusters Score -251756.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -251778.765625 Penalty: 2724.541504
	Iteration 12Q: 3 clusters Score -251778.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -251801.765625 Penalty: 2724.541504
	Iteration 13Q: 3 clusters Score -251801.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -251822.359375 Penalty: 2724.541504
	Iteration 14Q: 3 clusters Score -251822.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -251841.875000 Penalty: 2724.541504
	Iteration 15Q: 3 clusters Score -251841.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -251860.328125 Penalty: 2724.541504
	Iteration 16Q: 3 clusters Score -251860.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -251886.390625 Penalty: 2724.541504
	Iteration 17Q: 3 clusters Score -251886.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -251923.703125 Penalty: 2724.541504
	Iteration 18Q: 3 clusters Score -251923.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -251955.734375 Penalty: 2724.541504
	Iteration 19Q: 3 clusters Score -251955.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -251993.875000 Penalty: 2724.541504
	Iteration 20F: 3 clusters Score -251993.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -252037.968750 Penalty: 2724.541504
	Iteration 21Q: 3 clusters Score -252038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -252087.453125 Penalty: 2724.541504
	Iteration 22Q: 3 clusters Score -252087.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -252130.843750 Penalty: 2724.541504
	Iteration 23Q: 3 clusters Score -252130.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252175.062500 Penalty: 2724.541504
	Iteration 24Q: 3 clusters Score -252175.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -252220.875000 Penalty: 2724.541504
	Iteration 25Q: 3 clusters Score -252220.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -252263.468750 Penalty: 2724.541504
	Iteration 26Q: 3 clusters Score -252263.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -252303.812500 Penalty: 2724.541504
	Iteration 27Q: 3 clusters Score -252303.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -252343.906250 Penalty: 2724.541504
	Iteration 28Q: 3 clusters Score -252343.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -252380.218750 Penalty: 2724.541504
	Iteration 29Q: 3 clusters Score -252380.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -252412.562500 Penalty: 2724.541504
	Iteration 30Q: 3 clusters Score -252412.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -252438.578125 Penalty: 2724.541504
	Iteration 31Q: 3 clusters Score -252438.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -252468.125000 Penalty: 2724.541504
	Iteration 32Q: 3 clusters Score -252468.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -252497.140625 Penalty: 2724.541504
	Iteration 33Q: 3 clusters Score -252497.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -252531.234375 Penalty: 2724.541504
	Iteration 34Q: 3 clusters Score -252531.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -252558.984375 Penalty: 2724.541504
	Iteration 35Q: 3 clusters Score -252559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -252575.375000 Penalty: 2724.541504
	Iteration 36Q: 3 clusters Score -252575.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -252586.578125 Penalty: 2724.541504
	Iteration 37Q: 3 clusters Score -252586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -252590.468750 Penalty: 2724.541504
	Iteration 38Q: 3 clusters Score -252590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -252598.312500 Penalty: 2724.541504
	Iteration 39Q: 3 clusters Score -252598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -252606.296875 Penalty: 2724.541504
	Iteration 40F: 3 clusters Score -252606.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -252611.031250 Penalty: 2724.541504
	Iteration 41Q: 3 clusters Score -252611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -252612.906250 Penalty: 2724.541504
	Iteration 42Q: 3 clusters Score -252612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -252612.906250 Penalty: 2724.541504
	Iteration 43F: 3 clusters Score -252612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -82237.968750 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -82237.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -80517.320312 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -80517.32 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80899.242188 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -80899.24 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -80991.992188 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -80991.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81028.570312 Penalty: 2370.230713
	Iteration 3Q: 3 clusters Score -81028.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -81046.078125 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -81046.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -81055.648438 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -81055.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81066.960938 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -81066.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -81078.515625 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -81078.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -81086.015625 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -81086.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -81087.695312 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -81087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -81089.054688 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -81089.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -81091.726562 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -81091.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -81094.148438 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -81094.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -81095.960938 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -81095.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -81096.890625 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -81096.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -81097.062500 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -81097.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81097.679688 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -81097.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81099.070312 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -81099.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -81100.562500 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -81100.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81100.929688 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -81100.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -81101.078125 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -81101.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -81101.359375 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -81101.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -81101.359375 Penalty: 2370.230713
	Iteration 22F: 3 clusters Score -81101.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Entering Unmasked Estep 
Score: -1471718.000000 Penalty: 1640.050537
	Iteration 0F: 2 clusters Score -1471718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1455302.750000 Penalty: 3280.101074
	Iteration 0F: 3 clusters Score -1455303 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1461332.625000 Penalty: 3280.101074
	Iteration 1F: 3 clusters Score -1461333 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1461580.750000 Penalty: 3280.101074
	Iteration 2Q: 3 clusters Score -1461581 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1461787.500000 Penalty: 3280.101074
	Iteration 3Q: 3 clusters Score -1461788 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1461970.375000 Penalty: 3280.101074
	Iteration 4Q: 3 clusters Score -1461970 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1462153.125000 Penalty: 3280.101074
	Iteration 5Q: 3 clusters Score -1462153 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1462337.250000 Penalty: 3280.101074
	Iteration 6Q: 3 clusters Score -1462337 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1462571.000000 Penalty: 3280.101074
	Iteration 7Q: 3 clusters Score -1462571 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1462903.125000 Penalty: 3280.101074
	Iteration 8Q: 3 clusters Score -1462903 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1463405.625000 Penalty: 3280.101074
	Iteration 9Q: 3 clusters Score -1463406 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1464145.750000 Penalty: 3280.101074
	Iteration 10F: 3 clusters Score -1464146 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1465201.125000 Penalty: 3280.101074
	Iteration 11F: 3 clusters Score -1465201 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -1466543.625000 Penalty: 3280.101074
	Iteration 12F: 3 clusters Score -1466544 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -1467914.875000 Penalty: 3280.101074
	Iteration 13F: 3 clusters Score -1467915 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -1468951.500000 Penalty: 3280.101074
	Iteration 14Q: 3 clusters Score -1468952 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -1469594.250000 Penalty: 3280.101074
	Iteration 15Q: 3 clusters Score -1469594 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1469922.375000 Penalty: 3280.101074
	Iteration 16Q: 3 clusters Score -1469922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -1470092.375000 Penalty: 3280.101074
	Iteration 17Q: 3 clusters Score -1470092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -1470169.125000 Penalty: 3280.101074
	Iteration 18Q: 3 clusters Score -1470169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1470210.750000 Penalty: 3280.101074
	Iteration 19Q: 3 clusters Score -1470211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -1470233.625000 Penalty: 3280.101074
	Iteration 20F: 3 clusters Score -1470234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -1470252.500000 Penalty: 3280.101074
	Iteration 21Q: 3 clusters Score -1470252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1470266.875000 Penalty: 3280.101074
	Iteration 22Q: 3 clusters Score -1470267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1470272.875000 Penalty: 3280.101074
	Iteration 23Q: 3 clusters Score -1470273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1470272.875000 Penalty: 3280.101074
	Iteration 24F: 3 clusters Score -1470273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Entering Unmasked Estep 
Score: -3982455.500000 Penalty: 1803.055664
	Iteration 0F: 2 clusters Score -3982456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -3938576.500000 Penalty: 3606.111328
	Iteration 0F: 3 clusters Score -3938576 nChanged 31095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3956137.750000 Penalty: 3606.111328
	Iteration 1F: 3 clusters Score -3956138 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -3956804.500000 Penalty: 3606.111328
	Iteration 2Q: 3 clusters Score -3956804 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -3957611.750000 Penalty: 3606.111328
	Iteration 3Q: 3 clusters Score -3957612 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3958864.000000 Penalty: 3606.111328
	Iteration 4Q: 3 clusters Score -3958864 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -3960541.000000 Penalty: 3606.111328
	Iteration 5F: 3 clusters Score -3960541 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -3962778.250000 Penalty: 3606.111328
	Iteration 6F: 3 clusters Score -3962778 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -3965210.000000 Penalty: 3606.111328
	Iteration 7F: 3 clusters Score -3965210 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -3967544.250000 Penalty: 3606.111328
	Iteration 8F: 3 clusters Score -3967544 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -3969666.000000 Penalty: 3606.111328
	Iteration 9F: 3 clusters Score -3969666 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -3971794.250000 Penalty: 3606.111328
	Iteration 10Q: 3 clusters Score -3971794 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -3973929.000000 Penalty: 3606.111328
	Iteration 11Q: 3 clusters Score -3973929 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -3976245.500000 Penalty: 3606.111328
	Iteration 12Q: 3 clusters Score -3976246 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -3978270.000000 Penalty: 3606.111328
	Iteration 13Q: 3 clusters Score -3978270 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -3979605.250000 Penalty: 3606.111328
	Iteration 14Q: 3 clusters Score -3979605 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -3980238.250000 Penalty: 3606.111328
	Iteration 15Q: 3 clusters Score -3980238 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -3980536.250000 Penalty: 3606.111328
	Iteration 16Q: 3 clusters Score -3980536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -3980674.750000 Penalty: 3606.111328
	Iteration 17Q: 3 clusters Score -3980675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -3980756.750000 Penalty: 3606.111328
	Iteration 18Q: 3 clusters Score -3980757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -3980823.500000 Penalty: 3606.111328
	Iteration 19Q: 3 clusters Score -3980824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -3980872.750000 Penalty: 3606.111328
	Iteration 20F: 3 clusters Score -3980873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -3980899.750000 Penalty: 3606.111328
	Iteration 21Q: 3 clusters Score -3980900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -3980913.000000 Penalty: 3606.111328
	Iteration 22Q: 3 clusters Score -3980913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -3980917.750000 Penalty: 3606.111328
	Iteration 23Q: 3 clusters Score -3980918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -3980939.500000 Penalty: 3606.111328
	Iteration 24Q: 3 clusters Score -3980940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -3980956.000000 Penalty: 3606.111328
	Iteration 25Q: 3 clusters Score -3980956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -3980960.000000 Penalty: 3606.111328
	Iteration 26Q: 3 clusters Score -3980960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -3980961.750000 Penalty: 3606.111328
	Iteration 27Q: 3 clusters Score -3980962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -3980967.750000 Penalty: 3606.111328
	Iteration 28Q: 3 clusters Score -3980968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -3980972.750000 Penalty: 3606.111328
	Iteration 29Q: 3 clusters Score -3980973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -3980983.750000 Penalty: 3606.111328
	Iteration 30Q: 3 clusters Score -3980984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -3980985.000000 Penalty: 3606.111328
	Iteration 31Q: 3 clusters Score -3980985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -3980991.750000 Penalty: 3606.111328
	Iteration 32Q: 3 clusters Score -3980992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -3980990.750000 Penalty: 3606.111328
	Iteration 33Q: 3 clusters Score -3980991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -3980994.500000 Penalty: 3606.111328
	Iteration 34Q: 3 clusters Score -3980994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -3980996.250000 Penalty: 3606.111328
	Iteration 35Q: 3 clusters Score -3980996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -3980997.000000 Penalty: 3606.111328
	Iteration 36Q: 3 clusters Score -3980997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -3981001.000000 Penalty: 3606.111328
	Iteration 37Q: 3 clusters Score -3981001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -3981000.750000 Penalty: 3606.111328
	Iteration 38Q: 3 clusters Score -3981001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -3980998.000000 Penalty: 3606.111328
	Iteration 39Q: 3 clusters Score -3980998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -3981005.250000 Penalty: 3606.111328
	Iteration 40F: 3 clusters Score -3981005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -3981002.000000 Penalty: 3606.111328
	Iteration 41Q: 3 clusters Score -3981002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -3981007.500000 Penalty: 3606.111328
	Iteration 42Q: 3 clusters Score -3981008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -3981012.250000 Penalty: 3606.111328
	Iteration 43Q: 3 clusters Score -3981012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -3981016.000000 Penalty: 3606.111328
	Iteration 44Q: 3 clusters Score -3981016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -3981013.750000 Penalty: 3606.111328
	Iteration 45Q: 3 clusters Score -3981014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -3981009.250000 Penalty: 3606.111328
	Iteration 46Q: 3 clusters Score -3981009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -3981011.000000 Penalty: 3606.111328
	Iteration 47Q: 3 clusters Score -3981011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -3981008.000000 Penalty: 3606.111328
	Iteration 48Q: 3 clusters Score -3981008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -3981008.000000 Penalty: 3606.111328
	Iteration 49Q: 3 clusters Score -3981008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -3981013.500000 Penalty: 3606.111328
	Iteration 50Q: 3 clusters Score -3981014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -3981009.750000 Penalty: 3606.111328
	Iteration 51Q: 3 clusters Score -3981010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -3981009.750000 Penalty: 3606.111328
	Iteration 52F: 3 clusters Score -3981010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Entering Unmasked Estep 
Score: -1062556.375000 Penalty: 1614.702759
	Iteration 0F: 2 clusters Score -1062556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1048401.937500 Penalty: 3229.405518
	Iteration 0F: 3 clusters Score -1048402 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1053689.000000 Penalty: 3229.405518
	Iteration 1F: 3 clusters Score -1053689 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1054104.875000 Penalty: 3229.405518
	Iteration 2F: 3 clusters Score -1054105 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1054532.875000 Penalty: 3229.405518
	Iteration 3Q: 3 clusters Score -1054533 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1054974.750000 Penalty: 3229.405518
	Iteration 4Q: 3 clusters Score -1054975 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1055474.375000 Penalty: 3229.405518
	Iteration 5Q: 3 clusters Score -1055474 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1055983.000000 Penalty: 3229.405518
	Iteration 6Q: 3 clusters Score -1055983 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1056457.875000 Penalty: 3229.405518
	Iteration 7Q: 3 clusters Score -1056458 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1056976.750000 Penalty: 3229.405518
	Iteration 8Q: 3 clusters Score -1056977 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1057518.625000 Penalty: 3229.405518
	Iteration 9Q: 3 clusters Score -1057519 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1058102.500000 Penalty: 3229.405518
	Iteration 10Q: 3 clusters Score -1058102 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1058739.875000 Penalty: 3229.405518
	Iteration 11Q: 3 clusters Score -1058740 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1059298.000000 Penalty: 3229.405518
	Iteration 12Q: 3 clusters Score -1059298 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1059811.250000 Penalty: 3229.405518
	Iteration 13Q: 3 clusters Score -1059811 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1060218.500000 Penalty: 3229.405518
	Iteration 14Q: 3 clusters Score -1060218 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1060499.000000 Penalty: 3229.405518
	Iteration 15Q: 3 clusters Score -1060499 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1060698.875000 Penalty: 3229.405518
	Iteration 16Q: 3 clusters Score -1060699 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1060850.625000 Penalty: 3229.405518
	Iteration 17Q: 3 clusters Score -1060851 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1060979.625000 Penalty: 3229.405518
	Iteration 18Q: 3 clusters Score -1060980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1061072.625000 Penalty: 3229.405518
	Iteration 19Q: 3 clusters Score -1061073 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1061172.000000 Penalty: 3229.405518
	Iteration 20F: 3 clusters Score -1061172 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1061250.000000 Penalty: 3229.405518
	Iteration 21Q: 3 clusters Score -1061250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1061312.875000 Penalty: 3229.405518
	Iteration 22Q: 3 clusters Score -1061313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1061354.250000 Penalty: 3229.405518
	Iteration 23Q: 3 clusters Score -1061354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1061387.500000 Penalty: 3229.405518
	Iteration 24Q: 3 clusters Score -1061388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1061414.250000 Penalty: 3229.405518
	Iteration 25Q: 3 clusters Score -1061414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1061439.750000 Penalty: 3229.405518
	Iteration 26Q: 3 clusters Score -1061440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1061459.500000 Penalty: 3229.405518
	Iteration 27Q: 3 clusters Score -1061460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1061470.625000 Penalty: 3229.405518
	Iteration 28Q: 3 clusters Score -1061471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1061481.250000 Penalty: 3229.405518
	Iteration 29Q: 3 clusters Score -1061481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1061490.875000 Penalty: 3229.405518
	Iteration 30Q: 3 clusters Score -1061491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1061501.000000 Penalty: 3229.405518
	Iteration 31Q: 3 clusters Score -1061501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1061508.375000 Penalty: 3229.405518
	Iteration 32Q: 3 clusters Score -1061508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1061518.375000 Penalty: 3229.405518
	Iteration 33Q: 3 clusters Score -1061518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1061528.875000 Penalty: 3229.405518
	Iteration 34Q: 3 clusters Score -1061529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1061532.875000 Penalty: 3229.405518
	Iteration 35Q: 3 clusters Score -1061533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1061538.125000 Penalty: 3229.405518
	Iteration 36Q: 3 clusters Score -1061538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1061542.750000 Penalty: 3229.405518
	Iteration 37Q: 3 clusters Score -1061543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1061543.875000 Penalty: 3229.405518
	Iteration 38Q: 3 clusters Score -1061544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1061545.250000 Penalty: 3229.405518
	Iteration 39Q: 3 clusters Score -1061545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1061546.375000 Penalty: 3229.405518
	Iteration 40F: 3 clusters Score -1061546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1061546.750000 Penalty: 3229.405518
	Iteration 41Q: 3 clusters Score -1061547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1061546.375000 Penalty: 3229.405518
	Iteration 42Q: 3 clusters Score -1061546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1061547.750000 Penalty: 3229.405518
	Iteration 43Q: 3 clusters Score -1061548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1061547.500000 Penalty: 3229.405518
	Iteration 44Q: 3 clusters Score -1061548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1061547.000000 Penalty: 3229.405518
	Iteration 45Q: 3 clusters Score -1061547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1061547.875000 Penalty: 3229.405518
	Iteration 46Q: 3 clusters Score -1061548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1061550.250000 Penalty: 3229.405518
	Iteration 47Q: 3 clusters Score -1061550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1061548.625000 Penalty: 3229.405518
	Iteration 48Q: 3 clusters Score -1061549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1061551.125000 Penalty: 3229.405518
	Iteration 49Q: 3 clusters Score -1061551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1061553.625000 Penalty: 3229.405518
	Iteration 50Q: 3 clusters Score -1061554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1061551.750000 Penalty: 3229.405518
	Iteration 51Q: 3 clusters Score -1061552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1061553.500000 Penalty: 3229.405518
	Iteration 52Q: 3 clusters Score -1061554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1061554.750000 Penalty: 3229.405518
	Iteration 53Q: 3 clusters Score -1061555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1061555.250000 Penalty: 3229.405518
	Iteration 54Q: 3 clusters Score -1061555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1061555.375000 Penalty: 3229.405518
	Iteration 55Q: 3 clusters Score -1061555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1061560.000000 Penalty: 3229.405518
	Iteration 56Q: 3 clusters Score -1061560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1061560.500000 Penalty: 3229.405518
	Iteration 57Q: 3 clusters Score -1061560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1061562.375000 Penalty: 3229.405518
	Iteration 58Q: 3 clusters Score -1061562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1061566.625000 Penalty: 3229.405518
	Iteration 59Q: 3 clusters Score -1061567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1061567.750000 Penalty: 3229.405518
	Iteration 60F: 3 clusters Score -1061568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1061569.125000 Penalty: 3229.405518
	Iteration 61Q: 3 clusters Score -1061569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1061570.750000 Penalty: 3229.405518
	Iteration 62Q: 3 clusters Score -1061571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1061571.750000 Penalty: 3229.405518
	Iteration 63Q: 3 clusters Score -1061572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1061571.750000 Penalty: 3229.405518
	Iteration 64F: 3 clusters Score -1061572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Entering Unmasked Estep 
Score: -522909.468750 Penalty: 1470.385620
	Iteration 0F: 2 clusters Score -522909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -516686.937500 Penalty: 2940.771240
	Iteration 0F: 3 clusters Score -516686.9 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -518614.531250 Penalty: 2940.771240
	Iteration 1F: 3 clusters Score -518614.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -518832.000000 Penalty: 2940.771240
	Iteration 2F: 3 clusters Score -518832 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -518971.062500 Penalty: 2940.771240
	Iteration 3Q: 3 clusters Score -518971.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -519069.093750 Penalty: 2940.771240
	Iteration 4Q: 3 clusters Score -519069.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -519152.812500 Penalty: 2940.771240
	Iteration 5Q: 3 clusters Score -519152.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -519226.281250 Penalty: 2940.771240
	Iteration 6Q: 3 clusters Score -519226.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -519310.937500 Penalty: 2940.771240
	Iteration 7Q: 3 clusters Score -519310.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -519422.437500 Penalty: 2940.771240
	Iteration 8Q: 3 clusters Score -519422.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -519537.187500 Penalty: 2940.771240
	Iteration 9Q: 3 clusters Score -519537.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -519681.218750 Penalty: 2940.771240
	Iteration 10Q: 3 clusters Score -519681.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -519887.156250 Penalty: 2940.771240
	Iteration 11Q: 3 clusters Score -519887.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -520145.187500 Penalty: 2940.771240
	Iteration 12Q: 3 clusters Score -520145.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -520439.625000 Penalty: 2940.771240
	Iteration 13Q: 3 clusters Score -520439.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -520752.625000 Penalty: 2940.771240
	Iteration 14Q: 3 clusters Score -520752.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -521025.906250 Penalty: 2940.771240
	Iteration 15Q: 3 clusters Score -521025.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -521225.000000 Penalty: 2940.771240
	Iteration 16Q: 3 clusters Score -521225 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -521360.656250 Penalty: 2940.771240
	Iteration 17Q: 3 clusters Score -521360.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -521437.562500 Penalty: 2940.771240
	Iteration 18Q: 3 clusters Score -521437.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -521490.625000 Penalty: 2940.771240
	Iteration 19Q: 3 clusters Score -521490.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -521528.750000 Penalty: 2940.771240
	Iteration 20F: 3 clusters Score -521528.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -521553.875000 Penalty: 2940.771240
	Iteration 21Q: 3 clusters Score -521553.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -521577.031250 Penalty: 2940.771240
	Iteration 22Q: 3 clusters Score -521577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -521586.718750 Penalty: 2940.771240
	Iteration 23Q: 3 clusters Score -521586.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -521597.843750 Penalty: 2940.771240
	Iteration 24Q: 3 clusters Score -521597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -521601.156250 Penalty: 2940.771240
	Iteration 25Q: 3 clusters Score -521601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -521604.968750 Penalty: 2940.771240
	Iteration 26Q: 3 clusters Score -521605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -521608.500000 Penalty: 2940.771240
	Iteration 27Q: 3 clusters Score -521608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -521612.343750 Penalty: 2940.771240
	Iteration 28Q: 3 clusters Score -521612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -521613.531250 Penalty: 2940.771240
	Iteration 29Q: 3 clusters Score -521613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -521616.093750 Penalty: 2940.771240
	Iteration 30Q: 3 clusters Score -521616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -521619.187500 Penalty: 2940.771240
	Iteration 31Q: 3 clusters Score -521619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -521621.781250 Penalty: 2940.771240
	Iteration 32Q: 3 clusters Score -521621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -521623.375000 Penalty: 2940.771240
	Iteration 33Q: 3 clusters Score -521623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -521624.156250 Penalty: 2940.771240
	Iteration 34Q: 3 clusters Score -521624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -521624.156250 Penalty: 2940.771240
	Iteration 35F: 3 clusters Score -521624.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -194201.671875 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -194201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -191205.578125 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -191205.6 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -192003.859375 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -192003.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -192332.437500 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -192332.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -192679.421875 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -192679.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -193106.437500 Penalty: 2651.982666
	Iteration 4F: 3 clusters Score -193106.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -193673.640625 Penalty: 2651.982666
	Iteration 5F: 3 clusters Score -193673.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -194201.500000 Penalty: 2651.982666
	Iteration 6F: 3 clusters Score -194201.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -194559.796875 Penalty: 2651.982666
	Iteration 7F: 3 clusters Score -194559.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194731.687500 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -194731.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194810.671875 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -194810.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -194856.203125 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -194856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194890.625000 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -194890.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194899.859375 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -194899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -194902.203125 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -194902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194902.375000 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -194902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194903.843750 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -194903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194904.500000 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -194904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194904.500000 Penalty: 2651.982666
	Iteration 17F: 3 clusters Score -194904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68459 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23001 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 1190 members 
Entering Unmasked Estep 
Score: -30941032.000000 Penalty: 94501.125000
Splitting cluster 20 changes total score from -30941090.000000 to -30941032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -355703.343750 Penalty: 1432.883179
	Iteration 0F: 2 clusters Score -355703.3 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 3375 members 
Entering Unmasked Estep 
Score: -350622.906250 Penalty: 2865.766357
	Iteration 0F: 3 clusters Score -350622.9 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -352209.531250 Penalty: 2865.766357
	Iteration 1F: 3 clusters Score -352209.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -352455.562500 Penalty: 2865.766357
	Iteration 2F: 3 clusters Score -352455.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -352642.593750 Penalty: 2865.766357
	Iteration 3F: 3 clusters Score -352642.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -352791.812500 Penalty: 2865.766357
	Iteration 4Q: 3 clusters Score -352791.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -352928.343750 Penalty: 2865.766357
	Iteration 5Q: 3 clusters Score -352928.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -353065.937500 Penalty: 2865.766357
	Iteration 6Q: 3 clusters Score -353065.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -353214.625000 Penalty: 2865.766357
	Iteration 7Q: 3 clusters Score -353214.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -353353.656250 Penalty: 2865.766357
	Iteration 8Q: 3 clusters Score -353353.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -353479.031250 Penalty: 2865.766357
	Iteration 9Q: 3 clusters Score -353479 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -353593.750000 Penalty: 2865.766357
	Iteration 10Q: 3 clusters Score -353593.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -353723.968750 Penalty: 2865.766357
	Iteration 11Q: 3 clusters Score -353724 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -353851.468750 Penalty: 2865.766357
	Iteration 12Q: 3 clusters Score -353851.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -353994.125000 Penalty: 2865.766357
	Iteration 13Q: 3 clusters Score -353994.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -354084.406250 Penalty: 2865.766357
	Iteration 14Q: 3 clusters Score -354084.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -354172.687500 Penalty: 2865.766357
	Iteration 15Q: 3 clusters Score -354172.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -354242.812500 Penalty: 2865.766357
	Iteration 16Q: 3 clusters Score -354242.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -354298.406250 Penalty: 2865.766357
	Iteration 17Q: 3 clusters Score -354298.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354338.875000 Penalty: 2865.766357
	Iteration 18Q: 3 clusters Score -354338.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -354377.843750 Penalty: 2865.766357
	Iteration 19Q: 3 clusters Score -354377.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354406.312500 Penalty: 2865.766357
	Iteration 20F: 3 clusters Score -354406.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -354424.062500 Penalty: 2865.766357
	Iteration 21Q: 3 clusters Score -354424.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -354440.843750 Penalty: 2865.766357
	Iteration 22Q: 3 clusters Score -354440.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -354454.000000 Penalty: 2865.766357
	Iteration 23Q: 3 clusters Score -354454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -354462.593750 Penalty: 2865.766357
	Iteration 24Q: 3 clusters Score -354462.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -354474.375000 Penalty: 2865.766357
	Iteration 25Q: 3 clusters Score -354474.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -354487.375000 Penalty: 2865.766357
	Iteration 26Q: 3 clusters Score -354487.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -354497.093750 Penalty: 2865.766357
	Iteration 27Q: 3 clusters Score -354497.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -354507.968750 Penalty: 2865.766357
	Iteration 28Q: 3 clusters Score -354508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -354520.250000 Penalty: 2865.766357
	Iteration 29Q: 3 clusters Score -354520.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -354536.781250 Penalty: 2865.766357
	Iteration 30Q: 3 clusters Score -354536.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -354552.406250 Penalty: 2865.766357
	Iteration 31Q: 3 clusters Score -354552.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -354575.875000 Penalty: 2865.766357
	Iteration 32Q: 3 clusters Score -354575.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -354602.406250 Penalty: 2865.766357
	Iteration 33Q: 3 clusters Score -354602.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -354623.812500 Penalty: 2865.766357
	Iteration 34Q: 3 clusters Score -354623.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -354636.093750 Penalty: 2865.766357
	Iteration 35Q: 3 clusters Score -354636.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -354647.312500 Penalty: 2865.766357
	Iteration 36Q: 3 clusters Score -354647.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -354658.312500 Penalty: 2865.766357
	Iteration 37Q: 3 clusters Score -354658.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -354667.468750 Penalty: 2865.766357
	Iteration 38Q: 3 clusters Score -354667.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -354676.218750 Penalty: 2865.766357
	Iteration 39Q: 3 clusters Score -354676.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -354683.562500 Penalty: 2865.766357
	Iteration 40F: 3 clusters Score -354683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -354689.875000 Penalty: 2865.766357
	Iteration 41Q: 3 clusters Score -354689.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -354694.562500 Penalty: 2865.766357
	Iteration 42Q: 3 clusters Score -354694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -354702.687500 Penalty: 2865.766357
	Iteration 43Q: 3 clusters Score -354702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -354709.312500 Penalty: 2865.766357
	Iteration 44Q: 3 clusters Score -354709.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -354716.937500 Penalty: 2865.766357
	Iteration 45Q: 3 clusters Score -354716.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -354722.406250 Penalty: 2865.766357
	Iteration 46Q: 3 clusters Score -354722.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -354728.906250 Penalty: 2865.766357
	Iteration 47Q: 3 clusters Score -354728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -354737.875000 Penalty: 2865.766357
	Iteration 48Q: 3 clusters Score -354737.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -354751.593750 Penalty: 2865.766357
	Iteration 49Q: 3 clusters Score -354751.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -354760.906250 Penalty: 2865.766357
	Iteration 50Q: 3 clusters Score -354760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -354771.062500 Penalty: 2865.766357
	Iteration 51Q: 3 clusters Score -354771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -354778.125000 Penalty: 2865.766357
	Iteration 52Q: 3 clusters Score -354778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -354782.906250 Penalty: 2865.766357
	Iteration 53Q: 3 clusters Score -354782.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -354786.718750 Penalty: 2865.766357
	Iteration 54Q: 3 clusters Score -354786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -354789.562500 Penalty: 2865.766357
	Iteration 55Q: 3 clusters Score -354789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -354790.812500 Penalty: 2865.766357
	Iteration 56Q: 3 clusters Score -354790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -354792.687500 Penalty: 2865.766357
	Iteration 57Q: 3 clusters Score -354792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -354795.687500 Penalty: 2865.766357
	Iteration 58Q: 3 clusters Score -354795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -354795.531250 Penalty: 2865.766357
	Iteration 59Q: 3 clusters Score -354795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -354796.375000 Penalty: 2865.766357
	Iteration 60F: 3 clusters Score -354796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -354796.750000 Penalty: 2865.766357
	Iteration 61Q: 3 clusters Score -354796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -354796.718750 Penalty: 2865.766357
	Iteration 62Q: 3 clusters Score -354796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -354796.718750 Penalty: 2865.766357
	Iteration 63F: 3 clusters Score -354796.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -307735.375000 Penalty: 1390.354736
	Iteration 0F: 2 clusters Score -307735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -303624.093750 Penalty: 2780.709473
	Iteration 0F: 3 clusters Score -303624.1 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -304702.593750 Penalty: 2780.709473
	Iteration 1F: 3 clusters Score -304702.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -304860.937500 Penalty: 2780.709473
	Iteration 2F: 3 clusters Score -304860.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -304997.437500 Penalty: 2780.709473
	Iteration 3Q: 3 clusters Score -304997.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -305117.312500 Penalty: 2780.709473
	Iteration 4Q: 3 clusters Score -305117.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -305237.312500 Penalty: 2780.709473
	Iteration 5Q: 3 clusters Score -305237.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -305352.000000 Penalty: 2780.709473
	Iteration 6Q: 3 clusters Score -305352 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -305477.687500 Penalty: 2780.709473
	Iteration 7Q: 3 clusters Score -305477.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -305595.750000 Penalty: 2780.709473
	Iteration 8Q: 3 clusters Score -305595.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -305713.406250 Penalty: 2780.709473
	Iteration 9Q: 3 clusters Score -305713.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -305815.750000 Penalty: 2780.709473
	Iteration 10Q: 3 clusters Score -305815.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -305897.406250 Penalty: 2780.709473
	Iteration 11Q: 3 clusters Score -305897.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -305972.562500 Penalty: 2780.709473
	Iteration 12Q: 3 clusters Score -305972.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -306048.281250 Penalty: 2780.709473
	Iteration 13Q: 3 clusters Score -306048.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -306117.375000 Penalty: 2780.709473
	Iteration 14Q: 3 clusters Score -306117.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -306177.875000 Penalty: 2780.709473
	Iteration 15Q: 3 clusters Score -306177.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -306230.656250 Penalty: 2780.709473
	Iteration 16Q: 3 clusters Score -306230.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -306281.562500 Penalty: 2780.709473
	Iteration 17Q: 3 clusters Score -306281.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -306329.718750 Penalty: 2780.709473
	Iteration 18Q: 3 clusters Score -306329.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -306369.781250 Penalty: 2780.709473
	Iteration 19Q: 3 clusters Score -306369.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -306404.312500 Penalty: 2780.709473
	Iteration 20F: 3 clusters Score -306404.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -306435.031250 Penalty: 2780.709473
	Iteration 21Q: 3 clusters Score -306435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -306460.437500 Penalty: 2780.709473
	Iteration 22Q: 3 clusters Score -306460.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -306480.656250 Penalty: 2780.709473
	Iteration 23Q: 3 clusters Score -306480.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -306493.812500 Penalty: 2780.709473
	Iteration 24Q: 3 clusters Score -306493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -306504.750000 Penalty: 2780.709473
	Iteration 25Q: 3 clusters Score -306504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -306512.593750 Penalty: 2780.709473
	Iteration 26Q: 3 clusters Score -306512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -306516.562500 Penalty: 2780.709473
	Iteration 27Q: 3 clusters Score -306516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -306520.062500 Penalty: 2780.709473
	Iteration 28Q: 3 clusters Score -306520.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -306527.906250 Penalty: 2780.709473
	Iteration 29Q: 3 clusters Score -306527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -306532.937500 Penalty: 2780.709473
	Iteration 30Q: 3 clusters Score -306532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -306539.156250 Penalty: 2780.709473
	Iteration 31Q: 3 clusters Score -306539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -306542.375000 Penalty: 2780.709473
	Iteration 32Q: 3 clusters Score -306542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -306546.968750 Penalty: 2780.709473
	Iteration 33Q: 3 clusters Score -306547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -306551.718750 Penalty: 2780.709473
	Iteration 34Q: 3 clusters Score -306551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -306556.531250 Penalty: 2780.709473
	Iteration 35Q: 3 clusters Score -306556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -306556.750000 Penalty: 2780.709473
	Iteration 36Q: 3 clusters Score -306556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -306557.218750 Penalty: 2780.709473
	Iteration 37Q: 3 clusters Score -306557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -306559.750000 Penalty: 2780.709473
	Iteration 38Q: 3 clusters Score -306559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -306560.156250 Penalty: 2780.709473
	Iteration 39Q: 3 clusters Score -306560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -306560.562500 Penalty: 2780.709473
	Iteration 40F: 3 clusters Score -306560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -306561.812500 Penalty: 2780.709473
	Iteration 41Q: 3 clusters Score -306561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -306561.812500 Penalty: 2780.709473
	Iteration 42F: 3 clusters Score -306561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -123992.976562 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -123993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -121749.632812 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -121749.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -122360.281250 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -122360.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122653.859375 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -122653.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -122993.015625 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -122993 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -123289.101562 Penalty: 2507.415283
	Iteration 4F: 3 clusters Score -123289.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -123475.921875 Penalty: 2507.415283
	Iteration 5F: 3 clusters Score -123475.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123608.281250 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -123608.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123663.437500 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -123663.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123683.664062 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -123683.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123693.093750 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -123693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123698.046875 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -123698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123700.750000 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -123700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123705.460938 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -123705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123706.312500 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -123706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123707.953125 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -123708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123709.289062 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -123709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123709.500000 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -123709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123709.500000 Penalty: 2507.415283
	Iteration 17F: 3 clusters Score -123709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -27176.513672 Penalty: 1058.640869
	Iteration 0F: 2 clusters Score -27176.51 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 348 members 
Entering Unmasked Estep 
Score: -26014.222656 Penalty: 2117.281738
	Iteration 0F: 3 clusters Score -26014.22 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26309.175781 Penalty: 2117.281738
	Iteration 1F: 3 clusters Score -26309.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26464.326172 Penalty: 2117.281738
	Iteration 2F: 3 clusters Score -26464.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26585.970703 Penalty: 2117.281738
	Iteration 3F: 3 clusters Score -26585.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26711.771484 Penalty: 2117.281738
	Iteration 4F: 3 clusters Score -26711.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26850.666016 Penalty: 2117.281738
	Iteration 5Q: 3 clusters Score -26850.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26910.164062 Penalty: 2117.281738
	Iteration 6Q: 3 clusters Score -26910.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26930.972656 Penalty: 2117.281738
	Iteration 7Q: 3 clusters Score -26930.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26946.679688 Penalty: 2117.281738
	Iteration 8Q: 3 clusters Score -26946.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26960.566406 Penalty: 2117.281738
	Iteration 9Q: 3 clusters Score -26960.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26968.007812 Penalty: 2117.281738
	Iteration 10Q: 3 clusters Score -26968.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26972.125000 Penalty: 2117.281738
	Iteration 11Q: 3 clusters Score -26972.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26974.875000 Penalty: 2117.281738
	Iteration 12Q: 3 clusters Score -26974.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26976.294922 Penalty: 2117.281738
	Iteration 13Q: 3 clusters Score -26976.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26983.531250 Penalty: 2117.281738
	Iteration 14Q: 3 clusters Score -26983.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26984.720703 Penalty: 2117.281738
	Iteration 15Q: 3 clusters Score -26984.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26985.593750 Penalty: 2117.281738
	Iteration 16Q: 3 clusters Score -26985.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26986.851562 Penalty: 2117.281738
	Iteration 17Q: 3 clusters Score -26986.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26988.041016 Penalty: 2117.281738
	Iteration 18Q: 3 clusters Score -26988.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26991.984375 Penalty: 2117.281738
	Iteration 19Q: 3 clusters Score -26991.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26994.892578 Penalty: 2117.281738
	Iteration 20F: 3 clusters Score -26994.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26997.462891 Penalty: 2117.281738
	Iteration 21Q: 3 clusters Score -26997.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27001.595703 Penalty: 2117.281738
	Iteration 22Q: 3 clusters Score -27001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27007.708984 Penalty: 2117.281738
	Iteration 23Q: 3 clusters Score -27007.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27010.267578 Penalty: 2117.281738
	Iteration 24Q: 3 clusters Score -27010.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27012.031250 Penalty: 2117.281738
	Iteration 25Q: 3 clusters Score -27012.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27012.031250 Penalty: 2117.281738
	Iteration 26F: 3 clusters Score -27012.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -64129.414062 Penalty: 1144.087158
	Iteration 0F: 2 clusters Score -64129.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62633.890625 Penalty: 2288.174316
	Iteration 0F: 3 clusters Score -62633.89 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62939.656250 Penalty: 2288.174316
	Iteration 1F: 3 clusters Score -62939.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -63085.472656 Penalty: 2288.174316
	Iteration 2F: 3 clusters Score -63085.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -63305.500000 Penalty: 2288.174316
	Iteration 3F: 3 clusters Score -63305.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -63781.058594 Penalty: 2288.174316
	Iteration 4F: 3 clusters Score -63781.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -63950.789062 Penalty: 2288.174316
	Iteration 5F: 3 clusters Score -63950.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -64051.820312 Penalty: 2288.174316
	Iteration 6Q: 3 clusters Score -64051.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64091.304688 Penalty: 2288.174316
	Iteration 7Q: 3 clusters Score -64091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -64120.867188 Penalty: 2288.174316
	Iteration 8Q: 3 clusters Score -64120.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -64142.386719 Penalty: 2288.174316
	Iteration 9Q: 3 clusters Score -64142.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -64161.589844 Penalty: 2288.174316
	Iteration 10Q: 3 clusters Score -64161.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -64181.445312 Penalty: 2288.174316
	Iteration 11Q: 3 clusters Score -64181.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -64200.277344 Penalty: 2288.174316
	Iteration 12Q: 3 clusters Score -64200.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -64223.968750 Penalty: 2288.174316
	Iteration 13Q: 3 clusters Score -64223.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -64235.246094 Penalty: 2288.174316
	Iteration 14Q: 3 clusters Score -64235.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -64244.105469 Penalty: 2288.174316
	Iteration 15Q: 3 clusters Score -64244.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64250.675781 Penalty: 2288.174316
	Iteration 16Q: 3 clusters Score -64250.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -64255.777344 Penalty: 2288.174316
	Iteration 17Q: 3 clusters Score -64255.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64258.191406 Penalty: 2288.174316
	Iteration 18Q: 3 clusters Score -64258.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -64262.382812 Penalty: 2288.174316
	Iteration 19Q: 3 clusters Score -64262.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -64262.382812 Penalty: 2288.174316
	Iteration 20F: 3 clusters Score -64262.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 68459 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 24164 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 20674 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 675 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 23001 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 76149 members 
Mstep: Class 36 contains 1750 members 
Mstep: Class 37 contains 48526 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 3620 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 1222 members 
Mstep: Class 44 contains 899 members 
Entering Unmasked Estep 
Score: -30940216.000000 Penalty: 94501.125000
Splitting cluster 25 changes total score from -30941090.000000 to -30940216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -297458.031250 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -297458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -293513.500000 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -293513.5 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -294652.750000 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -294652.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -294864.812500 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -294864.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -295023.937500 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -295023.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -295150.468750 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -295150.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -295268.343750 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -295268.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -295377.187500 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -295377.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -295475.875000 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -295475.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -295577.875000 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -295577.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -295651.687500 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -295651.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -295715.812500 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -295715.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -295765.187500 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -295765.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -295805.875000 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -295805.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -295852.968750 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -295853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295893.468750 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -295893.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -295926.875000 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -295926.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295954.187500 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -295954.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -295988.500000 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -295988.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -296028.875000 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -296028.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -296065.156250 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -296065.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -296099.906250 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -296099.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -296124.031250 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -296124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -296141.375000 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -296141.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -296154.437500 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -296154.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -296161.812500 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -296161.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296168.906250 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -296168.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -296172.906250 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -296172.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -296180.625000 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -296180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -296188.750000 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -296188.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -296196.187500 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -296196.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -296205.250000 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -296205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -296211.500000 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -296211.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -296217.437500 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -296217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -296221.968750 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -296222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -296230.625000 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -296230.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -296238.343750 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -296238.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -296245.312500 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -296245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -296250.062500 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -296250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -296256.843750 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -296256.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -296264.250000 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -296264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -296267.281250 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -296267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -296271.093750 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -296271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -296273.562500 Penalty: 2757.853271
	Iteration 42Q: 3 clusters Score -296273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -296275.218750 Penalty: 2757.853271
	Iteration 43Q: 3 clusters Score -296275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -296275.343750 Penalty: 2757.853271
	Iteration 44Q: 3 clusters Score -296275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -296275.781250 Penalty: 2757.853271
	Iteration 45Q: 3 clusters Score -296275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -296275.781250 Penalty: 2757.853271
	Iteration 46F: 3 clusters Score -296275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -126191.093750 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -126191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -123909.515625 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -123909.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -124444.031250 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -124444 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -124558.890625 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -124558.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -124625.820312 Penalty: 2514.866943
	Iteration 3Q: 3 clusters Score -124625.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -124672.242188 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -124672.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -124706.523438 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -124706.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -124733.234375 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -124733.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -124754.281250 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -124754.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -124777.421875 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -124777.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -124791.187500 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -124791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -124800.351562 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -124800.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -124815.609375 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -124815.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -124832.312500 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -124832.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -124846.625000 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -124846.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -124859.867188 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -124859.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -124874.953125 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -124875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -124887.226562 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -124887.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -124902.093750 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -124902.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -124924.335938 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -124924.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -124941.554688 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -124941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -124951.929688 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -124951.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -124958.078125 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -124958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124964.843750 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -124964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124970.492188 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -124970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124974.242188 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -124974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -124978.164062 Penalty: 2514.866943
	Iteration 25Q: 3 clusters Score -124978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -124983.226562 Penalty: 2514.866943
	Iteration 26Q: 3 clusters Score -124983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -124991.101562 Penalty: 2514.866943
	Iteration 27Q: 3 clusters Score -124991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -124998.070312 Penalty: 2514.866943
	Iteration 28Q: 3 clusters Score -124998.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -125007.835938 Penalty: 2514.866943
	Iteration 29Q: 3 clusters Score -125007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -125020.859375 Penalty: 2514.866943
	Iteration 30Q: 3 clusters Score -125020.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -125040.601562 Penalty: 2514.866943
	Iteration 31Q: 3 clusters Score -125040.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -125065.093750 Penalty: 2514.866943
	Iteration 32Q: 3 clusters Score -125065.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -125083.406250 Penalty: 2514.866943
	Iteration 33Q: 3 clusters Score -125083.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -125098.421875 Penalty: 2514.866943
	Iteration 34Q: 3 clusters Score -125098.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -125112.375000 Penalty: 2514.866943
	Iteration 35Q: 3 clusters Score -125112.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -125129.796875 Penalty: 2514.866943
	Iteration 36Q: 3 clusters Score -125129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -125150.875000 Penalty: 2514.866943
	Iteration 37Q: 3 clusters Score -125150.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -125169.320312 Penalty: 2514.866943
	Iteration 38Q: 3 clusters Score -125169.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -125185.093750 Penalty: 2514.866943
	Iteration 39Q: 3 clusters Score -125185.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -125197.382812 Penalty: 2514.866943
	Iteration 40F: 3 clusters Score -125197.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -125206.656250 Penalty: 2514.866943
	Iteration 41Q: 3 clusters Score -125206.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125219.031250 Penalty: 2514.866943
	Iteration 42Q: 3 clusters Score -125219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125233.867188 Penalty: 2514.866943
	Iteration 43Q: 3 clusters Score -125233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -125241.960938 Penalty: 2514.866943
	Iteration 44Q: 3 clusters Score -125242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -125248.671875 Penalty: 2514.866943
	Iteration 45Q: 3 clusters Score -125248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -125257.789062 Penalty: 2514.866943
	Iteration 46Q: 3 clusters Score -125257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125262.867188 Penalty: 2514.866943
	Iteration 47Q: 3 clusters Score -125262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125266.734375 Penalty: 2514.866943
	Iteration 48Q: 3 clusters Score -125266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125270.117188 Penalty: 2514.866943
	Iteration 49Q: 3 clusters Score -125270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -125274.078125 Penalty: 2514.866943
	Iteration 50Q: 3 clusters Score -125274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125278.156250 Penalty: 2514.866943
	Iteration 51Q: 3 clusters Score -125278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -125279.867188 Penalty: 2514.866943
	Iteration 52Q: 3 clusters Score -125279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125282.953125 Penalty: 2514.866943
	Iteration 53Q: 3 clusters Score -125283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125286.234375 Penalty: 2514.866943
	Iteration 54Q: 3 clusters Score -125286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125286.945312 Penalty: 2514.866943
	Iteration 55Q: 3 clusters Score -125286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125286.945312 Penalty: 2514.866943
	Iteration 56F: 3 clusters Score -125286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -128502.968750 Penalty: 1254.358643
	Iteration 0F: 2 clusters Score -128503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -126252.023438 Penalty: 2508.717285
	Iteration 0F: 3 clusters Score -126252 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -126811.875000 Penalty: 2508.717285
	Iteration 1F: 3 clusters Score -126811.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -126941.750000 Penalty: 2508.717285
	Iteration 2F: 3 clusters Score -126941.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -127017.039062 Penalty: 2508.717285
	Iteration 3F: 3 clusters Score -127017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -127075.421875 Penalty: 2508.717285
	Iteration 4Q: 3 clusters Score -127075.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -127130.820312 Penalty: 2508.717285
	Iteration 5Q: 3 clusters Score -127130.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -127180.187500 Penalty: 2508.717285
	Iteration 6Q: 3 clusters Score -127180.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -127220.710938 Penalty: 2508.717285
	Iteration 7Q: 3 clusters Score -127220.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -127252.296875 Penalty: 2508.717285
	Iteration 8Q: 3 clusters Score -127252.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -127275.898438 Penalty: 2508.717285
	Iteration 9Q: 3 clusters Score -127275.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -127311.750000 Penalty: 2508.717285
	Iteration 10Q: 3 clusters Score -127311.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -127350.539062 Penalty: 2508.717285
	Iteration 11Q: 3 clusters Score -127350.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -127387.937500 Penalty: 2508.717285
	Iteration 12Q: 3 clusters Score -127387.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -127423.937500 Penalty: 2508.717285
	Iteration 13Q: 3 clusters Score -127423.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127451.906250 Penalty: 2508.717285
	Iteration 14Q: 3 clusters Score -127451.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127479.609375 Penalty: 2508.717285
	Iteration 15Q: 3 clusters Score -127479.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127506.328125 Penalty: 2508.717285
	Iteration 16Q: 3 clusters Score -127506.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -127533.914062 Penalty: 2508.717285
	Iteration 17Q: 3 clusters Score -127533.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -127559.929688 Penalty: 2508.717285
	Iteration 18Q: 3 clusters Score -127559.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -127578.468750 Penalty: 2508.717285
	Iteration 19Q: 3 clusters Score -127578.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -127587.539062 Penalty: 2508.717285
	Iteration 20F: 3 clusters Score -127587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -127596.632812 Penalty: 2508.717285
	Iteration 21Q: 3 clusters Score -127596.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -127610.617188 Penalty: 2508.717285
	Iteration 22Q: 3 clusters Score -127610.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -127627.218750 Penalty: 2508.717285
	Iteration 23Q: 3 clusters Score -127627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -127645.851562 Penalty: 2508.717285
	Iteration 24Q: 3 clusters Score -127645.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127659.445312 Penalty: 2508.717285
	Iteration 25Q: 3 clusters Score -127659.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -127675.242188 Penalty: 2508.717285
	Iteration 26Q: 3 clusters Score -127675.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127696.953125 Penalty: 2508.717285
	Iteration 27Q: 3 clusters Score -127697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -127716.210938 Penalty: 2508.717285
	Iteration 28Q: 3 clusters Score -127716.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127738.359375 Penalty: 2508.717285
	Iteration 29Q: 3 clusters Score -127738.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127766.507812 Penalty: 2508.717285
	Iteration 30Q: 3 clusters Score -127766.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127802.718750 Penalty: 2508.717285
	Iteration 31Q: 3 clusters Score -127802.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -127846.085938 Penalty: 2508.717285
	Iteration 32Q: 3 clusters Score -127846.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127886.492188 Penalty: 2508.717285
	Iteration 33Q: 3 clusters Score -127886.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -127941.242188 Penalty: 2508.717285
	Iteration 34Q: 3 clusters Score -127941.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127999.156250 Penalty: 2508.717285
	Iteration 35Q: 3 clusters Score -127999.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128044.718750 Penalty: 2508.717285
	Iteration 36Q: 3 clusters Score -128044.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128076.375000 Penalty: 2508.717285
	Iteration 37Q: 3 clusters Score -128076.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -128103.726562 Penalty: 2508.717285
	Iteration 38Q: 3 clusters Score -128103.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128121.734375 Penalty: 2508.717285
	Iteration 39Q: 3 clusters Score -128121.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128147.101562 Penalty: 2508.717285
	Iteration 40F: 3 clusters Score -128147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128185.296875 Penalty: 2508.717285
	Iteration 41Q: 3 clusters Score -128185.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128235.265625 Penalty: 2508.717285
	Iteration 42Q: 3 clusters Score -128235.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128337.515625 Penalty: 2508.717285
	Iteration 43Q: 3 clusters Score -128337.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -128416.468750 Penalty: 2508.717285
	Iteration 44Q: 3 clusters Score -128416.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128456.734375 Penalty: 2508.717285
	Iteration 45Q: 3 clusters Score -128456.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128471.929688 Penalty: 2508.717285
	Iteration 46Q: 3 clusters Score -128471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -128478.953125 Penalty: 2508.717285
	Iteration 47Q: 3 clusters Score -128479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -128487.218750 Penalty: 2508.717285
	Iteration 48Q: 3 clusters Score -128487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -128492.742188 Penalty: 2508.717285
	Iteration 49Q: 3 clusters Score -128492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -128495.375000 Penalty: 2508.717285
	Iteration 50Q: 3 clusters Score -128495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -128497.984375 Penalty: 2508.717285
	Iteration 51Q: 3 clusters Score -128498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -128499.429688 Penalty: 2508.717285
	Iteration 52Q: 3 clusters Score -128499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -128500.382812 Penalty: 2508.717285
	Iteration 53Q: 3 clusters Score -128500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -128500.382812 Penalty: 2508.717285
	Iteration 54F: 3 clusters Score -128500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -100975.578125 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -100975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -99124.359375 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -99124.36 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99668.570312 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -99668.57 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99824.648438 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -99824.65 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99928.929688 Penalty: 2427.822998
	Iteration 3F: 3 clusters Score -99928.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100005.140625 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -100005.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100060.039062 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -100060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100097.281250 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -100097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100121.453125 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -100121.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100143.390625 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -100143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100156.500000 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -100156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100160.296875 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -100160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100164.343750 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -100164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100166.289062 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -100166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100167.656250 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -100167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100168.484375 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -100168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100169.820312 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -100169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100169.820312 Penalty: 2427.822998
	Iteration 16F: 3 clusters Score -100169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -40204.421875 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -40204.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38894.113281 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -38894.11 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39172.152344 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -39172.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39298.085938 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -39298.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39379.121094 Penalty: 2200.133545
	Iteration 3F: 3 clusters Score -39379.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39449.707031 Penalty: 2200.133545
	Iteration 4F: 3 clusters Score -39449.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39508.902344 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -39508.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39573.371094 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -39573.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39620.953125 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -39620.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39639.910156 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -39639.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39660.210938 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -39660.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39687.253906 Penalty: 2200.133545
	Iteration 10Q: 3 clusters Score -39687.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39706.558594 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -39706.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39734.109375 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -39734.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39747.609375 Penalty: 2200.133545
	Iteration 13Q: 3 clusters Score -39747.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39769.218750 Penalty: 2200.133545
	Iteration 14Q: 3 clusters Score -39769.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39779.105469 Penalty: 2200.133545
	Iteration 15Q: 3 clusters Score -39779.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39786.066406 Penalty: 2200.133545
	Iteration 16Q: 3 clusters Score -39786.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39791.820312 Penalty: 2200.133545
	Iteration 17Q: 3 clusters Score -39791.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39795.750000 Penalty: 2200.133545
	Iteration 18Q: 3 clusters Score -39795.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39798.816406 Penalty: 2200.133545
	Iteration 19Q: 3 clusters Score -39798.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39803.351562 Penalty: 2200.133545
	Iteration 20F: 3 clusters Score -39803.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39804.785156 Penalty: 2200.133545
	Iteration 21Q: 3 clusters Score -39804.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39805.558594 Penalty: 2200.133545
	Iteration 22Q: 3 clusters Score -39805.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39806.109375 Penalty: 2200.133545
	Iteration 23Q: 3 clusters Score -39806.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39806.109375 Penalty: 2200.133545
	Iteration 24F: 3 clusters Score -39806.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -59555.781250 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -59555.78 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 522 members 
Entering Unmasked Estep 
Score: -58061.789062 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -58061.79 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -58271.566406 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -58271.57 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58337.914062 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -58337.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58390.953125 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -58390.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -58416.824219 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -58416.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -58449.671875 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -58449.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58471.085938 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -58471.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58487.128906 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -58487.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -58495.429688 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -58495.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58501.785156 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -58501.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58515.753906 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -58515.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58532.527344 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -58532.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58546.449219 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -58546.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58560.207031 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -58560.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58570.644531 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -58570.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58584.914062 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -58584.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58588.753906 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -58588.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58593.347656 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -58593.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58603.441406 Penalty: 2260.257568
	Iteration 18Q: 3 clusters Score -58603.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58614.890625 Penalty: 2260.257568
	Iteration 19Q: 3 clusters Score -58614.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58631.304688 Penalty: 2260.257568
	Iteration 20F: 3 clusters Score -58631.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58646.746094 Penalty: 2260.257568
	Iteration 21Q: 3 clusters Score -58646.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58659.468750 Penalty: 2260.257568
	Iteration 22Q: 3 clusters Score -58659.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58667.875000 Penalty: 2260.257568
	Iteration 23Q: 3 clusters Score -58667.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -58675.730469 Penalty: 2260.257568
	Iteration 24Q: 3 clusters Score -58675.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58683.015625 Penalty: 2260.257568
	Iteration 25Q: 3 clusters Score -58683.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58690.027344 Penalty: 2260.257568
	Iteration 26Q: 3 clusters Score -58690.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58702.304688 Penalty: 2260.257568
	Iteration 27Q: 3 clusters Score -58702.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58710.277344 Penalty: 2260.257568
	Iteration 28Q: 3 clusters Score -58710.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58720.140625 Penalty: 2260.257568
	Iteration 29Q: 3 clusters Score -58720.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -58728.921875 Penalty: 2260.257568
	Iteration 30Q: 3 clusters Score -58728.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -58737.589844 Penalty: 2260.257568
	Iteration 31Q: 3 clusters Score -58737.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58740.257812 Penalty: 2260.257568
	Iteration 32Q: 3 clusters Score -58740.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58745.085938 Penalty: 2260.257568
	Iteration 33Q: 3 clusters Score -58745.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58748.859375 Penalty: 2260.257568
	Iteration 34Q: 3 clusters Score -58748.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58750.277344 Penalty: 2260.257568
	Iteration 35Q: 3 clusters Score -58750.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58751.738281 Penalty: 2260.257568
	Iteration 36Q: 3 clusters Score -58751.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58751.738281 Penalty: 2260.257568
	Iteration 37F: 3 clusters Score -58751.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Entering Unmasked Estep 
Score: -1396061.250000 Penalty: 1632.035156
	Iteration 0F: 2 clusters Score -1396061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1380390.375000 Penalty: 3264.070312
	Iteration 0F: 3 clusters Score -1380390 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1386388.125000 Penalty: 3264.070312
	Iteration 1F: 3 clusters Score -1386388 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1386949.750000 Penalty: 3264.070312
	Iteration 2F: 3 clusters Score -1386950 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1387609.375000 Penalty: 3264.070312
	Iteration 3F: 3 clusters Score -1387609 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1388382.625000 Penalty: 3264.070312
	Iteration 4F: 3 clusters Score -1388383 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1389335.125000 Penalty: 3264.070312
	Iteration 5F: 3 clusters Score -1389335 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1390429.250000 Penalty: 3264.070312
	Iteration 6F: 3 clusters Score -1390429 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1391588.375000 Penalty: 3264.070312
	Iteration 7F: 3 clusters Score -1391588 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1392571.125000 Penalty: 3264.070312
	Iteration 8Q: 3 clusters Score -1392571 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1393214.625000 Penalty: 3264.070312
	Iteration 9Q: 3 clusters Score -1393215 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1393610.625000 Penalty: 3264.070312
	Iteration 10Q: 3 clusters Score -1393611 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1393879.000000 Penalty: 3264.070312
	Iteration 11Q: 3 clusters Score -1393879 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1394079.625000 Penalty: 3264.070312
	Iteration 12Q: 3 clusters Score -1394080 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1394221.625000 Penalty: 3264.070312
	Iteration 13Q: 3 clusters Score -1394222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1394330.375000 Penalty: 3264.070312
	Iteration 14Q: 3 clusters Score -1394330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1394405.875000 Penalty: 3264.070312
	Iteration 15Q: 3 clusters Score -1394406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1394463.500000 Penalty: 3264.070312
	Iteration 16Q: 3 clusters Score -1394464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1394529.750000 Penalty: 3264.070312
	Iteration 17Q: 3 clusters Score -1394530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1394578.000000 Penalty: 3264.070312
	Iteration 18Q: 3 clusters Score -1394578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1394608.500000 Penalty: 3264.070312
	Iteration 19Q: 3 clusters Score -1394608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1394635.250000 Penalty: 3264.070312
	Iteration 20F: 3 clusters Score -1394635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1394661.000000 Penalty: 3264.070312
	Iteration 21Q: 3 clusters Score -1394661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1394680.625000 Penalty: 3264.070312
	Iteration 22Q: 3 clusters Score -1394681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1394694.500000 Penalty: 3264.070312
	Iteration 23Q: 3 clusters Score -1394694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1394699.750000 Penalty: 3264.070312
	Iteration 24Q: 3 clusters Score -1394700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1394711.125000 Penalty: 3264.070312
	Iteration 25Q: 3 clusters Score -1394711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1394725.000000 Penalty: 3264.070312
	Iteration 26Q: 3 clusters Score -1394725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1394737.625000 Penalty: 3264.070312
	Iteration 27Q: 3 clusters Score -1394738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1394748.125000 Penalty: 3264.070312
	Iteration 28Q: 3 clusters Score -1394748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1394757.750000 Penalty: 3264.070312
	Iteration 29Q: 3 clusters Score -1394758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1394761.625000 Penalty: 3264.070312
	Iteration 30Q: 3 clusters Score -1394762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1394765.625000 Penalty: 3264.070312
	Iteration 31Q: 3 clusters Score -1394766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1394768.750000 Penalty: 3264.070312
	Iteration 32Q: 3 clusters Score -1394769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1394772.875000 Penalty: 3264.070312
	Iteration 33Q: 3 clusters Score -1394773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1394776.750000 Penalty: 3264.070312
	Iteration 34Q: 3 clusters Score -1394777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1394777.750000 Penalty: 3264.070312
	Iteration 35Q: 3 clusters Score -1394778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1394777.250000 Penalty: 3264.070312
	Iteration 36Q: 3 clusters Score -1394777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1394778.375000 Penalty: 3264.070312
	Iteration 37Q: 3 clusters Score -1394778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1394784.750000 Penalty: 3264.070312
	Iteration 38Q: 3 clusters Score -1394785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1394788.625000 Penalty: 3264.070312
	Iteration 39Q: 3 clusters Score -1394789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1394789.625000 Penalty: 3264.070312
	Iteration 40F: 3 clusters Score -1394790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1394793.250000 Penalty: 3264.070312
	Iteration 41Q: 3 clusters Score -1394793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1394794.625000 Penalty: 3264.070312
	Iteration 42Q: 3 clusters Score -1394795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1394793.125000 Penalty: 3264.070312
	Iteration 43Q: 3 clusters Score -1394793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1394792.500000 Penalty: 3264.070312
	Iteration 44Q: 3 clusters Score -1394792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1394794.000000 Penalty: 3264.070312
	Iteration 45Q: 3 clusters Score -1394794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1394795.250000 Penalty: 3264.070312
	Iteration 46Q: 3 clusters Score -1394795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1394796.875000 Penalty: 3264.070312
	Iteration 47Q: 3 clusters Score -1394797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1394796.875000 Penalty: 3264.070312
	Iteration 48F: 3 clusters Score -1394797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -181264.656250 Penalty: 1313.591064
	Iteration 0F: 2 clusters Score -181264.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -178360.765625 Penalty: 2627.182129
	Iteration 0F: 3 clusters Score -178360.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -179062.125000 Penalty: 2627.182129
	Iteration 1F: 3 clusters Score -179062.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -179224.656250 Penalty: 2627.182129
	Iteration 2F: 3 clusters Score -179224.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -179339.812500 Penalty: 2627.182129
	Iteration 3Q: 3 clusters Score -179339.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -179452.343750 Penalty: 2627.182129
	Iteration 4Q: 3 clusters Score -179452.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -179598.562500 Penalty: 2627.182129
	Iteration 5Q: 3 clusters Score -179598.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -179759.234375 Penalty: 2627.182129
	Iteration 6F: 3 clusters Score -179759.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -179930.718750 Penalty: 2627.182129
	Iteration 7F: 3 clusters Score -179930.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -180042.234375 Penalty: 2627.182129
	Iteration 8Q: 3 clusters Score -180042.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -180122.046875 Penalty: 2627.182129
	Iteration 9Q: 3 clusters Score -180122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -180199.500000 Penalty: 2627.182129
	Iteration 10Q: 3 clusters Score -180199.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -180253.296875 Penalty: 2627.182129
	Iteration 11Q: 3 clusters Score -180253.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -180292.328125 Penalty: 2627.182129
	Iteration 12Q: 3 clusters Score -180292.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -180317.953125 Penalty: 2627.182129
	Iteration 13Q: 3 clusters Score -180318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -180343.390625 Penalty: 2627.182129
	Iteration 14Q: 3 clusters Score -180343.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -180367.578125 Penalty: 2627.182129
	Iteration 15Q: 3 clusters Score -180367.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -180394.703125 Penalty: 2627.182129
	Iteration 16Q: 3 clusters Score -180394.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -180420.250000 Penalty: 2627.182129
	Iteration 17Q: 3 clusters Score -180420.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -180436.718750 Penalty: 2627.182129
	Iteration 18Q: 3 clusters Score -180436.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -180450.718750 Penalty: 2627.182129
	Iteration 19Q: 3 clusters Score -180450.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -180460.921875 Penalty: 2627.182129
	Iteration 20F: 3 clusters Score -180460.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -180471.156250 Penalty: 2627.182129
	Iteration 21Q: 3 clusters Score -180471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -180482.421875 Penalty: 2627.182129
	Iteration 22Q: 3 clusters Score -180482.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -180494.578125 Penalty: 2627.182129
	Iteration 23Q: 3 clusters Score -180494.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -180506.890625 Penalty: 2627.182129
	Iteration 24Q: 3 clusters Score -180506.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -180520.671875 Penalty: 2627.182129
	Iteration 25Q: 3 clusters Score -180520.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -180529.015625 Penalty: 2627.182129
	Iteration 26Q: 3 clusters Score -180529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -180537.468750 Penalty: 2627.182129
	Iteration 27Q: 3 clusters Score -180537.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -180549.312500 Penalty: 2627.182129
	Iteration 28Q: 3 clusters Score -180549.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -180563.531250 Penalty: 2627.182129
	Iteration 29Q: 3 clusters Score -180563.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -180579.078125 Penalty: 2627.182129
	Iteration 30Q: 3 clusters Score -180579.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -180599.125000 Penalty: 2627.182129
	Iteration 31Q: 3 clusters Score -180599.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -180618.562500 Penalty: 2627.182129
	Iteration 32Q: 3 clusters Score -180618.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -180629.250000 Penalty: 2627.182129
	Iteration 33Q: 3 clusters Score -180629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -180639.546875 Penalty: 2627.182129
	Iteration 34Q: 3 clusters Score -180639.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -180647.687500 Penalty: 2627.182129
	Iteration 35Q: 3 clusters Score -180647.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -180652.328125 Penalty: 2627.182129
	Iteration 36Q: 3 clusters Score -180652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -180655.000000 Penalty: 2627.182129
	Iteration 37Q: 3 clusters Score -180655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -180657.234375 Penalty: 2627.182129
	Iteration 38Q: 3 clusters Score -180657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -180659.812500 Penalty: 2627.182129
	Iteration 39Q: 3 clusters Score -180659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -180668.109375 Penalty: 2627.182129
	Iteration 40F: 3 clusters Score -180668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -180672.078125 Penalty: 2627.182129
	Iteration 41Q: 3 clusters Score -180672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -180675.796875 Penalty: 2627.182129
	Iteration 42Q: 3 clusters Score -180675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -180677.937500 Penalty: 2627.182129
	Iteration 43Q: 3 clusters Score -180677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -180679.453125 Penalty: 2627.182129
	Iteration 44Q: 3 clusters Score -180679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -180682.437500 Penalty: 2627.182129
	Iteration 45Q: 3 clusters Score -180682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -180686.078125 Penalty: 2627.182129
	Iteration 46Q: 3 clusters Score -180686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -180689.453125 Penalty: 2627.182129
	Iteration 47Q: 3 clusters Score -180689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -180691.046875 Penalty: 2627.182129
	Iteration 48Q: 3 clusters Score -180691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -180691.187500 Penalty: 2627.182129
	Iteration 49Q: 3 clusters Score -180691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -180691.953125 Penalty: 2627.182129
	Iteration 50Q: 3 clusters Score -180692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -180691.953125 Penalty: 2627.182129
	Iteration 51F: 3 clusters Score -180692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -213307.312500 Penalty: 1328.435059
	Iteration 0F: 2 clusters Score -213307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -210268.156250 Penalty: 2656.870117
	Iteration 0F: 3 clusters Score -210268.2 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -211074.500000 Penalty: 2656.870117
	Iteration 1F: 3 clusters Score -211074.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -211271.203125 Penalty: 2656.870117
	Iteration 2F: 3 clusters Score -211271.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -211459.328125 Penalty: 2656.870117
	Iteration 3F: 3 clusters Score -211459.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -211671.468750 Penalty: 2656.870117
	Iteration 4F: 3 clusters Score -211671.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -211882.562500 Penalty: 2656.870117
	Iteration 5F: 3 clusters Score -211882.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212059.265625 Penalty: 2656.870117
	Iteration 6F: 3 clusters Score -212059.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -212218.000000 Penalty: 2656.870117
	Iteration 7F: 3 clusters Score -212218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -212347.734375 Penalty: 2656.870117
	Iteration 8Q: 3 clusters Score -212347.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -212454.984375 Penalty: 2656.870117
	Iteration 9Q: 3 clusters Score -212455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212527.750000 Penalty: 2656.870117
	Iteration 10Q: 3 clusters Score -212527.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212580.187500 Penalty: 2656.870117
	Iteration 11Q: 3 clusters Score -212580.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -212614.734375 Penalty: 2656.870117
	Iteration 12Q: 3 clusters Score -212614.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -212630.484375 Penalty: 2656.870117
	Iteration 13Q: 3 clusters Score -212630.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -212639.453125 Penalty: 2656.870117
	Iteration 14Q: 3 clusters Score -212639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -212642.984375 Penalty: 2656.870117
	Iteration 15Q: 3 clusters Score -212643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -212645.968750 Penalty: 2656.870117
	Iteration 16Q: 3 clusters Score -212646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -212650.625000 Penalty: 2656.870117
	Iteration 17Q: 3 clusters Score -212650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -212653.453125 Penalty: 2656.870117
	Iteration 18Q: 3 clusters Score -212653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -212654.531250 Penalty: 2656.870117
	Iteration 19Q: 3 clusters Score -212654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -212657.343750 Penalty: 2656.870117
	Iteration 20F: 3 clusters Score -212657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -212658.968750 Penalty: 2656.870117
	Iteration 21Q: 3 clusters Score -212659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -212660.640625 Penalty: 2656.870117
	Iteration 22Q: 3 clusters Score -212660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -212661.609375 Penalty: 2656.870117
	Iteration 23Q: 3 clusters Score -212661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -212662.109375 Penalty: 2656.870117
	Iteration 24Q: 3 clusters Score -212662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -212662.109375 Penalty: 2656.870117
	Iteration 25F: 3 clusters Score -212662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (76149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Entering Unmasked Estep 
Score: -4617085.000000 Penalty: 1826.572632
	Iteration 0F: 2 clusters Score -4617085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4566324.000000 Penalty: 3653.145264
	Iteration 0F: 3 clusters Score -4566324 nChanged 36140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4587189.500000 Penalty: 3653.145264
	Iteration 1F: 3 clusters Score -4587190 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4588130.500000 Penalty: 3653.145264
	Iteration 2Q: 3 clusters Score -4588130 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4589553.000000 Penalty: 3653.145264
	Iteration 3Q: 3 clusters Score -4589553 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4591539.500000 Penalty: 3653.145264
	Iteration 4Q: 3 clusters Score -4591540 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4594272.000000 Penalty: 3653.145264
	Iteration 5F: 3 clusters Score -4594272 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4597647.500000 Penalty: 3653.145264
	Iteration 6F: 3 clusters Score -4597648 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4601225.500000 Penalty: 3653.145264
	Iteration 7F: 3 clusters Score -4601226 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4604422.000000 Penalty: 3653.145264
	Iteration 8F: 3 clusters Score -4604422 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4606898.500000 Penalty: 3653.145264
	Iteration 9F: 3 clusters Score -4606898 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4608961.000000 Penalty: 3653.145264
	Iteration 10Q: 3 clusters Score -4608961 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4610626.500000 Penalty: 3653.145264
	Iteration 11Q: 3 clusters Score -4610626 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4612019.500000 Penalty: 3653.145264
	Iteration 12Q: 3 clusters Score -4612020 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4613114.500000 Penalty: 3653.145264
	Iteration 13Q: 3 clusters Score -4613114 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4613837.500000 Penalty: 3653.145264
	Iteration 14Q: 3 clusters Score -4613838 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4614392.000000 Penalty: 3653.145264
	Iteration 15Q: 3 clusters Score -4614392 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4614742.000000 Penalty: 3653.145264
	Iteration 16Q: 3 clusters Score -4614742 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4615008.500000 Penalty: 3653.145264
	Iteration 17Q: 3 clusters Score -4615008 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4615194.500000 Penalty: 3653.145264
	Iteration 18Q: 3 clusters Score -4615194 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4615299.000000 Penalty: 3653.145264
	Iteration 19Q: 3 clusters Score -4615299 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4615375.000000 Penalty: 3653.145264
	Iteration 20F: 3 clusters Score -4615375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4615418.500000 Penalty: 3653.145264
	Iteration 21Q: 3 clusters Score -4615418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4615475.000000 Penalty: 3653.145264
	Iteration 22Q: 3 clusters Score -4615475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4615484.000000 Penalty: 3653.145264
	Iteration 23Q: 3 clusters Score -4615484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4615501.000000 Penalty: 3653.145264
	Iteration 24Q: 3 clusters Score -4615501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4615529.000000 Penalty: 3653.145264
	Iteration 25Q: 3 clusters Score -4615529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4615534.000000 Penalty: 3653.145264
	Iteration 26Q: 3 clusters Score -4615534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4615539.000000 Penalty: 3653.145264
	Iteration 27Q: 3 clusters Score -4615539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4615547.000000 Penalty: 3653.145264
	Iteration 28Q: 3 clusters Score -4615547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4615548.000000 Penalty: 3653.145264
	Iteration 29Q: 3 clusters Score -4615548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4615556.000000 Penalty: 3653.145264
	Iteration 30Q: 3 clusters Score -4615556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4615574.000000 Penalty: 3653.145264
	Iteration 31Q: 3 clusters Score -4615574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4615574.500000 Penalty: 3653.145264
	Iteration 32Q: 3 clusters Score -4615574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4615578.500000 Penalty: 3653.145264
	Iteration 33Q: 3 clusters Score -4615578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4615583.500000 Penalty: 3653.145264
	Iteration 34Q: 3 clusters Score -4615584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4615583.500000 Penalty: 3653.145264
	Iteration 35Q: 3 clusters Score -4615584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4615582.000000 Penalty: 3653.145264
	Iteration 36Q: 3 clusters Score -4615582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4615586.000000 Penalty: 3653.145264
	Iteration 37Q: 3 clusters Score -4615586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4615589.500000 Penalty: 3653.145264
	Iteration 38Q: 3 clusters Score -4615590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4615600.500000 Penalty: 3653.145264
	Iteration 39Q: 3 clusters Score -4615600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4615603.500000 Penalty: 3653.145264
	Iteration 40F: 3 clusters Score -4615604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4615602.000000 Penalty: 3653.145264
	Iteration 41Q: 3 clusters Score -4615602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4615602.000000 Penalty: 3653.145264
	Iteration 42F: 3 clusters Score -4615602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -89923.804688 Penalty: 1213.447754
	Iteration 0F: 2 clusters Score -89923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -88022.882812 Penalty: 2426.895508
	Iteration 0F: 3 clusters Score -88022.88 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -88445.648438 Penalty: 2426.895508
	Iteration 1F: 3 clusters Score -88445.65 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -88596.750000 Penalty: 2426.895508
	Iteration 2F: 3 clusters Score -88596.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -88776.617188 Penalty: 2426.895508
	Iteration 3F: 3 clusters Score -88776.62 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -88955.328125 Penalty: 2426.895508
	Iteration 4F: 3 clusters Score -88955.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -89077.492188 Penalty: 2426.895508
	Iteration 5Q: 3 clusters Score -89077.49 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -89181.968750 Penalty: 2426.895508
	Iteration 6Q: 3 clusters Score -89181.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -89267.593750 Penalty: 2426.895508
	Iteration 7Q: 3 clusters Score -89267.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -89324.843750 Penalty: 2426.895508
	Iteration 8Q: 3 clusters Score -89324.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -89354.953125 Penalty: 2426.895508
	Iteration 9Q: 3 clusters Score -89354.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -89399.710938 Penalty: 2426.895508
	Iteration 10Q: 3 clusters Score -89399.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -89428.109375 Penalty: 2426.895508
	Iteration 11Q: 3 clusters Score -89428.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -89449.226562 Penalty: 2426.895508
	Iteration 12Q: 3 clusters Score -89449.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -89461.351562 Penalty: 2426.895508
	Iteration 13Q: 3 clusters Score -89461.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -89469.523438 Penalty: 2426.895508
	Iteration 14Q: 3 clusters Score -89469.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -89476.945312 Penalty: 2426.895508
	Iteration 15Q: 3 clusters Score -89476.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -89485.679688 Penalty: 2426.895508
	Iteration 16Q: 3 clusters Score -89485.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -89491.851562 Penalty: 2426.895508
	Iteration 17Q: 3 clusters Score -89491.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -89497.343750 Penalty: 2426.895508
	Iteration 18Q: 3 clusters Score -89497.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -89498.914062 Penalty: 2426.895508
	Iteration 19Q: 3 clusters Score -89498.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -89500.468750 Penalty: 2426.895508
	Iteration 20F: 3 clusters Score -89500.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -89502.507812 Penalty: 2426.895508
	Iteration 21Q: 3 clusters Score -89502.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -89505.210938 Penalty: 2426.895508
	Iteration 22Q: 3 clusters Score -89505.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -89507.414062 Penalty: 2426.895508
	Iteration 23Q: 3 clusters Score -89507.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -89508.273438 Penalty: 2426.895508
	Iteration 24Q: 3 clusters Score -89508.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -89508.273438 Penalty: 2426.895508
	Iteration 25F: 3 clusters Score -89508.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (48526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Entering Unmasked Estep 
Score: -2950951.000000 Penalty: 1753.351440
	Iteration 0F: 2 clusters Score -2950951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2918512.250000 Penalty: 3506.702881
	Iteration 0F: 3 clusters Score -2918512 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2931438.750000 Penalty: 3506.702881
	Iteration 1F: 3 clusters Score -2931439 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2932094.250000 Penalty: 3506.702881
	Iteration 2Q: 3 clusters Score -2932094 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2932858.500000 Penalty: 3506.702881
	Iteration 3Q: 3 clusters Score -2932858 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2933713.250000 Penalty: 3506.702881
	Iteration 4Q: 3 clusters Score -2933713 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2934686.500000 Penalty: 3506.702881
	Iteration 5Q: 3 clusters Score -2934686 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -2935692.000000 Penalty: 3506.702881
	Iteration 6F: 3 clusters Score -2935692 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -2936704.250000 Penalty: 3506.702881
	Iteration 7F: 3 clusters Score -2936704 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -2937714.250000 Penalty: 3506.702881
	Iteration 8Q: 3 clusters Score -2937714 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -2938719.750000 Penalty: 3506.702881
	Iteration 9Q: 3 clusters Score -2938720 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -2939711.000000 Penalty: 3506.702881
	Iteration 10Q: 3 clusters Score -2939711 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2940811.750000 Penalty: 3506.702881
	Iteration 11Q: 3 clusters Score -2940812 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -2942057.000000 Penalty: 3506.702881
	Iteration 12Q: 3 clusters Score -2942057 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -2943405.250000 Penalty: 3506.702881
	Iteration 13Q: 3 clusters Score -2943405 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -2944778.250000 Penalty: 3506.702881
	Iteration 14Q: 3 clusters Score -2944778 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -2946072.500000 Penalty: 3506.702881
	Iteration 15Q: 3 clusters Score -2946072 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -2947216.250000 Penalty: 3506.702881
	Iteration 16Q: 3 clusters Score -2947216 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -2948019.000000 Penalty: 3506.702881
	Iteration 17Q: 3 clusters Score -2948019 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -2948578.000000 Penalty: 3506.702881
	Iteration 18Q: 3 clusters Score -2948578 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -2948955.500000 Penalty: 3506.702881
	Iteration 19Q: 3 clusters Score -2948956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -2949173.250000 Penalty: 3506.702881
	Iteration 20F: 3 clusters Score -2949173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -2949316.250000 Penalty: 3506.702881
	Iteration 21Q: 3 clusters Score -2949316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -2949406.250000 Penalty: 3506.702881
	Iteration 22Q: 3 clusters Score -2949406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -2949450.500000 Penalty: 3506.702881
	Iteration 23Q: 3 clusters Score -2949450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -2949488.250000 Penalty: 3506.702881
	Iteration 24Q: 3 clusters Score -2949488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -2949500.000000 Penalty: 3506.702881
	Iteration 25Q: 3 clusters Score -2949500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -2949511.750000 Penalty: 3506.702881
	Iteration 26Q: 3 clusters Score -2949512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -2949523.750000 Penalty: 3506.702881
	Iteration 27Q: 3 clusters Score -2949524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -2949522.750000 Penalty: 3506.702881
	Iteration 28Q: 3 clusters Score -2949523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -2949527.000000 Penalty: 3506.702881
	Iteration 29Q: 3 clusters Score -2949527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -2949529.750000 Penalty: 3506.702881
	Iteration 30Q: 3 clusters Score -2949530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -2949530.000000 Penalty: 3506.702881
	Iteration 31Q: 3 clusters Score -2949530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -2949532.500000 Penalty: 3506.702881
	Iteration 32Q: 3 clusters Score -2949532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -2949531.750000 Penalty: 3506.702881
	Iteration 33Q: 3 clusters Score -2949532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -2949531.250000 Penalty: 3506.702881
	Iteration 34Q: 3 clusters Score -2949531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -2949531.250000 Penalty: 3506.702881
	Iteration 35F: 3 clusters Score -2949531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -75859.906250 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -75859.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74174.242188 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -74174.24 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -74493.859375 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -74493.86 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -74598.007812 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -74598.01 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -74685.218750 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -74685.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74762.648438 Penalty: 2345.191895
	Iteration 4Q: 3 clusters Score -74762.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -74818.906250 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -74818.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -74865.937500 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -74865.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -74893.796875 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -74893.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -74908.148438 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -74908.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -74921.218750 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -74921.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -74933.531250 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -74933.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -74943.500000 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -74943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -74950.414062 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -74950.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -74954.687500 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -74954.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -74956.789062 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -74956.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -74956.789062 Penalty: 2345.191895
	Iteration 15F: 3 clusters Score -74956.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -54541.976562 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -54541.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -52919.570312 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -52919.57 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -53306.808594 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -53306.81 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -53474.621094 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -53474.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -53567.441406 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -53567.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -53648.742188 Penalty: 2326.769775
	Iteration 4Q: 3 clusters Score -53648.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53719.937500 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -53719.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -53790.398438 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -53790.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53839.488281 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -53839.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -53892.050781 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -53892.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -53928.019531 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -53928.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53943.546875 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -53943.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -53955.628906 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -53955.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -53967.164062 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -53967.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53987.578125 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -53987.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -54000.464844 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -54000.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -54013.187500 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -54013.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -54032.343750 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -54032.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54047.628906 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -54047.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -54062.835938 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -54062.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -54069.972656 Penalty: 2326.769775
	Iteration 19Q: 3 clusters Score -54069.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -54074.089844 Penalty: 2326.769775
	Iteration 20F: 3 clusters Score -54074.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -54074.675781 Penalty: 2326.769775
	Iteration 21Q: 3 clusters Score -54074.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -54075.062500 Penalty: 2326.769775
	Iteration 22Q: 3 clusters Score -54075.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -54075.378906 Penalty: 2326.769775
	Iteration 23Q: 3 clusters Score -54075.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -54075.378906 Penalty: 2326.769775
	Iteration 24F: 3 clusters Score -54075.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -214085.453125 Penalty: 1331.562256
	Iteration 0F: 2 clusters Score -214085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -210998.421875 Penalty: 2663.124512
	Iteration 0F: 3 clusters Score -210998.4 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -211951.671875 Penalty: 2663.124512
	Iteration 1F: 3 clusters Score -211951.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -212249.781250 Penalty: 2663.124512
	Iteration 2F: 3 clusters Score -212249.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -212518.937500 Penalty: 2663.124512
	Iteration 3F: 3 clusters Score -212518.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -212683.562500 Penalty: 2663.124512
	Iteration 4F: 3 clusters Score -212683.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -212794.234375 Penalty: 2663.124512
	Iteration 5Q: 3 clusters Score -212794.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -212892.359375 Penalty: 2663.124512
	Iteration 6Q: 3 clusters Score -212892.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -212983.250000 Penalty: 2663.124512
	Iteration 7Q: 3 clusters Score -212983.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -213066.015625 Penalty: 2663.124512
	Iteration 8Q: 3 clusters Score -213066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -213135.265625 Penalty: 2663.124512
	Iteration 9Q: 3 clusters Score -213135.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -213183.625000 Penalty: 2663.124512
	Iteration 10Q: 3 clusters Score -213183.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -213226.765625 Penalty: 2663.124512
	Iteration 11Q: 3 clusters Score -213226.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -213260.250000 Penalty: 2663.124512
	Iteration 12Q: 3 clusters Score -213260.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -213285.109375 Penalty: 2663.124512
	Iteration 13Q: 3 clusters Score -213285.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -213308.734375 Penalty: 2663.124512
	Iteration 14Q: 3 clusters Score -213308.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -213336.125000 Penalty: 2663.124512
	Iteration 15Q: 3 clusters Score -213336.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -213359.484375 Penalty: 2663.124512
	Iteration 16Q: 3 clusters Score -213359.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -213390.828125 Penalty: 2663.124512
	Iteration 17Q: 3 clusters Score -213390.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -213413.328125 Penalty: 2663.124512
	Iteration 18Q: 3 clusters Score -213413.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -213429.484375 Penalty: 2663.124512
	Iteration 19Q: 3 clusters Score -213429.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -213443.609375 Penalty: 2663.124512
	Iteration 20F: 3 clusters Score -213443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -213455.546875 Penalty: 2663.124512
	Iteration 21Q: 3 clusters Score -213455.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -213460.765625 Penalty: 2663.124512
	Iteration 22Q: 3 clusters Score -213460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -213462.953125 Penalty: 2663.124512
	Iteration 23Q: 3 clusters Score -213463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -213464.234375 Penalty: 2663.124512
	Iteration 24Q: 3 clusters Score -213464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -213465.015625 Penalty: 2663.124512
	Iteration 25Q: 3 clusters Score -213465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -213465.796875 Penalty: 2663.124512
	Iteration 26Q: 3 clusters Score -213465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -213466.281250 Penalty: 2663.124512
	Iteration 27Q: 3 clusters Score -213466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -213467.234375 Penalty: 2663.124512
	Iteration 28Q: 3 clusters Score -213467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -213468.203125 Penalty: 2663.124512
	Iteration 29Q: 3 clusters Score -213468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -213469.343750 Penalty: 2663.124512
	Iteration 30Q: 3 clusters Score -213469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -213472.500000 Penalty: 2663.124512
	Iteration 31Q: 3 clusters Score -213472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -213475.562500 Penalty: 2663.124512
	Iteration 32Q: 3 clusters Score -213475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -213478.812500 Penalty: 2663.124512
	Iteration 33Q: 3 clusters Score -213478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -213481.718750 Penalty: 2663.124512
	Iteration 34Q: 3 clusters Score -213481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -213483.531250 Penalty: 2663.124512
	Iteration 35Q: 3 clusters Score -213483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -213485.171875 Penalty: 2663.124512
	Iteration 36Q: 3 clusters Score -213485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -213486.062500 Penalty: 2663.124512
	Iteration 37Q: 3 clusters Score -213486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -213487.875000 Penalty: 2663.124512
	Iteration 38Q: 3 clusters Score -213487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -213489.125000 Penalty: 2663.124512
	Iteration 39Q: 3 clusters Score -213489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -213491.906250 Penalty: 2663.124512
	Iteration 40F: 3 clusters Score -213491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -213493.421875 Penalty: 2663.124512
	Iteration 41Q: 3 clusters Score -213493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -213494.968750 Penalty: 2663.124512
	Iteration 42Q: 3 clusters Score -213495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -213498.890625 Penalty: 2663.124512
	Iteration 43Q: 3 clusters Score -213498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -213502.062500 Penalty: 2663.124512
	Iteration 44Q: 3 clusters Score -213502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -213504.156250 Penalty: 2663.124512
	Iteration 45Q: 3 clusters Score -213504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -213506.890625 Penalty: 2663.124512
	Iteration 46Q: 3 clusters Score -213506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -213507.609375 Penalty: 2663.124512
	Iteration 47Q: 3 clusters Score -213507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -213508.265625 Penalty: 2663.124512
	Iteration 48Q: 3 clusters Score -213508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -213509.031250 Penalty: 2663.124512
	Iteration 49Q: 3 clusters Score -213509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -213510.796875 Penalty: 2663.124512
	Iteration 50Q: 3 clusters Score -213510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -213513.140625 Penalty: 2663.124512
	Iteration 51Q: 3 clusters Score -213513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -213516.343750 Penalty: 2663.124512
	Iteration 52Q: 3 clusters Score -213516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -213519.859375 Penalty: 2663.124512
	Iteration 53Q: 3 clusters Score -213519.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -213523.562500 Penalty: 2663.124512
	Iteration 54Q: 3 clusters Score -213523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -213524.625000 Penalty: 2663.124512
	Iteration 55Q: 3 clusters Score -213524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -213525.234375 Penalty: 2663.124512
	Iteration 56Q: 3 clusters Score -213525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -213525.234375 Penalty: 2663.124512
	Iteration 57F: 3 clusters Score -213525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -116566.367188 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -116566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -114451.484375 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -114451.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114922.570312 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -114922.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -115101.656250 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -115101.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -115248.117188 Penalty: 2475.612061
	Iteration 3F: 3 clusters Score -115248.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -115367.921875 Penalty: 2475.612061
	Iteration 4F: 3 clusters Score -115367.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -115450.367188 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -115450.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115507.234375 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -115507.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -115549.750000 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -115549.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -115586.289062 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -115586.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115612.820312 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -115612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -115624.406250 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -115624.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -115638.218750 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -115638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -115650.859375 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -115650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -115658.851562 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -115658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -115666.851562 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -115666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -115675.523438 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -115675.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -115679.562500 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -115679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -115682.414062 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -115682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -115682.906250 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -115682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115683.656250 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -115683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115685.250000 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -115685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -115689.375000 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -115689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115692.453125 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -115692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -115695.937500 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -115695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -115699.867188 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -115699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -115704.984375 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -115705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -115709.117188 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -115709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115712.554688 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -115712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -115713.250000 Penalty: 2475.612061
	Iteration 28Q: 3 clusters Score -115713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115713.484375 Penalty: 2475.612061
	Iteration 29Q: 3 clusters Score -115713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115713.484375 Penalty: 2475.612061
	Iteration 30F: 3 clusters Score -115713.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -295592.625000 Penalty: 1385.403198
	Iteration 0F: 2 clusters Score -295592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -291605.281250 Penalty: 2770.806396
	Iteration 0F: 3 clusters Score -291605.3 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -292702.843750 Penalty: 2770.806396
	Iteration 1F: 3 clusters Score -292702.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -292870.156250 Penalty: 2770.806396
	Iteration 2F: 3 clusters Score -292870.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -292969.687500 Penalty: 2770.806396
	Iteration 3Q: 3 clusters Score -292969.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -293040.593750 Penalty: 2770.806396
	Iteration 4Q: 3 clusters Score -293040.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -293104.781250 Penalty: 2770.806396
	Iteration 5Q: 3 clusters Score -293104.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -293162.156250 Penalty: 2770.806396
	Iteration 6Q: 3 clusters Score -293162.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -293221.000000 Penalty: 2770.806396
	Iteration 7Q: 3 clusters Score -293221 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -293277.687500 Penalty: 2770.806396
	Iteration 8Q: 3 clusters Score -293277.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -293352.312500 Penalty: 2770.806396
	Iteration 9Q: 3 clusters Score -293352.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -293443.625000 Penalty: 2770.806396
	Iteration 10Q: 3 clusters Score -293443.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -293551.343750 Penalty: 2770.806396
	Iteration 11Q: 3 clusters Score -293551.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -293710.187500 Penalty: 2770.806396
	Iteration 12Q: 3 clusters Score -293710.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -293879.750000 Penalty: 2770.806396
	Iteration 13Q: 3 clusters Score -293879.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -294047.312500 Penalty: 2770.806396
	Iteration 14Q: 3 clusters Score -294047.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -294180.843750 Penalty: 2770.806396
	Iteration 15Q: 3 clusters Score -294180.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -294280.312500 Penalty: 2770.806396
	Iteration 16Q: 3 clusters Score -294280.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -294340.031250 Penalty: 2770.806396
	Iteration 17Q: 3 clusters Score -294340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -294383.062500 Penalty: 2770.806396
	Iteration 18Q: 3 clusters Score -294383.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -294416.656250 Penalty: 2770.806396
	Iteration 19Q: 3 clusters Score -294416.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -294445.468750 Penalty: 2770.806396
	Iteration 20F: 3 clusters Score -294445.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -294464.875000 Penalty: 2770.806396
	Iteration 21Q: 3 clusters Score -294464.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -294474.968750 Penalty: 2770.806396
	Iteration 22Q: 3 clusters Score -294475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -294481.187500 Penalty: 2770.806396
	Iteration 23Q: 3 clusters Score -294481.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -294488.781250 Penalty: 2770.806396
	Iteration 24Q: 3 clusters Score -294488.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -294492.312500 Penalty: 2770.806396
	Iteration 25Q: 3 clusters Score -294492.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -294495.062500 Penalty: 2770.806396
	Iteration 26Q: 3 clusters Score -294495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -294497.437500 Penalty: 2770.806396
	Iteration 27Q: 3 clusters Score -294497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -294499.562500 Penalty: 2770.806396
	Iteration 28Q: 3 clusters Score -294499.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -294503.031250 Penalty: 2770.806396
	Iteration 29Q: 3 clusters Score -294503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -294506.937500 Penalty: 2770.806396
	Iteration 30Q: 3 clusters Score -294506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -294511.687500 Penalty: 2770.806396
	Iteration 31Q: 3 clusters Score -294511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -294512.187500 Penalty: 2770.806396
	Iteration 32Q: 3 clusters Score -294512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -294513.562500 Penalty: 2770.806396
	Iteration 33Q: 3 clusters Score -294513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -294517.000000 Penalty: 2770.806396
	Iteration 34Q: 3 clusters Score -294517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -294520.687500 Penalty: 2770.806396
	Iteration 35Q: 3 clusters Score -294520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -294525.468750 Penalty: 2770.806396
	Iteration 36Q: 3 clusters Score -294525.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -294529.875000 Penalty: 2770.806396
	Iteration 37Q: 3 clusters Score -294529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -294531.687500 Penalty: 2770.806396
	Iteration 38Q: 3 clusters Score -294531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -294536.218750 Penalty: 2770.806396
	Iteration 39Q: 3 clusters Score -294536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -294542.500000 Penalty: 2770.806396
	Iteration 40F: 3 clusters Score -294542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -294547.375000 Penalty: 2770.806396
	Iteration 41Q: 3 clusters Score -294547.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -294550.781250 Penalty: 2770.806396
	Iteration 42Q: 3 clusters Score -294550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -294553.718750 Penalty: 2770.806396
	Iteration 43Q: 3 clusters Score -294553.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -294556.218750 Penalty: 2770.806396
	Iteration 44Q: 3 clusters Score -294556.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -294558.281250 Penalty: 2770.806396
	Iteration 45Q: 3 clusters Score -294558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -294559.312500 Penalty: 2770.806396
	Iteration 46Q: 3 clusters Score -294559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -294558.968750 Penalty: 2770.806396
	Iteration 47Q: 3 clusters Score -294559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -294559.343750 Penalty: 2770.806396
	Iteration 48Q: 3 clusters Score -294559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -294559.656250 Penalty: 2770.806396
	Iteration 49Q: 3 clusters Score -294559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -294560.343750 Penalty: 2770.806396
	Iteration 50Q: 3 clusters Score -294560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -294560.531250 Penalty: 2770.806396
	Iteration 51Q: 3 clusters Score -294560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -294560.531250 Penalty: 2770.806396
	Iteration 52F: 3 clusters Score -294560.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -67131.664062 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -67131.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -65559.328125 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -65559.33 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65858.820312 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -65858.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -65937.937500 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -65937.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65989.507812 Penalty: 2310.179199
	Iteration 3Q: 3 clusters Score -65989.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66019.093750 Penalty: 2310.179199
	Iteration 4Q: 3 clusters Score -66019.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66050.210938 Penalty: 2310.179199
	Iteration 5Q: 3 clusters Score -66050.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66071.796875 Penalty: 2310.179199
	Iteration 6Q: 3 clusters Score -66071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66087.414062 Penalty: 2310.179199
	Iteration 7Q: 3 clusters Score -66087.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66098.789062 Penalty: 2310.179199
	Iteration 8Q: 3 clusters Score -66098.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66110.726562 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -66110.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66118.921875 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -66118.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66124.398438 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -66124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66132.578125 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -66132.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66138.015625 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -66138.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66141.164062 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -66141.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66143.382812 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -66143.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66148.546875 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -66148.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66150.000000 Penalty: 2310.179199
	Iteration 17Q: 3 clusters Score -66150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66151.039062 Penalty: 2310.179199
	Iteration 18Q: 3 clusters Score -66151.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66153.281250 Penalty: 2310.179199
	Iteration 19Q: 3 clusters Score -66153.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66156.773438 Penalty: 2310.179199
	Iteration 20F: 3 clusters Score -66156.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66162.281250 Penalty: 2310.179199
	Iteration 21Q: 3 clusters Score -66162.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66164.804688 Penalty: 2310.179199
	Iteration 22Q: 3 clusters Score -66164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66167.054688 Penalty: 2310.179199
	Iteration 23Q: 3 clusters Score -66167.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66168.281250 Penalty: 2310.179199
	Iteration 24Q: 3 clusters Score -66168.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66169.468750 Penalty: 2310.179199
	Iteration 25Q: 3 clusters Score -66169.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66170.937500 Penalty: 2310.179199
	Iteration 26Q: 3 clusters Score -66170.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66171.382812 Penalty: 2310.179199
	Iteration 27Q: 3 clusters Score -66171.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66171.984375 Penalty: 2310.179199
	Iteration 28Q: 3 clusters Score -66171.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66171.984375 Penalty: 2310.179199
	Iteration 29F: 3 clusters Score -66171.98 nChanged 0
--- Evaluating fit on full set of 1648792 points ---
Entering Unmasked Estep 
Score: -92959760.000000 Penalty: 100029.929688
22->44 Clusters: Score -92959760.000000, best is -92982536.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 549597 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 25142 members 
Mstep: Class 3 contains 24748 members 
Mstep: Class 4 contains 24959 members 
Mstep: Class 5 contains 25109 members 
Mstep: Class 6 contains 25058 members 
Mstep: Class 7 contains 24781 members 
Mstep: Class 8 contains 25109 members 
Mstep: Class 9 contains 25123 members 
Mstep: Class 10 contains 24989 members 
Mstep: Class 11 contains 25343 members 
Mstep: Class 12 contains 24825 members 
Mstep: Class 13 contains 25029 members 
Mstep: Class 14 contains 24997 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 24825 members 
Mstep: Class 17 contains 25260 members 
Mstep: Class 18 contains 24926 members 
Mstep: Class 19 contains 24896 members 
Mstep: Class 20 contains 24985 members 
Mstep: Class 21 contains 24700 members 
Mstep: Class 22 contains 25002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 690.697449 but Gain 2147.750000
Score: -27401956.000000 Penalty: 45102.812500
Iteration 0F: 22 clusters Score -2.740196e+07 nChanged 520506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1119 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 25569 members 
Mstep: Class 3 contains 46358 members 
Mstep: Class 4 contains 35061 members 
Mstep: Class 5 contains 53237 members 
Mstep: Class 6 contains 25426 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 21368 members 
Mstep: Class 9 contains 10533 members 
Mstep: Class 10 contains 16441 members 
Mstep: Class 11 contains 29974 members 
Mstep: Class 12 contains 14237 members 
Mstep: Class 13 contains 12547 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 17312 members 
Mstep: Class 16 contains 13774 members 
Mstep: Class 17 contains 18099 members 
Mstep: Class 18 contains 16936 members 
Mstep: Class 20 contains 69004 members 
Mstep: Class 21 contains 22101 members 
Mstep: Class 22 contains 14806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437476.000000 Penalty: 45102.812500
Iteration 1F: 22 clusters Score -2.943748e+07 nChanged 211072
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 25692 members 
Mstep: Class 3 contains 58504 members 
Mstep: Class 4 contains 36169 members 
Mstep: Class 5 contains 62872 members 
Mstep: Class 6 contains 21505 members 
Mstep: Class 7 contains 37318 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 14665 members 
Mstep: Class 11 contains 21314 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 6832 members 
Mstep: Class 14 contains 22026 members 
Mstep: Class 15 contains 14136 members 
Mstep: Class 16 contains 8401 members 
Mstep: Class 17 contains 11990 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 20 contains 124577 members 
Mstep: Class 21 contains 16324 members 
Mstep: Class 22 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29938660.000000 Penalty: 45102.812500
Iteration 2F: 22 clusters Score -2.993866e+07 nChanged 155447
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 25346 members 
Mstep: Class 3 contains 75390 members 
Mstep: Class 4 contains 27920 members 
Mstep: Class 5 contains 44658 members 
Mstep: Class 6 contains 23326 members 
Mstep: Class 7 contains 39818 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 6011 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 5710 members 
Mstep: Class 17 contains 7834 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 20 contains 183269 members 
Mstep: Class 21 contains 8823 members 
Mstep: Class 22 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30228986.000000 Penalty: 45102.812500
Iteration 3F: 22 clusters Score -3.022899e+07 nChanged 96927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 22466 members 
Mstep: Class 3 contains 87992 members 
Mstep: Class 4 contains 18308 members 
Mstep: Class 5 contains 26336 members 
Mstep: Class 6 contains 23175 members 
Mstep: Class 7 contains 39337 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 10533 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 5490 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 20558 members 
Mstep: Class 15 contains 11236 members 
Mstep: Class 16 contains 4386 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 20 contains 224639 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30361420.000000 Penalty: 45102.812500
Iteration 4F: 22 clusters Score -3.036142e+07 nChanged 57246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 18953 members 
Mstep: Class 3 contains 92538 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 18732 members 
Mstep: Class 6 contains 20987 members 
Mstep: Class 7 contains 36997 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 11 contains 3794 members 
Mstep: Class 12 contains 5040 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 22109 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 20 contains 247732 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 2798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30437186.000000 Penalty: 45102.812500
Iteration 5F: 22 clusters Score -3.043719e+07 nChanged 41344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 95113 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 18054 members 
Mstep: Class 7 contains 33161 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 10419 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 22595 members 
Mstep: Class 15 contains 8027 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 20 contains 256164 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30501652.000000 Penalty: 45102.812500
Iteration 6F: 22 clusters Score -3.050165e+07 nChanged 40380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 12103 members 
Mstep: Class 3 contains 96990 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 31687 members 
Mstep: Class 6 contains 15526 members 
Mstep: Class 7 contains 27748 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 22622 members 
Mstep: Class 15 contains 6276 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 4986 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 20 contains 252449 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30561542.000000 Penalty: 45102.812500
Iteration 7F: 22 clusters Score -3.056154e+07 nChanged 37634
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 9467 members 
Mstep: Class 3 contains 98324 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 44912 members 
Mstep: Class 6 contains 13976 members 
Mstep: Class 7 contains 22213 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 8485 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 4749 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 22699 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 3555 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 20 contains 242555 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30611466.000000 Penalty: 45102.812500
Iteration 8F: 22 clusters Score -3.061147e+07 nChanged 31770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 7770 members 
Mstep: Class 3 contains 98617 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 57662 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 14608 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 7351 members 
Mstep: Class 14 contains 22897 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 20 contains 230609 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30652578.000000 Penalty: 45102.812500
Iteration 9F: 22 clusters Score -3.065258e+07 nChanged 26968
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 98139 members 
Mstep: Class 4 contains 7766 members 
Mstep: Class 5 contains 69030 members 
Mstep: Class 6 contains 12746 members 
Mstep: Class 7 contains 17562 members 
Mstep: Class 8 contains 3516 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 10 contains 14227 members 
Mstep: Class 11 contains 2992 members 
Mstep: Class 12 contains 4555 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 23145 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 7797 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 20 contains 218667 members 
Mstep: Class 21 contains 7478 members 
Mstep: Class 22 contains 5189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 10Q: 22 clusters Score -3.068332e+07 nChanged 23158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 97473 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 79304 members 
Mstep: Class 6 contains 12462 members 
Mstep: Class 7 contains 17837 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 13784 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 7912 members 
Mstep: Class 14 contains 23451 members 
Mstep: Class 15 contains 4074 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 8548 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 20 contains 206926 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 22 clusters Score -3.070485e+07 nChanged 19772
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 96819 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 88644 members 
Mstep: Class 6 contains 12183 members 
Mstep: Class 7 contains 18592 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 5874 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 4524 members 
Mstep: Class 13 contains 8024 members 
Mstep: Class 14 contains 23820 members 
Mstep: Class 15 contains 4163 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 8853 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 20 contains 196053 members 
Mstep: Class 21 contains 7952 members 
Mstep: Class 22 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 22 clusters Score -3.07211e+07 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 96250 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 96282 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 19313 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 13056 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 12 contains 4511 members 
Mstep: Class 13 contains 8068 members 
Mstep: Class 14 contains 24064 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 20 contains 187155 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 13Q: 22 clusters Score -3.073268e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 95735 members 
Mstep: Class 4 contains 7384 members 
Mstep: Class 5 contains 101945 members 
Mstep: Class 6 contains 11833 members 
Mstep: Class 7 contains 20029 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 12797 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 4506 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 24138 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 20 contains 180486 members 
Mstep: Class 21 contains 8311 members 
Mstep: Class 22 contains 6633 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 22 clusters Score -3.074044e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 95280 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 105956 members 
Mstep: Class 6 contains 11738 members 
Mstep: Class 7 contains 20728 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 12586 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 4511 members 
Mstep: Class 13 contains 8027 members 
Mstep: Class 14 contains 24128 members 
Mstep: Class 15 contains 4974 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 6520 members 
Mstep: Class 20 contains 175373 members 
Mstep: Class 21 contains 8551 members 
Mstep: Class 22 contains 6908 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 22 clusters Score -3.07467e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 94901 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 5 contains 108824 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 21485 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 12339 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 24041 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 20 contains 171155 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 7165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 22 clusters Score -3.07518e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 94542 members 
Mstep: Class 4 contains 8770 members 
Mstep: Class 5 contains 110766 members 
Mstep: Class 6 contains 11523 members 
Mstep: Class 7 contains 22186 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 7963 members 
Mstep: Class 14 contains 23893 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 4098 members 
Mstep: Class 17 contains 7173 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 20 contains 167652 members 
Mstep: Class 21 contains 8967 members 
Mstep: Class 22 contains 7383 members 
Entering Unmasked Estep 
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Iteration 17Q: 22 clusters Score -3.075507e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 94210 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 112214 members 
Mstep: Class 6 contains 11447 members 
Mstep: Class 7 contains 22842 members 
Mstep: Class 8 contains 5353 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 11739 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 4661 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 23688 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 4130 members 
Mstep: Class 17 contains 6865 members 
Mstep: Class 18 contains 6946 members 
Mstep: Class 20 contains 164481 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 7554 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -3.075748e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 93884 members 
Mstep: Class 4 contains 11115 members 
Mstep: Class 5 contains 113250 members 
Mstep: Class 6 contains 11401 members 
Mstep: Class 7 contains 23469 members 
Mstep: Class 8 contains 5366 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 11444 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 4671 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 23511 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 17 contains 6651 members 
Mstep: Class 18 contains 7037 members 
Mstep: Class 20 contains 161601 members 
Mstep: Class 21 contains 9270 members 
Mstep: Class 22 contains 7690 members 
Entering Unmasked Estep 
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Iteration 19Q: 22 clusters Score -3.075957e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 93558 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 114070 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 24028 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 13 contains 8135 members 
Mstep: Class 14 contains 23359 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 20 contains 158948 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 7820 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -3.076231e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 5499 members 
Mstep: Class 3 contains 93269 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 5 contains 114851 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 24612 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 10805 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 8211 members 
Mstep: Class 14 contains 23206 members 
Mstep: Class 15 contains 7101 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 6353 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 20 contains 156170 members 
Mstep: Class 21 contains 9466 members 
Mstep: Class 22 contains 7949 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -3.076489e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 93042 members 
Mstep: Class 4 contains 15388 members 
Mstep: Class 5 contains 115485 members 
Mstep: Class 6 contains 11308 members 
Mstep: Class 7 contains 25134 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 8296 members 
Mstep: Class 14 contains 23060 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 20 contains 153386 members 
Mstep: Class 21 contains 9545 members 
Mstep: Class 22 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 22 clusters Score -3.076745e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 92833 members 
Mstep: Class 4 contains 17030 members 
Mstep: Class 5 contains 116006 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 25603 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 10239 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 22908 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 20 contains 150633 members 
Mstep: Class 21 contains 9599 members 
Mstep: Class 22 contains 8333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 22 clusters Score -3.076911e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 92643 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 116461 members 
Mstep: Class 6 contains 11305 members 
Mstep: Class 7 contains 26079 members 
Mstep: Class 8 contains 5377 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 9962 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 4540 members 
Mstep: Class 13 contains 8535 members 
Mstep: Class 14 contains 22785 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 20 contains 147821 members 
Mstep: Class 21 contains 9638 members 
Mstep: Class 22 contains 8558 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -3.077046e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 5623 members 
Mstep: Class 3 contains 92480 members 
Mstep: Class 4 contains 20618 members 
Mstep: Class 5 contains 116854 members 
Mstep: Class 6 contains 11311 members 
Mstep: Class 7 contains 26579 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 8706 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 20 contains 144919 members 
Mstep: Class 21 contains 9673 members 
Mstep: Class 22 contains 8768 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -3.07723e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 5651 members 
Mstep: Class 3 contains 92352 members 
Mstep: Class 4 contains 22592 members 
Mstep: Class 5 contains 117172 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 5206 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 4517 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 14 contains 22595 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 6189 members 
Mstep: Class 18 contains 7029 members 
Mstep: Class 20 contains 141963 members 
Mstep: Class 21 contains 9703 members 
Mstep: Class 22 contains 8971 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -3.077419e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 5671 members 
Mstep: Class 3 contains 92271 members 
Mstep: Class 4 contains 24772 members 
Mstep: Class 5 contains 117438 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 27568 members 
Mstep: Class 8 contains 5248 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 4505 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 22506 members 
Mstep: Class 15 contains 8499 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 20 contains 138883 members 
Mstep: Class 21 contains 9708 members 
Mstep: Class 22 contains 9178 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -3.077673e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 92182 members 
Mstep: Class 4 contains 27246 members 
Mstep: Class 5 contains 117680 members 
Mstep: Class 6 contains 11345 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 5184 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 22443 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 6889 members 
Mstep: Class 20 contains 135576 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 9360 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -3.077934e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 92104 members 
Mstep: Class 4 contains 29839 members 
Mstep: Class 5 contains 117944 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 28433 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 5238 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 2132 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 9769 members 
Mstep: Class 14 contains 22351 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 6830 members 
Mstep: Class 20 contains 132165 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 9556 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -3.07814e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 5735 members 
Mstep: Class 3 contains 92034 members 
Mstep: Class 4 contains 32660 members 
Mstep: Class 5 contains 118187 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 28918 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 4471 members 
Mstep: Class 13 contains 9870 members 
Mstep: Class 14 contains 22286 members 
Mstep: Class 15 contains 8817 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 20 contains 128452 members 
Mstep: Class 21 contains 9734 members 
Mstep: Class 22 contains 9761 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -3.07831e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 5756 members 
Mstep: Class 3 contains 91957 members 
Mstep: Class 4 contains 35639 members 
Mstep: Class 5 contains 118420 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 29377 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 5254 members 
Mstep: Class 10 contains 8343 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 9920 members 
Mstep: Class 14 contains 22244 members 
Mstep: Class 15 contains 8910 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 6686 members 
Mstep: Class 20 contains 124642 members 
Mstep: Class 21 contains 9745 members 
Mstep: Class 22 contains 9985 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -3.078493e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 91888 members 
Mstep: Class 4 contains 38440 members 
Mstep: Class 5 contains 118626 members 
Mstep: Class 6 contains 11341 members 
Mstep: Class 7 contains 29798 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 8339 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 9976 members 
Mstep: Class 14 contains 22193 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 20 contains 121019 members 
Mstep: Class 21 contains 9781 members 
Mstep: Class 22 contains 10157 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -3.078649e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 5788 members 
Mstep: Class 3 contains 91828 members 
Mstep: Class 4 contains 40876 members 
Mstep: Class 5 contains 118845 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 30218 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 8346 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 10003 members 
Mstep: Class 14 contains 22154 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 20 contains 117770 members 
Mstep: Class 21 contains 9779 members 
Mstep: Class 22 contains 10320 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -3.078775e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 91794 members 
Mstep: Class 4 contains 42855 members 
Mstep: Class 5 contains 119053 members 
Mstep: Class 6 contains 11321 members 
Mstep: Class 7 contains 30649 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 8348 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 10027 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 6558 members 
Mstep: Class 20 contains 115028 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 10448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30788916.000000 Penalty: 45102.812500
Iteration 34Q: 22 clusters Score -3.078892e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 5808 members 
Mstep: Class 3 contains 91752 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 119233 members 
Mstep: Class 6 contains 11314 members 
Mstep: Class 7 contains 31121 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 10050 members 
Mstep: Class 14 contains 22073 members 
Mstep: Class 15 contains 9311 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 6539 members 
Mstep: Class 18 contains 6534 members 
Mstep: Class 20 contains 112763 members 
Mstep: Class 21 contains 9764 members 
Mstep: Class 22 contains 10574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30789646.000000 Penalty: 45102.812500
Iteration 35Q: 22 clusters Score -3.078965e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 5822 members 
Mstep: Class 3 contains 91706 members 
Mstep: Class 4 contains 45516 members 
Mstep: Class 5 contains 119382 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 31606 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 5283 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 22030 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 20 contains 110956 members 
Mstep: Class 21 contains 9732 members 
Mstep: Class 22 contains 10707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30790266.000000 Penalty: 45102.812500
Iteration 36Q: 22 clusters Score -3.079027e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 91661 members 
Mstep: Class 4 contains 46309 members 
Mstep: Class 5 contains 119507 members 
Mstep: Class 6 contains 11318 members 
Mstep: Class 7 contains 32105 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 10090 members 
Mstep: Class 14 contains 22000 members 
Mstep: Class 15 contains 9474 members 
Mstep: Class 16 contains 4267 members 
Mstep: Class 17 contains 6572 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 20 contains 109508 members 
Mstep: Class 21 contains 9695 members 
Mstep: Class 22 contains 10805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30790616.000000 Penalty: 45102.812500
Iteration 37Q: 22 clusters Score -3.079062e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 5839 members 
Mstep: Class 3 contains 91609 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 119632 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 32622 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 10109 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 6573 members 
Mstep: Class 18 contains 6420 members 
Mstep: Class 20 contains 108396 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 22 contains 10917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30791126.000000 Penalty: 45102.812500
Iteration 38Q: 22 clusters Score -3.079113e+07 nChanged 1839
Entering ConstructFrom: 
Score: -30791126.000000 Penalty: 45102.812500
Entering ConstructFrom: 
Trying to split cluster 1 (29053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Entering Unmasked Estep 
Score: -1749105.375000 Penalty: 1669.992554
	Iteration 0F: 2 clusters Score -1749105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1729714.000000 Penalty: 3339.985107
	Iteration 0F: 3 clusters Score -1729714 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1737836.500000 Penalty: 3339.985107
	Iteration 1F: 3 clusters Score -1737836 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1739645.750000 Penalty: 3339.985107
	Iteration 2F: 3 clusters Score -1739646 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1742095.000000 Penalty: 3339.985107
	Iteration 3F: 3 clusters Score -1742095 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1744769.500000 Penalty: 3339.985107
	Iteration 4F: 3 clusters Score -1744770 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1747172.375000 Penalty: 3339.985107
	Iteration 5F: 3 clusters Score -1747172 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -1749057.250000 Penalty: 3339.985107
	Iteration 6F: 3 clusters Score -1749057 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1750305.250000 Penalty: 3339.985107
	Iteration 7Q: 3 clusters Score -1750305 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -1750846.000000 Penalty: 3339.985107
	Iteration 8Q: 3 clusters Score -1750846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -1751002.000000 Penalty: 3339.985107
	Iteration 9Q: 3 clusters Score -1751002 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -1751076.125000 Penalty: 3339.985107
	Iteration 10Q: 3 clusters Score -1751076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -1751110.000000 Penalty: 3339.985107
	Iteration 11Q: 3 clusters Score -1751110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -1751134.875000 Penalty: 3339.985107
	Iteration 12Q: 3 clusters Score -1751135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -1751142.375000 Penalty: 3339.985107
	Iteration 13Q: 3 clusters Score -1751142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -1751153.250000 Penalty: 3339.985107
	Iteration 14Q: 3 clusters Score -1751153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -1751164.250000 Penalty: 3339.985107
	Iteration 15Q: 3 clusters Score -1751164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -1751163.000000 Penalty: 3339.985107
	Iteration 16Q: 3 clusters Score -1751163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -1751169.125000 Penalty: 3339.985107
	Iteration 17Q: 3 clusters Score -1751169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -1751167.375000 Penalty: 3339.985107
	Iteration 18Q: 3 clusters Score -1751167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -1751166.625000 Penalty: 3339.985107
	Iteration 19Q: 3 clusters Score -1751167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -1751169.375000 Penalty: 3339.985107
	Iteration 20F: 3 clusters Score -1751169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -1751168.500000 Penalty: 3339.985107
	Iteration 21Q: 3 clusters Score -1751168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -1751170.375000 Penalty: 3339.985107
	Iteration 22Q: 3 clusters Score -1751170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -1751169.000000 Penalty: 3339.985107
	Iteration 23Q: 3 clusters Score -1751169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1751171.750000 Penalty: 3339.985107
	Iteration 24Q: 3 clusters Score -1751172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -1751172.375000 Penalty: 3339.985107
	Iteration 25Q: 3 clusters Score -1751172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -1751170.375000 Penalty: 3339.985107
	Iteration 26Q: 3 clusters Score -1751170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -1751170.375000 Penalty: 3339.985107
	Iteration 27F: 3 clusters Score -1751170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 91575 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 119739 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 33203 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Entering Unmasked Estep 
Score: -30792898.000000 Penalty: 47250.562500
Splitting cluster 1 changes total score from -30791126.000000 to -30792898.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (5846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Entering Unmasked Estep 
Score: -332167.343750 Penalty: 1409.445923
	Iteration 0F: 2 clusters Score -332167.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -327683.562500 Penalty: 2818.891846
	Iteration 0F: 3 clusters Score -327683.6 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -329231.500000 Penalty: 2818.891846
	Iteration 1F: 3 clusters Score -329231.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -329912.406250 Penalty: 2818.891846
	Iteration 2F: 3 clusters Score -329912.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -330587.500000 Penalty: 2818.891846
	Iteration 3F: 3 clusters Score -330587.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -331102.281250 Penalty: 2818.891846
	Iteration 4F: 3 clusters Score -331102.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -331421.562500 Penalty: 2818.891846
	Iteration 5F: 3 clusters Score -331421.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -331578.656250 Penalty: 2818.891846
	Iteration 6Q: 3 clusters Score -331578.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -331652.531250 Penalty: 2818.891846
	Iteration 7Q: 3 clusters Score -331652.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -331686.531250 Penalty: 2818.891846
	Iteration 8Q: 3 clusters Score -331686.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -331698.906250 Penalty: 2818.891846
	Iteration 9Q: 3 clusters Score -331698.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -331709.906250 Penalty: 2818.891846
	Iteration 10Q: 3 clusters Score -331709.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -331719.281250 Penalty: 2818.891846
	Iteration 11Q: 3 clusters Score -331719.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -331724.187500 Penalty: 2818.891846
	Iteration 12Q: 3 clusters Score -331724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -331727.968750 Penalty: 2818.891846
	Iteration 13Q: 3 clusters Score -331728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -331729.250000 Penalty: 2818.891846
	Iteration 14Q: 3 clusters Score -331729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -331732.062500 Penalty: 2818.891846
	Iteration 15Q: 3 clusters Score -331732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -331733.250000 Penalty: 2818.891846
	Iteration 16Q: 3 clusters Score -331733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -331735.687500 Penalty: 2818.891846
	Iteration 17Q: 3 clusters Score -331735.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -331738.625000 Penalty: 2818.891846
	Iteration 18Q: 3 clusters Score -331738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -331742.281250 Penalty: 2818.891846
	Iteration 19Q: 3 clusters Score -331742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -331744.000000 Penalty: 2818.891846
	Iteration 20F: 3 clusters Score -331744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -331744.875000 Penalty: 2818.891846
	Iteration 21Q: 3 clusters Score -331744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -331746.000000 Penalty: 2818.891846
	Iteration 22Q: 3 clusters Score -331746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -331747.343750 Penalty: 2818.891846
	Iteration 23Q: 3 clusters Score -331747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -331749.343750 Penalty: 2818.891846
	Iteration 24Q: 3 clusters Score -331749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -331750.656250 Penalty: 2818.891846
	Iteration 25Q: 3 clusters Score -331750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -331750.687500 Penalty: 2818.891846
	Iteration 26Q: 3 clusters Score -331750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -331751.250000 Penalty: 2818.891846
	Iteration 27Q: 3 clusters Score -331751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -331751.250000 Penalty: 2818.891846
	Iteration 28F: 3 clusters Score -331751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Entering Unmasked Estep 
Score: -5399646.500000 Penalty: 1856.548462
	Iteration 0F: 2 clusters Score -5399646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -5338398.500000 Penalty: 3713.096924
	Iteration 0F: 3 clusters Score -5338398 nChanged 43949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5363631.500000 Penalty: 3713.096924
	Iteration 1F: 3 clusters Score -5363632 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -5364923.500000 Penalty: 3713.096924
	Iteration 2Q: 3 clusters Score -5364924 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -5367045.000000 Penalty: 3713.096924
	Iteration 3Q: 3 clusters Score -5367045 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -5370325.500000 Penalty: 3713.096924
	Iteration 4F: 3 clusters Score -5370326 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -5374811.500000 Penalty: 3713.096924
	Iteration 5F: 3 clusters Score -5374812 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -5380319.000000 Penalty: 3713.096924
	Iteration 6F: 3 clusters Score -5380319 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5386378.500000 Penalty: 3713.096924
	Iteration 7F: 3 clusters Score -5386378 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5392717.500000 Penalty: 3713.096924
	Iteration 8F: 3 clusters Score -5392718 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -5397793.000000 Penalty: 3713.096924
	Iteration 9F: 3 clusters Score -5397793 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5400440.000000 Penalty: 3713.096924
	Iteration 10Q: 3 clusters Score -5400440 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5401576 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5401983 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5402152.000000 Penalty: 3713.096924
	Iteration 13Q: 3 clusters Score -5402152 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -5402242.500000 Penalty: 3713.096924
	Iteration 14Q: 3 clusters Score -5402242 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -5402315.500000 Penalty: 3713.096924
	Iteration 15Q: 3 clusters Score -5402316 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5402325.500000 Penalty: 3713.096924
	Iteration 16Q: 3 clusters Score -5402326 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5402377 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5402396.000000 Penalty: 3713.096924
	Iteration 18Q: 3 clusters Score -5402396 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5402403.000000 Penalty: 3713.096924
	Iteration 19Q: 3 clusters Score -5402403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5402429.500000 Penalty: 3713.096924
	Iteration 20F: 3 clusters Score -5402430 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5402460.500000 Penalty: 3713.096924
	Iteration 21Q: 3 clusters Score -5402460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5402481.000000 Penalty: 3713.096924
	Iteration 22Q: 3 clusters Score -5402481 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5402505.500000 Penalty: 3713.096924
	Iteration 23Q: 3 clusters Score -5402506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -5402532.500000 Penalty: 3713.096924
	Iteration 24Q: 3 clusters Score -5402532 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -5402544.000000 Penalty: 3713.096924
	Iteration 25Q: 3 clusters Score -5402544 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5402546.000000 Penalty: 3713.096924
	Iteration 26Q: 3 clusters Score -5402546 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -5402529.500000 Penalty: 3713.096924
	Iteration 27Q: 3 clusters Score -5402530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5402540.500000 Penalty: 3713.096924
	Iteration 28Q: 3 clusters Score -5402540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5402566.000000 Penalty: 3713.096924
	Iteration 29Q: 3 clusters Score -5402566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -5402580.000000 Penalty: 3713.096924
	Iteration 30Q: 3 clusters Score -5402580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -5402573.000000 Penalty: 3713.096924
	Iteration 31Q: 3 clusters Score -5402573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -5402588.000000 Penalty: 3713.096924
	Iteration 32Q: 3 clusters Score -5402588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -5402599.000000 Penalty: 3713.096924
	Iteration 33Q: 3 clusters Score -5402599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -5402599.500000 Penalty: 3713.096924
	Iteration 34Q: 3 clusters Score -5402600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -5402615.500000 Penalty: 3713.096924
	Iteration 35Q: 3 clusters Score -5402616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5402606.000000 Penalty: 3713.096924
	Iteration 36Q: 3 clusters Score -5402606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5402622.000000 Penalty: 3713.096924
	Iteration 37Q: 3 clusters Score -5402622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -5402638.000000 Penalty: 3713.096924
	Iteration 38Q: 3 clusters Score -5402638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5402638.500000 Penalty: 3713.096924
	Iteration 39Q: 3 clusters Score -5402638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -5402627.500000 Penalty: 3713.096924
	Iteration 40F: 3 clusters Score -5402628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5402626.000000 Penalty: 3713.096924
	Iteration 41Q: 3 clusters Score -5402626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5402610.500000 Penalty: 3713.096924
	Iteration 42Q: 3 clusters Score -5402610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -5402633.000000 Penalty: 3713.096924
	Iteration 43Q: 3 clusters Score -5402633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5402640.000000 Penalty: 3713.096924
	Iteration 44Q: 3 clusters Score -5402640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -5402647.500000 Penalty: 3713.096924
	Iteration 45Q: 3 clusters Score -5402648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5402650.000000 Penalty: 3713.096924
	Iteration 46Q: 3 clusters Score -5402650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5402665.500000 Penalty: 3713.096924
	Iteration 47Q: 3 clusters Score -5402666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5402661.000000 Penalty: 3713.096924
	Iteration 48Q: 3 clusters Score -5402661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5402655.500000 Penalty: 3713.096924
	Iteration 49Q: 3 clusters Score -5402656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5402657.500000 Penalty: 3713.096924
	Iteration 50Q: 3 clusters Score -5402658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5402679.500000 Penalty: 3713.096924
	Iteration 51Q: 3 clusters Score -5402680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -5402684.000000 Penalty: 3713.096924
	Iteration 52Q: 3 clusters Score -5402684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5402665.500000 Penalty: 3713.096924
	Iteration 53Q: 3 clusters Score -5402666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -5402656.000000 Penalty: 3713.096924
	Iteration 54Q: 3 clusters Score -5402656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5402647.000000 Penalty: 3713.096924
	Iteration 55Q: 3 clusters Score -5402647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5402650.500000 Penalty: 3713.096924
	Iteration 56Q: 3 clusters Score -5402650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -5402648.000000 Penalty: 3713.096924
	Iteration 57Q: 3 clusters Score -5402648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -5402656.500000 Penalty: 3713.096924
	Iteration 58Q: 3 clusters Score -5402656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5402669.500000 Penalty: 3713.096924
	Iteration 59Q: 3 clusters Score -5402670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5402678.000000 Penalty: 3713.096924
	Iteration 60F: 3 clusters Score -5402678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5402674.000000 Penalty: 3713.096924
	Iteration 61Q: 3 clusters Score -5402674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -5402680.500000 Penalty: 3713.096924
	Iteration 62Q: 3 clusters Score -5402680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5402682.000000 Penalty: 3713.096924
	Iteration 63Q: 3 clusters Score -5402682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5402689.500000 Penalty: 3713.096924
	Iteration 64Q: 3 clusters Score -5402690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5402690.500000 Penalty: 3713.096924
	Iteration 65Q: 3 clusters Score -5402690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -5402705.000000 Penalty: 3713.096924
	Iteration 66Q: 3 clusters Score -5402705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5402700.500000 Penalty: 3713.096924
	Iteration 67Q: 3 clusters Score -5402700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5402710.500000 Penalty: 3713.096924
	Iteration 68Q: 3 clusters Score -5402710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5402743.000000 Penalty: 3713.096924
	Iteration 69Q: 3 clusters Score -5402743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5402755.000000 Penalty: 3713.096924
	Iteration 70Q: 3 clusters Score -5402755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5402754.000000 Penalty: 3713.096924
	Iteration 71Q: 3 clusters Score -5402754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5402751.500000 Penalty: 3713.096924
	Iteration 72Q: 3 clusters Score -5402752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5402738.500000 Penalty: 3713.096924
	Iteration 73Q: 3 clusters Score -5402738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5402753.500000 Penalty: 3713.096924
	Iteration 74Q: 3 clusters Score -5402754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5402755.500000 Penalty: 3713.096924
	Iteration 75Q: 3 clusters Score -5402756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5402763.000000 Penalty: 3713.096924
	Iteration 76Q: 3 clusters Score -5402763 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5402777.500000 Penalty: 3713.096924
	Iteration 77Q: 3 clusters Score -5402778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5402784.500000 Penalty: 3713.096924
	Iteration 78Q: 3 clusters Score -5402784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5402792.000000 Penalty: 3713.096924
	Iteration 79Q: 3 clusters Score -5402792 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5402790.500000 Penalty: 3713.096924
	Iteration 80F: 3 clusters Score -5402790 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5402811.500000 Penalty: 3713.096924
	Iteration 81Q: 3 clusters Score -5402812 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5402799.000000 Penalty: 3713.096924
	Iteration 82Q: 3 clusters Score -5402799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5402807.000000 Penalty: 3713.096924
	Iteration 83Q: 3 clusters Score -5402807 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5402803.000000 Penalty: 3713.096924
	Iteration 84Q: 3 clusters Score -5402803 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5402815.000000 Penalty: 3713.096924
	Iteration 85Q: 3 clusters Score -5402815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5402806.500000 Penalty: 3713.096924
	Iteration 86Q: 3 clusters Score -5402806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5402826.000000 Penalty: 3713.096924
	Iteration 87Q: 3 clusters Score -5402826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5402823.000000 Penalty: 3713.096924
	Iteration 88Q: 3 clusters Score -5402823 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5402823.000000 Penalty: 3713.096924
	Iteration 89Q: 3 clusters Score -5402823 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5402841.000000 Penalty: 3713.096924
	Iteration 90Q: 3 clusters Score -5402841 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5402828.000000 Penalty: 3713.096924
	Iteration 91Q: 3 clusters Score -5402828 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5402848.500000 Penalty: 3713.096924
	Iteration 92Q: 3 clusters Score -5402848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5402851.000000 Penalty: 3713.096924
	Iteration 93Q: 3 clusters Score -5402851 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5402867.500000 Penalty: 3713.096924
	Iteration 94Q: 3 clusters Score -5402868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -5402879.500000 Penalty: 3713.096924
	Iteration 95Q: 3 clusters Score -5402880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5402908.000000 Penalty: 3713.096924
	Iteration 96Q: 3 clusters Score -5402908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -5402917.000000 Penalty: 3713.096924
	Iteration 97Q: 3 clusters Score -5402917 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5402937.000000 Penalty: 3713.096924
	Iteration 98Q: 3 clusters Score -5402937 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -5402939.000000 Penalty: 3713.096924
	Iteration 99Q: 3 clusters Score -5402939 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -5402947.000000 Penalty: 3713.096924
	Iteration 100F: 3 clusters Score -5402947 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5402965.000000 Penalty: 3713.096924
	Iteration 101Q: 3 clusters Score -5402965 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5402981.000000 Penalty: 3713.096924
	Iteration 102Q: 3 clusters Score -5402981 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -5402993.000000 Penalty: 3713.096924
	Iteration 103Q: 3 clusters Score -5402993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5403016.000000 Penalty: 3713.096924
	Iteration 104Q: 3 clusters Score -5403016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5403041.000000 Penalty: 3713.096924
	Iteration 105Q: 3 clusters Score -5403041 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5403097.500000 Penalty: 3713.096924
	Iteration 106Q: 3 clusters Score -5403098 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5403110.500000 Penalty: 3713.096924
	Iteration 107Q: 3 clusters Score -5403110 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5403122.000000 Penalty: 3713.096924
	Iteration 108Q: 3 clusters Score -5403122 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5403133.000000 Penalty: 3713.096924
	Iteration 109Q: 3 clusters Score -5403133 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -5403205.000000 Penalty: 3713.096924
	Iteration 110Q: 3 clusters Score -5403205 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5403214.000000 Penalty: 3713.096924
	Iteration 111Q: 3 clusters Score -5403214 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5403220.000000 Penalty: 3713.096924
	Iteration 112Q: 3 clusters Score -5403220 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -5403250.000000 Penalty: 3713.096924
	Iteration 113Q: 3 clusters Score -5403250 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5403280.000000 Penalty: 3713.096924
	Iteration 114Q: 3 clusters Score -5403280 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5403332.000000 Penalty: 3713.096924
	Iteration 115Q: 3 clusters Score -5403332 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5403375.000000 Penalty: 3713.096924
	Iteration 116Q: 3 clusters Score -5403375 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5403412.500000 Penalty: 3713.096924
	Iteration 117Q: 3 clusters Score -5403412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -5403462.000000 Penalty: 3713.096924
	Iteration 118Q: 3 clusters Score -5403462 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5403487.000000 Penalty: 3713.096924
	Iteration 119Q: 3 clusters Score -5403487 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5403575.000000 Penalty: 3713.096924
	Iteration 120F: 3 clusters Score -5403575 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5403629.000000 Penalty: 3713.096924
	Iteration 121Q: 3 clusters Score -5403629 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5403676.500000 Penalty: 3713.096924
	Iteration 122Q: 3 clusters Score -5403676 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5403741.500000 Penalty: 3713.096924
	Iteration 123Q: 3 clusters Score -5403742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5403778.500000 Penalty: 3713.096924
	Iteration 124Q: 3 clusters Score -5403778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -5403860.000000 Penalty: 3713.096924
	Iteration 125Q: 3 clusters Score -5403860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5403865.500000 Penalty: 3713.096924
	Iteration 126Q: 3 clusters Score -5403866 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5403923.500000 Penalty: 3713.096924
	Iteration 127Q: 3 clusters Score -5403924 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5403917.500000 Penalty: 3713.096924
	Iteration 128Q: 3 clusters Score -5403918 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -5403929.000000 Penalty: 3713.096924
	Iteration 129Q: 3 clusters Score -5403929 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -5403922.500000 Penalty: 3713.096924
	Iteration 130Q: 3 clusters Score -5403922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -5403962.500000 Penalty: 3713.096924
	Iteration 131Q: 3 clusters Score -5403962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -5403978.500000 Penalty: 3713.096924
	Iteration 132Q: 3 clusters Score -5403978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5403982.000000 Penalty: 3713.096924
	Iteration 133Q: 3 clusters Score -5403982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -5403999.500000 Penalty: 3713.096924
	Iteration 134Q: 3 clusters Score -5404000 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -5404024.000000 Penalty: 3713.096924
	Iteration 135Q: 3 clusters Score -5404024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -5404034.500000 Penalty: 3713.096924
	Iteration 136Q: 3 clusters Score -5404034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5404044.500000 Penalty: 3713.096924
	Iteration 137Q: 3 clusters Score -5404044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5404043.500000 Penalty: 3713.096924
	Iteration 138Q: 3 clusters Score -5404044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5404046.000000 Penalty: 3713.096924
	Iteration 139Q: 3 clusters Score -5404046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5404060.500000 Penalty: 3713.096924
	Iteration 140F: 3 clusters Score -5404060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -5404058.500000 Penalty: 3713.096924
	Iteration 141Q: 3 clusters Score -5404058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -5404056.000000 Penalty: 3713.096924
	Iteration 142Q: 3 clusters Score -5404056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -5404054.500000 Penalty: 3713.096924
	Iteration 143Q: 3 clusters Score -5404054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -5404065.500000 Penalty: 3713.096924
	Iteration 144Q: 3 clusters Score -5404066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5404063.000000 Penalty: 3713.096924
	Iteration 145Q: 3 clusters Score -5404063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5404051.500000 Penalty: 3713.096924
	Iteration 146Q: 3 clusters Score -5404052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -5404051.500000 Penalty: 3713.096924
	Iteration 147Q: 3 clusters Score -5404052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -5404056.000000 Penalty: 3713.096924
	Iteration 148Q: 3 clusters Score -5404056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -5404044.500000 Penalty: 3713.096924
	Iteration 149Q: 3 clusters Score -5404044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5404048.500000 Penalty: 3713.096924
	Iteration 150Q: 3 clusters Score -5404048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -5404050.500000 Penalty: 3713.096924
	Iteration 151Q: 3 clusters Score -5404050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -5404038.500000 Penalty: 3713.096924
	Iteration 152Q: 3 clusters Score -5404038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -5404045.500000 Penalty: 3713.096924
	Iteration 153Q: 3 clusters Score -5404046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -5404045.000000 Penalty: 3713.096924
	Iteration 154Q: 3 clusters Score -5404045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5404043.500000 Penalty: 3713.096924
	Iteration 155Q: 3 clusters Score -5404044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -5404040.500000 Penalty: 3713.096924
	Iteration 156Q: 3 clusters Score -5404040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5404043.500000 Penalty: 3713.096924
	Iteration 157Q: 3 clusters Score -5404044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5404043.500000 Penalty: 3713.096924
	Iteration 158F: 3 clusters Score -5404044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 119739 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 33203 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Entering Unmasked Estep 
Score: -30797122.000000 Penalty: 49398.316406
Splitting cluster 3 changes total score from -30791126.000000 to -30797122.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (47114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Entering Unmasked Estep 
Score: -2882489.750000 Penalty: 1748.552856
	Iteration 0F: 2 clusters Score -2882490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2851043.000000 Penalty: 3497.105713
	Iteration 0F: 3 clusters Score -2851043 nChanged 21947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2863448.500000 Penalty: 3497.105713
	Iteration 1F: 3 clusters Score -2863448 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2864216.250000 Penalty: 3497.105713
	Iteration 2Q: 3 clusters Score -2864216 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2865280.500000 Penalty: 3497.105713
	Iteration 3Q: 3 clusters Score -2865280 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2866900.250000 Penalty: 3497.105713
	Iteration 4F: 3 clusters Score -2866900 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2869217.250000 Penalty: 3497.105713
	Iteration 5F: 3 clusters Score -2869217 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -2871886.750000 Penalty: 3497.105713
	Iteration 6F: 3 clusters Score -2871887 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -2874174.750000 Penalty: 3497.105713
	Iteration 7F: 3 clusters Score -2874175 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -2875835.000000 Penalty: 3497.105713
	Iteration 8F: 3 clusters Score -2875835 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2877039.000000 Penalty: 3497.105713
	Iteration 9Q: 3 clusters Score -2877039 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -2877894.000000 Penalty: 3497.105713
	Iteration 10Q: 3 clusters Score -2877894 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -2878504.500000 Penalty: 3497.105713
	Iteration 11Q: 3 clusters Score -2878504 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -2878888.750000 Penalty: 3497.105713
	Iteration 12Q: 3 clusters Score -2878889 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -2879192.250000 Penalty: 3497.105713
	Iteration 13Q: 3 clusters Score -2879192 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -2879398.500000 Penalty: 3497.105713
	Iteration 14Q: 3 clusters Score -2879398 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -2879590.750000 Penalty: 3497.105713
	Iteration 15Q: 3 clusters Score -2879591 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -2879724.500000 Penalty: 3497.105713
	Iteration 16Q: 3 clusters Score -2879724 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -2879886.750000 Penalty: 3497.105713
	Iteration 17Q: 3 clusters Score -2879887 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -2880017.500000 Penalty: 3497.105713
	Iteration 18Q: 3 clusters Score -2880018 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -2880133.500000 Penalty: 3497.105713
	Iteration 19Q: 3 clusters Score -2880134 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -2880243.750000 Penalty: 3497.105713
	Iteration 20F: 3 clusters Score -2880244 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -2880317.000000 Penalty: 3497.105713
	Iteration 21Q: 3 clusters Score -2880317 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -2880377.750000 Penalty: 3497.105713
	Iteration 22Q: 3 clusters Score -2880378 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -2880438.750000 Penalty: 3497.105713
	Iteration 23Q: 3 clusters Score -2880439 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -2880495.250000 Penalty: 3497.105713
	Iteration 24Q: 3 clusters Score -2880495 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -2880528.000000 Penalty: 3497.105713
	Iteration 25Q: 3 clusters Score -2880528 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -2880586.500000 Penalty: 3497.105713
	Iteration 26Q: 3 clusters Score -2880586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -2880588.250000 Penalty: 3497.105713
	Iteration 27Q: 3 clusters Score -2880588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -2880628.000000 Penalty: 3497.105713
	Iteration 28Q: 3 clusters Score -2880628 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -2880669.250000 Penalty: 3497.105713
	Iteration 29Q: 3 clusters Score -2880669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -2880682.000000 Penalty: 3497.105713
	Iteration 30Q: 3 clusters Score -2880682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -2880727.500000 Penalty: 3497.105713
	Iteration 31Q: 3 clusters Score -2880728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -2880757.250000 Penalty: 3497.105713
	Iteration 32Q: 3 clusters Score -2880757 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2880786 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2880800 nChanged 131
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Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2880837 nChanged 135
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Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2880864 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2880890 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2880906 nChanged 90
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2880914 nChanged 77
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Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -2880921.750000 Penalty: 3497.105713
	Iteration 40F: 3 clusters Score -2880922 nChanged 61
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -2880931.000000 Penalty: 3497.105713
	Iteration 41Q: 3 clusters Score -2880931 nChanged 58
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2880943 nChanged 69
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Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2880940 nChanged 67
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Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2880943 nChanged 71
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Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2880955 nChanged 64
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Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2880968 nChanged 66
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Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2880984 nChanged 70
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Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2880999 nChanged 75
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2881001 nChanged 63
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Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2881000 nChanged 65
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Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2881006 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -2881024.250000 Penalty: 3497.105713
	Iteration 52Q: 3 clusters Score -2881024 nChanged 58
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Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2881033 nChanged 60
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2881041 nChanged 54
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Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2881051 nChanged 58
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Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2881056 nChanged 64
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Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2881075 nChanged 62
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Mstep: Class 1 contains 3592 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2881070 nChanged 54
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2881075 nChanged 51
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Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2881085 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2881096 nChanged 49
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Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2881099 nChanged 48
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2881109 nChanged 40
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2881112 nChanged 38
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2881110 nChanged 33
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Mstep: Class 1 contains 3232 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2881117 nChanged 34
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Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2881123 nChanged 36
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Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2881134 nChanged 42
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Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2881140 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2881143 nChanged 38
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Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2881149 nChanged 33
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Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2881147 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2881163 nChanged 25
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Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2881163 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2953 members 
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	Iteration 75Q: 3 clusters Score -2881165 nChanged 23
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Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 44184 members 
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	Iteration 76Q: 3 clusters Score -2881168 nChanged 16
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Mstep: Class 1 contains 2914 members 
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	Iteration 77Q: 3 clusters Score -2881175 nChanged 12
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Mstep: Class 1 contains 2902 members 
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	Iteration 78Q: 3 clusters Score -2881169 nChanged 12
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Mstep: Class 1 contains 2890 members 
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	Iteration 79Q: 3 clusters Score -2881167 nChanged 9
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Mstep: Class 1 contains 2881 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2881172 nChanged 7
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Mstep: Class 1 contains 2874 members 
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	Iteration 81Q: 3 clusters Score -2881176 nChanged 7
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Mstep: Class 1 contains 2867 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2881173 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2856 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2881180 nChanged 10
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Mstep: Class 1 contains 2846 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2881179 nChanged 12
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Mstep: Class 1 contains 2834 members 
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	Iteration 85Q: 3 clusters Score -2881177 nChanged 9
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Mstep: Class 1 contains 2825 members 
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	Iteration 86Q: 3 clusters Score -2881177 nChanged 8
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Mstep: Class 1 contains 2817 members 
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	Iteration 87Q: 3 clusters Score -2881176 nChanged 5
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Mstep: Class 1 contains 2812 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2881173 nChanged 7
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Mstep: Class 1 contains 2805 members 
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	Iteration 89Q: 3 clusters Score -2881176 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2797 members 
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	Iteration 90Q: 3 clusters Score -2881176 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2790 members 
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	Iteration 91Q: 3 clusters Score -2881178 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2780 members 
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	Iteration 92Q: 3 clusters Score -2881176 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2777 members 
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	Iteration 93Q: 3 clusters Score -2881177 nChanged 5
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2881180 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2766 members 
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Entering Unmasked Estep 
Score: -2881181.250000 Penalty: 3497.105713
	Iteration 95Q: 3 clusters Score -2881181 nChanged 3
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Mstep: Class 1 contains 2763 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2881182 nChanged 5
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Mstep: Class 1 contains 2758 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2881180 nChanged 7
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Mstep: Class 1 contains 2751 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2881184 nChanged 11
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Mstep: Class 1 contains 2742 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2881186 nChanged 14
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Mstep: Class 1 contains 2730 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2881185 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
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Entering Unmasked Estep 
Score: -2881193.500000 Penalty: 3497.105713
	Iteration 101Q: 3 clusters Score -2881194 nChanged 9
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Mstep: Class 1 contains 2703 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2881193 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2692 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2881198 nChanged 10
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Mstep: Class 1 contains 2682 members 
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Entering Unmasked Estep 
Score: -2881201.250000 Penalty: 3497.105713
	Iteration 104Q: 3 clusters Score -2881201 nChanged 10
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Mstep: Class 1 contains 2672 members 
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Entering Unmasked Estep 
Score: -2881202.250000 Penalty: 3497.105713
	Iteration 105Q: 3 clusters Score -2881202 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -2881205.000000 Penalty: 3497.105713
	Iteration 106Q: 3 clusters Score -2881205 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2661 members 
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Entering Unmasked Estep 
Score: -2881203.750000 Penalty: 3497.105713
	Iteration 107Q: 3 clusters Score -2881204 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2656 members 
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Entering Unmasked Estep 
Score: -2881206.500000 Penalty: 3497.105713
	Iteration 108Q: 3 clusters Score -2881206 nChanged 7
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Mstep: Class 1 contains 2649 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2881206 nChanged 4
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Mstep: Class 1 contains 2645 members 
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	Iteration 110Q: 3 clusters Score -2881201 nChanged 3
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Mstep: Class 1 contains 2642 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2881202 nChanged 2
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Mstep: Class 1 contains 2640 members 
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	Iteration 112Q: 3 clusters Score -2881203 nChanged 5
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Mstep: Class 1 contains 2635 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2881206 nChanged 5
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Entering Unmasked Estep 
Score: -2881207.000000 Penalty: 3497.105713
	Iteration 114Q: 3 clusters Score -2881207 nChanged 7
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Entering Unmasked Estep 
Score: -2881211.000000 Penalty: 3497.105713
	Iteration 115Q: 3 clusters Score -2881211 nChanged 10
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2881207 nChanged 8
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2881204 nChanged 6
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Mstep: Class 1 contains 2601 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2881211 nChanged 6
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Mstep: Class 1 contains 2595 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2881205 nChanged 2
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Mstep: Class 1 contains 2593 members 
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Entering Unmasked Estep 
Score: -2881213.500000 Penalty: 3497.105713
	Iteration 120F: 3 clusters Score -2881214 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2589 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2881214 nChanged 7
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Entering Unmasked Estep 
Score: -2881215.250000 Penalty: 3497.105713
	Iteration 122Q: 3 clusters Score -2881215 nChanged 7
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Mstep: Class 1 contains 2575 members 
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Entering Unmasked Estep 
Score: -2881220.000000 Penalty: 3497.105713
	Iteration 123Q: 3 clusters Score -2881220 nChanged 5
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Mstep: Class 1 contains 2570 members 
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Entering Unmasked Estep 
Score: -2881217.750000 Penalty: 3497.105713
	Iteration 124Q: 3 clusters Score -2881218 nChanged 8
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Entering Unmasked Estep 
Score: -2881220.250000 Penalty: 3497.105713
	Iteration 125Q: 3 clusters Score -2881220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -2881216.750000 Penalty: 3497.105713
	Iteration 126Q: 3 clusters Score -2881217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -2881220.750000 Penalty: 3497.105713
	Iteration 127Q: 3 clusters Score -2881221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -2881218.000000 Penalty: 3497.105713
	Iteration 128Q: 3 clusters Score -2881218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -2881223.000000 Penalty: 3497.105713
	Iteration 129Q: 3 clusters Score -2881223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -2881223.750000 Penalty: 3497.105713
	Iteration 130Q: 3 clusters Score -2881224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -2881232.000000 Penalty: 3497.105713
	Iteration 131Q: 3 clusters Score -2881232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -2881238.750000 Penalty: 3497.105713
	Iteration 132Q: 3 clusters Score -2881239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -2881238.000000 Penalty: 3497.105713
	Iteration 133Q: 3 clusters Score -2881238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -2881239.500000 Penalty: 3497.105713
	Iteration 134Q: 3 clusters Score -2881240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -2881240.000000 Penalty: 3497.105713
	Iteration 135Q: 3 clusters Score -2881240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -2881236.250000 Penalty: 3497.105713
	Iteration 136Q: 3 clusters Score -2881236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -2881242.000000 Penalty: 3497.105713
	Iteration 137Q: 3 clusters Score -2881242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -2881245.250000 Penalty: 3497.105713
	Iteration 138Q: 3 clusters Score -2881245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -2881240.250000 Penalty: 3497.105713
	Iteration 139Q: 3 clusters Score -2881240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2881241.000000 Penalty: 3497.105713
	Iteration 140F: 3 clusters Score -2881241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -2881236.000000 Penalty: 3497.105713
	Iteration 141Q: 3 clusters Score -2881236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -2881239.500000 Penalty: 3497.105713
	Iteration 142Q: 3 clusters Score -2881240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -2881237.000000 Penalty: 3497.105713
	Iteration 143Q: 3 clusters Score -2881237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -2881234.250000 Penalty: 3497.105713
	Iteration 144Q: 3 clusters Score -2881234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -2881234.250000 Penalty: 3497.105713
	Iteration 145F: 3 clusters Score -2881234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (119739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Entering Unmasked Estep 
Score: -7126223.500000 Penalty: 1900.123779
	Iteration 0F: 2 clusters Score -7126224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7045943.000000 Penalty: 3800.247559
	Iteration 0F: 3 clusters Score -7045943 nChanged 57609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -7080362.500000 Penalty: 3800.247559
	Iteration 1F: 3 clusters Score -7080362 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -7082504.000000 Penalty: 3800.247559
	Iteration 2Q: 3 clusters Score -7082504 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -7085655.500000 Penalty: 3800.247559
	Iteration 3F: 3 clusters Score -7085656 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -7090041.000000 Penalty: 3800.247559
	Iteration 4F: 3 clusters Score -7090041 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -7095464.500000 Penalty: 3800.247559
	Iteration 5F: 3 clusters Score -7095464 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -7100865.000000 Penalty: 3800.247559
	Iteration 6F: 3 clusters Score -7100865 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -7105564.500000 Penalty: 3800.247559
	Iteration 7F: 3 clusters Score -7105564 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -7109315.000000 Penalty: 3800.247559
	Iteration 8F: 3 clusters Score -7109315 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -7112107.000000 Penalty: 3800.247559
	Iteration 9Q: 3 clusters Score -7112107 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -7114267.500000 Penalty: 3800.247559
	Iteration 10Q: 3 clusters Score -7114268 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -7115885.500000 Penalty: 3800.247559
	Iteration 11Q: 3 clusters Score -7115886 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -7117196.000000 Penalty: 3800.247559
	Iteration 12Q: 3 clusters Score -7117196 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -7118103.000000 Penalty: 3800.247559
	Iteration 13Q: 3 clusters Score -7118103 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -7118919.500000 Penalty: 3800.247559
	Iteration 14Q: 3 clusters Score -7118920 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -7119604.500000 Penalty: 3800.247559
	Iteration 15Q: 3 clusters Score -7119604 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -7120272.500000 Penalty: 3800.247559
	Iteration 16Q: 3 clusters Score -7120272 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -7120796.500000 Penalty: 3800.247559
	Iteration 17Q: 3 clusters Score -7120796 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -7121321.500000 Penalty: 3800.247559
	Iteration 18Q: 3 clusters Score -7121322 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 82399 members 
Entering Unmasked Estep 
Score: -7121815.000000 Penalty: 3800.247559
	Iteration 19Q: 3 clusters Score -7121815 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -7122110.000000 Penalty: 3800.247559
	Iteration 20F: 3 clusters Score -7122110 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -7122409.500000 Penalty: 3800.247559
	Iteration 21Q: 3 clusters Score -7122410 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -7122641.500000 Penalty: 3800.247559
	Iteration 22Q: 3 clusters Score -7122642 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -7122806.000000 Penalty: 3800.247559
	Iteration 23Q: 3 clusters Score -7122806 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -7122971.000000 Penalty: 3800.247559
	Iteration 24Q: 3 clusters Score -7122971 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -7123094.500000 Penalty: 3800.247559
	Iteration 25Q: 3 clusters Score -7123094 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -7123194.000000 Penalty: 3800.247559
	Iteration 26Q: 3 clusters Score -7123194 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -7123267.500000 Penalty: 3800.247559
	Iteration 27Q: 3 clusters Score -7123268 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -7123356.500000 Penalty: 3800.247559
	Iteration 28Q: 3 clusters Score -7123356 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -7123426.500000 Penalty: 3800.247559
	Iteration 29Q: 3 clusters Score -7123426 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -7123493.000000 Penalty: 3800.247559
	Iteration 30Q: 3 clusters Score -7123493 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -7123591.000000 Penalty: 3800.247559
	Iteration 31Q: 3 clusters Score -7123591 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -7123632.000000 Penalty: 3800.247559
	Iteration 32Q: 3 clusters Score -7123632 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -7123754.000000 Penalty: 3800.247559
	Iteration 33Q: 3 clusters Score -7123754 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -7123788.500000 Penalty: 3800.247559
	Iteration 34Q: 3 clusters Score -7123788 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -7123893.000000 Penalty: 3800.247559
	Iteration 35Q: 3 clusters Score -7123893 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -7124046.000000 Penalty: 3800.247559
	Iteration 36Q: 3 clusters Score -7124046 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -7124220.500000 Penalty: 3800.247559
	Iteration 37Q: 3 clusters Score -7124220 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -7124422.000000 Penalty: 3800.247559
	Iteration 38Q: 3 clusters Score -7124422 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -7124766.500000 Penalty: 3800.247559
	Iteration 39Q: 3 clusters Score -7124766 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -7125300.500000 Penalty: 3800.247559
	Iteration 40F: 3 clusters Score -7125300 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -7126253.500000 Penalty: 3800.247559
	Iteration 41Q: 3 clusters Score -7126254 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -7127856.000000 Penalty: 3800.247559
	Iteration 42Q: 3 clusters Score -7127856 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -7129557.500000 Penalty: 3800.247559
	Iteration 43Q: 3 clusters Score -7129558 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -7130677.500000 Penalty: 3800.247559
	Iteration 44Q: 3 clusters Score -7130678 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -7131205.000000 Penalty: 3800.247559
	Iteration 45Q: 3 clusters Score -7131205 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -7131409.500000 Penalty: 3800.247559
	Iteration 46Q: 3 clusters Score -7131410 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -7131588.000000 Penalty: 3800.247559
	Iteration 47Q: 3 clusters Score -7131588 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -7131719.000000 Penalty: 3800.247559
	Iteration 48Q: 3 clusters Score -7131719 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -7131833.000000 Penalty: 3800.247559
	Iteration 49Q: 3 clusters Score -7131833 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -7132000.500000 Penalty: 3800.247559
	Iteration 50Q: 3 clusters Score -7132000 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -7132121.500000 Penalty: 3800.247559
	Iteration 51Q: 3 clusters Score -7132122 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -7132342.000000 Penalty: 3800.247559
	Iteration 52Q: 3 clusters Score -7132342 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -7132584.500000 Penalty: 3800.247559
	Iteration 53Q: 3 clusters Score -7132584 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -7132918.500000 Penalty: 3800.247559
	Iteration 54Q: 3 clusters Score -7132918 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -7133449.000000 Penalty: 3800.247559
	Iteration 55Q: 3 clusters Score -7133449 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -7134079.500000 Penalty: 3800.247559
	Iteration 56Q: 3 clusters Score -7134080 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -7134974.000000 Penalty: 3800.247559
	Iteration 57Q: 3 clusters Score -7134974 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -7136061.000000 Penalty: 3800.247559
	Iteration 58Q: 3 clusters Score -7136061 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -7137102.000000 Penalty: 3800.247559
	Iteration 59Q: 3 clusters Score -7137102 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -7138829.500000 Penalty: 3800.247559
	Iteration 60F: 3 clusters Score -7138830 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -7140777.500000 Penalty: 3800.247559
	Iteration 61Q: 3 clusters Score -7140778 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -7142370.500000 Penalty: 3800.247559
	Iteration 62Q: 3 clusters Score -7142370 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -7143563.500000 Penalty: 3800.247559
	Iteration 63Q: 3 clusters Score -7143564 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7144283.000000 Penalty: 3800.247559
	Iteration 64Q: 3 clusters Score -7144283 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -7144712.500000 Penalty: 3800.247559
	Iteration 65Q: 3 clusters Score -7144712 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -7144960.500000 Penalty: 3800.247559
	Iteration 66Q: 3 clusters Score -7144960 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -7145071.500000 Penalty: 3800.247559
	Iteration 67Q: 3 clusters Score -7145072 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7145149.000000 Penalty: 3800.247559
	Iteration 68Q: 3 clusters Score -7145149 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -7145167.000000 Penalty: 3800.247559
	Iteration 69Q: 3 clusters Score -7145167 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -7145180.500000 Penalty: 3800.247559
	Iteration 70Q: 3 clusters Score -7145180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7145178.000000 Penalty: 3800.247559
	Iteration 71Q: 3 clusters Score -7145178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -7145179.000000 Penalty: 3800.247559
	Iteration 72Q: 3 clusters Score -7145179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7145174.500000 Penalty: 3800.247559
	Iteration 73Q: 3 clusters Score -7145174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -7145175.000000 Penalty: 3800.247559
	Iteration 74Q: 3 clusters Score -7145175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -7145178.500000 Penalty: 3800.247559
	Iteration 75Q: 3 clusters Score -7145178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -7145182.500000 Penalty: 3800.247559
	Iteration 76Q: 3 clusters Score -7145182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -7145176.000000 Penalty: 3800.247559
	Iteration 77Q: 3 clusters Score -7145176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7145175.000000 Penalty: 3800.247559
	Iteration 78Q: 3 clusters Score -7145175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -7145170.000000 Penalty: 3800.247559
	Iteration 79Q: 3 clusters Score -7145170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7145172.500000 Penalty: 3800.247559
	Iteration 80F: 3 clusters Score -7145172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -7145170.500000 Penalty: 3800.247559
	Iteration 81Q: 3 clusters Score -7145170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -7145168.500000 Penalty: 3800.247559
	Iteration 82Q: 3 clusters Score -7145168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -7145171.500000 Penalty: 3800.247559
	Iteration 83Q: 3 clusters Score -7145172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -7145177.000000 Penalty: 3800.247559
	Iteration 84Q: 3 clusters Score -7145177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -7145174.500000 Penalty: 3800.247559
	Iteration 85Q: 3 clusters Score -7145174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -7145174.500000 Penalty: 3800.247559
	Iteration 86F: 3 clusters Score -7145174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 33203 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Entering Unmasked Estep 
Score: -30816028.000000 Penalty: 51546.070312
Splitting cluster 5 changes total score from -30791126.000000 to -30816028.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (11330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Entering Unmasked Estep 
Score: -612636.812500 Penalty: 1516.971436
	Iteration 0F: 2 clusters Score -612636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -604733.687500 Penalty: 3033.942871
	Iteration 0F: 3 clusters Score -604733.7 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -609341.062500 Penalty: 3033.942871
	Iteration 1F: 3 clusters Score -609341.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -612095.062500 Penalty: 3033.942871
	Iteration 2F: 3 clusters Score -612095.1 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -614460.125000 Penalty: 3033.942871
	Iteration 3F: 3 clusters Score -614460.1 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -615878.062500 Penalty: 3033.942871
	Iteration 4F: 3 clusters Score -615878.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -616559.625000 Penalty: 3033.942871
	Iteration 5F: 3 clusters Score -616559.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -616911.625000 Penalty: 3033.942871
	Iteration 6Q: 3 clusters Score -616911.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -617103.937500 Penalty: 3033.942871
	Iteration 7Q: 3 clusters Score -617103.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -617208.437500 Penalty: 3033.942871
	Iteration 8Q: 3 clusters Score -617208.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -617256.500000 Penalty: 3033.942871
	Iteration 9Q: 3 clusters Score -617256.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -617281.312500 Penalty: 3033.942871
	Iteration 10Q: 3 clusters Score -617281.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -617302.937500 Penalty: 3033.942871
	Iteration 11Q: 3 clusters Score -617302.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -617309.812500 Penalty: 3033.942871
	Iteration 12Q: 3 clusters Score -617309.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -617313.062500 Penalty: 3033.942871
	Iteration 13Q: 3 clusters Score -617313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -617316.250000 Penalty: 3033.942871
	Iteration 14Q: 3 clusters Score -617316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -617317.562500 Penalty: 3033.942871
	Iteration 15Q: 3 clusters Score -617317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -617319.750000 Penalty: 3033.942871
	Iteration 16Q: 3 clusters Score -617319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -617321.062500 Penalty: 3033.942871
	Iteration 17Q: 3 clusters Score -617321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -617322.750000 Penalty: 3033.942871
	Iteration 18Q: 3 clusters Score -617322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -617323.375000 Penalty: 3033.942871
	Iteration 19Q: 3 clusters Score -617323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -617324.687500 Penalty: 3033.942871
	Iteration 20F: 3 clusters Score -617324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -617324.687500 Penalty: 3033.942871
	Iteration 21Q: 3 clusters Score -617324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -617327.125000 Penalty: 3033.942871
	Iteration 22Q: 3 clusters Score -617327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -617327.562500 Penalty: 3033.942871
	Iteration 23Q: 3 clusters Score -617327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -617325.125000 Penalty: 3033.942871
	Iteration 24Q: 3 clusters Score -617325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -617325.125000 Penalty: 3033.942871
	Iteration 25F: 3 clusters Score -617325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 33203 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Entering Unmasked Estep 
Score: -30819938.000000 Penalty: 53693.824219
Splitting cluster 6 changes total score from -30791126.000000 to -30819938.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (33203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Entering Unmasked Estep 
Score: -1962384.250000 Penalty: 1691.689331
	Iteration 0F: 2 clusters Score -1962384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1939878.875000 Penalty: 3383.378662
	Iteration 0F: 3 clusters Score -1939879 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1948572.875000 Penalty: 3383.378662
	Iteration 1F: 3 clusters Score -1948573 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1949582.250000 Penalty: 3383.378662
	Iteration 2F: 3 clusters Score -1949582 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1951312.000000 Penalty: 3383.378662
	Iteration 3F: 3 clusters Score -1951312 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1953977.875000 Penalty: 3383.378662
	Iteration 4F: 3 clusters Score -1953978 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1957796.375000 Penalty: 3383.378662
	Iteration 5F: 3 clusters Score -1957796 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1961098.625000 Penalty: 3383.378662
	Iteration 6F: 3 clusters Score -1961099 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1963086.750000 Penalty: 3383.378662
	Iteration 7F: 3 clusters Score -1963087 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1964257.500000 Penalty: 3383.378662
	Iteration 8Q: 3 clusters Score -1964258 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1964839.125000 Penalty: 3383.378662
	Iteration 9Q: 3 clusters Score -1964839 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1965161.375000 Penalty: 3383.378662
	Iteration 10Q: 3 clusters Score -1965161 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1965346.250000 Penalty: 3383.378662
	Iteration 11Q: 3 clusters Score -1965346 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1965459.750000 Penalty: 3383.378662
	Iteration 12Q: 3 clusters Score -1965460 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1965534.750000 Penalty: 3383.378662
	Iteration 13Q: 3 clusters Score -1965535 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1965588.125000 Penalty: 3383.378662
	Iteration 14Q: 3 clusters Score -1965588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1965630.500000 Penalty: 3383.378662
	Iteration 15Q: 3 clusters Score -1965630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1965660.000000 Penalty: 3383.378662
	Iteration 16Q: 3 clusters Score -1965660 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1965685.625000 Penalty: 3383.378662
	Iteration 17Q: 3 clusters Score -1965686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1965718.125000 Penalty: 3383.378662
	Iteration 18Q: 3 clusters Score -1965718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1965736.250000 Penalty: 3383.378662
	Iteration 19Q: 3 clusters Score -1965736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1965753.750000 Penalty: 3383.378662
	Iteration 20F: 3 clusters Score -1965754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1965771.750000 Penalty: 3383.378662
	Iteration 21Q: 3 clusters Score -1965772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1965787.500000 Penalty: 3383.378662
	Iteration 22Q: 3 clusters Score -1965788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1965799.500000 Penalty: 3383.378662
	Iteration 23Q: 3 clusters Score -1965800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1965811.125000 Penalty: 3383.378662
	Iteration 24Q: 3 clusters Score -1965811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1965815.625000 Penalty: 3383.378662
	Iteration 25Q: 3 clusters Score -1965816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1965820.000000 Penalty: 3383.378662
	Iteration 26Q: 3 clusters Score -1965820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1965823.750000 Penalty: 3383.378662
	Iteration 27Q: 3 clusters Score -1965824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1965836.500000 Penalty: 3383.378662
	Iteration 28Q: 3 clusters Score -1965836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1965837.625000 Penalty: 3383.378662
	Iteration 29Q: 3 clusters Score -1965838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1965845.375000 Penalty: 3383.378662
	Iteration 30Q: 3 clusters Score -1965845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1965844.125000 Penalty: 3383.378662
	Iteration 31Q: 3 clusters Score -1965844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1965845.875000 Penalty: 3383.378662
	Iteration 32Q: 3 clusters Score -1965846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1965847.375000 Penalty: 3383.378662
	Iteration 33Q: 3 clusters Score -1965847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1965850.000000 Penalty: 3383.378662
	Iteration 34Q: 3 clusters Score -1965850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1965848.375000 Penalty: 3383.378662
	Iteration 35Q: 3 clusters Score -1965848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1965853.375000 Penalty: 3383.378662
	Iteration 36Q: 3 clusters Score -1965853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1965851.375000 Penalty: 3383.378662
	Iteration 37Q: 3 clusters Score -1965851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1965856.375000 Penalty: 3383.378662
	Iteration 38Q: 3 clusters Score -1965856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1965856.500000 Penalty: 3383.378662
	Iteration 39Q: 3 clusters Score -1965856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1965856.625000 Penalty: 3383.378662
	Iteration 40F: 3 clusters Score -1965857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1965860.250000 Penalty: 3383.378662
	Iteration 41Q: 3 clusters Score -1965860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1965859.125000 Penalty: 3383.378662
	Iteration 42Q: 3 clusters Score -1965859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1965860.375000 Penalty: 3383.378662
	Iteration 43Q: 3 clusters Score -1965860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1965862.875000 Penalty: 3383.378662
	Iteration 44Q: 3 clusters Score -1965863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1965861.875000 Penalty: 3383.378662
	Iteration 45Q: 3 clusters Score -1965862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1965865.000000 Penalty: 3383.378662
	Iteration 46Q: 3 clusters Score -1965865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1965867.125000 Penalty: 3383.378662
	Iteration 47Q: 3 clusters Score -1965867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1965867.125000 Penalty: 3383.378662
	Iteration 48Q: 3 clusters Score -1965867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1965866.250000 Penalty: 3383.378662
	Iteration 49Q: 3 clusters Score -1965866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1965865.250000 Penalty: 3383.378662
	Iteration 50Q: 3 clusters Score -1965865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1965865.250000 Penalty: 3383.378662
	Iteration 51F: 3 clusters Score -1965865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Entering Unmasked Estep 
Score: -30822948.000000 Penalty: 55841.574219
Splitting cluster 7 changes total score from -30791126.000000 to -30822948.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -239176.109375 Penalty: 1366.416504
	Iteration 0F: 2 clusters Score -239176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -235530.171875 Penalty: 2732.833008
	Iteration 0F: 3 clusters Score -235530.2 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -236487.234375 Penalty: 2732.833008
	Iteration 1F: 3 clusters Score -236487.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -236707.296875 Penalty: 2732.833008
	Iteration 2F: 3 clusters Score -236707.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -236886.718750 Penalty: 2732.833008
	Iteration 3F: 3 clusters Score -236886.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -237049.515625 Penalty: 2732.833008
	Iteration 4Q: 3 clusters Score -237049.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -237211.218750 Penalty: 2732.833008
	Iteration 5Q: 3 clusters Score -237211.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -237342.875000 Penalty: 2732.833008
	Iteration 6Q: 3 clusters Score -237342.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -237469.078125 Penalty: 2732.833008
	Iteration 7Q: 3 clusters Score -237469.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -237592.625000 Penalty: 2732.833008
	Iteration 8Q: 3 clusters Score -237592.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -237703.718750 Penalty: 2732.833008
	Iteration 9Q: 3 clusters Score -237703.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -237771.515625 Penalty: 2732.833008
	Iteration 10Q: 3 clusters Score -237771.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -237821.515625 Penalty: 2732.833008
	Iteration 11Q: 3 clusters Score -237821.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -237872.406250 Penalty: 2732.833008
	Iteration 12Q: 3 clusters Score -237872.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -237950.109375 Penalty: 2732.833008
	Iteration 13Q: 3 clusters Score -237950.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -238043.953125 Penalty: 2732.833008
	Iteration 14Q: 3 clusters Score -238044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -238143.375000 Penalty: 2732.833008
	Iteration 15Q: 3 clusters Score -238143.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -238216.906250 Penalty: 2732.833008
	Iteration 16Q: 3 clusters Score -238216.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -238287.890625 Penalty: 2732.833008
	Iteration 17Q: 3 clusters Score -238287.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -238321.843750 Penalty: 2732.833008
	Iteration 18Q: 3 clusters Score -238321.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -238362.843750 Penalty: 2732.833008
	Iteration 19Q: 3 clusters Score -238362.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -238392.000000 Penalty: 2732.833008
	Iteration 20F: 3 clusters Score -238392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -238421.812500 Penalty: 2732.833008
	Iteration 21Q: 3 clusters Score -238421.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -238444.328125 Penalty: 2732.833008
	Iteration 22Q: 3 clusters Score -238444.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -238456.921875 Penalty: 2732.833008
	Iteration 23Q: 3 clusters Score -238456.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -238466.406250 Penalty: 2732.833008
	Iteration 24Q: 3 clusters Score -238466.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -238476.578125 Penalty: 2732.833008
	Iteration 25Q: 3 clusters Score -238476.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -238485.250000 Penalty: 2732.833008
	Iteration 26Q: 3 clusters Score -238485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -238489.562500 Penalty: 2732.833008
	Iteration 27Q: 3 clusters Score -238489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238494.171875 Penalty: 2732.833008
	Iteration 28Q: 3 clusters Score -238494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -238498.218750 Penalty: 2732.833008
	Iteration 29Q: 3 clusters Score -238498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -238506.140625 Penalty: 2732.833008
	Iteration 30Q: 3 clusters Score -238506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238512.328125 Penalty: 2732.833008
	Iteration 31Q: 3 clusters Score -238512.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -238515.218750 Penalty: 2732.833008
	Iteration 32Q: 3 clusters Score -238515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -238516.828125 Penalty: 2732.833008
	Iteration 33Q: 3 clusters Score -238516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238518.390625 Penalty: 2732.833008
	Iteration 34Q: 3 clusters Score -238518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -238518.703125 Penalty: 2732.833008
	Iteration 35Q: 3 clusters Score -238518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -238519.781250 Penalty: 2732.833008
	Iteration 36Q: 3 clusters Score -238519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -238519.828125 Penalty: 2732.833008
	Iteration 37Q: 3 clusters Score -238519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -238519.828125 Penalty: 2732.833008
	Iteration 38F: 3 clusters Score -238519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -233634.718750 Penalty: 1393.665771
	Iteration 0F: 2 clusters Score -233634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -229604.453125 Penalty: 2787.331543
	Iteration 0F: 3 clusters Score -229604.5 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -231969.265625 Penalty: 2787.331543
	Iteration 1F: 3 clusters Score -231969.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -235149.859375 Penalty: 2787.331543
	Iteration 2F: 3 clusters Score -235149.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -238174.515625 Penalty: 2787.331543
	Iteration 3F: 3 clusters Score -238174.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -239775.171875 Penalty: 2787.331543
	Iteration 4F: 3 clusters Score -239775.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -240595.312500 Penalty: 2787.331543
	Iteration 5F: 3 clusters Score -240595.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -241052.281250 Penalty: 2787.331543
	Iteration 6Q: 3 clusters Score -241052.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -241340.375000 Penalty: 2787.331543
	Iteration 7Q: 3 clusters Score -241340.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -241498.437500 Penalty: 2787.331543
	Iteration 8Q: 3 clusters Score -241498.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -241572.515625 Penalty: 2787.331543
	Iteration 9Q: 3 clusters Score -241572.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -241603.031250 Penalty: 2787.331543
	Iteration 10Q: 3 clusters Score -241603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -241610.546875 Penalty: 2787.331543
	Iteration 11Q: 3 clusters Score -241610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -241613.187500 Penalty: 2787.331543
	Iteration 12Q: 3 clusters Score -241613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -241613.765625 Penalty: 2787.331543
	Iteration 13Q: 3 clusters Score -241613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -241616.578125 Penalty: 2787.331543
	Iteration 14Q: 3 clusters Score -241616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -241622.812500 Penalty: 2787.331543
	Iteration 15Q: 3 clusters Score -241622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -241628.953125 Penalty: 2787.331543
	Iteration 16Q: 3 clusters Score -241629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -241632.968750 Penalty: 2787.331543
	Iteration 17Q: 3 clusters Score -241633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -241638.281250 Penalty: 2787.331543
	Iteration 18Q: 3 clusters Score -241638.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -241644.046875 Penalty: 2787.331543
	Iteration 19Q: 3 clusters Score -241644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -241645.812500 Penalty: 2787.331543
	Iteration 20F: 3 clusters Score -241645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Entering Unmasked Estep 
Score: -30830138.000000 Penalty: 57989.328125
Splitting cluster 9 changes total score from -30791126.000000 to -30830138.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -469619.093750 Penalty: 1468.656982
	Iteration 0F: 2 clusters Score -469619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -463590.156250 Penalty: 2937.313965
	Iteration 0F: 3 clusters Score -463590.2 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -466550.281250 Penalty: 2937.313965
	Iteration 1F: 3 clusters Score -466550.3 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -468346.875000 Penalty: 2937.313965
	Iteration 2F: 3 clusters Score -468346.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -470823.781250 Penalty: 2937.313965
	Iteration 3F: 3 clusters Score -470823.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -473265.906250 Penalty: 2937.313965
	Iteration 4F: 3 clusters Score -473265.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -474865.281250 Penalty: 2937.313965
	Iteration 5F: 3 clusters Score -474865.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -475488.281250 Penalty: 2937.313965
	Iteration 6Q: 3 clusters Score -475488.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -475706.593750 Penalty: 2937.313965
	Iteration 7Q: 3 clusters Score -475706.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -475792.531250 Penalty: 2937.313965
	Iteration 8Q: 3 clusters Score -475792.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -475844.968750 Penalty: 2937.313965
	Iteration 9Q: 3 clusters Score -475845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -475899.875000 Penalty: 2937.313965
	Iteration 10Q: 3 clusters Score -475899.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -475944.156250 Penalty: 2937.313965
	Iteration 11Q: 3 clusters Score -475944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -475965.375000 Penalty: 2937.313965
	Iteration 12Q: 3 clusters Score -475965.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -475969.812500 Penalty: 2937.313965
	Iteration 13Q: 3 clusters Score -475969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -475976.781250 Penalty: 2937.313965
	Iteration 14Q: 3 clusters Score -475976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -475983.343750 Penalty: 2937.313965
	Iteration 15Q: 3 clusters Score -475983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -475984.468750 Penalty: 2937.313965
	Iteration 16Q: 3 clusters Score -475984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -475986.593750 Penalty: 2937.313965
	Iteration 17Q: 3 clusters Score -475986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -475987.156250 Penalty: 2937.313965
	Iteration 18Q: 3 clusters Score -475987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -475988.750000 Penalty: 2937.313965
	Iteration 19Q: 3 clusters Score -475988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -475998.312500 Penalty: 2937.313965
	Iteration 20F: 3 clusters Score -475998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -476001.500000 Penalty: 2937.313965
	Iteration 21Q: 3 clusters Score -476001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -476003.562500 Penalty: 2937.313965
	Iteration 22Q: 3 clusters Score -476003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -476003.562500 Penalty: 2937.313965
	Iteration 23F: 3 clusters Score -476003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Entering Unmasked Estep 
Score: -30835840.000000 Penalty: 60137.082031
Splitting cluster 10 changes total score from -30791126.000000 to -30835840.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -111164.750000 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -111164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -109054.773438 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -109054.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -110104.687500 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -110104.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -110860.906250 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -110860.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111485.156250 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -111485.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111858.070312 Penalty: 2489.843262
	Iteration 4F: 3 clusters Score -111858.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111949.609375 Penalty: 2489.843262
	Iteration 5Q: 3 clusters Score -111949.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -111981.648438 Penalty: 2489.843262
	Iteration 6Q: 3 clusters Score -111981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111989.867188 Penalty: 2489.843262
	Iteration 7Q: 3 clusters Score -111989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -111992.046875 Penalty: 2489.843262
	Iteration 8Q: 3 clusters Score -111992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111993.953125 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -111994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -111997.609375 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -111997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112000.453125 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -112000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112004.132812 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -112004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -112006.070312 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -112006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112011.085938 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -112011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112024.218750 Penalty: 2489.843262
	Iteration 15Q: 3 clusters Score -112024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -112040.875000 Penalty: 2489.843262
	Iteration 16Q: 3 clusters Score -112040.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112080.359375 Penalty: 2489.843262
	Iteration 17Q: 3 clusters Score -112080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112118.531250 Penalty: 2489.843262
	Iteration 18Q: 3 clusters Score -112118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112133.750000 Penalty: 2489.843262
	Iteration 19Q: 3 clusters Score -112133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -112145.179688 Penalty: 2489.843262
	Iteration 20F: 3 clusters Score -112145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -112147.531250 Penalty: 2489.843262
	Iteration 21Q: 3 clusters Score -112147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -112148.695312 Penalty: 2489.843262
	Iteration 22Q: 3 clusters Score -112148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112150.617188 Penalty: 2489.843262
	Iteration 23Q: 3 clusters Score -112150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -112151.773438 Penalty: 2489.843262
	Iteration 24Q: 3 clusters Score -112151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112152.046875 Penalty: 2489.843262
	Iteration 25Q: 3 clusters Score -112152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112152.046875 Penalty: 2489.843262
	Iteration 26F: 3 clusters Score -112152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Entering Unmasked Estep 
Score: -30835924.000000 Penalty: 62284.832031
Splitting cluster 11 changes total score from -30791126.000000 to -30835924.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -259434.000000 Penalty: 1364.595093
	Iteration 0F: 2 clusters Score -259434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -255775.843750 Penalty: 2729.190186
	Iteration 0F: 3 clusters Score -255775.8 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -256793.546875 Penalty: 2729.190186
	Iteration 1F: 3 clusters Score -256793.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -257008.875000 Penalty: 2729.190186
	Iteration 2F: 3 clusters Score -257008.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -257225.468750 Penalty: 2729.190186
	Iteration 3F: 3 clusters Score -257225.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -257459.390625 Penalty: 2729.190186
	Iteration 4F: 3 clusters Score -257459.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -257664.328125 Penalty: 2729.190186
	Iteration 5Q: 3 clusters Score -257664.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -257838.453125 Penalty: 2729.190186
	Iteration 6Q: 3 clusters Score -257838.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -257971.468750 Penalty: 2729.190186
	Iteration 7Q: 3 clusters Score -257971.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -258071.171875 Penalty: 2729.190186
	Iteration 8Q: 3 clusters Score -258071.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -258170.140625 Penalty: 2729.190186
	Iteration 9Q: 3 clusters Score -258170.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -258250.828125 Penalty: 2729.190186
	Iteration 10Q: 3 clusters Score -258250.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -258334.109375 Penalty: 2729.190186
	Iteration 11Q: 3 clusters Score -258334.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -258407.734375 Penalty: 2729.190186
	Iteration 12Q: 3 clusters Score -258407.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -258476.562500 Penalty: 2729.190186
	Iteration 13Q: 3 clusters Score -258476.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -258537.625000 Penalty: 2729.190186
	Iteration 14Q: 3 clusters Score -258537.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -258593.796875 Penalty: 2729.190186
	Iteration 15Q: 3 clusters Score -258593.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -258632.953125 Penalty: 2729.190186
	Iteration 16Q: 3 clusters Score -258633 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -258671.906250 Penalty: 2729.190186
	Iteration 17Q: 3 clusters Score -258671.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -258693.421875 Penalty: 2729.190186
	Iteration 18Q: 3 clusters Score -258693.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -258716.062500 Penalty: 2729.190186
	Iteration 19Q: 3 clusters Score -258716.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -258733.093750 Penalty: 2729.190186
	Iteration 20F: 3 clusters Score -258733.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -258744.421875 Penalty: 2729.190186
	Iteration 21Q: 3 clusters Score -258744.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -258756.078125 Penalty: 2729.190186
	Iteration 22Q: 3 clusters Score -258756.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -258764.234375 Penalty: 2729.190186
	Iteration 23Q: 3 clusters Score -258764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -258771.531250 Penalty: 2729.190186
	Iteration 24Q: 3 clusters Score -258771.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -258777.984375 Penalty: 2729.190186
	Iteration 25Q: 3 clusters Score -258778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -258782.328125 Penalty: 2729.190186
	Iteration 26Q: 3 clusters Score -258782.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -258785.031250 Penalty: 2729.190186
	Iteration 27Q: 3 clusters Score -258785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -258787.984375 Penalty: 2729.190186
	Iteration 28Q: 3 clusters Score -258788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -258791.312500 Penalty: 2729.190186
	Iteration 29Q: 3 clusters Score -258791.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -258794.203125 Penalty: 2729.190186
	Iteration 30Q: 3 clusters Score -258794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -258799.093750 Penalty: 2729.190186
	Iteration 31Q: 3 clusters Score -258799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -258801.812500 Penalty: 2729.190186
	Iteration 32Q: 3 clusters Score -258801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -258804.328125 Penalty: 2729.190186
	Iteration 33Q: 3 clusters Score -258804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -258806.906250 Penalty: 2729.190186
	Iteration 34Q: 3 clusters Score -258806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -258809.703125 Penalty: 2729.190186
	Iteration 35Q: 3 clusters Score -258809.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -258813.343750 Penalty: 2729.190186
	Iteration 36Q: 3 clusters Score -258813.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -258816.453125 Penalty: 2729.190186
	Iteration 37Q: 3 clusters Score -258816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -258818.500000 Penalty: 2729.190186
	Iteration 38Q: 3 clusters Score -258818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -258819.046875 Penalty: 2729.190186
	Iteration 39Q: 3 clusters Score -258819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -258820.125000 Penalty: 2729.190186
	Iteration 40F: 3 clusters Score -258820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -258819.656250 Penalty: 2729.190186
	Iteration 41Q: 3 clusters Score -258819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -258819.656250 Penalty: 2729.190186
	Iteration 42F: 3 clusters Score -258819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -549389.562500 Penalty: 1498.843262
	Iteration 0F: 2 clusters Score -549389.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -542241.625000 Penalty: 2997.686523
	Iteration 0F: 3 clusters Score -542241.6 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -545282.875000 Penalty: 2997.686523
	Iteration 1F: 3 clusters Score -545282.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -546981.187500 Penalty: 2997.686523
	Iteration 2F: 3 clusters Score -546981.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -548660.000000 Penalty: 2997.686523
	Iteration 3F: 3 clusters Score -548660 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -549888.125000 Penalty: 2997.686523
	Iteration 4F: 3 clusters Score -549888.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -550588.500000 Penalty: 2997.686523
	Iteration 5F: 3 clusters Score -550588.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -551173.500000 Penalty: 2997.686523
	Iteration 6Q: 3 clusters Score -551173.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -551929.687500 Penalty: 2997.686523
	Iteration 7Q: 3 clusters Score -551929.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -552447.375000 Penalty: 2997.686523
	Iteration 8Q: 3 clusters Score -552447.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -552618.750000 Penalty: 2997.686523
	Iteration 9Q: 3 clusters Score -552618.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -552718.500000 Penalty: 2997.686523
	Iteration 10Q: 3 clusters Score -552718.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -552815.000000 Penalty: 2997.686523
	Iteration 11Q: 3 clusters Score -552815 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -552910.375000 Penalty: 2997.686523
	Iteration 12Q: 3 clusters Score -552910.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -552965.125000 Penalty: 2997.686523
	Iteration 13Q: 3 clusters Score -552965.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -552981.937500 Penalty: 2997.686523
	Iteration 14Q: 3 clusters Score -552981.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -552988.312500 Penalty: 2997.686523
	Iteration 15Q: 3 clusters Score -552988.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -552992.250000 Penalty: 2997.686523
	Iteration 16Q: 3 clusters Score -552992.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -552996.812500 Penalty: 2997.686523
	Iteration 17Q: 3 clusters Score -552996.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -553002.937500 Penalty: 2997.686523
	Iteration 18Q: 3 clusters Score -553002.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -553004.875000 Penalty: 2997.686523
	Iteration 19Q: 3 clusters Score -553004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -553011.250000 Penalty: 2997.686523
	Iteration 20F: 3 clusters Score -553011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -553011.375000 Penalty: 2997.686523
	Iteration 21Q: 3 clusters Score -553011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -553014.625000 Penalty: 2997.686523
	Iteration 22Q: 3 clusters Score -553014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -553016.125000 Penalty: 2997.686523
	Iteration 23Q: 3 clusters Score -553016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -553017.812500 Penalty: 2997.686523
	Iteration 24Q: 3 clusters Score -553017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -553016.875000 Penalty: 2997.686523
	Iteration 25Q: 3 clusters Score -553016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -553015.625000 Penalty: 2997.686523
	Iteration 26Q: 3 clusters Score -553015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -553016.187500 Penalty: 2997.686523
	Iteration 27Q: 3 clusters Score -553016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -553016.687500 Penalty: 2997.686523
	Iteration 28Q: 3 clusters Score -553016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -553016.250000 Penalty: 2997.686523
	Iteration 29Q: 3 clusters Score -553016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -553017.812500 Penalty: 2997.686523
	Iteration 30Q: 3 clusters Score -553017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -553018.875000 Penalty: 2997.686523
	Iteration 31Q: 3 clusters Score -553018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -553018.250000 Penalty: 2997.686523
	Iteration 32Q: 3 clusters Score -553018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -553020.312500 Penalty: 2997.686523
	Iteration 33Q: 3 clusters Score -553020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -553020.500000 Penalty: 2997.686523
	Iteration 34Q: 3 clusters Score -553020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -553020.937500 Penalty: 2997.686523
	Iteration 35Q: 3 clusters Score -553020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -553020.875000 Penalty: 2997.686523
	Iteration 36Q: 3 clusters Score -553020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -553020.625000 Penalty: 2997.686523
	Iteration 37Q: 3 clusters Score -553020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -553021.062500 Penalty: 2997.686523
	Iteration 38Q: 3 clusters Score -553021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -553021.562500 Penalty: 2997.686523
	Iteration 39Q: 3 clusters Score -553021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -553021.000000 Penalty: 2997.686523
	Iteration 40F: 3 clusters Score -553021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Entering Unmasked Estep 
Score: -30838902.000000 Penalty: 64432.585938
Splitting cluster 13 changes total score from -30791126.000000 to -30838902.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (21954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Entering Unmasked Estep 
Score: -1309233.625000 Penalty: 1624.464600
	Iteration 0F: 2 clusters Score -1309234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1294284.250000 Penalty: 3248.929199
	Iteration 0F: 3 clusters Score -1294284 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1299864.625000 Penalty: 3248.929199
	Iteration 1F: 3 clusters Score -1299865 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1300512.375000 Penalty: 3248.929199
	Iteration 2F: 3 clusters Score -1300512 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1301275.250000 Penalty: 3248.929199
	Iteration 3F: 3 clusters Score -1301275 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1302265.750000 Penalty: 3248.929199
	Iteration 4F: 3 clusters Score -1302266 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1303395.375000 Penalty: 3248.929199
	Iteration 5F: 3 clusters Score -1303395 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1304440.000000 Penalty: 3248.929199
	Iteration 6F: 3 clusters Score -1304440 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1305241.875000 Penalty: 3248.929199
	Iteration 7F: 3 clusters Score -1305242 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1305838.625000 Penalty: 3248.929199
	Iteration 8Q: 3 clusters Score -1305839 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1306341.375000 Penalty: 3248.929199
	Iteration 9Q: 3 clusters Score -1306341 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1306742.875000 Penalty: 3248.929199
	Iteration 10Q: 3 clusters Score -1306743 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1307109.000000 Penalty: 3248.929199
	Iteration 11Q: 3 clusters Score -1307109 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1307474.250000 Penalty: 3248.929199
	Iteration 12Q: 3 clusters Score -1307474 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1307848.875000 Penalty: 3248.929199
	Iteration 13Q: 3 clusters Score -1307849 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -1308278.625000 Penalty: 3248.929199
	Iteration 14Q: 3 clusters Score -1308279 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1308647.500000 Penalty: 3248.929199
	Iteration 15Q: 3 clusters Score -1308648 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1308996.250000 Penalty: 3248.929199
	Iteration 16Q: 3 clusters Score -1308996 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1309293.500000 Penalty: 3248.929199
	Iteration 17Q: 3 clusters Score -1309294 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1309508.000000 Penalty: 3248.929199
	Iteration 18Q: 3 clusters Score -1309508 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1309661.000000 Penalty: 3248.929199
	Iteration 19Q: 3 clusters Score -1309661 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1309764.375000 Penalty: 3248.929199
	Iteration 20F: 3 clusters Score -1309764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1309852.125000 Penalty: 3248.929199
	Iteration 21Q: 3 clusters Score -1309852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1309925.500000 Penalty: 3248.929199
	Iteration 22Q: 3 clusters Score -1309926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1309977.750000 Penalty: 3248.929199
	Iteration 23Q: 3 clusters Score -1309978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1310016.375000 Penalty: 3248.929199
	Iteration 24Q: 3 clusters Score -1310016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1310057.375000 Penalty: 3248.929199
	Iteration 25Q: 3 clusters Score -1310057 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1310088.875000 Penalty: 3248.929199
	Iteration 26Q: 3 clusters Score -1310089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1310114.500000 Penalty: 3248.929199
	Iteration 27Q: 3 clusters Score -1310114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1310139.000000 Penalty: 3248.929199
	Iteration 28Q: 3 clusters Score -1310139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1310158.500000 Penalty: 3248.929199
	Iteration 29Q: 3 clusters Score -1310158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1310174.375000 Penalty: 3248.929199
	Iteration 30Q: 3 clusters Score -1310174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1310200.875000 Penalty: 3248.929199
	Iteration 31Q: 3 clusters Score -1310201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1310213.500000 Penalty: 3248.929199
	Iteration 32Q: 3 clusters Score -1310214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1310223.375000 Penalty: 3248.929199
	Iteration 33Q: 3 clusters Score -1310223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1310232.000000 Penalty: 3248.929199
	Iteration 34Q: 3 clusters Score -1310232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1310244.750000 Penalty: 3248.929199
	Iteration 35Q: 3 clusters Score -1310245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1310255.500000 Penalty: 3248.929199
	Iteration 36Q: 3 clusters Score -1310256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1310260.000000 Penalty: 3248.929199
	Iteration 37Q: 3 clusters Score -1310260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1310269.125000 Penalty: 3248.929199
	Iteration 38Q: 3 clusters Score -1310269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1310275.375000 Penalty: 3248.929199
	Iteration 39Q: 3 clusters Score -1310275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1310275.375000 Penalty: 3248.929199
	Iteration 40F: 3 clusters Score -1310275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1310280.625000 Penalty: 3248.929199
	Iteration 41Q: 3 clusters Score -1310281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1310280.375000 Penalty: 3248.929199
	Iteration 42Q: 3 clusters Score -1310280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1310283.500000 Penalty: 3248.929199
	Iteration 43Q: 3 clusters Score -1310284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1310282.000000 Penalty: 3248.929199
	Iteration 44Q: 3 clusters Score -1310282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1310281.375000 Penalty: 3248.929199
	Iteration 45Q: 3 clusters Score -1310281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1310280.875000 Penalty: 3248.929199
	Iteration 46Q: 3 clusters Score -1310281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1310282.125000 Penalty: 3248.929199
	Iteration 47Q: 3 clusters Score -1310282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1310283.250000 Penalty: 3248.929199
	Iteration 48Q: 3 clusters Score -1310283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1310282.625000 Penalty: 3248.929199
	Iteration 49Q: 3 clusters Score -1310283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1310282.750000 Penalty: 3248.929199
	Iteration 50Q: 3 clusters Score -1310283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1310284.000000 Penalty: 3248.929199
	Iteration 51Q: 3 clusters Score -1310284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1310284.500000 Penalty: 3248.929199
	Iteration 52Q: 3 clusters Score -1310284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1310284.500000 Penalty: 3248.929199
	Iteration 53F: 3 clusters Score -1310284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 16990 members 
Entering Unmasked Estep 
Score: -30839650.000000 Penalty: 66580.335938
Splitting cluster 14 changes total score from -30791126.000000 to -30839650.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (9648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Entering Unmasked Estep 
Score: -483466.625000 Penalty: 1490.857300
	Iteration 0F: 2 clusters Score -483466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -476583.750000 Penalty: 2981.714600
	Iteration 0F: 3 clusters Score -476583.8 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -479604.093750 Penalty: 2981.714600
	Iteration 1F: 3 clusters Score -479604.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -480443.062500 Penalty: 2981.714600
	Iteration 2F: 3 clusters Score -480443.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -481189.156250 Penalty: 2981.714600
	Iteration 3F: 3 clusters Score -481189.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -481881.937500 Penalty: 2981.714600
	Iteration 4F: 3 clusters Score -481881.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -482552.093750 Penalty: 2981.714600
	Iteration 5F: 3 clusters Score -482552.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -483177.500000 Penalty: 2981.714600
	Iteration 6F: 3 clusters Score -483177.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -483708.687500 Penalty: 2981.714600
	Iteration 7F: 3 clusters Score -483708.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -484131.218750 Penalty: 2981.714600
	Iteration 8Q: 3 clusters Score -484131.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -484450.093750 Penalty: 2981.714600
	Iteration 9Q: 3 clusters Score -484450.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -484639.406250 Penalty: 2981.714600
	Iteration 10Q: 3 clusters Score -484639.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -484719.531250 Penalty: 2981.714600
	Iteration 11Q: 3 clusters Score -484719.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -484755.750000 Penalty: 2981.714600
	Iteration 12Q: 3 clusters Score -484755.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -484783.531250 Penalty: 2981.714600
	Iteration 13Q: 3 clusters Score -484783.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -484817.031250 Penalty: 2981.714600
	Iteration 14Q: 3 clusters Score -484817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -484855.406250 Penalty: 2981.714600
	Iteration 15Q: 3 clusters Score -484855.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -484888.562500 Penalty: 2981.714600
	Iteration 16Q: 3 clusters Score -484888.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -484907.656250 Penalty: 2981.714600
	Iteration 17Q: 3 clusters Score -484907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -484911.843750 Penalty: 2981.714600
	Iteration 18Q: 3 clusters Score -484911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -484913.875000 Penalty: 2981.714600
	Iteration 19Q: 3 clusters Score -484913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -484913.875000 Penalty: 2981.714600
	Iteration 20F: 3 clusters Score -484913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 497 members 
Entering Unmasked Estep 
Score: -30840444.000000 Penalty: 68728.093750
Splitting cluster 15 changes total score from -30791126.000000 to -30840444.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -229686.343750 Penalty: 1358.435425
	Iteration 0F: 2 clusters Score -229686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -226166.515625 Penalty: 2716.870850
	Iteration 0F: 3 clusters Score -226166.5 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -227586.750000 Penalty: 2716.870850
	Iteration 1F: 3 clusters Score -227586.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -228943.687500 Penalty: 2716.870850
	Iteration 2F: 3 clusters Score -228943.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -230661.609375 Penalty: 2716.870850
	Iteration 3F: 3 clusters Score -230661.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -231608.906250 Penalty: 2716.870850
	Iteration 4F: 3 clusters Score -231608.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -231874.734375 Penalty: 2716.870850
	Iteration 5Q: 3 clusters Score -231874.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -231985.046875 Penalty: 2716.870850
	Iteration 6Q: 3 clusters Score -231985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -232058.296875 Penalty: 2716.870850
	Iteration 7Q: 3 clusters Score -232058.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -232098.031250 Penalty: 2716.870850
	Iteration 8Q: 3 clusters Score -232098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -232113.734375 Penalty: 2716.870850
	Iteration 9Q: 3 clusters Score -232113.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -232123.140625 Penalty: 2716.870850
	Iteration 10Q: 3 clusters Score -232123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -232128.546875 Penalty: 2716.870850
	Iteration 11Q: 3 clusters Score -232128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -232132.937500 Penalty: 2716.870850
	Iteration 12Q: 3 clusters Score -232132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -232134.875000 Penalty: 2716.870850
	Iteration 13Q: 3 clusters Score -232134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -232136.625000 Penalty: 2716.870850
	Iteration 14Q: 3 clusters Score -232136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -232137.531250 Penalty: 2716.870850
	Iteration 15Q: 3 clusters Score -232137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -232138.109375 Penalty: 2716.870850
	Iteration 16Q: 3 clusters Score -232138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -232138.109375 Penalty: 2716.870850
	Iteration 17F: 3 clusters Score -232138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 2646 members 
Entering Unmasked Estep 
Score: -30842146.000000 Penalty: 70875.843750
Splitting cluster 16 changes total score from -30791126.000000 to -30842146.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -355445.843750 Penalty: 1428.567017
	Iteration 0F: 2 clusters Score -355445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -350429.156250 Penalty: 2857.134033
	Iteration 0F: 3 clusters Score -350429.2 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -352001.312500 Penalty: 2857.134033
	Iteration 1F: 3 clusters Score -352001.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -352232.156250 Penalty: 2857.134033
	Iteration 2F: 3 clusters Score -352232.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -352393.000000 Penalty: 2857.134033
	Iteration 3F: 3 clusters Score -352393 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -352549.125000 Penalty: 2857.134033
	Iteration 4Q: 3 clusters Score -352549.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -352703.375000 Penalty: 2857.134033
	Iteration 5Q: 3 clusters Score -352703.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -352858.843750 Penalty: 2857.134033
	Iteration 6Q: 3 clusters Score -352858.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -353022.250000 Penalty: 2857.134033
	Iteration 7Q: 3 clusters Score -353022.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -353189.562500 Penalty: 2857.134033
	Iteration 8Q: 3 clusters Score -353189.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -353349.343750 Penalty: 2857.134033
	Iteration 9Q: 3 clusters Score -353349.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -353516.312500 Penalty: 2857.134033
	Iteration 10Q: 3 clusters Score -353516.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -353643.093750 Penalty: 2857.134033
	Iteration 11Q: 3 clusters Score -353643.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -353735.562500 Penalty: 2857.134033
	Iteration 12Q: 3 clusters Score -353735.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -353816.968750 Penalty: 2857.134033
	Iteration 13Q: 3 clusters Score -353817 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -353874.531250 Penalty: 2857.134033
	Iteration 14Q: 3 clusters Score -353874.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -353917.000000 Penalty: 2857.134033
	Iteration 15Q: 3 clusters Score -353917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -353964.312500 Penalty: 2857.134033
	Iteration 16Q: 3 clusters Score -353964.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -354001.968750 Penalty: 2857.134033
	Iteration 17Q: 3 clusters Score -354002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -354032.062500 Penalty: 2857.134033
	Iteration 18Q: 3 clusters Score -354032.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -354058.781250 Penalty: 2857.134033
	Iteration 19Q: 3 clusters Score -354058.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -354084.062500 Penalty: 2857.134033
	Iteration 20F: 3 clusters Score -354084.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -354112.093750 Penalty: 2857.134033
	Iteration 21Q: 3 clusters Score -354112.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -354137.000000 Penalty: 2857.134033
	Iteration 22Q: 3 clusters Score -354137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -354146.937500 Penalty: 2857.134033
	Iteration 23Q: 3 clusters Score -354146.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -354156.031250 Penalty: 2857.134033
	Iteration 24Q: 3 clusters Score -354156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -354165.062500 Penalty: 2857.134033
	Iteration 25Q: 3 clusters Score -354165.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -354168.500000 Penalty: 2857.134033
	Iteration 26Q: 3 clusters Score -354168.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -354173.406250 Penalty: 2857.134033
	Iteration 27Q: 3 clusters Score -354173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354176.343750 Penalty: 2857.134033
	Iteration 28Q: 3 clusters Score -354176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -354179.500000 Penalty: 2857.134033
	Iteration 29Q: 3 clusters Score -354179.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -354181.468750 Penalty: 2857.134033
	Iteration 30Q: 3 clusters Score -354181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354183.687500 Penalty: 2857.134033
	Iteration 31Q: 3 clusters Score -354183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -354185.812500 Penalty: 2857.134033
	Iteration 32Q: 3 clusters Score -354185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -354187.531250 Penalty: 2857.134033
	Iteration 33Q: 3 clusters Score -354187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354189.500000 Penalty: 2857.134033
	Iteration 34Q: 3 clusters Score -354189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -354191.625000 Penalty: 2857.134033
	Iteration 35Q: 3 clusters Score -354191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -354193.562500 Penalty: 2857.134033
	Iteration 36Q: 3 clusters Score -354193.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -354194.937500 Penalty: 2857.134033
	Iteration 37Q: 3 clusters Score -354194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -354195.656250 Penalty: 2857.134033
	Iteration 38Q: 3 clusters Score -354195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -354196.687500 Penalty: 2857.134033
	Iteration 39Q: 3 clusters Score -354196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354197.906250 Penalty: 2857.134033
	Iteration 40F: 3 clusters Score -354197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354198.968750 Penalty: 2857.134033
	Iteration 41Q: 3 clusters Score -354199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -354199.687500 Penalty: 2857.134033
	Iteration 42Q: 3 clusters Score -354199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -354200.250000 Penalty: 2857.134033
	Iteration 43Q: 3 clusters Score -354200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -354200.250000 Penalty: 2857.134033
	Iteration 44Q: 3 clusters Score -354200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354199.656250 Penalty: 2857.134033
	Iteration 45Q: 3 clusters Score -354199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -354201.000000 Penalty: 2857.134033
	Iteration 46Q: 3 clusters Score -354201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354200.531250 Penalty: 2857.134033
	Iteration 47Q: 3 clusters Score -354200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354200.531250 Penalty: 2857.134033
	Iteration 48F: 3 clusters Score -354200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -320272.375000 Penalty: 1423.980713
	Iteration 0F: 2 clusters Score -320272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -315466.781250 Penalty: 2847.961426
	Iteration 0F: 3 clusters Score -315466.8 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -317198.062500 Penalty: 2847.961426
	Iteration 1F: 3 clusters Score -317198.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -317641.718750 Penalty: 2847.961426
	Iteration 2F: 3 clusters Score -317641.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -317971.781250 Penalty: 2847.961426
	Iteration 3F: 3 clusters Score -317971.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -318290.625000 Penalty: 2847.961426
	Iteration 4F: 3 clusters Score -318290.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -318610.031250 Penalty: 2847.961426
	Iteration 5F: 3 clusters Score -318610 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -318888.187500 Penalty: 2847.961426
	Iteration 6F: 3 clusters Score -318888.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -319135.468750 Penalty: 2847.961426
	Iteration 7F: 3 clusters Score -319135.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -319338.156250 Penalty: 2847.961426
	Iteration 8Q: 3 clusters Score -319338.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -319495.906250 Penalty: 2847.961426
	Iteration 9Q: 3 clusters Score -319495.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -319676.031250 Penalty: 2847.961426
	Iteration 10Q: 3 clusters Score -319676 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319855.875000 Penalty: 2847.961426
	Iteration 11Q: 3 clusters Score -319855.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -320021.937500 Penalty: 2847.961426
	Iteration 12Q: 3 clusters Score -320021.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -320238.750000 Penalty: 2847.961426
	Iteration 13Q: 3 clusters Score -320238.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -320456.437500 Penalty: 2847.961426
	Iteration 14Q: 3 clusters Score -320456.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -320617.906250 Penalty: 2847.961426
	Iteration 15Q: 3 clusters Score -320617.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -320756.343750 Penalty: 2847.961426
	Iteration 16Q: 3 clusters Score -320756.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -320847.437500 Penalty: 2847.961426
	Iteration 17Q: 3 clusters Score -320847.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -320902.281250 Penalty: 2847.961426
	Iteration 18Q: 3 clusters Score -320902.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -320929.875000 Penalty: 2847.961426
	Iteration 19Q: 3 clusters Score -320929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -320980.437500 Penalty: 2847.961426
	Iteration 20F: 3 clusters Score -320980.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -321004.656250 Penalty: 2847.961426
	Iteration 21Q: 3 clusters Score -321004.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -321013.218750 Penalty: 2847.961426
	Iteration 22Q: 3 clusters Score -321013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -321018.343750 Penalty: 2847.961426
	Iteration 23Q: 3 clusters Score -321018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -321019.593750 Penalty: 2847.961426
	Iteration 24Q: 3 clusters Score -321019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -321021.218750 Penalty: 2847.961426
	Iteration 25Q: 3 clusters Score -321021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -321022.062500 Penalty: 2847.961426
	Iteration 26Q: 3 clusters Score -321022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -321021.906250 Penalty: 2847.961426
	Iteration 27Q: 3 clusters Score -321021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -321021.906250 Penalty: 2847.961426
	Iteration 28F: 3 clusters Score -321021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 2646 members 
Mstep: Class 34 contains 444 members 
Entering Unmasked Estep 
Score: -30842218.000000 Penalty: 73023.601562
Splitting cluster 18 changes total score from -30791126.000000 to -30842218.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (107372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Entering Unmasked Estep 
Score: -6383104.000000 Penalty: 1882.408936
	Iteration 0F: 2 clusters Score -6383104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -6311032.000000 Penalty: 3764.817871
	Iteration 0F: 3 clusters Score -6311032 nChanged 51511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -6341493.000000 Penalty: 3764.817871
	Iteration 1F: 3 clusters Score -6341493 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -6342595.000000 Penalty: 3764.817871
	Iteration 2Q: 3 clusters Score -6342595 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -6344558.500000 Penalty: 3764.817871
	Iteration 3Q: 3 clusters Score -6344558 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -6347882.500000 Penalty: 3764.817871
	Iteration 4F: 3 clusters Score -6347882 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -6353403.000000 Penalty: 3764.817871
	Iteration 5F: 3 clusters Score -6353403 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -6360681.000000 Penalty: 3764.817871
	Iteration 6F: 3 clusters Score -6360681 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -6368210.000000 Penalty: 3764.817871
	Iteration 7F: 3 clusters Score -6368210 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 98030 members 
Entering Unmasked Estep 
Score: -6374010.500000 Penalty: 3764.817871
	Iteration 8F: 3 clusters Score -6374010 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -6377629.000000 Penalty: 3764.817871
	Iteration 9Q: 3 clusters Score -6377629 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -6379534.500000 Penalty: 3764.817871
	Iteration 10Q: 3 clusters Score -6379534 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -6380493.500000 Penalty: 3764.817871
	Iteration 11Q: 3 clusters Score -6380494 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -6380924.500000 Penalty: 3764.817871
	Iteration 12Q: 3 clusters Score -6380924 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 106551 members 
Entering Unmasked Estep 
Score: -6381164.500000 Penalty: 3764.817871
	Iteration 13Q: 3 clusters Score -6381164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -6381346.000000 Penalty: 3764.817871
	Iteration 14Q: 3 clusters Score -6381346 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 106766 members 
Entering Unmasked Estep 
Score: -6381427.000000 Penalty: 3764.817871
	Iteration 15Q: 3 clusters Score -6381427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -6381504.000000 Penalty: 3764.817871
	Iteration 16Q: 3 clusters Score -6381504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -6381572.000000 Penalty: 3764.817871
	Iteration 17Q: 3 clusters Score -6381572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -6381621.500000 Penalty: 3764.817871
	Iteration 18Q: 3 clusters Score -6381622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -6381639.500000 Penalty: 3764.817871
	Iteration 19Q: 3 clusters Score -6381640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -6381669.500000 Penalty: 3764.817871
	Iteration 20F: 3 clusters Score -6381670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -6381702.000000 Penalty: 3764.817871
	Iteration 21Q: 3 clusters Score -6381702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -6381729.500000 Penalty: 3764.817871
	Iteration 22Q: 3 clusters Score -6381730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -6381747.000000 Penalty: 3764.817871
	Iteration 23Q: 3 clusters Score -6381747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -6381766.000000 Penalty: 3764.817871
	Iteration 24Q: 3 clusters Score -6381766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -6381774.500000 Penalty: 3764.817871
	Iteration 25Q: 3 clusters Score -6381774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -6381785.500000 Penalty: 3764.817871
	Iteration 26Q: 3 clusters Score -6381786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -6381795.500000 Penalty: 3764.817871
	Iteration 27Q: 3 clusters Score -6381796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -6381808.500000 Penalty: 3764.817871
	Iteration 28Q: 3 clusters Score -6381808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 106791 members 
Entering Unmasked Estep 
Score: -6381822.000000 Penalty: 3764.817871
	Iteration 29Q: 3 clusters Score -6381822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -6381828.500000 Penalty: 3764.817871
	Iteration 30Q: 3 clusters Score -6381828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -6381833.500000 Penalty: 3764.817871
	Iteration 31Q: 3 clusters Score -6381834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -6381848.500000 Penalty: 3764.817871
	Iteration 32Q: 3 clusters Score -6381848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -6381850.500000 Penalty: 3764.817871
	Iteration 33Q: 3 clusters Score -6381850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -6381850.500000 Penalty: 3764.817871
	Iteration 34Q: 3 clusters Score -6381850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -6381852.500000 Penalty: 3764.817871
	Iteration 35Q: 3 clusters Score -6381852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -6381855.000000 Penalty: 3764.817871
	Iteration 36Q: 3 clusters Score -6381855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -6381854.500000 Penalty: 3764.817871
	Iteration 37Q: 3 clusters Score -6381854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -6381856.000000 Penalty: 3764.817871
	Iteration 38Q: 3 clusters Score -6381856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -6381874.000000 Penalty: 3764.817871
	Iteration 39Q: 3 clusters Score -6381874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -6381874.000000 Penalty: 3764.817871
	Iteration 40F: 3 clusters Score -6381874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -6381890.000000 Penalty: 3764.817871
	Iteration 41Q: 3 clusters Score -6381890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 106732 members 
Entering Unmasked Estep 
Score: -6381893.500000 Penalty: 3764.817871
	Iteration 42Q: 3 clusters Score -6381894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -6381898.500000 Penalty: 3764.817871
	Iteration 43Q: 3 clusters Score -6381898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -6381905.000000 Penalty: 3764.817871
	Iteration 44Q: 3 clusters Score -6381905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -6381905.500000 Penalty: 3764.817871
	Iteration 45Q: 3 clusters Score -6381906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -6381918.500000 Penalty: 3764.817871
	Iteration 46Q: 3 clusters Score -6381918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -6381921.000000 Penalty: 3764.817871
	Iteration 47Q: 3 clusters Score -6381921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -6381942.500000 Penalty: 3764.817871
	Iteration 48Q: 3 clusters Score -6381942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -6381949.000000 Penalty: 3764.817871
	Iteration 49Q: 3 clusters Score -6381949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -6381962.000000 Penalty: 3764.817871
	Iteration 50Q: 3 clusters Score -6381962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -6381987.500000 Penalty: 3764.817871
	Iteration 51Q: 3 clusters Score -6381988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -6382002.000000 Penalty: 3764.817871
	Iteration 52Q: 3 clusters Score -6382002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
Score: -6382026.000000 Penalty: 3764.817871
	Iteration 53Q: 3 clusters Score -6382026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -6382055.500000 Penalty: 3764.817871
	Iteration 54Q: 3 clusters Score -6382056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -6382102.500000 Penalty: 3764.817871
	Iteration 55Q: 3 clusters Score -6382102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -6382177.000000 Penalty: 3764.817871
	Iteration 56Q: 3 clusters Score -6382177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -6382235.000000 Penalty: 3764.817871
	Iteration 57Q: 3 clusters Score -6382235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -6382260.000000 Penalty: 3764.817871
	Iteration 58Q: 3 clusters Score -6382260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -6382274.500000 Penalty: 3764.817871
	Iteration 59Q: 3 clusters Score -6382274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -6382293.000000 Penalty: 3764.817871
	Iteration 60F: 3 clusters Score -6382293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
Score: -6382314.000000 Penalty: 3764.817871
	Iteration 61Q: 3 clusters Score -6382314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -6382319.000000 Penalty: 3764.817871
	Iteration 62Q: 3 clusters Score -6382319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -6382327.500000 Penalty: 3764.817871
	Iteration 63Q: 3 clusters Score -6382328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -6382330.500000 Penalty: 3764.817871
	Iteration 64Q: 3 clusters Score -6382330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -6382326.500000 Penalty: 3764.817871
	Iteration 65Q: 3 clusters Score -6382326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -6382341.500000 Penalty: 3764.817871
	Iteration 66Q: 3 clusters Score -6382342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -6382349.500000 Penalty: 3764.817871
	Iteration 67Q: 3 clusters Score -6382350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -6382371.500000 Penalty: 3764.817871
	Iteration 68Q: 3 clusters Score -6382372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -6382378.500000 Penalty: 3764.817871
	Iteration 69Q: 3 clusters Score -6382378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -6382378.000000 Penalty: 3764.817871
	Iteration 70Q: 3 clusters Score -6382378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 106178 members 
Entering Unmasked Estep 
Score: -6382391.000000 Penalty: 3764.817871
	Iteration 71Q: 3 clusters Score -6382391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -6382401.000000 Penalty: 3764.817871
	Iteration 72Q: 3 clusters Score -6382401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -6382407.500000 Penalty: 3764.817871
	Iteration 73Q: 3 clusters Score -6382408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -6382423.500000 Penalty: 3764.817871
	Iteration 74Q: 3 clusters Score -6382424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -6382423.500000 Penalty: 3764.817871
	Iteration 75Q: 3 clusters Score -6382424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -6382433.000000 Penalty: 3764.817871
	Iteration 76Q: 3 clusters Score -6382433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -6382438.500000 Penalty: 3764.817871
	Iteration 77Q: 3 clusters Score -6382438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -6382441.500000 Penalty: 3764.817871
	Iteration 78Q: 3 clusters Score -6382442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -6382456.500000 Penalty: 3764.817871
	Iteration 79Q: 3 clusters Score -6382456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -6382462.500000 Penalty: 3764.817871
	Iteration 80F: 3 clusters Score -6382462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -6382471.500000 Penalty: 3764.817871
	Iteration 81Q: 3 clusters Score -6382472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -6382481.000000 Penalty: 3764.817871
	Iteration 82Q: 3 clusters Score -6382481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -6382497.000000 Penalty: 3764.817871
	Iteration 83Q: 3 clusters Score -6382497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -6382506.000000 Penalty: 3764.817871
	Iteration 84Q: 3 clusters Score -6382506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -6382529.000000 Penalty: 3764.817871
	Iteration 85Q: 3 clusters Score -6382529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -6382545.000000 Penalty: 3764.817871
	Iteration 86Q: 3 clusters Score -6382545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -6382556.000000 Penalty: 3764.817871
	Iteration 87Q: 3 clusters Score -6382556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -6382557.500000 Penalty: 3764.817871
	Iteration 88Q: 3 clusters Score -6382558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -6382548.000000 Penalty: 3764.817871
	Iteration 89Q: 3 clusters Score -6382548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -6382561.000000 Penalty: 3764.817871
	Iteration 90Q: 3 clusters Score -6382561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -6382552.000000 Penalty: 3764.817871
	Iteration 91Q: 3 clusters Score -6382552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -6382562.500000 Penalty: 3764.817871
	Iteration 92Q: 3 clusters Score -6382562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 105627 members 
Entering Unmasked Estep 
Score: -6382561.500000 Penalty: 3764.817871
	Iteration 93Q: 3 clusters Score -6382562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -6382561.000000 Penalty: 3764.817871
	Iteration 94Q: 3 clusters Score -6382561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -6382558.500000 Penalty: 3764.817871
	Iteration 95Q: 3 clusters Score -6382558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -6382557.000000 Penalty: 3764.817871
	Iteration 96Q: 3 clusters Score -6382557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -6382564.500000 Penalty: 3764.817871
	Iteration 97Q: 3 clusters Score -6382564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 105586 members 
Entering Unmasked Estep 
Score: -6382561.500000 Penalty: 3764.817871
	Iteration 98Q: 3 clusters Score -6382562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -6382569.500000 Penalty: 3764.817871
	Iteration 99Q: 3 clusters Score -6382570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -6382580.500000 Penalty: 3764.817871
	Iteration 100F: 3 clusters Score -6382580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -6382578.500000 Penalty: 3764.817871
	Iteration 101Q: 3 clusters Score -6382578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -6382571.000000 Penalty: 3764.817871
	Iteration 102Q: 3 clusters Score -6382571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -6382571.500000 Penalty: 3764.817871
	Iteration 103Q: 3 clusters Score -6382572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -6382570.000000 Penalty: 3764.817871
	Iteration 104Q: 3 clusters Score -6382570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -6382574.500000 Penalty: 3764.817871
	Iteration 105Q: 3 clusters Score -6382574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -6382574.500000 Penalty: 3764.817871
	Iteration 106F: 3 clusters Score -6382574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -541454.187500 Penalty: 1490.452515
	Iteration 0F: 2 clusters Score -541454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -534514.687500 Penalty: 2980.905029
	Iteration 0F: 3 clusters Score -534514.7 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -536654.062500 Penalty: 2980.905029
	Iteration 1F: 3 clusters Score -536654.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -536940.000000 Penalty: 2980.905029
	Iteration 2F: 3 clusters Score -536940 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -537235.687500 Penalty: 2980.905029
	Iteration 3F: 3 clusters Score -537235.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -537575.687500 Penalty: 2980.905029
	Iteration 4F: 3 clusters Score -537575.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -537994.625000 Penalty: 2980.905029
	Iteration 5F: 3 clusters Score -537994.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -538480.062500 Penalty: 2980.905029
	Iteration 6F: 3 clusters Score -538480.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -539048.250000 Penalty: 2980.905029
	Iteration 7F: 3 clusters Score -539048.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -539624.812500 Penalty: 2980.905029
	Iteration 8F: 3 clusters Score -539624.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -540189.062500 Penalty: 2980.905029
	Iteration 9F: 3 clusters Score -540189.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -540757.437500 Penalty: 2980.905029
	Iteration 10Q: 3 clusters Score -540757.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -541331.062500 Penalty: 2980.905029
	Iteration 11Q: 3 clusters Score -541331.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -541695.562500 Penalty: 2980.905029
	Iteration 12Q: 3 clusters Score -541695.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -541838.187500 Penalty: 2980.905029
	Iteration 13Q: 3 clusters Score -541838.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -541874.750000 Penalty: 2980.905029
	Iteration 14Q: 3 clusters Score -541874.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -541887.375000 Penalty: 2980.905029
	Iteration 15Q: 3 clusters Score -541887.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -541892.312500 Penalty: 2980.905029
	Iteration 16Q: 3 clusters Score -541892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -541893.437500 Penalty: 2980.905029
	Iteration 17Q: 3 clusters Score -541893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -541894.562500 Penalty: 2980.905029
	Iteration 18Q: 3 clusters Score -541894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -541894.937500 Penalty: 2980.905029
	Iteration 19Q: 3 clusters Score -541894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -541894.062500 Penalty: 2980.905029
	Iteration 20F: 3 clusters Score -541894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 10989 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 2646 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 3020 members 
Entering Unmasked Estep 
Score: -30842092.000000 Penalty: 75171.351562
Splitting cluster 21 changes total score from -30791126.000000 to -30842092.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (10989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Entering Unmasked Estep 
Score: -566208.875000 Penalty: 1512.005615
	Iteration 0F: 2 clusters Score -566208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -558386.187500 Penalty: 3024.011230
	Iteration 0F: 3 clusters Score -558386.2 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -561412.437500 Penalty: 3024.011230
	Iteration 1F: 3 clusters Score -561412.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -562113.187500 Penalty: 3024.011230
	Iteration 2F: 3 clusters Score -562113.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -562686.250000 Penalty: 3024.011230
	Iteration 3F: 3 clusters Score -562686.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -563202.750000 Penalty: 3024.011230
	Iteration 4F: 3 clusters Score -563202.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -563761.562500 Penalty: 3024.011230
	Iteration 5F: 3 clusters Score -563761.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -564270.125000 Penalty: 3024.011230
	Iteration 6F: 3 clusters Score -564270.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -564673.625000 Penalty: 3024.011230
	Iteration 7F: 3 clusters Score -564673.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -565037.375000 Penalty: 3024.011230
	Iteration 8Q: 3 clusters Score -565037.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -565299.437500 Penalty: 3024.011230
	Iteration 9Q: 3 clusters Score -565299.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -565479.562500 Penalty: 3024.011230
	Iteration 10Q: 3 clusters Score -565479.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -565604.500000 Penalty: 3024.011230
	Iteration 11Q: 3 clusters Score -565604.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -565713.875000 Penalty: 3024.011230
	Iteration 12Q: 3 clusters Score -565713.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -565807.875000 Penalty: 3024.011230
	Iteration 13Q: 3 clusters Score -565807.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -565879.812500 Penalty: 3024.011230
	Iteration 14Q: 3 clusters Score -565879.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -565935.750000 Penalty: 3024.011230
	Iteration 15Q: 3 clusters Score -565935.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -565972.375000 Penalty: 3024.011230
	Iteration 16Q: 3 clusters Score -565972.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -565998.500000 Penalty: 3024.011230
	Iteration 17Q: 3 clusters Score -565998.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -566010.312500 Penalty: 3024.011230
	Iteration 18Q: 3 clusters Score -566010.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -566022.312500 Penalty: 3024.011230
	Iteration 19Q: 3 clusters Score -566022.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -566032.500000 Penalty: 3024.011230
	Iteration 20F: 3 clusters Score -566032.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -566045.250000 Penalty: 3024.011230
	Iteration 21Q: 3 clusters Score -566045.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -566057.812500 Penalty: 3024.011230
	Iteration 22Q: 3 clusters Score -566057.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -566071.250000 Penalty: 3024.011230
	Iteration 23Q: 3 clusters Score -566071.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -566078.875000 Penalty: 3024.011230
	Iteration 24Q: 3 clusters Score -566078.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -566087.000000 Penalty: 3024.011230
	Iteration 25Q: 3 clusters Score -566087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -566094.687500 Penalty: 3024.011230
	Iteration 26Q: 3 clusters Score -566094.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -566101.125000 Penalty: 3024.011230
	Iteration 27Q: 3 clusters Score -566101.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -566105.937500 Penalty: 3024.011230
	Iteration 28Q: 3 clusters Score -566105.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -566118.437500 Penalty: 3024.011230
	Iteration 29Q: 3 clusters Score -566118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -566134.312500 Penalty: 3024.011230
	Iteration 30Q: 3 clusters Score -566134.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -566175.937500 Penalty: 3024.011230
	Iteration 31Q: 3 clusters Score -566175.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -566225.625000 Penalty: 3024.011230
	Iteration 32Q: 3 clusters Score -566225.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -566258.687500 Penalty: 3024.011230
	Iteration 33Q: 3 clusters Score -566258.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -566304.062500 Penalty: 3024.011230
	Iteration 34Q: 3 clusters Score -566304.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -566347.562500 Penalty: 3024.011230
	Iteration 35Q: 3 clusters Score -566347.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -566400.875000 Penalty: 3024.011230
	Iteration 36Q: 3 clusters Score -566400.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -566474.000000 Penalty: 3024.011230
	Iteration 37Q: 3 clusters Score -566474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -566529.625000 Penalty: 3024.011230
	Iteration 38Q: 3 clusters Score -566529.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -566568.375000 Penalty: 3024.011230
	Iteration 39Q: 3 clusters Score -566568.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -566595.625000 Penalty: 3024.011230
	Iteration 40F: 3 clusters Score -566595.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -566605.937500 Penalty: 3024.011230
	Iteration 41Q: 3 clusters Score -566605.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -566614.625000 Penalty: 3024.011230
	Iteration 42Q: 3 clusters Score -566614.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -566622.250000 Penalty: 3024.011230
	Iteration 43Q: 3 clusters Score -566622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -566629.000000 Penalty: 3024.011230
	Iteration 44Q: 3 clusters Score -566629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -566633.062500 Penalty: 3024.011230
	Iteration 45Q: 3 clusters Score -566633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -566638.437500 Penalty: 3024.011230
	Iteration 46Q: 3 clusters Score -566638.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -566644.687500 Penalty: 3024.011230
	Iteration 47Q: 3 clusters Score -566644.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -566657.437500 Penalty: 3024.011230
	Iteration 48Q: 3 clusters Score -566657.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -566661.375000 Penalty: 3024.011230
	Iteration 49Q: 3 clusters Score -566661.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566666.875000 Penalty: 3024.011230
	Iteration 50Q: 3 clusters Score -566666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -566671.625000 Penalty: 3024.011230
	Iteration 51Q: 3 clusters Score -566671.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -566683.562500 Penalty: 3024.011230
	Iteration 52Q: 3 clusters Score -566683.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -566691.562500 Penalty: 3024.011230
	Iteration 53Q: 3 clusters Score -566691.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -566696.562500 Penalty: 3024.011230
	Iteration 54Q: 3 clusters Score -566696.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -566705.750000 Penalty: 3024.011230
	Iteration 55Q: 3 clusters Score -566705.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -566724.375000 Penalty: 3024.011230
	Iteration 56Q: 3 clusters Score -566724.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -566739.812500 Penalty: 3024.011230
	Iteration 57Q: 3 clusters Score -566739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -566754.687500 Penalty: 3024.011230
	Iteration 58Q: 3 clusters Score -566754.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -566771.250000 Penalty: 3024.011230
	Iteration 59Q: 3 clusters Score -566771.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -566794.312500 Penalty: 3024.011230
	Iteration 60F: 3 clusters Score -566794.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -566813.750000 Penalty: 3024.011230
	Iteration 61Q: 3 clusters Score -566813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -566824.375000 Penalty: 3024.011230
	Iteration 62Q: 3 clusters Score -566824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -566831.312500 Penalty: 3024.011230
	Iteration 63Q: 3 clusters Score -566831.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -566839.562500 Penalty: 3024.011230
	Iteration 64Q: 3 clusters Score -566839.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -566842.187500 Penalty: 3024.011230
	Iteration 65Q: 3 clusters Score -566842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -566844.312500 Penalty: 3024.011230
	Iteration 66Q: 3 clusters Score -566844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -566844.812500 Penalty: 3024.011230
	Iteration 67Q: 3 clusters Score -566844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -566846.125000 Penalty: 3024.011230
	Iteration 68Q: 3 clusters Score -566846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -566846.125000 Penalty: 3024.011230
	Iteration 69F: 3 clusters Score -566846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 9136 members 
Mstep: Class 23 contains 10100 members 
Mstep: Class 24 contains 55951 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 4567 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 2646 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 3020 members 
Mstep: Class 36 contains 1853 members 
Entering Unmasked Estep 
Score: -30842074.000000 Penalty: 77319.101562
Splitting cluster 22 changes total score from -30791126.000000 to -30842074.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 81475 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 63788 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 20 contains 107372 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 9136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30851302.000000 Penalty: 77319.101562
Iteration 39Q: 37 clusters Score -3.08513e+07 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 81468 members 
Mstep: Class 4 contains 47362 members 
Mstep: Class 5 contains 64145 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 27719 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 9966 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 6974 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 27325 members 
Mstep: Class 20 contains 106959 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 8894 members 
Mstep: Class 23 contains 9858 members 
Mstep: Class 24 contains 55015 members 
Mstep: Class 25 contains 7221 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 2407 members 
Mstep: Class 28 contains 4414 members 
Mstep: Class 29 contains 756 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 16571 members 
Mstep: Class 32 contains 473 members 
Mstep: Class 33 contains 2547 members 
Mstep: Class 34 contains 422 members 
Mstep: Class 35 contains 2799 members 
Mstep: Class 36 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30861542.000000 Penalty: 77319.101562
Iteration 40F: 37 clusters Score -3.086154e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 81415 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 63896 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 27867 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 27368 members 
Mstep: Class 20 contains 101244 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 8792 members 
Mstep: Class 23 contains 9962 members 
Mstep: Class 24 contains 55108 members 
Mstep: Class 25 contains 7321 members 
Mstep: Class 26 contains 5984 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 4644 members 
Mstep: Class 29 contains 808 members 
Mstep: Class 30 contains 4423 members 
Mstep: Class 31 contains 16886 members 
Mstep: Class 32 contains 490 members 
Mstep: Class 33 contains 2608 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 2988 members 
Mstep: Class 36 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30869448.000000 Penalty: 77319.101562
Iteration 41Q: 37 clusters Score -3.086945e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6174 members 
Mstep: Class 3 contains 81416 members 
Mstep: Class 4 contains 57131 members 
Mstep: Class 5 contains 63858 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 28011 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 27350 members 
Mstep: Class 20 contains 95077 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 9920 members 
Mstep: Class 24 contains 55110 members 
Mstep: Class 25 contains 7310 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2495 members 
Mstep: Class 28 contains 4765 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 495 members 
Mstep: Class 33 contains 2623 members 
Mstep: Class 34 contains 585 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 2013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30876928.000000 Penalty: 77319.101562
Iteration 42Q: 37 clusters Score -3.087693e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 3 contains 81413 members 
Mstep: Class 4 contains 62791 members 
Mstep: Class 5 contains 63857 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 7 contains 28029 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 27290 members 
Mstep: Class 20 contains 88792 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 55112 members 
Mstep: Class 25 contains 7286 members 
Mstep: Class 26 contains 6212 members 
Mstep: Class 27 contains 2514 members 
Mstep: Class 28 contains 4849 members 
Mstep: Class 29 contains 877 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 17319 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 2637 members 
Mstep: Class 34 contains 649 members 
Mstep: Class 35 contains 3313 members 
Mstep: Class 36 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30886060.000000 Penalty: 77319.101562
Iteration 43Q: 37 clusters Score -3.088606e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 81405 members 
Mstep: Class 4 contains 68762 members 
Mstep: Class 5 contains 63892 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 27909 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 14 contains 6402 members 
Mstep: Class 15 contains 11260 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 27170 members 
Mstep: Class 20 contains 82611 members 
Mstep: Class 21 contains 6248 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 9837 members 
Mstep: Class 24 contains 55091 members 
Mstep: Class 25 contains 7266 members 
Mstep: Class 26 contains 6215 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 4892 members 
Mstep: Class 29 contains 934 members 
Mstep: Class 30 contains 4459 members 
Mstep: Class 31 contains 17485 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 2656 members 
Mstep: Class 34 contains 692 members 
Mstep: Class 35 contains 3448 members 
Mstep: Class 36 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30898306.000000 Penalty: 77319.101562
Iteration 44Q: 37 clusters Score -3.089831e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 81401 members 
Mstep: Class 4 contains 74140 members 
Mstep: Class 5 contains 63917 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 27557 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1551 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 11405 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 6281 members 
Mstep: Class 19 contains 26948 members 
Mstep: Class 20 contains 77681 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 55032 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 6152 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 4925 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 17615 members 
Mstep: Class 32 contains 489 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913358.000000 Penalty: 77319.101562
Iteration 45Q: 37 clusters Score -3.091336e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 81398 members 
Mstep: Class 4 contains 77079 members 
Mstep: Class 5 contains 64075 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 26917 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 14 contains 6866 members 
Mstep: Class 15 contains 11469 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 6250 members 
Mstep: Class 19 contains 26614 members 
Mstep: Class 20 contains 75741 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 9788 members 
Mstep: Class 24 contains 54984 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 17723 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 2676 members 
Mstep: Class 34 contains 752 members 
Mstep: Class 35 contains 3750 members 
Mstep: Class 36 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30922130.000000 Penalty: 77319.101562
Iteration 46Q: 37 clusters Score -3.092213e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 81386 members 
Mstep: Class 4 contains 78034 members 
Mstep: Class 5 contains 64558 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 26345 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 11542 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 6238 members 
Mstep: Class 19 contains 26283 members 
Mstep: Class 20 contains 75393 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 8733 members 
Mstep: Class 23 contains 9771 members 
Mstep: Class 24 contains 54967 members 
Mstep: Class 25 contains 7187 members 
Mstep: Class 26 contains 5770 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 1014 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 17818 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 3872 members 
Mstep: Class 36 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30925050.000000 Penalty: 77319.101562
Iteration 47Q: 37 clusters Score -3.092505e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6308 members 
Mstep: Class 3 contains 81376 members 
Mstep: Class 4 contains 78326 members 
Mstep: Class 5 contains 65216 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 25911 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 4140 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 7137 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 6229 members 
Mstep: Class 19 contains 26065 members 
Mstep: Class 20 contains 75239 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 9759 members 
Mstep: Class 24 contains 54991 members 
Mstep: Class 25 contains 7166 members 
Mstep: Class 26 contains 5604 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 4976 members 
Mstep: Class 29 contains 1019 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 17911 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 2685 members 
Mstep: Class 34 contains 806 members 
Mstep: Class 35 contains 3938 members 
Mstep: Class 36 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30926352.000000 Penalty: 77319.101562
Iteration 48Q: 37 clusters Score -3.092635e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6312 members 
Mstep: Class 3 contains 81369 members 
Mstep: Class 4 contains 78371 members 
Mstep: Class 5 contains 65870 members 
Mstep: Class 6 contains 3306 members 
Mstep: Class 7 contains 25645 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 4124 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 7152 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 25891 members 
Mstep: Class 20 contains 75055 members 
Mstep: Class 21 contains 5764 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 9742 members 
Mstep: Class 24 contains 55002 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 5506 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 4985 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 4544 members 
Mstep: Class 31 contains 18003 members 
Mstep: Class 32 contains 471 members 
Mstep: Class 33 contains 2687 members 
Mstep: Class 34 contains 824 members 
Mstep: Class 35 contains 4006 members 
Mstep: Class 36 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30927120.000000 Penalty: 77319.101562
Iteration 49Q: 37 clusters Score -3.092712e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 81365 members 
Mstep: Class 4 contains 78357 members 
Mstep: Class 5 contains 66444 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 25476 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 4109 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 25779 members 
Mstep: Class 20 contains 74858 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 9728 members 
Mstep: Class 24 contains 54989 members 
Mstep: Class 25 contains 7133 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 5001 members 
Mstep: Class 29 contains 1031 members 
Mstep: Class 30 contains 4563 members 
Mstep: Class 31 contains 18069 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 2697 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 4057 members 
Mstep: Class 36 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30927548.000000 Penalty: 77319.101562
Iteration 50Q: 37 clusters Score -3.092755e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 81362 members 
Mstep: Class 4 contains 78317 members 
Mstep: Class 5 contains 66906 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 25379 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 4102 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 11849 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 6512 members 
Mstep: Class 18 contains 6247 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 74748 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 9716 members 
Mstep: Class 24 contains 54981 members 
Mstep: Class 25 contains 7116 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5009 members 
Mstep: Class 29 contains 1033 members 
Mstep: Class 30 contains 4583 members 
Mstep: Class 31 contains 18115 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 2703 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 4103 members 
Mstep: Class 36 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30927926.000000 Penalty: 77319.101562
Iteration 51Q: 37 clusters Score -3.092793e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 81357 members 
Mstep: Class 4 contains 78282 members 
Mstep: Class 5 contains 67297 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 25343 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 2842 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 11907 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 6478 members 
Mstep: Class 18 contains 6251 members 
Mstep: Class 19 contains 25606 members 
Mstep: Class 20 contains 74648 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 8727 members 
Mstep: Class 23 contains 9703 members 
Mstep: Class 24 contains 54961 members 
Mstep: Class 25 contains 7087 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5022 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 4596 members 
Mstep: Class 31 contains 18150 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 2706 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 4139 members 
Mstep: Class 36 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928266.000000 Penalty: 77319.101562
Iteration 52Q: 37 clusters Score -3.092827e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 81354 members 
Mstep: Class 4 contains 78251 members 
Mstep: Class 5 contains 67571 members 
Mstep: Class 6 contains 3233 members 
Mstep: Class 7 contains 25348 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 19 contains 25521 members 
Mstep: Class 20 contains 74593 members 
Mstep: Class 21 contains 5301 members 
Mstep: Class 22 contains 8725 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 54959 members 
Mstep: Class 25 contains 7062 members 
Mstep: Class 26 contains 5311 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5027 members 
Mstep: Class 29 contains 1036 members 
Mstep: Class 30 contains 4601 members 
Mstep: Class 31 contains 18179 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 2712 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 4169 members 
Mstep: Class 36 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928522.000000 Penalty: 77319.101562
Iteration 53Q: 37 clusters Score -3.092852e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 81349 members 
Mstep: Class 4 contains 78203 members 
Mstep: Class 5 contains 67771 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 25370 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 74563 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 8724 members 
Mstep: Class 23 contains 9689 members 
Mstep: Class 24 contains 54958 members 
Mstep: Class 25 contains 7053 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5033 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 4616 members 
Mstep: Class 31 contains 18210 members 
Mstep: Class 32 contains 473 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 4202 members 
Mstep: Class 36 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928612.000000 Penalty: 77319.101562
Iteration 54Q: 37 clusters Score -3.092861e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 81340 members 
Mstep: Class 4 contains 78162 members 
Mstep: Class 5 contains 67924 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 25397 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 3606 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 4075 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 6278 members 
Mstep: Class 19 contains 25350 members 
Mstep: Class 20 contains 74563 members 
Mstep: Class 21 contains 5114 members 
Mstep: Class 22 contains 8724 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 54941 members 
Mstep: Class 25 contains 7024 members 
Mstep: Class 26 contains 5278 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5033 members 
Mstep: Class 29 contains 1040 members 
Mstep: Class 30 contains 4629 members 
Mstep: Class 31 contains 18258 members 
Mstep: Class 32 contains 469 members 
Mstep: Class 33 contains 2719 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 4235 members 
Mstep: Class 36 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928706.000000 Penalty: 77319.101562
Iteration 55Q: 37 clusters Score -3.092871e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 81337 members 
Mstep: Class 4 contains 78119 members 
Mstep: Class 5 contains 68012 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 25417 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 7132 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 25287 members 
Mstep: Class 20 contains 74591 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 8722 members 
Mstep: Class 23 contains 9663 members 
Mstep: Class 24 contains 54934 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5038 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 4635 members 
Mstep: Class 31 contains 18293 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 2728 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 4282 members 
Mstep: Class 36 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928780.000000 Penalty: 77319.101562
Iteration 56Q: 37 clusters Score -3.092878e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6412 members 
Mstep: Class 3 contains 81335 members 
Mstep: Class 4 contains 78069 members 
Mstep: Class 5 contains 68080 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 25449 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 2852 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 4057 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 25224 members 
Mstep: Class 20 contains 74657 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 54936 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 5267 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5038 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 4640 members 
Mstep: Class 31 contains 18322 members 
Mstep: Class 32 contains 464 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 4324 members 
Mstep: Class 36 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928880.000000 Penalty: 77319.101562
Iteration 57Q: 37 clusters Score -3.092888e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81334 members 
Mstep: Class 4 contains 78016 members 
Mstep: Class 5 contains 68136 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 25499 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 12232 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 25148 members 
Mstep: Class 20 contains 74735 members 
Mstep: Class 21 contains 4863 members 
Mstep: Class 22 contains 8715 members 
Mstep: Class 23 contains 9646 members 
Mstep: Class 24 contains 54949 members 
Mstep: Class 25 contains 6934 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5030 members 
Mstep: Class 29 contains 1043 members 
Mstep: Class 30 contains 4644 members 
Mstep: Class 31 contains 18349 members 
Mstep: Class 32 contains 461 members 
Mstep: Class 33 contains 2754 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 4357 members 
Mstep: Class 36 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928968.000000 Penalty: 77319.101562
Iteration 58Q: 37 clusters Score -3.092897e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 81334 members 
Mstep: Class 4 contains 77968 members 
Mstep: Class 5 contains 68186 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 25556 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 4046 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 7136 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 25083 members 
Mstep: Class 20 contains 74797 members 
Mstep: Class 21 contains 4798 members 
Mstep: Class 22 contains 8712 members 
Mstep: Class 23 contains 9637 members 
Mstep: Class 24 contains 54958 members 
Mstep: Class 25 contains 6885 members 
Mstep: Class 26 contains 5256 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5032 members 
Mstep: Class 29 contains 1043 members 
Mstep: Class 30 contains 4648 members 
Mstep: Class 31 contains 18374 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 2765 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 4393 members 
Mstep: Class 36 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30929040.000000 Penalty: 77319.101562
Iteration 59Q: 37 clusters Score -3.092904e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 81333 members 
Mstep: Class 4 contains 77908 members 
Mstep: Class 5 contains 68220 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 25621 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 7153 members 
Mstep: Class 15 contains 12356 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 6328 members 
Mstep: Class 19 contains 24991 members 
Mstep: Class 20 contains 74889 members 
Mstep: Class 21 contains 4732 members 
Mstep: Class 22 contains 8711 members 
Mstep: Class 23 contains 9630 members 
Mstep: Class 24 contains 54968 members 
Mstep: Class 25 contains 6828 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 5031 members 
Mstep: Class 29 contains 1043 members 
Mstep: Class 30 contains 4649 members 
Mstep: Class 31 contains 18398 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 4441 members 
Mstep: Class 36 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30929604.000000 Penalty: 77319.101562
Iteration 60F: 37 clusters Score -3.09296e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81334 members 
Mstep: Class 4 contains 77892 members 
Mstep: Class 5 contains 68237 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 25701 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 12392 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 24897 members 
Mstep: Class 20 contains 74973 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 9620 members 
Mstep: Class 24 contains 54971 members 
Mstep: Class 25 contains 6770 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 1060 members 
Mstep: Class 30 contains 4655 members 
Mstep: Class 31 contains 18416 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 2783 members 
Mstep: Class 34 contains 941 members 
Mstep: Class 35 contains 4467 members 
Mstep: Class 36 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930210.000000 Penalty: 77319.101562
Iteration 61Q: 37 clusters Score -3.093021e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6427 members 
Mstep: Class 3 contains 81334 members 
Mstep: Class 4 contains 77871 members 
Mstep: Class 5 contains 68271 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 25762 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 7411 members 
Mstep: Class 15 contains 12445 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 24812 members 
Mstep: Class 20 contains 75054 members 
Mstep: Class 21 contains 4610 members 
Mstep: Class 22 contains 8695 members 
Mstep: Class 23 contains 9610 members 
Mstep: Class 24 contains 54981 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 5001 members 
Mstep: Class 29 contains 1067 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 18432 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 2790 members 
Mstep: Class 34 contains 1018 members 
Mstep: Class 35 contains 4494 members 
Mstep: Class 36 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930774.000000 Penalty: 77319.101562
Iteration 62Q: 37 clusters Score -3.093077e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81317 members 
Mstep: Class 4 contains 77858 members 
Mstep: Class 5 contains 68301 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 25822 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 12503 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 24690 members 
Mstep: Class 20 contains 75136 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 8704 members 
Mstep: Class 23 contains 9608 members 
Mstep: Class 24 contains 54979 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 5256 members 
Mstep: Class 27 contains 2519 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 1070 members 
Mstep: Class 30 contains 4670 members 
Mstep: Class 31 contains 18459 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 2786 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 4510 members 
Mstep: Class 36 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931180.000000 Penalty: 77319.101562
Iteration 63Q: 37 clusters Score -3.093118e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 81306 members 
Mstep: Class 4 contains 77834 members 
Mstep: Class 5 contains 68343 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 25867 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 7451 members 
Mstep: Class 15 contains 12570 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 24601 members 
Mstep: Class 20 contains 75226 members 
Mstep: Class 21 contains 4534 members 
Mstep: Class 22 contains 8694 members 
Mstep: Class 23 contains 9602 members 
Mstep: Class 24 contains 54980 members 
Mstep: Class 25 contains 6629 members 
Mstep: Class 26 contains 5260 members 
Mstep: Class 27 contains 2509 members 
Mstep: Class 28 contains 4980 members 
Mstep: Class 29 contains 1076 members 
Mstep: Class 30 contains 4681 members 
Mstep: Class 31 contains 18495 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 2782 members 
Mstep: Class 34 contains 1150 members 
Mstep: Class 35 contains 4521 members 
Mstep: Class 36 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931338.000000 Penalty: 77319.101562
Iteration 64Q: 37 clusters Score -3.093134e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81294 members 
Mstep: Class 4 contains 77812 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 25889 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 75303 members 
Mstep: Class 21 contains 4517 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 9595 members 
Mstep: Class 24 contains 54977 members 
Mstep: Class 25 contains 6562 members 
Mstep: Class 26 contains 5267 members 
Mstep: Class 27 contains 2495 members 
Mstep: Class 28 contains 4977 members 
Mstep: Class 29 contains 1079 members 
Mstep: Class 30 contains 4690 members 
Mstep: Class 31 contains 18528 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 2783 members 
Mstep: Class 34 contains 1189 members 
Mstep: Class 35 contains 4536 members 
Mstep: Class 36 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931634.000000 Penalty: 77319.101562
Iteration 65Q: 37 clusters Score -3.093163e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 81282 members 
Mstep: Class 4 contains 77788 members 
Mstep: Class 5 contains 68394 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 25929 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 2202 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 24411 members 
Mstep: Class 20 contains 75370 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 8690 members 
Mstep: Class 23 contains 9587 members 
Mstep: Class 24 contains 54977 members 
Mstep: Class 25 contains 6499 members 
Mstep: Class 26 contains 5268 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 4962 members 
Mstep: Class 29 contains 1083 members 
Mstep: Class 30 contains 4703 members 
Mstep: Class 31 contains 18568 members 
Mstep: Class 32 contains 460 members 
Mstep: Class 33 contains 2788 members 
Mstep: Class 34 contains 1217 members 
Mstep: Class 35 contains 4556 members 
Mstep: Class 36 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931762.000000 Penalty: 77319.101562
Iteration 66Q: 37 clusters Score -3.093176e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81275 members 
Mstep: Class 4 contains 77766 members 
Mstep: Class 5 contains 68400 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 25964 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 4024 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 24333 members 
Mstep: Class 20 contains 75447 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 9577 members 
Mstep: Class 24 contains 54971 members 
Mstep: Class 25 contains 6439 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 2472 members 
Mstep: Class 28 contains 4950 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4719 members 
Mstep: Class 31 contains 18593 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 2786 members 
Mstep: Class 34 contains 1235 members 
Mstep: Class 35 contains 4571 members 
Mstep: Class 36 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931974.000000 Penalty: 77319.101562
Iteration 67Q: 37 clusters Score -3.093197e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 81267 members 
Mstep: Class 4 contains 77746 members 
Mstep: Class 5 contains 68390 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 25985 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 12900 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 6350 members 
Mstep: Class 19 contains 24266 members 
Mstep: Class 20 contains 75517 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 9567 members 
Mstep: Class 24 contains 54953 members 
Mstep: Class 25 contains 6386 members 
Mstep: Class 26 contains 5272 members 
Mstep: Class 27 contains 2469 members 
Mstep: Class 28 contains 4937 members 
Mstep: Class 29 contains 1101 members 
Mstep: Class 30 contains 4732 members 
Mstep: Class 31 contains 18617 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 2794 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 4585 members 
Mstep: Class 36 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932116.000000 Penalty: 77319.101562
Iteration 68Q: 37 clusters Score -3.093212e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 81268 members 
Mstep: Class 4 contains 77736 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 25999 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 4024 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 24217 members 
Mstep: Class 20 contains 75581 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 9558 members 
Mstep: Class 24 contains 54935 members 
Mstep: Class 25 contains 6349 members 
Mstep: Class 26 contains 5276 members 
Mstep: Class 27 contains 2468 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 4762 members 
Mstep: Class 31 contains 18647 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 4594 members 
Mstep: Class 36 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932166.000000 Penalty: 77319.101562
Iteration 69Q: 37 clusters Score -3.093217e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 81266 members 
Mstep: Class 4 contains 77722 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 25964 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 7548 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5803 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 24179 members 
Mstep: Class 20 contains 75654 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 54915 members 
Mstep: Class 25 contains 6316 members 
Mstep: Class 26 contains 5283 members 
Mstep: Class 27 contains 2468 members 
Mstep: Class 28 contains 4913 members 
Mstep: Class 29 contains 1113 members 
Mstep: Class 30 contains 4787 members 
Mstep: Class 31 contains 18658 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 4607 members 
Mstep: Class 36 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932276.000000 Penalty: 77319.101562
Iteration 70Q: 37 clusters Score -3.093228e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 77712 members 
Mstep: Class 5 contains 68368 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25932 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 7574 members 
Mstep: Class 15 contains 13104 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 24148 members 
Mstep: Class 20 contains 75730 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 54902 members 
Mstep: Class 25 contains 6288 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 4904 members 
Mstep: Class 29 contains 1118 members 
Mstep: Class 30 contains 4819 members 
Mstep: Class 31 contains 18666 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 1264 members 
Mstep: Class 35 contains 4619 members 
Mstep: Class 36 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932480.000000 Penalty: 77319.101562
Iteration 71Q: 37 clusters Score -3.093248e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 81267 members 
Mstep: Class 4 contains 77691 members 
Mstep: Class 5 contains 68374 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 25885 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 7610 members 
Mstep: Class 15 contains 13169 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5718 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 24130 members 
Mstep: Class 20 contains 75791 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 9548 members 
Mstep: Class 24 contains 54906 members 
Mstep: Class 25 contains 6251 members 
Mstep: Class 26 contains 5300 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 4895 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 4854 members 
Mstep: Class 31 contains 18669 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 2841 members 
Mstep: Class 34 contains 1265 members 
Mstep: Class 35 contains 4627 members 
Mstep: Class 36 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932436.000000 Penalty: 77319.101562
Iteration 72Q: 37 clusters Score -3.093244e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 81270 members 
Mstep: Class 4 contains 77673 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 25834 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 13245 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 24094 members 
Mstep: Class 20 contains 75861 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 9546 members 
Mstep: Class 24 contains 54907 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 5314 members 
Mstep: Class 27 contains 2460 members 
Mstep: Class 28 contains 4888 members 
Mstep: Class 29 contains 1131 members 
Mstep: Class 30 contains 4888 members 
Mstep: Class 31 contains 18671 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2852 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 4639 members 
Mstep: Class 36 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932504.000000 Penalty: 77319.101562
Iteration 73Q: 37 clusters Score -3.09325e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6437 members 
Mstep: Class 3 contains 81267 members 
Mstep: Class 4 contains 77651 members 
Mstep: Class 5 contains 68382 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 25767 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5635 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 24073 members 
Mstep: Class 20 contains 75937 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 9545 members 
Mstep: Class 24 contains 54903 members 
Mstep: Class 25 contains 6174 members 
Mstep: Class 26 contains 5325 members 
Mstep: Class 27 contains 2459 members 
Mstep: Class 28 contains 4883 members 
Mstep: Class 29 contains 1133 members 
Mstep: Class 30 contains 4924 members 
Mstep: Class 31 contains 18670 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 4657 members 
Mstep: Class 36 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932602.000000 Penalty: 77319.101562
Iteration 74Q: 37 clusters Score -3.09326e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 81267 members 
Mstep: Class 4 contains 77631 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 25712 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 1842 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 13365 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 24047 members 
Mstep: Class 20 contains 76015 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 9545 members 
Mstep: Class 24 contains 54896 members 
Mstep: Class 25 contains 6133 members 
Mstep: Class 26 contains 5335 members 
Mstep: Class 27 contains 2458 members 
Mstep: Class 28 contains 4881 members 
Mstep: Class 29 contains 1136 members 
Mstep: Class 30 contains 4957 members 
Mstep: Class 31 contains 18675 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 2867 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932656.000000 Penalty: 77319.101562
Iteration 75Q: 37 clusters Score -3.093266e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6440 members 
Mstep: Class 3 contains 81266 members 
Mstep: Class 4 contains 77612 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25641 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 13426 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5560 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 24025 members 
Mstep: Class 20 contains 76098 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 54900 members 
Mstep: Class 25 contains 6099 members 
Mstep: Class 26 contains 5342 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 4873 members 
Mstep: Class 29 contains 1139 members 
Mstep: Class 30 contains 4986 members 
Mstep: Class 31 contains 18675 members 
Mstep: Class 32 contains 435 members 
Mstep: Class 33 contains 2863 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 4692 members 
Mstep: Class 36 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932718.000000 Penalty: 77319.101562
Iteration 76Q: 37 clusters Score -3.093272e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 81264 members 
Mstep: Class 4 contains 77599 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25580 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 7763 members 
Mstep: Class 15 contains 13483 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 24003 members 
Mstep: Class 20 contains 76183 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9542 members 
Mstep: Class 24 contains 54895 members 
Mstep: Class 25 contains 6057 members 
Mstep: Class 26 contains 5348 members 
Mstep: Class 27 contains 2456 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 5019 members 
Mstep: Class 31 contains 18677 members 
Mstep: Class 32 contains 434 members 
Mstep: Class 33 contains 2860 members 
Mstep: Class 34 contains 1284 members 
Mstep: Class 35 contains 4707 members 
Mstep: Class 36 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932702.000000 Penalty: 77319.101562
Iteration 77Q: 37 clusters Score -3.09327e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 81263 members 
Mstep: Class 4 contains 77587 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 25521 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 7808 members 
Mstep: Class 15 contains 13527 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 6347 members 
Mstep: Class 19 contains 23987 members 
Mstep: Class 20 contains 76260 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9541 members 
Mstep: Class 24 contains 54888 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 2456 members 
Mstep: Class 28 contains 4866 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 5041 members 
Mstep: Class 31 contains 18672 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 2860 members 
Mstep: Class 34 contains 1283 members 
Mstep: Class 35 contains 4717 members 
Mstep: Class 36 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932768.000000 Penalty: 77319.101562
Iteration 78Q: 37 clusters Score -3.093277e+07 nChanged 404
Entering ConstructFrom: 
Score: -30932768.000000 Penalty: 77319.101562
Entering ConstructFrom: 
Trying to split cluster 1 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -117458.500000 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -117458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -115383.882812 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -115383.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -115816.781250 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -115816.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -115915.359375 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -115915.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -115993.109375 Penalty: 2469.153809
	Iteration 3Q: 3 clusters Score -115993.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -116039.531250 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -116039.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -116066.906250 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -116066.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -116084.007812 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -116084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116101.687500 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -116101.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116116.226562 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -116116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116128.687500 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -116128.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116144.875000 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -116144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -116160.281250 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -116160.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -116170.062500 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -116170.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -116178.757812 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -116178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -116186.890625 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -116186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116190.945312 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -116190.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -116195.367188 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -116195.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -116202.617188 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -116202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -116209.125000 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -116209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -116213.734375 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -116213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -116218.914062 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -116218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116222.117188 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -116222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116222.492188 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -116222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116222.492188 Penalty: 2469.153809
	Iteration 23F: 3 clusters Score -116222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -365651.687500 Penalty: 1425.044922
	Iteration 0F: 2 clusters Score -365651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -360797.750000 Penalty: 2850.089844
	Iteration 0F: 3 clusters Score -360797.8 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -362329.781250 Penalty: 2850.089844
	Iteration 1F: 3 clusters Score -362329.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -362724.406250 Penalty: 2850.089844
	Iteration 2F: 3 clusters Score -362724.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -363089.937500 Penalty: 2850.089844
	Iteration 3F: 3 clusters Score -363089.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -363465.937500 Penalty: 2850.089844
	Iteration 4F: 3 clusters Score -363465.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -363768.031250 Penalty: 2850.089844
	Iteration 5F: 3 clusters Score -363768 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -363977.718750 Penalty: 2850.089844
	Iteration 6F: 3 clusters Score -363977.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -364105.687500 Penalty: 2850.089844
	Iteration 7Q: 3 clusters Score -364105.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -364186.781250 Penalty: 2850.089844
	Iteration 8Q: 3 clusters Score -364186.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -364241.343750 Penalty: 2850.089844
	Iteration 9Q: 3 clusters Score -364241.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -364273.906250 Penalty: 2850.089844
	Iteration 10Q: 3 clusters Score -364273.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -364291.031250 Penalty: 2850.089844
	Iteration 11Q: 3 clusters Score -364291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -364300.625000 Penalty: 2850.089844
	Iteration 12Q: 3 clusters Score -364300.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -364313.250000 Penalty: 2850.089844
	Iteration 13Q: 3 clusters Score -364313.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -364321.218750 Penalty: 2850.089844
	Iteration 14Q: 3 clusters Score -364321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -364325.281250 Penalty: 2850.089844
	Iteration 15Q: 3 clusters Score -364325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -364326.750000 Penalty: 2850.089844
	Iteration 16Q: 3 clusters Score -364326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -364328.343750 Penalty: 2850.089844
	Iteration 17Q: 3 clusters Score -364328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -364328.125000 Penalty: 2850.089844
	Iteration 18Q: 3 clusters Score -364328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -364329.406250 Penalty: 2850.089844
	Iteration 19Q: 3 clusters Score -364329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -364330.656250 Penalty: 2850.089844
	Iteration 20F: 3 clusters Score -364330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -364331.625000 Penalty: 2850.089844
	Iteration 21Q: 3 clusters Score -364331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -364332.687500 Penalty: 2850.089844
	Iteration 22Q: 3 clusters Score -364332.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -364333.812500 Penalty: 2850.089844
	Iteration 23Q: 3 clusters Score -364333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -364334.843750 Penalty: 2850.089844
	Iteration 24Q: 3 clusters Score -364334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -364336.656250 Penalty: 2850.089844
	Iteration 25Q: 3 clusters Score -364336.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -364339.406250 Penalty: 2850.089844
	Iteration 26Q: 3 clusters Score -364339.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -364341.531250 Penalty: 2850.089844
	Iteration 27Q: 3 clusters Score -364341.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -364343.312500 Penalty: 2850.089844
	Iteration 28Q: 3 clusters Score -364343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -364344.750000 Penalty: 2850.089844
	Iteration 29Q: 3 clusters Score -364344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -364346.125000 Penalty: 2850.089844
	Iteration 30Q: 3 clusters Score -364346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -364347.562500 Penalty: 2850.089844
	Iteration 31Q: 3 clusters Score -364347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -364348.437500 Penalty: 2850.089844
	Iteration 32Q: 3 clusters Score -364348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -364348.562500 Penalty: 2850.089844
	Iteration 33Q: 3 clusters Score -364348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -364348.812500 Penalty: 2850.089844
	Iteration 34Q: 3 clusters Score -364348.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -364349.343750 Penalty: 2850.089844
	Iteration 35Q: 3 clusters Score -364349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -364349.906250 Penalty: 2850.089844
	Iteration 36Q: 3 clusters Score -364349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -364349.875000 Penalty: 2850.089844
	Iteration 37Q: 3 clusters Score -364349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -364352.468750 Penalty: 2850.089844
	Iteration 38Q: 3 clusters Score -364352.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -364353.906250 Penalty: 2850.089844
	Iteration 39Q: 3 clusters Score -364353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -364353.968750 Penalty: 2850.089844
	Iteration 40F: 3 clusters Score -364354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -364354.500000 Penalty: 2850.089844
	Iteration 41Q: 3 clusters Score -364354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -364355.562500 Penalty: 2850.089844
	Iteration 42Q: 3 clusters Score -364355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -364356.593750 Penalty: 2850.089844
	Iteration 43Q: 3 clusters Score -364356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -364356.343750 Penalty: 2850.089844
	Iteration 44Q: 3 clusters Score -364356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -364356.593750 Penalty: 2850.089844
	Iteration 45Q: 3 clusters Score -364356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -364356.593750 Penalty: 2850.089844
	Iteration 46F: 3 clusters Score -364356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Entering Unmasked Estep 
Score: -4812771.000000 Penalty: 1837.138916
	Iteration 0F: 2 clusters Score -4812771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -4758360.500000 Penalty: 3674.277832
	Iteration 0F: 3 clusters Score -4758360 nChanged 38781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4780871.500000 Penalty: 3674.277832
	Iteration 1F: 3 clusters Score -4780872 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4781995.000000 Penalty: 3674.277832
	Iteration 2Q: 3 clusters Score -4781995 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4783775.500000 Penalty: 3674.277832
	Iteration 3Q: 3 clusters Score -4783776 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4786824.500000 Penalty: 3674.277832
	Iteration 4F: 3 clusters Score -4786824 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4791657.500000 Penalty: 3674.277832
	Iteration 5F: 3 clusters Score -4791658 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4797978.500000 Penalty: 3674.277832
	Iteration 6F: 3 clusters Score -4797978 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4803962.000000 Penalty: 3674.277832
	Iteration 7F: 3 clusters Score -4803962 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4807923.000000 Penalty: 3674.277832
	Iteration 8Q: 3 clusters Score -4807923 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4809870.500000 Penalty: 3674.277832
	Iteration 9Q: 3 clusters Score -4809870 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4810637.500000 Penalty: 3674.277832
	Iteration 10Q: 3 clusters Score -4810638 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4810884.000000 Penalty: 3674.277832
	Iteration 11Q: 3 clusters Score -4810884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4810998.500000 Penalty: 3674.277832
	Iteration 12Q: 3 clusters Score -4810998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4811054.000000 Penalty: 3674.277832
	Iteration 13Q: 3 clusters Score -4811054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4811084.500000 Penalty: 3674.277832
	Iteration 14Q: 3 clusters Score -4811084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4811116.500000 Penalty: 3674.277832
	Iteration 15Q: 3 clusters Score -4811116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4811138.000000 Penalty: 3674.277832
	Iteration 16Q: 3 clusters Score -4811138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4811148.500000 Penalty: 3674.277832
	Iteration 17Q: 3 clusters Score -4811148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4811162.500000 Penalty: 3674.277832
	Iteration 18Q: 3 clusters Score -4811162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4811175.000000 Penalty: 3674.277832
	Iteration 19Q: 3 clusters Score -4811175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4811177.500000 Penalty: 3674.277832
	Iteration 20F: 3 clusters Score -4811178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4811182.000000 Penalty: 3674.277832
	Iteration 21Q: 3 clusters Score -4811182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4811188.500000 Penalty: 3674.277832
	Iteration 22Q: 3 clusters Score -4811188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4811190.500000 Penalty: 3674.277832
	Iteration 23Q: 3 clusters Score -4811190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4811190.000000 Penalty: 3674.277832
	Iteration 24Q: 3 clusters Score -4811190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4811195.000000 Penalty: 3674.277832
	Iteration 25Q: 3 clusters Score -4811195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4811195.000000 Penalty: 3674.277832
	Iteration 26F: 3 clusters Score -4811195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Entering Unmasked Estep 
Score: -4697786.500000 Penalty: 1829.589600
	Iteration 0F: 2 clusters Score -4697786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4645768.500000 Penalty: 3659.179199
	Iteration 0F: 3 clusters Score -4645768 nChanged 37121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -4668242.000000 Penalty: 3659.179199
	Iteration 1F: 3 clusters Score -4668242 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4670219.000000 Penalty: 3659.179199
	Iteration 2F: 3 clusters Score -4670219 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4672877.500000 Penalty: 3659.179199
	Iteration 3F: 3 clusters Score -4672878 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -4675958.500000 Penalty: 3659.179199
	Iteration 4F: 3 clusters Score -4675958 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -4678990.500000 Penalty: 3659.179199
	Iteration 5F: 3 clusters Score -4678990 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -4681293.000000 Penalty: 3659.179199
	Iteration 6F: 3 clusters Score -4681293 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -4682971.500000 Penalty: 3659.179199
	Iteration 7Q: 3 clusters Score -4682972 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -4684240.500000 Penalty: 3659.179199
	Iteration 8Q: 3 clusters Score -4684240 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -4685248.000000 Penalty: 3659.179199
	Iteration 9Q: 3 clusters Score -4685248 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -4686080.000000 Penalty: 3659.179199
	Iteration 10Q: 3 clusters Score -4686080 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -4686742.500000 Penalty: 3659.179199
	Iteration 11Q: 3 clusters Score -4686742 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -4687385.500000 Penalty: 3659.179199
	Iteration 12Q: 3 clusters Score -4687386 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -4688071.500000 Penalty: 3659.179199
	Iteration 13Q: 3 clusters Score -4688072 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -4688865.000000 Penalty: 3659.179199
	Iteration 14Q: 3 clusters Score -4688865 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -4689757.000000 Penalty: 3659.179199
	Iteration 15Q: 3 clusters Score -4689757 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -4690805.500000 Penalty: 3659.179199
	Iteration 16Q: 3 clusters Score -4690806 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -4691935.000000 Penalty: 3659.179199
	Iteration 17Q: 3 clusters Score -4691935 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -4693064.500000 Penalty: 3659.179199
	Iteration 18Q: 3 clusters Score -4693064 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -4694086.500000 Penalty: 3659.179199
	Iteration 19Q: 3 clusters Score -4694086 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -4694919.500000 Penalty: 3659.179199
	Iteration 20F: 3 clusters Score -4694920 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -4695454.000000 Penalty: 3659.179199
	Iteration 21Q: 3 clusters Score -4695454 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -4695779.000000 Penalty: 3659.179199
	Iteration 22Q: 3 clusters Score -4695779 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -4695967.000000 Penalty: 3659.179199
	Iteration 23Q: 3 clusters Score -4695967 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -4696075.500000 Penalty: 3659.179199
	Iteration 24Q: 3 clusters Score -4696076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -4696137.000000 Penalty: 3659.179199
	Iteration 25Q: 3 clusters Score -4696137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -4696179.000000 Penalty: 3659.179199
	Iteration 26Q: 3 clusters Score -4696179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -4696207.000000 Penalty: 3659.179199
	Iteration 27Q: 3 clusters Score -4696207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -4696211.500000 Penalty: 3659.179199
	Iteration 28Q: 3 clusters Score -4696212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -4696216.000000 Penalty: 3659.179199
	Iteration 29Q: 3 clusters Score -4696216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -4696223.000000 Penalty: 3659.179199
	Iteration 30Q: 3 clusters Score -4696223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -4696225.000000 Penalty: 3659.179199
	Iteration 31Q: 3 clusters Score -4696225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -4696228.500000 Penalty: 3659.179199
	Iteration 32Q: 3 clusters Score -4696228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -4696231.500000 Penalty: 3659.179199
	Iteration 33Q: 3 clusters Score -4696232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -4696236.500000 Penalty: 3659.179199
	Iteration 34Q: 3 clusters Score -4696236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -4696242.500000 Penalty: 3659.179199
	Iteration 35Q: 3 clusters Score -4696242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -4696246.500000 Penalty: 3659.179199
	Iteration 36Q: 3 clusters Score -4696246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -4696253.000000 Penalty: 3659.179199
	Iteration 37Q: 3 clusters Score -4696253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -4696258.000000 Penalty: 3659.179199
	Iteration 38Q: 3 clusters Score -4696258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -4696266.000000 Penalty: 3659.179199
	Iteration 39Q: 3 clusters Score -4696266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -4696275.500000 Penalty: 3659.179199
	Iteration 40F: 3 clusters Score -4696276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -4696275.500000 Penalty: 3659.179199
	Iteration 41Q: 3 clusters Score -4696276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -4696279.000000 Penalty: 3659.179199
	Iteration 42Q: 3 clusters Score -4696279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -4696277.000000 Penalty: 3659.179199
	Iteration 43Q: 3 clusters Score -4696277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -4696283.000000 Penalty: 3659.179199
	Iteration 44Q: 3 clusters Score -4696283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -4696280.500000 Penalty: 3659.179199
	Iteration 45Q: 3 clusters Score -4696280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -4696280.500000 Penalty: 3659.179199
	Iteration 46F: 3 clusters Score -4696280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Entering Unmasked Estep 
Score: -4125796.500000 Penalty: 1809.090576
	Iteration 0F: 2 clusters Score -4125796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4080275.000000 Penalty: 3618.181152
	Iteration 0F: 3 clusters Score -4080275 nChanged 32351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4098785.750000 Penalty: 3618.181152
	Iteration 1F: 3 clusters Score -4098786 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4099318.500000 Penalty: 3618.181152
	Iteration 2Q: 3 clusters Score -4099318 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4099888.500000 Penalty: 3618.181152
	Iteration 3Q: 3 clusters Score -4099888 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4100598.250000 Penalty: 3618.181152
	Iteration 4Q: 3 clusters Score -4100598 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4101657.250000 Penalty: 3618.181152
	Iteration 5Q: 3 clusters Score -4101657 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4103060.000000 Penalty: 3618.181152
	Iteration 6Q: 3 clusters Score -4103060 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4104953.750000 Penalty: 3618.181152
	Iteration 7F: 3 clusters Score -4104954 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4107176.750000 Penalty: 3618.181152
	Iteration 8F: 3 clusters Score -4107177 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -4109543.500000 Penalty: 3618.181152
	Iteration 9F: 3 clusters Score -4109544 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4111709.500000 Penalty: 3618.181152
	Iteration 10F: 3 clusters Score -4111710 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -4113474.500000 Penalty: 3618.181152
	Iteration 11Q: 3 clusters Score -4113474 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4114651.250000 Penalty: 3618.181152
	Iteration 12Q: 3 clusters Score -4114651 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4115463.250000 Penalty: 3618.181152
	Iteration 13Q: 3 clusters Score -4115463 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4116141.250000 Penalty: 3618.181152
	Iteration 14Q: 3 clusters Score -4116141 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4116788.000000 Penalty: 3618.181152
	Iteration 15Q: 3 clusters Score -4116788 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4117437.750000 Penalty: 3618.181152
	Iteration 16Q: 3 clusters Score -4117438 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -4118118.000000 Penalty: 3618.181152
	Iteration 17Q: 3 clusters Score -4118118 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4118796.000000 Penalty: 3618.181152
	Iteration 18Q: 3 clusters Score -4118796 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4119516.250000 Penalty: 3618.181152
	Iteration 19Q: 3 clusters Score -4119516 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4120229.750000 Penalty: 3618.181152
	Iteration 20F: 3 clusters Score -4120230 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4120876.500000 Penalty: 3618.181152
	Iteration 21Q: 3 clusters Score -4120876 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4121473.500000 Penalty: 3618.181152
	Iteration 22Q: 3 clusters Score -4121474 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4122057.750000 Penalty: 3618.181152
	Iteration 23Q: 3 clusters Score -4122058 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4122527.500000 Penalty: 3618.181152
	Iteration 24Q: 3 clusters Score -4122528 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4122969.250000 Penalty: 3618.181152
	Iteration 25Q: 3 clusters Score -4122969 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4123366.750000 Penalty: 3618.181152
	Iteration 26Q: 3 clusters Score -4123367 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4123744.750000 Penalty: 3618.181152
	Iteration 27Q: 3 clusters Score -4123745 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4124101.000000 Penalty: 3618.181152
	Iteration 28Q: 3 clusters Score -4124101 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4124363.500000 Penalty: 3618.181152
	Iteration 29Q: 3 clusters Score -4124364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4124626.250000 Penalty: 3618.181152
	Iteration 30Q: 3 clusters Score -4124626 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4124820.750000 Penalty: 3618.181152
	Iteration 31Q: 3 clusters Score -4124821 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4124935.750000 Penalty: 3618.181152
	Iteration 32Q: 3 clusters Score -4124936 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4124999.500000 Penalty: 3618.181152
	Iteration 33Q: 3 clusters Score -4125000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4125027.250000 Penalty: 3618.181152
	Iteration 34Q: 3 clusters Score -4125027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4125044.750000 Penalty: 3618.181152
	Iteration 35Q: 3 clusters Score -4125045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4125045.000000 Penalty: 3618.181152
	Iteration 36Q: 3 clusters Score -4125045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4125056.000000 Penalty: 3618.181152
	Iteration 37Q: 3 clusters Score -4125056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4125067.000000 Penalty: 3618.181152
	Iteration 38Q: 3 clusters Score -4125067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4125073.250000 Penalty: 3618.181152
	Iteration 39Q: 3 clusters Score -4125073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4125082.000000 Penalty: 3618.181152
	Iteration 40F: 3 clusters Score -4125082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4125082.500000 Penalty: 3618.181152
	Iteration 41Q: 3 clusters Score -4125082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4125084.500000 Penalty: 3618.181152
	Iteration 42Q: 3 clusters Score -4125084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4125087.500000 Penalty: 3618.181152
	Iteration 43Q: 3 clusters Score -4125088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4125090.250000 Penalty: 3618.181152
	Iteration 44Q: 3 clusters Score -4125090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4125091.750000 Penalty: 3618.181152
	Iteration 45Q: 3 clusters Score -4125092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4125091.500000 Penalty: 3618.181152
	Iteration 46Q: 3 clusters Score -4125092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4125095.000000 Penalty: 3618.181152
	Iteration 47Q: 3 clusters Score -4125095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4125096.250000 Penalty: 3618.181152
	Iteration 48Q: 3 clusters Score -4125096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4125096.250000 Penalty: 3618.181152
	Iteration 49F: 3 clusters Score -4125096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -165961.062500 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -165961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -163203.375000 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -163203.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -163967.750000 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -163967.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -164196.281250 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -164196.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -164370.843750 Penalty: 2605.839111
	Iteration 3F: 3 clusters Score -164370.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -164530.453125 Penalty: 2605.839111
	Iteration 4F: 3 clusters Score -164530.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -164686.421875 Penalty: 2605.839111
	Iteration 5Q: 3 clusters Score -164686.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -164843.031250 Penalty: 2605.839111
	Iteration 6Q: 3 clusters Score -164843 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -164988.281250 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -164988.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -165147.656250 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -165147.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -165310.250000 Penalty: 2605.839111
	Iteration 9Q: 3 clusters Score -165310.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -165482.515625 Penalty: 2605.839111
	Iteration 10Q: 3 clusters Score -165482.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -165629.812500 Penalty: 2605.839111
	Iteration 11Q: 3 clusters Score -165629.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -165703.671875 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -165703.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -165760.953125 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -165761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -165787.140625 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -165787.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -165803.296875 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -165803.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -165816.531250 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -165816.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -165822.890625 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -165822.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -165830.531250 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -165830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -165835.109375 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -165835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -165840.218750 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -165840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -165850.328125 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -165850.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -165861.375000 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -165861.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -165871.250000 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -165871.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -165883.375000 Penalty: 2605.839111
	Iteration 24Q: 3 clusters Score -165883.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -165892.453125 Penalty: 2605.839111
	Iteration 25Q: 3 clusters Score -165892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -165897.546875 Penalty: 2605.839111
	Iteration 26Q: 3 clusters Score -165897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -165902.671875 Penalty: 2605.839111
	Iteration 27Q: 3 clusters Score -165902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -165906.875000 Penalty: 2605.839111
	Iteration 28Q: 3 clusters Score -165906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -165908.343750 Penalty: 2605.839111
	Iteration 29Q: 3 clusters Score -165908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -165909.859375 Penalty: 2605.839111
	Iteration 30Q: 3 clusters Score -165909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -165911.406250 Penalty: 2605.839111
	Iteration 31Q: 3 clusters Score -165911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -165913.578125 Penalty: 2605.839111
	Iteration 32Q: 3 clusters Score -165913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -165914.078125 Penalty: 2605.839111
	Iteration 33Q: 3 clusters Score -165914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -165914.546875 Penalty: 2605.839111
	Iteration 34Q: 3 clusters Score -165914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -165914.921875 Penalty: 2605.839111
	Iteration 35Q: 3 clusters Score -165914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -165915.250000 Penalty: 2605.839111
	Iteration 36Q: 3 clusters Score -165915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -165915.250000 Penalty: 2605.839111
	Iteration 37F: 3 clusters Score -165915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Entering Unmasked Estep 
Score: -1504316.625000 Penalty: 1648.559448
	Iteration 0F: 2 clusters Score -1504317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1487138.000000 Penalty: 3297.118896
	Iteration 0F: 3 clusters Score -1487138 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1493892.000000 Penalty: 3297.118896
	Iteration 1F: 3 clusters Score -1493892 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1494686.625000 Penalty: 3297.118896
	Iteration 2F: 3 clusters Score -1494687 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1495703.250000 Penalty: 3297.118896
	Iteration 3F: 3 clusters Score -1495703 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1496859.000000 Penalty: 3297.118896
	Iteration 4F: 3 clusters Score -1496859 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1498180.625000 Penalty: 3297.118896
	Iteration 5F: 3 clusters Score -1498181 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1499422.750000 Penalty: 3297.118896
	Iteration 6F: 3 clusters Score -1499423 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1500472.375000 Penalty: 3297.118896
	Iteration 7F: 3 clusters Score -1500472 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1501116.500000 Penalty: 3297.118896
	Iteration 8Q: 3 clusters Score -1501116 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1501497.250000 Penalty: 3297.118896
	Iteration 9Q: 3 clusters Score -1501497 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1501708.875000 Penalty: 3297.118896
	Iteration 10Q: 3 clusters Score -1501709 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1501839.500000 Penalty: 3297.118896
	Iteration 11Q: 3 clusters Score -1501840 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1501950.250000 Penalty: 3297.118896
	Iteration 12Q: 3 clusters Score -1501950 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1502068.250000 Penalty: 3297.118896
	Iteration 13Q: 3 clusters Score -1502068 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1502193.000000 Penalty: 3297.118896
	Iteration 14Q: 3 clusters Score -1502193 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1502314.000000 Penalty: 3297.118896
	Iteration 15Q: 3 clusters Score -1502314 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1502463.500000 Penalty: 3297.118896
	Iteration 16Q: 3 clusters Score -1502464 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1502644.750000 Penalty: 3297.118896
	Iteration 17Q: 3 clusters Score -1502645 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1502823.625000 Penalty: 3297.118896
	Iteration 18Q: 3 clusters Score -1502824 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1502985.000000 Penalty: 3297.118896
	Iteration 19Q: 3 clusters Score -1502985 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1503106.750000 Penalty: 3297.118896
	Iteration 20F: 3 clusters Score -1503107 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1503215.875000 Penalty: 3297.118896
	Iteration 21Q: 3 clusters Score -1503216 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1503293.875000 Penalty: 3297.118896
	Iteration 22Q: 3 clusters Score -1503294 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1503344.750000 Penalty: 3297.118896
	Iteration 23Q: 3 clusters Score -1503345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1503373.125000 Penalty: 3297.118896
	Iteration 24Q: 3 clusters Score -1503373 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1503404.625000 Penalty: 3297.118896
	Iteration 25Q: 3 clusters Score -1503405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1503436.250000 Penalty: 3297.118896
	Iteration 26Q: 3 clusters Score -1503436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1503452.375000 Penalty: 3297.118896
	Iteration 27Q: 3 clusters Score -1503452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1503479.250000 Penalty: 3297.118896
	Iteration 28Q: 3 clusters Score -1503479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1503510.000000 Penalty: 3297.118896
	Iteration 29Q: 3 clusters Score -1503510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1503545.500000 Penalty: 3297.118896
	Iteration 30Q: 3 clusters Score -1503546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1503575.875000 Penalty: 3297.118896
	Iteration 31Q: 3 clusters Score -1503576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1503611.000000 Penalty: 3297.118896
	Iteration 32Q: 3 clusters Score -1503611 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1503635.375000 Penalty: 3297.118896
	Iteration 33Q: 3 clusters Score -1503635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -1503674.875000 Penalty: 3297.118896
	Iteration 34Q: 3 clusters Score -1503675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1503718.125000 Penalty: 3297.118896
	Iteration 35Q: 3 clusters Score -1503718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1503751.750000 Penalty: 3297.118896
	Iteration 36Q: 3 clusters Score -1503752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1503784.375000 Penalty: 3297.118896
	Iteration 37Q: 3 clusters Score -1503784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1503822.000000 Penalty: 3297.118896
	Iteration 38Q: 3 clusters Score -1503822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -1503867.125000 Penalty: 3297.118896
	Iteration 39Q: 3 clusters Score -1503867 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1503907.750000 Penalty: 3297.118896
	Iteration 40F: 3 clusters Score -1503908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1503936.125000 Penalty: 3297.118896
	Iteration 41Q: 3 clusters Score -1503936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1503959.875000 Penalty: 3297.118896
	Iteration 42Q: 3 clusters Score -1503960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1503981.250000 Penalty: 3297.118896
	Iteration 43Q: 3 clusters Score -1503981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -1503996.500000 Penalty: 3297.118896
	Iteration 44Q: 3 clusters Score -1503996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1504013.875000 Penalty: 3297.118896
	Iteration 45Q: 3 clusters Score -1504014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1504021.125000 Penalty: 3297.118896
	Iteration 46Q: 3 clusters Score -1504021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1504031.375000 Penalty: 3297.118896
	Iteration 47Q: 3 clusters Score -1504031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1504037.625000 Penalty: 3297.118896
	Iteration 48Q: 3 clusters Score -1504038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1504053.125000 Penalty: 3297.118896
	Iteration 49Q: 3 clusters Score -1504053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1504061.125000 Penalty: 3297.118896
	Iteration 50Q: 3 clusters Score -1504061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1504068.000000 Penalty: 3297.118896
	Iteration 51Q: 3 clusters Score -1504068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1504072.250000 Penalty: 3297.118896
	Iteration 52Q: 3 clusters Score -1504072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1504075.750000 Penalty: 3297.118896
	Iteration 53Q: 3 clusters Score -1504076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1504076.375000 Penalty: 3297.118896
	Iteration 54Q: 3 clusters Score -1504076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1504076.500000 Penalty: 3297.118896
	Iteration 55Q: 3 clusters Score -1504076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1504077.500000 Penalty: 3297.118896
	Iteration 56Q: 3 clusters Score -1504078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -1504079.500000 Penalty: 3297.118896
	Iteration 57Q: 3 clusters Score -1504080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -1504084.875000 Penalty: 3297.118896
	Iteration 58Q: 3 clusters Score -1504085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -1504085.375000 Penalty: 3297.118896
	Iteration 59Q: 3 clusters Score -1504085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1504085.375000 Penalty: 3297.118896
	Iteration 60F: 3 clusters Score -1504085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1504088.750000 Penalty: 3297.118896
	Iteration 61Q: 3 clusters Score -1504089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -1504088.250000 Penalty: 3297.118896
	Iteration 62Q: 3 clusters Score -1504088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1504088.125000 Penalty: 3297.118896
	Iteration 63Q: 3 clusters Score -1504088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1504088.250000 Penalty: 3297.118896
	Iteration 64Q: 3 clusters Score -1504088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -1504091.250000 Penalty: 3297.118896
	Iteration 65Q: 3 clusters Score -1504091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -1504091.250000 Penalty: 3297.118896
	Iteration 66F: 3 clusters Score -1504091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -219965.500000 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -219965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -216586.562500 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -216586.6 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -217446.078125 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -217446.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -217637.234375 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -217637.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -217778.921875 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -217778.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -217904.046875 Penalty: 2703.194580
	Iteration 4Q: 3 clusters Score -217904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -217994.875000 Penalty: 2703.194580
	Iteration 5Q: 3 clusters Score -217994.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -218083.187500 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -218083.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -218157.015625 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -218157 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -218216.953125 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -218217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -218264.390625 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -218264.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -218302.046875 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -218302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -218345.921875 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -218345.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -218388.625000 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -218388.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -218428.515625 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -218428.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -218457.765625 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -218457.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -218484.187500 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -218484.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218506.093750 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -218506.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -218532.500000 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -218532.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -218557.843750 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -218557.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -218578.031250 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -218578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -218593.156250 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -218593.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -218621.890625 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -218621.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -218652.328125 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -218652.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -218686.015625 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -218686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -218736.218750 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -218736.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -218807.421875 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -218807.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -218866.812500 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -218866.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -218932.671875 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -218932.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -219019.515625 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -219019.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -219127.015625 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -219127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -219222.031250 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -219222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -219303.312500 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -219303.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -219379.609375 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -219379.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -219446.421875 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -219446.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -219485.812500 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -219485.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -219519.328125 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -219519.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -219534.375000 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -219534.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -219545.687500 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -219545.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -219552.421875 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -219552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -219557.093750 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -219557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -219564.046875 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -219564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -219572.953125 Penalty: 2703.194580
	Iteration 41Q: 3 clusters Score -219573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -219581.125000 Penalty: 2703.194580
	Iteration 42Q: 3 clusters Score -219581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -219586.750000 Penalty: 2703.194580
	Iteration 43Q: 3 clusters Score -219586.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -219596.515625 Penalty: 2703.194580
	Iteration 44Q: 3 clusters Score -219596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -219602.265625 Penalty: 2703.194580
	Iteration 45Q: 3 clusters Score -219602.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -219604.656250 Penalty: 2703.194580
	Iteration 46Q: 3 clusters Score -219604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219608.859375 Penalty: 2703.194580
	Iteration 47Q: 3 clusters Score -219608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -219612.609375 Penalty: 2703.194580
	Iteration 48Q: 3 clusters Score -219612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -219613.187500 Penalty: 2703.194580
	Iteration 49Q: 3 clusters Score -219613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -219614.750000 Penalty: 2703.194580
	Iteration 50Q: 3 clusters Score -219614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -219615.265625 Penalty: 2703.194580
	Iteration 51Q: 3 clusters Score -219615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -219615.265625 Penalty: 2703.194580
	Iteration 52F: 3 clusters Score -219615.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -112319.578125 Penalty: 1284.694214
	Iteration 0F: 2 clusters Score -112319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -109848.250000 Penalty: 2569.388428
	Iteration 0F: 3 clusters Score -109848.2 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -110788.242188 Penalty: 2569.388428
	Iteration 1F: 3 clusters Score -110788.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -111377.648438 Penalty: 2569.388428
	Iteration 2F: 3 clusters Score -111377.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -111757.242188 Penalty: 2569.388428
	Iteration 3F: 3 clusters Score -111757.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -111951.023438 Penalty: 2569.388428
	Iteration 4F: 3 clusters Score -111951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -112028.179688 Penalty: 2569.388428
	Iteration 5Q: 3 clusters Score -112028.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -112061.656250 Penalty: 2569.388428
	Iteration 6Q: 3 clusters Score -112061.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -112083.875000 Penalty: 2569.388428
	Iteration 7Q: 3 clusters Score -112083.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -112093.312500 Penalty: 2569.388428
	Iteration 8Q: 3 clusters Score -112093.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -112100.414062 Penalty: 2569.388428
	Iteration 9Q: 3 clusters Score -112100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -112105.562500 Penalty: 2569.388428
	Iteration 10Q: 3 clusters Score -112105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -112111.390625 Penalty: 2569.388428
	Iteration 11Q: 3 clusters Score -112111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -112116.281250 Penalty: 2569.388428
	Iteration 12Q: 3 clusters Score -112116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -112117.625000 Penalty: 2569.388428
	Iteration 13Q: 3 clusters Score -112117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -112118.398438 Penalty: 2569.388428
	Iteration 14Q: 3 clusters Score -112118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -112119.539062 Penalty: 2569.388428
	Iteration 15Q: 3 clusters Score -112119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -112121.851562 Penalty: 2569.388428
	Iteration 16Q: 3 clusters Score -112121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -112123.734375 Penalty: 2569.388428
	Iteration 17Q: 3 clusters Score -112123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -112124.890625 Penalty: 2569.388428
	Iteration 18Q: 3 clusters Score -112124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -112125.882812 Penalty: 2569.388428
	Iteration 19Q: 3 clusters Score -112125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -112125.875000 Penalty: 2569.388428
	Iteration 20F: 3 clusters Score -112125.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -216515.515625 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -216515.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -213423.796875 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -213423.8 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -214307.296875 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -214307.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -214570.062500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -214570.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -214741.281250 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -214741.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -214878.453125 Penalty: 2662.585449
	Iteration 4F: 3 clusters Score -214878.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -215007.125000 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -215007.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -215143.109375 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -215143.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -215289.750000 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -215289.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -215431.765625 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -215431.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -215547.843750 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -215547.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -215638.437500 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -215638.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -215713.531250 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -215713.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -215761.484375 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -215761.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -215804.703125 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -215804.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -215831.796875 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -215831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -215853.421875 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -215853.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -215877.937500 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -215877.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -215898.171875 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -215898.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -215908.656250 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -215908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -215912.578125 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -215912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -215935.734375 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -215935.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -215957.640625 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -215957.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -215970.015625 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -215970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -215974.468750 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -215974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -215980.171875 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -215980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -215989.218750 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -215989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -215995.859375 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -215995.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -216008.250000 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -216008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -216018.703125 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -216018.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -216027.625000 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -216027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -216034.250000 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -216034.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -216048.187500 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -216048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -216052.390625 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -216052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -216056.921875 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -216056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -216059.968750 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -216060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -216062.859375 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -216062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -216066.093750 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -216066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -216068.203125 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -216068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -216069.328125 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -216069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -216069.734375 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -216069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -216070.562500 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -216070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -89259.429688 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -89259.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -87406.210938 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -87406.21 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -87779.070312 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -87779.07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -87887.164062 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -87887.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -87965.890625 Penalty: 2395.734131
	Iteration 3F: 3 clusters Score -87965.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -88025.351562 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -88025.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -88084.765625 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -88084.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -88147.796875 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -88147.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88196.828125 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -88196.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88269.179688 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -88269.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -88401.375000 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -88401.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -88661.546875 Penalty: 2395.734131
	Iteration 10F: 3 clusters Score -88661.55 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -89254.523438 Penalty: 2395.734131
	Iteration 11F: 3 clusters Score -89254.52 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -89553.421875 Penalty: 2395.734131
	Iteration 12F: 3 clusters Score -89553.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -89822.437500 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -89822.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90075.234375 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -90075.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90147.062500 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -90147.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -90152.554688 Penalty: 2395.734131
	Iteration 16Q: 3 clusters Score -90152.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -90152.554688 Penalty: 2395.734131
	Iteration 17F: 3 clusters Score -90152.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 77576 members 
Mstep: Class 5 contains 68382 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25463 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 76345 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 54885 members 
Mstep: Class 25 contains 5960 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 1145 members 
Mstep: Class 30 contains 5049 members 
Mstep: Class 31 contains 18671 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 648 members 
Entering Unmasked Estep 
Score: -30932658.000000 Penalty: 79466.859375
Splitting cluster 11 changes total score from -30932768.000000 to -30932658.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -237443.937500 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -237443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -234027.343750 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -234027.3 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -234925.250000 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -234925.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -235100.828125 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -235100.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -235238.312500 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -235238.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -235374.281250 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -235374.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -235534.500000 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -235534.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -235736.078125 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -235736.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -235929.234375 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -235929.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -236080.234375 Penalty: 2698.719482
	Iteration 8Q: 3 clusters Score -236080.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -236204.000000 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -236204 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -236285.703125 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -236285.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -236331.421875 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -236331.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -236361.468750 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -236361.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -236387.546875 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -236387.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -236415.687500 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -236415.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -236436.796875 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -236436.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -236447.359375 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -236447.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -236456.625000 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -236456.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -236467.203125 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -236467.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -236479.000000 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -236479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -236486.093750 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -236486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -236494.687500 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -236494.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -236503.875000 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -236503.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -236510.125000 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -236510.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -236513.593750 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -236513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -236516.718750 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -236516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -236517.687500 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -236517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -236519.828125 Penalty: 2698.719482
	Iteration 27Q: 3 clusters Score -236519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -236521.265625 Penalty: 2698.719482
	Iteration 28Q: 3 clusters Score -236521.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -236522.531250 Penalty: 2698.719482
	Iteration 29Q: 3 clusters Score -236522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -236522.765625 Penalty: 2698.719482
	Iteration 30Q: 3 clusters Score -236522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -236523.000000 Penalty: 2698.719482
	Iteration 31Q: 3 clusters Score -236523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -236523.281250 Penalty: 2698.719482
	Iteration 32Q: 3 clusters Score -236523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -236523.765625 Penalty: 2698.719482
	Iteration 33Q: 3 clusters Score -236523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -236523.765625 Penalty: 2698.719482
	Iteration 34F: 3 clusters Score -236523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -97388.242188 Penalty: 1214.834717
	Iteration 0F: 2 clusters Score -97388.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -95440.289062 Penalty: 2429.669434
	Iteration 0F: 3 clusters Score -95440.29 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -95810.367188 Penalty: 2429.669434
	Iteration 1F: 3 clusters Score -95810.37 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -95918.703125 Penalty: 2429.669434
	Iteration 2F: 3 clusters Score -95918.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -95999.585938 Penalty: 2429.669434
	Iteration 3Q: 3 clusters Score -95999.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -96064.570312 Penalty: 2429.669434
	Iteration 4Q: 3 clusters Score -96064.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -96116.187500 Penalty: 2429.669434
	Iteration 5Q: 3 clusters Score -96116.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -96168.601562 Penalty: 2429.669434
	Iteration 6Q: 3 clusters Score -96168.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -96213.531250 Penalty: 2429.669434
	Iteration 7Q: 3 clusters Score -96213.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -96258.984375 Penalty: 2429.669434
	Iteration 8Q: 3 clusters Score -96258.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -96335.734375 Penalty: 2429.669434
	Iteration 9Q: 3 clusters Score -96335.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -96430.976562 Penalty: 2429.669434
	Iteration 10Q: 3 clusters Score -96430.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -96530.171875 Penalty: 2429.669434
	Iteration 11Q: 3 clusters Score -96530.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -96637.765625 Penalty: 2429.669434
	Iteration 12Q: 3 clusters Score -96637.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -96754.046875 Penalty: 2429.669434
	Iteration 13Q: 3 clusters Score -96754.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -96879.531250 Penalty: 2429.669434
	Iteration 14Q: 3 clusters Score -96879.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -96974.953125 Penalty: 2429.669434
	Iteration 15Q: 3 clusters Score -96974.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97027.429688 Penalty: 2429.669434
	Iteration 16Q: 3 clusters Score -97027.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97061.875000 Penalty: 2429.669434
	Iteration 17Q: 3 clusters Score -97061.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -97095.125000 Penalty: 2429.669434
	Iteration 18Q: 3 clusters Score -97095.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -97134.046875 Penalty: 2429.669434
	Iteration 19Q: 3 clusters Score -97134.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -97150.132812 Penalty: 2429.669434
	Iteration 20F: 3 clusters Score -97150.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -97161.992188 Penalty: 2429.669434
	Iteration 21Q: 3 clusters Score -97161.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -97173.062500 Penalty: 2429.669434
	Iteration 22Q: 3 clusters Score -97173.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -97180.109375 Penalty: 2429.669434
	Iteration 23Q: 3 clusters Score -97180.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -97188.468750 Penalty: 2429.669434
	Iteration 24Q: 3 clusters Score -97188.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -97195.390625 Penalty: 2429.669434
	Iteration 25Q: 3 clusters Score -97195.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -97204.976562 Penalty: 2429.669434
	Iteration 26Q: 3 clusters Score -97204.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 2429.669434
	Iteration 27Q: 3 clusters Score -97224.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -97236.742188 Penalty: 2429.669434
	Iteration 28Q: 3 clusters Score -97236.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -97247.484375 Penalty: 2429.669434
	Iteration 29Q: 3 clusters Score -97247.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97260.234375 Penalty: 2429.669434
	Iteration 30Q: 3 clusters Score -97260.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -97263.789062 Penalty: 2429.669434
	Iteration 31Q: 3 clusters Score -97263.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -97267.007812 Penalty: 2429.669434
	Iteration 32Q: 3 clusters Score -97267.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97267.257812 Penalty: 2429.669434
	Iteration 33Q: 3 clusters Score -97267.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97267.257812 Penalty: 2429.669434
	Iteration 34F: 3 clusters Score -97267.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Entering Unmasked Estep 
Score: -462726.312500 Penalty: 1457.260864
	Iteration 0F: 2 clusters Score -462726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -456937.281250 Penalty: 2914.521729
	Iteration 0F: 3 clusters Score -456937.3 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -458796.750000 Penalty: 2914.521729
	Iteration 1F: 3 clusters Score -458796.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -459117.718750 Penalty: 2914.521729
	Iteration 2F: 3 clusters Score -459117.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -459371.093750 Penalty: 2914.521729
	Iteration 3F: 3 clusters Score -459371.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -459573.593750 Penalty: 2914.521729
	Iteration 4Q: 3 clusters Score -459573.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -459794.187500 Penalty: 2914.521729
	Iteration 5Q: 3 clusters Score -459794.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -460034.687500 Penalty: 2914.521729
	Iteration 6Q: 3 clusters Score -460034.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -460298.875000 Penalty: 2914.521729
	Iteration 7Q: 3 clusters Score -460298.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -460538.250000 Penalty: 2914.521729
	Iteration 8Q: 3 clusters Score -460538.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -460731.093750 Penalty: 2914.521729
	Iteration 9Q: 3 clusters Score -460731.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -460878.656250 Penalty: 2914.521729
	Iteration 10Q: 3 clusters Score -460878.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -460991.062500 Penalty: 2914.521729
	Iteration 11Q: 3 clusters Score -460991.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -461078.656250 Penalty: 2914.521729
	Iteration 12Q: 3 clusters Score -461078.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -461141.781250 Penalty: 2914.521729
	Iteration 13Q: 3 clusters Score -461141.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -461185.375000 Penalty: 2914.521729
	Iteration 14Q: 3 clusters Score -461185.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -461230.656250 Penalty: 2914.521729
	Iteration 15Q: 3 clusters Score -461230.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -461287.968750 Penalty: 2914.521729
	Iteration 16Q: 3 clusters Score -461288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -461328.687500 Penalty: 2914.521729
	Iteration 17Q: 3 clusters Score -461328.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -461366.656250 Penalty: 2914.521729
	Iteration 18Q: 3 clusters Score -461366.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -461393.906250 Penalty: 2914.521729
	Iteration 19Q: 3 clusters Score -461393.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -461425.062500 Penalty: 2914.521729
	Iteration 20F: 3 clusters Score -461425.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -461445.031250 Penalty: 2914.521729
	Iteration 21Q: 3 clusters Score -461445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -461459.125000 Penalty: 2914.521729
	Iteration 22Q: 3 clusters Score -461459.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -461464.531250 Penalty: 2914.521729
	Iteration 23Q: 3 clusters Score -461464.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -461467.312500 Penalty: 2914.521729
	Iteration 24Q: 3 clusters Score -461467.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -461471.312500 Penalty: 2914.521729
	Iteration 25Q: 3 clusters Score -461471.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -461474.218750 Penalty: 2914.521729
	Iteration 26Q: 3 clusters Score -461474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -461475.656250 Penalty: 2914.521729
	Iteration 27Q: 3 clusters Score -461475.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -461477.687500 Penalty: 2914.521729
	Iteration 28Q: 3 clusters Score -461477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -461480.218750 Penalty: 2914.521729
	Iteration 29Q: 3 clusters Score -461480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -461480.437500 Penalty: 2914.521729
	Iteration 30Q: 3 clusters Score -461480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -461481.125000 Penalty: 2914.521729
	Iteration 31Q: 3 clusters Score -461481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -461481.625000 Penalty: 2914.521729
	Iteration 32Q: 3 clusters Score -461481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -461481.968750 Penalty: 2914.521729
	Iteration 33Q: 3 clusters Score -461482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -461481.937500 Penalty: 2914.521729
	Iteration 34Q: 3 clusters Score -461481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -461483.031250 Penalty: 2914.521729
	Iteration 35Q: 3 clusters Score -461483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -461483.437500 Penalty: 2914.521729
	Iteration 36Q: 3 clusters Score -461483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -461483.437500 Penalty: 2914.521729
	Iteration 37F: 3 clusters Score -461483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Entering Unmasked Estep 
Score: -691072.000000 Penalty: 1546.251831
	Iteration 0F: 2 clusters Score -691072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -681500.437500 Penalty: 3092.503662
	Iteration 0F: 3 clusters Score -681500.4 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -684903.312500 Penalty: 3092.503662
	Iteration 1F: 3 clusters Score -684903.3 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -685247.750000 Penalty: 3092.503662
	Iteration 2F: 3 clusters Score -685247.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -685572.937500 Penalty: 3092.503662
	Iteration 3F: 3 clusters Score -685572.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -685873.250000 Penalty: 3092.503662
	Iteration 4Q: 3 clusters Score -685873.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -686173.562500 Penalty: 3092.503662
	Iteration 5Q: 3 clusters Score -686173.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -686502.187500 Penalty: 3092.503662
	Iteration 6Q: 3 clusters Score -686502.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -686845.062500 Penalty: 3092.503662
	Iteration 7Q: 3 clusters Score -686845.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -687194.062500 Penalty: 3092.503662
	Iteration 8Q: 3 clusters Score -687194.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -687550.687500 Penalty: 3092.503662
	Iteration 9Q: 3 clusters Score -687550.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -687886.625000 Penalty: 3092.503662
	Iteration 10Q: 3 clusters Score -687886.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -688137.812500 Penalty: 3092.503662
	Iteration 11Q: 3 clusters Score -688137.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -688325.187500 Penalty: 3092.503662
	Iteration 12Q: 3 clusters Score -688325.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -688458.250000 Penalty: 3092.503662
	Iteration 13Q: 3 clusters Score -688458.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -688554.375000 Penalty: 3092.503662
	Iteration 14Q: 3 clusters Score -688554.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -688628.750000 Penalty: 3092.503662
	Iteration 15Q: 3 clusters Score -688628.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -688698.875000 Penalty: 3092.503662
	Iteration 16Q: 3 clusters Score -688698.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -688761.375000 Penalty: 3092.503662
	Iteration 17Q: 3 clusters Score -688761.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -688823.062500 Penalty: 3092.503662
	Iteration 18Q: 3 clusters Score -688823.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -688875.000000 Penalty: 3092.503662
	Iteration 19Q: 3 clusters Score -688875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -688925.250000 Penalty: 3092.503662
	Iteration 20F: 3 clusters Score -688925.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -688970.875000 Penalty: 3092.503662
	Iteration 21Q: 3 clusters Score -688970.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -689016.000000 Penalty: 3092.503662
	Iteration 22Q: 3 clusters Score -689016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -689069.750000 Penalty: 3092.503662
	Iteration 23Q: 3 clusters Score -689069.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -689127.187500 Penalty: 3092.503662
	Iteration 24Q: 3 clusters Score -689127.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -689178.500000 Penalty: 3092.503662
	Iteration 25Q: 3 clusters Score -689178.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -689226.750000 Penalty: 3092.503662
	Iteration 26Q: 3 clusters Score -689226.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -689288.875000 Penalty: 3092.503662
	Iteration 27Q: 3 clusters Score -689288.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -689359.000000 Penalty: 3092.503662
	Iteration 28Q: 3 clusters Score -689359 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -689419.625000 Penalty: 3092.503662
	Iteration 29Q: 3 clusters Score -689419.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -689460.687500 Penalty: 3092.503662
	Iteration 30Q: 3 clusters Score -689460.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -689499.750000 Penalty: 3092.503662
	Iteration 31Q: 3 clusters Score -689499.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -689525.812500 Penalty: 3092.503662
	Iteration 32Q: 3 clusters Score -689525.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -689548.875000 Penalty: 3092.503662
	Iteration 33Q: 3 clusters Score -689548.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -689577.875000 Penalty: 3092.503662
	Iteration 34Q: 3 clusters Score -689577.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -689603.500000 Penalty: 3092.503662
	Iteration 35Q: 3 clusters Score -689603.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -689625.375000 Penalty: 3092.503662
	Iteration 36Q: 3 clusters Score -689625.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -689648.500000 Penalty: 3092.503662
	Iteration 37Q: 3 clusters Score -689648.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -689663.312500 Penalty: 3092.503662
	Iteration 38Q: 3 clusters Score -689663.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -689674.250000 Penalty: 3092.503662
	Iteration 39Q: 3 clusters Score -689674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -689688.812500 Penalty: 3092.503662
	Iteration 40F: 3 clusters Score -689688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -689701.562500 Penalty: 3092.503662
	Iteration 41Q: 3 clusters Score -689701.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -689719.312500 Penalty: 3092.503662
	Iteration 42Q: 3 clusters Score -689719.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -689734.562500 Penalty: 3092.503662
	Iteration 43Q: 3 clusters Score -689734.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -689746.062500 Penalty: 3092.503662
	Iteration 44Q: 3 clusters Score -689746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -689754.250000 Penalty: 3092.503662
	Iteration 45Q: 3 clusters Score -689754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -689762.625000 Penalty: 3092.503662
	Iteration 46Q: 3 clusters Score -689762.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -689765.062500 Penalty: 3092.503662
	Iteration 47Q: 3 clusters Score -689765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -689767.437500 Penalty: 3092.503662
	Iteration 48Q: 3 clusters Score -689767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -689770.375000 Penalty: 3092.503662
	Iteration 49Q: 3 clusters Score -689770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -689774.500000 Penalty: 3092.503662
	Iteration 50Q: 3 clusters Score -689774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -689778.062500 Penalty: 3092.503662
	Iteration 51Q: 3 clusters Score -689778.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -689784.687500 Penalty: 3092.503662
	Iteration 52Q: 3 clusters Score -689784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -689788.750000 Penalty: 3092.503662
	Iteration 53Q: 3 clusters Score -689788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -689792.875000 Penalty: 3092.503662
	Iteration 54Q: 3 clusters Score -689792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -689796.312500 Penalty: 3092.503662
	Iteration 55Q: 3 clusters Score -689796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -689798.125000 Penalty: 3092.503662
	Iteration 56Q: 3 clusters Score -689798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -689799.000000 Penalty: 3092.503662
	Iteration 57Q: 3 clusters Score -689799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -689799.000000 Penalty: 3092.503662
	Iteration 58F: 3 clusters Score -689799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -86730.210938 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -86730.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84946.765625 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -84946.77 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85339.632812 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -85339.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -85443.101562 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -85443.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -85513.195312 Penalty: 2388.917725
	Iteration 3Q: 3 clusters Score -85513.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -85588.585938 Penalty: 2388.917725
	Iteration 4Q: 3 clusters Score -85588.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -85641.679688 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -85641.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -85681.460938 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -85681.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -85726.406250 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -85726.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85763.609375 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -85763.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -85793.578125 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -85793.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -85825.710938 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -85825.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -85849.140625 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -85849.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85866.140625 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -85866.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -85889.242188 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -85889.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -85908.546875 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -85908.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -85928.828125 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -85928.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -85945.593750 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -85945.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -85958.390625 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -85958.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -85999.132812 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -85999.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -86061.546875 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -86061.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -86116.351562 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -86116.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -86185.515625 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -86185.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -86298.734375 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -86298.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -86409.726562 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -86409.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -86440.156250 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -86440.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -86451.828125 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -86451.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -86461.109375 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -86461.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -86466.179688 Penalty: 2388.917725
	Iteration 27Q: 3 clusters Score -86466.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -86468.148438 Penalty: 2388.917725
	Iteration 28Q: 3 clusters Score -86468.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -86469.585938 Penalty: 2388.917725
	Iteration 29Q: 3 clusters Score -86469.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86471.546875 Penalty: 2388.917725
	Iteration 30Q: 3 clusters Score -86471.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86473.734375 Penalty: 2388.917725
	Iteration 31Q: 3 clusters Score -86473.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86474.929688 Penalty: 2388.917725
	Iteration 32Q: 3 clusters Score -86474.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86474.929688 Penalty: 2388.917725
	Iteration 33F: 3 clusters Score -86474.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -299463.875000 Penalty: 1397.868774
	Iteration 0F: 2 clusters Score -299463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -295183.218750 Penalty: 2795.737549
	Iteration 0F: 3 clusters Score -295183.2 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -296402.156250 Penalty: 2795.737549
	Iteration 1F: 3 clusters Score -296402.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -296554.062500 Penalty: 2795.737549
	Iteration 2F: 3 clusters Score -296554.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -296655.312500 Penalty: 2795.737549
	Iteration 3Q: 3 clusters Score -296655.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -296733.906250 Penalty: 2795.737549
	Iteration 4Q: 3 clusters Score -296733.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -296803.781250 Penalty: 2795.737549
	Iteration 5Q: 3 clusters Score -296803.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -296861.875000 Penalty: 2795.737549
	Iteration 6Q: 3 clusters Score -296861.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -296914.218750 Penalty: 2795.737549
	Iteration 7Q: 3 clusters Score -296914.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -296968.750000 Penalty: 2795.737549
	Iteration 8Q: 3 clusters Score -296968.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -297009.656250 Penalty: 2795.737549
	Iteration 9Q: 3 clusters Score -297009.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -297045.468750 Penalty: 2795.737549
	Iteration 10Q: 3 clusters Score -297045.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -297087.343750 Penalty: 2795.737549
	Iteration 11Q: 3 clusters Score -297087.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -297135.625000 Penalty: 2795.737549
	Iteration 12Q: 3 clusters Score -297135.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -297183.000000 Penalty: 2795.737549
	Iteration 13Q: 3 clusters Score -297183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -297227.531250 Penalty: 2795.737549
	Iteration 14Q: 3 clusters Score -297227.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -297277.718750 Penalty: 2795.737549
	Iteration 15Q: 3 clusters Score -297277.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -297335.468750 Penalty: 2795.737549
	Iteration 16Q: 3 clusters Score -297335.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -297399.656250 Penalty: 2795.737549
	Iteration 17Q: 3 clusters Score -297399.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -297464.875000 Penalty: 2795.737549
	Iteration 18Q: 3 clusters Score -297464.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -297524.781250 Penalty: 2795.737549
	Iteration 19Q: 3 clusters Score -297524.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -297582.687500 Penalty: 2795.737549
	Iteration 20F: 3 clusters Score -297582.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297643.312500 Penalty: 2795.737549
	Iteration 21Q: 3 clusters Score -297643.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -297694.406250 Penalty: 2795.737549
	Iteration 22Q: 3 clusters Score -297694.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -297735.312500 Penalty: 2795.737549
	Iteration 23Q: 3 clusters Score -297735.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -297767.281250 Penalty: 2795.737549
	Iteration 24Q: 3 clusters Score -297767.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -297798.656250 Penalty: 2795.737549
	Iteration 25Q: 3 clusters Score -297798.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -297821.625000 Penalty: 2795.737549
	Iteration 26Q: 3 clusters Score -297821.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -297846.406250 Penalty: 2795.737549
	Iteration 27Q: 3 clusters Score -297846.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297872.343750 Penalty: 2795.737549
	Iteration 28Q: 3 clusters Score -297872.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -297896.812500 Penalty: 2795.737549
	Iteration 29Q: 3 clusters Score -297896.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -297918.750000 Penalty: 2795.737549
	Iteration 30Q: 3 clusters Score -297918.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -297937.906250 Penalty: 2795.737549
	Iteration 31Q: 3 clusters Score -297937.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -297955.125000 Penalty: 2795.737549
	Iteration 32Q: 3 clusters Score -297955.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -297971.937500 Penalty: 2795.737549
	Iteration 33Q: 3 clusters Score -297971.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -297990.593750 Penalty: 2795.737549
	Iteration 34Q: 3 clusters Score -297990.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -298001.687500 Penalty: 2795.737549
	Iteration 35Q: 3 clusters Score -298001.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298008.718750 Penalty: 2795.737549
	Iteration 36Q: 3 clusters Score -298008.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298020.093750 Penalty: 2795.737549
	Iteration 37Q: 3 clusters Score -298020.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -298031.093750 Penalty: 2795.737549
	Iteration 38Q: 3 clusters Score -298031.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -298043.281250 Penalty: 2795.737549
	Iteration 39Q: 3 clusters Score -298043.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -298052.281250 Penalty: 2795.737549
	Iteration 40F: 3 clusters Score -298052.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -298062.000000 Penalty: 2795.737549
	Iteration 41Q: 3 clusters Score -298062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -298072.093750 Penalty: 2795.737549
	Iteration 42Q: 3 clusters Score -298072.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -298088.593750 Penalty: 2795.737549
	Iteration 43Q: 3 clusters Score -298088.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -298101.437500 Penalty: 2795.737549
	Iteration 44Q: 3 clusters Score -298101.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -298112.687500 Penalty: 2795.737549
	Iteration 45Q: 3 clusters Score -298112.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -298120.937500 Penalty: 2795.737549
	Iteration 46Q: 3 clusters Score -298120.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -298133.187500 Penalty: 2795.737549
	Iteration 47Q: 3 clusters Score -298133.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298146.468750 Penalty: 2795.737549
	Iteration 48Q: 3 clusters Score -298146.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298157.937500 Penalty: 2795.737549
	Iteration 49Q: 3 clusters Score -298157.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298166.687500 Penalty: 2795.737549
	Iteration 50Q: 3 clusters Score -298166.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -298184.437500 Penalty: 2795.737549
	Iteration 51Q: 3 clusters Score -298184.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -298207.281250 Penalty: 2795.737549
	Iteration 52Q: 3 clusters Score -298207.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -298235.093750 Penalty: 2795.737549
	Iteration 53Q: 3 clusters Score -298235.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -298272.875000 Penalty: 2795.737549
	Iteration 54Q: 3 clusters Score -298272.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -298295.812500 Penalty: 2795.737549
	Iteration 55Q: 3 clusters Score -298295.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298312.281250 Penalty: 2795.737549
	Iteration 56Q: 3 clusters Score -298312.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -298327.875000 Penalty: 2795.737549
	Iteration 57Q: 3 clusters Score -298327.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -298345.625000 Penalty: 2795.737549
	Iteration 58Q: 3 clusters Score -298345.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -298373.312500 Penalty: 2795.737549
	Iteration 59Q: 3 clusters Score -298373.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -298408.562500 Penalty: 2795.737549
	Iteration 60F: 3 clusters Score -298408.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -298441.312500 Penalty: 2795.737549
	Iteration 61Q: 3 clusters Score -298441.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -298478.625000 Penalty: 2795.737549
	Iteration 62Q: 3 clusters Score -298478.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -298500.875000 Penalty: 2795.737549
	Iteration 63Q: 3 clusters Score -298500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -298528.156250 Penalty: 2795.737549
	Iteration 64Q: 3 clusters Score -298528.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -298549.250000 Penalty: 2795.737549
	Iteration 65Q: 3 clusters Score -298549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -298561.406250 Penalty: 2795.737549
	Iteration 66Q: 3 clusters Score -298561.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -298574.218750 Penalty: 2795.737549
	Iteration 67Q: 3 clusters Score -298574.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -298588.218750 Penalty: 2795.737549
	Iteration 68Q: 3 clusters Score -298588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -298596.281250 Penalty: 2795.737549
	Iteration 69Q: 3 clusters Score -298596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -298600.906250 Penalty: 2795.737549
	Iteration 70Q: 3 clusters Score -298600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -298601.625000 Penalty: 2795.737549
	Iteration 71Q: 3 clusters Score -298601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -298603.312500 Penalty: 2795.737549
	Iteration 72Q: 3 clusters Score -298603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -298604.562500 Penalty: 2795.737549
	Iteration 73Q: 3 clusters Score -298604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -298604.968750 Penalty: 2795.737549
	Iteration 74Q: 3 clusters Score -298605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -298607.062500 Penalty: 2795.737549
	Iteration 75Q: 3 clusters Score -298607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -298610.093750 Penalty: 2795.737549
	Iteration 76Q: 3 clusters Score -298610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -298612.437500 Penalty: 2795.737549
	Iteration 77Q: 3 clusters Score -298612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -298616.250000 Penalty: 2795.737549
	Iteration 78Q: 3 clusters Score -298616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -298618.312500 Penalty: 2795.737549
	Iteration 79Q: 3 clusters Score -298618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -298619.656250 Penalty: 2795.737549
	Iteration 80F: 3 clusters Score -298619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -298620.906250 Penalty: 2795.737549
	Iteration 81Q: 3 clusters Score -298620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -298622.000000 Penalty: 2795.737549
	Iteration 82Q: 3 clusters Score -298622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -298623.000000 Penalty: 2795.737549
	Iteration 83Q: 3 clusters Score -298623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -298622.781250 Penalty: 2795.737549
	Iteration 84Q: 3 clusters Score -298622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -298622.781250 Penalty: 2795.737549
	Iteration 85F: 3 clusters Score -298622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Entering Unmasked Estep 
Score: -330555.937500 Penalty: 1422.756226
	Iteration 0F: 2 clusters Score -330555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -325704.843750 Penalty: 2845.512451
	Iteration 0F: 3 clusters Score -325704.8 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -327191.531250 Penalty: 2845.512451
	Iteration 1F: 3 clusters Score -327191.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -327490.437500 Penalty: 2845.512451
	Iteration 2F: 3 clusters Score -327490.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -327738.843750 Penalty: 2845.512451
	Iteration 3F: 3 clusters Score -327738.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -327934.968750 Penalty: 2845.512451
	Iteration 4F: 3 clusters Score -327935 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -328124.437500 Penalty: 2845.512451
	Iteration 5Q: 3 clusters Score -328124.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -328292.312500 Penalty: 2845.512451
	Iteration 6Q: 3 clusters Score -328292.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -328436.968750 Penalty: 2845.512451
	Iteration 7Q: 3 clusters Score -328437 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -328574.843750 Penalty: 2845.512451
	Iteration 8Q: 3 clusters Score -328574.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -328688.187500 Penalty: 2845.512451
	Iteration 9Q: 3 clusters Score -328688.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -328789.343750 Penalty: 2845.512451
	Iteration 10Q: 3 clusters Score -328789.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -328863.218750 Penalty: 2845.512451
	Iteration 11Q: 3 clusters Score -328863.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -328933.968750 Penalty: 2845.512451
	Iteration 12Q: 3 clusters Score -328934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -328977.500000 Penalty: 2845.512451
	Iteration 13Q: 3 clusters Score -328977.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -329002.218750 Penalty: 2845.512451
	Iteration 14Q: 3 clusters Score -329002.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -329025.562500 Penalty: 2845.512451
	Iteration 15Q: 3 clusters Score -329025.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -329041.156250 Penalty: 2845.512451
	Iteration 16Q: 3 clusters Score -329041.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -329049.656250 Penalty: 2845.512451
	Iteration 17Q: 3 clusters Score -329049.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -329062.593750 Penalty: 2845.512451
	Iteration 18Q: 3 clusters Score -329062.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -329078.718750 Penalty: 2845.512451
	Iteration 19Q: 3 clusters Score -329078.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -329104.500000 Penalty: 2845.512451
	Iteration 20F: 3 clusters Score -329104.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -329127.812500 Penalty: 2845.512451
	Iteration 21Q: 3 clusters Score -329127.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -329145.093750 Penalty: 2845.512451
	Iteration 22Q: 3 clusters Score -329145.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -329164.687500 Penalty: 2845.512451
	Iteration 23Q: 3 clusters Score -329164.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -329190.437500 Penalty: 2845.512451
	Iteration 24Q: 3 clusters Score -329190.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -329214.437500 Penalty: 2845.512451
	Iteration 25Q: 3 clusters Score -329214.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -329237.312500 Penalty: 2845.512451
	Iteration 26Q: 3 clusters Score -329237.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -329255.375000 Penalty: 2845.512451
	Iteration 27Q: 3 clusters Score -329255.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -329266.500000 Penalty: 2845.512451
	Iteration 28Q: 3 clusters Score -329266.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -329279.750000 Penalty: 2845.512451
	Iteration 29Q: 3 clusters Score -329279.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -329287.343750 Penalty: 2845.512451
	Iteration 30Q: 3 clusters Score -329287.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -329293.687500 Penalty: 2845.512451
	Iteration 31Q: 3 clusters Score -329293.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -329300.218750 Penalty: 2845.512451
	Iteration 32Q: 3 clusters Score -329300.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -329305.687500 Penalty: 2845.512451
	Iteration 33Q: 3 clusters Score -329305.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -329312.406250 Penalty: 2845.512451
	Iteration 34Q: 3 clusters Score -329312.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -329316.843750 Penalty: 2845.512451
	Iteration 35Q: 3 clusters Score -329316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -329320.843750 Penalty: 2845.512451
	Iteration 36Q: 3 clusters Score -329320.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -329324.625000 Penalty: 2845.512451
	Iteration 37Q: 3 clusters Score -329324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -329327.093750 Penalty: 2845.512451
	Iteration 38Q: 3 clusters Score -329327.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -329329.500000 Penalty: 2845.512451
	Iteration 39Q: 3 clusters Score -329329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329331.406250 Penalty: 2845.512451
	Iteration 40F: 3 clusters Score -329331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -329333.281250 Penalty: 2845.512451
	Iteration 41Q: 3 clusters Score -329333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -329334.281250 Penalty: 2845.512451
	Iteration 42Q: 3 clusters Score -329334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -329335.406250 Penalty: 2845.512451
	Iteration 43Q: 3 clusters Score -329335.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -329336.593750 Penalty: 2845.512451
	Iteration 44Q: 3 clusters Score -329336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -329339.218750 Penalty: 2845.512451
	Iteration 45Q: 3 clusters Score -329339.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -329341.281250 Penalty: 2845.512451
	Iteration 46Q: 3 clusters Score -329341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -329343.187500 Penalty: 2845.512451
	Iteration 47Q: 3 clusters Score -329343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329343.281250 Penalty: 2845.512451
	Iteration 48Q: 3 clusters Score -329343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329344.250000 Penalty: 2845.512451
	Iteration 49Q: 3 clusters Score -329344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329345.125000 Penalty: 2845.512451
	Iteration 50Q: 3 clusters Score -329345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -329345.218750 Penalty: 2845.512451
	Iteration 51Q: 3 clusters Score -329345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -329345.187500 Penalty: 2845.512451
	Iteration 52Q: 3 clusters Score -329345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -329347.250000 Penalty: 2845.512451
	Iteration 53Q: 3 clusters Score -329347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -329347.468750 Penalty: 2845.512451
	Iteration 54Q: 3 clusters Score -329347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -329348.437500 Penalty: 2845.512451
	Iteration 55Q: 3 clusters Score -329348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -329349.468750 Penalty: 2845.512451
	Iteration 56Q: 3 clusters Score -329349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -329350.968750 Penalty: 2845.512451
	Iteration 57Q: 3 clusters Score -329351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -329351.343750 Penalty: 2845.512451
	Iteration 58Q: 3 clusters Score -329351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -329350.468750 Penalty: 2845.512451
	Iteration 59Q: 3 clusters Score -329350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -329350.468750 Penalty: 2845.512451
	Iteration 60F: 3 clusters Score -329350.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Entering Unmasked Estep 
Score: -1458951.000000 Penalty: 1638.767822
	Iteration 0F: 2 clusters Score -1458951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1442810.625000 Penalty: 3277.535645
	Iteration 0F: 3 clusters Score -1442811 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1448753.625000 Penalty: 3277.535645
	Iteration 1F: 3 clusters Score -1448754 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1449155.375000 Penalty: 3277.535645
	Iteration 2Q: 3 clusters Score -1449155 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1449568.375000 Penalty: 3277.535645
	Iteration 3Q: 3 clusters Score -1449568 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1450047.375000 Penalty: 3277.535645
	Iteration 4Q: 3 clusters Score -1450047 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1450679.875000 Penalty: 3277.535645
	Iteration 5Q: 3 clusters Score -1450680 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1451619.625000 Penalty: 3277.535645
	Iteration 6F: 3 clusters Score -1451620 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1452891.125000 Penalty: 3277.535645
	Iteration 7F: 3 clusters Score -1452891 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1454306.500000 Penalty: 3277.535645
	Iteration 8F: 3 clusters Score -1454306 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1455563.750000 Penalty: 3277.535645
	Iteration 9F: 3 clusters Score -1455564 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1456528.500000 Penalty: 3277.535645
	Iteration 10Q: 3 clusters Score -1456528 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1457103.000000 Penalty: 3277.535645
	Iteration 11Q: 3 clusters Score -1457103 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1457357.875000 Penalty: 3277.535645
	Iteration 12Q: 3 clusters Score -1457358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1457476.500000 Penalty: 3277.535645
	Iteration 13Q: 3 clusters Score -1457476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1457509.500000 Penalty: 3277.535645
	Iteration 14Q: 3 clusters Score -1457510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1457526.375000 Penalty: 3277.535645
	Iteration 15Q: 3 clusters Score -1457526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1457542.875000 Penalty: 3277.535645
	Iteration 16Q: 3 clusters Score -1457543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1457546.750000 Penalty: 3277.535645
	Iteration 17Q: 3 clusters Score -1457547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1457552.000000 Penalty: 3277.535645
	Iteration 18Q: 3 clusters Score -1457552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1457556.875000 Penalty: 3277.535645
	Iteration 19Q: 3 clusters Score -1457557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1457565.250000 Penalty: 3277.535645
	Iteration 20F: 3 clusters Score -1457565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1457566.000000 Penalty: 3277.535645
	Iteration 21Q: 3 clusters Score -1457566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1457566.000000 Penalty: 3277.535645
	Iteration 22F: 3 clusters Score -1457566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (76345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Entering Unmasked Estep 
Score: -4615802.000000 Penalty: 1826.990479
	Iteration 0F: 2 clusters Score -4615802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4565013.000000 Penalty: 3653.980957
	Iteration 0F: 3 clusters Score -4565013 nChanged 36168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4585880.000000 Penalty: 3653.980957
	Iteration 1F: 3 clusters Score -4585880 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4587148.000000 Penalty: 3653.980957
	Iteration 2Q: 3 clusters Score -4587148 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4589186.000000 Penalty: 3653.980957
	Iteration 3F: 3 clusters Score -4589186 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4592221.500000 Penalty: 3653.980957
	Iteration 4F: 3 clusters Score -4592222 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4595771.000000 Penalty: 3653.980957
	Iteration 5F: 3 clusters Score -4595771 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4598763.000000 Penalty: 3653.980957
	Iteration 6F: 3 clusters Score -4598763 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4600954.500000 Penalty: 3653.980957
	Iteration 7F: 3 clusters Score -4600954 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4602583.000000 Penalty: 3653.980957
	Iteration 8Q: 3 clusters Score -4602583 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4603894.000000 Penalty: 3653.980957
	Iteration 9Q: 3 clusters Score -4603894 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4605225.000000 Penalty: 3653.980957
	Iteration 10Q: 3 clusters Score -4605225 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4606685.000000 Penalty: 3653.980957
	Iteration 11Q: 3 clusters Score -4606685 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4608172.500000 Penalty: 3653.980957
	Iteration 12Q: 3 clusters Score -4608172 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4609622.000000 Penalty: 3653.980957
	Iteration 13Q: 3 clusters Score -4609622 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -4610999.500000 Penalty: 3653.980957
	Iteration 14Q: 3 clusters Score -4611000 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4612098.500000 Penalty: 3653.980957
	Iteration 15Q: 3 clusters Score -4612098 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4612854.500000 Penalty: 3653.980957
	Iteration 16Q: 3 clusters Score -4612854 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4613300.000000 Penalty: 3653.980957
	Iteration 17Q: 3 clusters Score -4613300 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4613552.500000 Penalty: 3653.980957
	Iteration 18Q: 3 clusters Score -4613552 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4613743.500000 Penalty: 3653.980957
	Iteration 19Q: 3 clusters Score -4613744 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4613882.500000 Penalty: 3653.980957
	Iteration 20F: 3 clusters Score -4613882 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4614009.000000 Penalty: 3653.980957
	Iteration 21Q: 3 clusters Score -4614009 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4614107.500000 Penalty: 3653.980957
	Iteration 22Q: 3 clusters Score -4614108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4614166.500000 Penalty: 3653.980957
	Iteration 23Q: 3 clusters Score -4614166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4614202.500000 Penalty: 3653.980957
	Iteration 24Q: 3 clusters Score -4614202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4614224.000000 Penalty: 3653.980957
	Iteration 25Q: 3 clusters Score -4614224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4614249.500000 Penalty: 3653.980957
	Iteration 26Q: 3 clusters Score -4614250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4614272.000000 Penalty: 3653.980957
	Iteration 27Q: 3 clusters Score -4614272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4614287.500000 Penalty: 3653.980957
	Iteration 28Q: 3 clusters Score -4614288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4614291.500000 Penalty: 3653.980957
	Iteration 29Q: 3 clusters Score -4614292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4614299.000000 Penalty: 3653.980957
	Iteration 30Q: 3 clusters Score -4614299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4614300.500000 Penalty: 3653.980957
	Iteration 31Q: 3 clusters Score -4614300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4614303.000000 Penalty: 3653.980957
	Iteration 32Q: 3 clusters Score -4614303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4614305.500000 Penalty: 3653.980957
	Iteration 33Q: 3 clusters Score -4614306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4614307.500000 Penalty: 3653.980957
	Iteration 34Q: 3 clusters Score -4614308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4614316.000000 Penalty: 3653.980957
	Iteration 35Q: 3 clusters Score -4614316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4614314.000000 Penalty: 3653.980957
	Iteration 36Q: 3 clusters Score -4614314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4614323.500000 Penalty: 3653.980957
	Iteration 37Q: 3 clusters Score -4614324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4614323.000000 Penalty: 3653.980957
	Iteration 38Q: 3 clusters Score -4614323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4614323.500000 Penalty: 3653.980957
	Iteration 39Q: 3 clusters Score -4614324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4614323.500000 Penalty: 3653.980957
	Iteration 40F: 3 clusters Score -4614324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4614331.000000 Penalty: 3653.980957
	Iteration 41Q: 3 clusters Score -4614331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4614331.000000 Penalty: 3653.980957
	Iteration 42F: 3 clusters Score -4614331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -256344.781250 Penalty: 1363.823975
	Iteration 0F: 2 clusters Score -256344.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -252739.578125 Penalty: 2727.647949
	Iteration 0F: 3 clusters Score -252739.6 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -253679.156250 Penalty: 2727.647949
	Iteration 1F: 3 clusters Score -253679.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -253827.890625 Penalty: 2727.647949
	Iteration 2F: 3 clusters Score -253827.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -253931.500000 Penalty: 2727.647949
	Iteration 3Q: 3 clusters Score -253931.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -254009.328125 Penalty: 2727.647949
	Iteration 4Q: 3 clusters Score -254009.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -254065.718750 Penalty: 2727.647949
	Iteration 5Q: 3 clusters Score -254065.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -254120.312500 Penalty: 2727.647949
	Iteration 6Q: 3 clusters Score -254120.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -254166.312500 Penalty: 2727.647949
	Iteration 7Q: 3 clusters Score -254166.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -254197.796875 Penalty: 2727.647949
	Iteration 8Q: 3 clusters Score -254197.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -254222.187500 Penalty: 2727.647949
	Iteration 9Q: 3 clusters Score -254222.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -254247.062500 Penalty: 2727.647949
	Iteration 10Q: 3 clusters Score -254247.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -254268.109375 Penalty: 2727.647949
	Iteration 11Q: 3 clusters Score -254268.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -254290.390625 Penalty: 2727.647949
	Iteration 12Q: 3 clusters Score -254290.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -254307.656250 Penalty: 2727.647949
	Iteration 13Q: 3 clusters Score -254307.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -254329.078125 Penalty: 2727.647949
	Iteration 14Q: 3 clusters Score -254329.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -254350.984375 Penalty: 2727.647949
	Iteration 15Q: 3 clusters Score -254351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -254373.562500 Penalty: 2727.647949
	Iteration 16Q: 3 clusters Score -254373.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -254394.656250 Penalty: 2727.647949
	Iteration 17Q: 3 clusters Score -254394.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -254428.281250 Penalty: 2727.647949
	Iteration 18Q: 3 clusters Score -254428.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -254463.281250 Penalty: 2727.647949
	Iteration 19Q: 3 clusters Score -254463.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -254492.453125 Penalty: 2727.647949
	Iteration 20F: 3 clusters Score -254492.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -254519.609375 Penalty: 2727.647949
	Iteration 21Q: 3 clusters Score -254519.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -254545.734375 Penalty: 2727.647949
	Iteration 22Q: 3 clusters Score -254545.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -254572.796875 Penalty: 2727.647949
	Iteration 23Q: 3 clusters Score -254572.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -254604.734375 Penalty: 2727.647949
	Iteration 24Q: 3 clusters Score -254604.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -254637.859375 Penalty: 2727.647949
	Iteration 25Q: 3 clusters Score -254637.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -254659.250000 Penalty: 2727.647949
	Iteration 26Q: 3 clusters Score -254659.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -254674.078125 Penalty: 2727.647949
	Iteration 27Q: 3 clusters Score -254674.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -254682.890625 Penalty: 2727.647949
	Iteration 28Q: 3 clusters Score -254682.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -254695.218750 Penalty: 2727.647949
	Iteration 29Q: 3 clusters Score -254695.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -254706.687500 Penalty: 2727.647949
	Iteration 30Q: 3 clusters Score -254706.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -254716.078125 Penalty: 2727.647949
	Iteration 31Q: 3 clusters Score -254716.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -254723.890625 Penalty: 2727.647949
	Iteration 32Q: 3 clusters Score -254723.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -254728.984375 Penalty: 2727.647949
	Iteration 33Q: 3 clusters Score -254729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -254734.062500 Penalty: 2727.647949
	Iteration 34Q: 3 clusters Score -254734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -254738.515625 Penalty: 2727.647949
	Iteration 35Q: 3 clusters Score -254738.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -254743.140625 Penalty: 2727.647949
	Iteration 36Q: 3 clusters Score -254743.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -254752.390625 Penalty: 2727.647949
	Iteration 37Q: 3 clusters Score -254752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -254761.062500 Penalty: 2727.647949
	Iteration 38Q: 3 clusters Score -254761.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -254768.921875 Penalty: 2727.647949
	Iteration 39Q: 3 clusters Score -254768.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -254776.515625 Penalty: 2727.647949
	Iteration 40F: 3 clusters Score -254776.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -254781.359375 Penalty: 2727.647949
	Iteration 41Q: 3 clusters Score -254781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -254787.546875 Penalty: 2727.647949
	Iteration 42Q: 3 clusters Score -254787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -254790.671875 Penalty: 2727.647949
	Iteration 43Q: 3 clusters Score -254790.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -254795.687500 Penalty: 2727.647949
	Iteration 44Q: 3 clusters Score -254795.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -254800.453125 Penalty: 2727.647949
	Iteration 45Q: 3 clusters Score -254800.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -254806.718750 Penalty: 2727.647949
	Iteration 46Q: 3 clusters Score -254806.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -254810.734375 Penalty: 2727.647949
	Iteration 47Q: 3 clusters Score -254810.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254813.515625 Penalty: 2727.647949
	Iteration 48Q: 3 clusters Score -254813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -254816.828125 Penalty: 2727.647949
	Iteration 49Q: 3 clusters Score -254816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -254820.750000 Penalty: 2727.647949
	Iteration 50Q: 3 clusters Score -254820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -254823.375000 Penalty: 2727.647949
	Iteration 51Q: 3 clusters Score -254823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -254824.140625 Penalty: 2727.647949
	Iteration 52Q: 3 clusters Score -254824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -254824.718750 Penalty: 2727.647949
	Iteration 53Q: 3 clusters Score -254824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -254826.812500 Penalty: 2727.647949
	Iteration 54Q: 3 clusters Score -254826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254827.953125 Penalty: 2727.647949
	Iteration 55Q: 3 clusters Score -254828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -254830.562500 Penalty: 2727.647949
	Iteration 56Q: 3 clusters Score -254830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -254832.281250 Penalty: 2727.647949
	Iteration 57Q: 3 clusters Score -254832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -254833.734375 Penalty: 2727.647949
	Iteration 58Q: 3 clusters Score -254833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -254834.406250 Penalty: 2727.647949
	Iteration 59Q: 3 clusters Score -254834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -254834.937500 Penalty: 2727.647949
	Iteration 60F: 3 clusters Score -254834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -254835.500000 Penalty: 2727.647949
	Iteration 61Q: 3 clusters Score -254835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -254836.328125 Penalty: 2727.647949
	Iteration 62Q: 3 clusters Score -254836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -254836.328125 Penalty: 2727.647949
	Iteration 63Q: 3 clusters Score -254836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -254836.593750 Penalty: 2727.647949
	Iteration 64Q: 3 clusters Score -254836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -254836.953125 Penalty: 2727.647949
	Iteration 65Q: 3 clusters Score -254837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254838.000000 Penalty: 2727.647949
	Iteration 66Q: 3 clusters Score -254838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254839.093750 Penalty: 2727.647949
	Iteration 67Q: 3 clusters Score -254839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -254840.765625 Penalty: 2727.647949
	Iteration 68Q: 3 clusters Score -254840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -254840.671875 Penalty: 2727.647949
	Iteration 69Q: 3 clusters Score -254840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -254841.187500 Penalty: 2727.647949
	Iteration 70Q: 3 clusters Score -254841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -254841.828125 Penalty: 2727.647949
	Iteration 71Q: 3 clusters Score -254841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -254841.718750 Penalty: 2727.647949
	Iteration 72Q: 3 clusters Score -254841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254842.062500 Penalty: 2727.647949
	Iteration 73Q: 3 clusters Score -254842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254842.062500 Penalty: 2727.647949
	Iteration 74F: 3 clusters Score -254842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -447783.437500 Penalty: 1473.470215
	Iteration 0F: 2 clusters Score -447783.4 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 4369 members 
Entering Unmasked Estep 
Score: -441493.593750 Penalty: 2946.940430
	Iteration 0F: 3 clusters Score -441493.6 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -443642.062500 Penalty: 2946.940430
	Iteration 1F: 3 clusters Score -443642.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -444111.125000 Penalty: 2946.940430
	Iteration 2F: 3 clusters Score -444111.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -444549.687500 Penalty: 2946.940430
	Iteration 3F: 3 clusters Score -444549.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -444901.156250 Penalty: 2946.940430
	Iteration 4F: 3 clusters Score -444901.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -445203.062500 Penalty: 2946.940430
	Iteration 5F: 3 clusters Score -445203.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -445427.968750 Penalty: 2946.940430
	Iteration 6Q: 3 clusters Score -445428 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -445568.593750 Penalty: 2946.940430
	Iteration 7Q: 3 clusters Score -445568.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -445676.500000 Penalty: 2946.940430
	Iteration 8Q: 3 clusters Score -445676.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -445763.906250 Penalty: 2946.940430
	Iteration 9Q: 3 clusters Score -445763.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -445838.000000 Penalty: 2946.940430
	Iteration 10Q: 3 clusters Score -445838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -445893.281250 Penalty: 2946.940430
	Iteration 11Q: 3 clusters Score -445893.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -445939.750000 Penalty: 2946.940430
	Iteration 12Q: 3 clusters Score -445939.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -445978.906250 Penalty: 2946.940430
	Iteration 13Q: 3 clusters Score -445978.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -446015.906250 Penalty: 2946.940430
	Iteration 14Q: 3 clusters Score -446015.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -446048.093750 Penalty: 2946.940430
	Iteration 15Q: 3 clusters Score -446048.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -446077.281250 Penalty: 2946.940430
	Iteration 16Q: 3 clusters Score -446077.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -446110.062500 Penalty: 2946.940430
	Iteration 17Q: 3 clusters Score -446110.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -446138.125000 Penalty: 2946.940430
	Iteration 18Q: 3 clusters Score -446138.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -446168.937500 Penalty: 2946.940430
	Iteration 19Q: 3 clusters Score -446168.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -446198.468750 Penalty: 2946.940430
	Iteration 20F: 3 clusters Score -446198.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -446228.500000 Penalty: 2946.940430
	Iteration 21Q: 3 clusters Score -446228.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -446258.562500 Penalty: 2946.940430
	Iteration 22Q: 3 clusters Score -446258.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -446287.531250 Penalty: 2946.940430
	Iteration 23Q: 3 clusters Score -446287.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -446310.375000 Penalty: 2946.940430
	Iteration 24Q: 3 clusters Score -446310.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -446335.593750 Penalty: 2946.940430
	Iteration 25Q: 3 clusters Score -446335.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -446362.218750 Penalty: 2946.940430
	Iteration 26Q: 3 clusters Score -446362.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -446392.718750 Penalty: 2946.940430
	Iteration 27Q: 3 clusters Score -446392.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -446429.593750 Penalty: 2946.940430
	Iteration 28Q: 3 clusters Score -446429.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -446466.968750 Penalty: 2946.940430
	Iteration 29Q: 3 clusters Score -446467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -446517.031250 Penalty: 2946.940430
	Iteration 30Q: 3 clusters Score -446517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -446573.593750 Penalty: 2946.940430
	Iteration 31Q: 3 clusters Score -446573.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -446624.718750 Penalty: 2946.940430
	Iteration 32Q: 3 clusters Score -446624.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -446664.843750 Penalty: 2946.940430
	Iteration 33Q: 3 clusters Score -446664.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -446701.656250 Penalty: 2946.940430
	Iteration 34Q: 3 clusters Score -446701.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -446731.250000 Penalty: 2946.940430
	Iteration 35Q: 3 clusters Score -446731.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -446759.875000 Penalty: 2946.940430
	Iteration 36Q: 3 clusters Score -446759.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -446783.093750 Penalty: 2946.940430
	Iteration 37Q: 3 clusters Score -446783.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -446799.812500 Penalty: 2946.940430
	Iteration 38Q: 3 clusters Score -446799.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -446815.187500 Penalty: 2946.940430
	Iteration 39Q: 3 clusters Score -446815.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -446836.625000 Penalty: 2946.940430
	Iteration 40F: 3 clusters Score -446836.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -446858.125000 Penalty: 2946.940430
	Iteration 41Q: 3 clusters Score -446858.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -446875.812500 Penalty: 2946.940430
	Iteration 42Q: 3 clusters Score -446875.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -446888.343750 Penalty: 2946.940430
	Iteration 43Q: 3 clusters Score -446888.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -446908.843750 Penalty: 2946.940430
	Iteration 44Q: 3 clusters Score -446908.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -446935.687500 Penalty: 2946.940430
	Iteration 45Q: 3 clusters Score -446935.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -446970.968750 Penalty: 2946.940430
	Iteration 46Q: 3 clusters Score -446971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -447002.750000 Penalty: 2946.940430
	Iteration 47Q: 3 clusters Score -447002.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -447026.750000 Penalty: 2946.940430
	Iteration 48Q: 3 clusters Score -447026.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -447069.906250 Penalty: 2946.940430
	Iteration 49Q: 3 clusters Score -447069.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -447098.812500 Penalty: 2946.940430
	Iteration 50Q: 3 clusters Score -447098.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -447110.812500 Penalty: 2946.940430
	Iteration 51Q: 3 clusters Score -447110.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -447117.437500 Penalty: 2946.940430
	Iteration 52Q: 3 clusters Score -447117.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -447121.937500 Penalty: 2946.940430
	Iteration 53Q: 3 clusters Score -447121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -447124.187500 Penalty: 2946.940430
	Iteration 54Q: 3 clusters Score -447124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -447124.937500 Penalty: 2946.940430
	Iteration 55Q: 3 clusters Score -447124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -447125.312500 Penalty: 2946.940430
	Iteration 56Q: 3 clusters Score -447125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -447126.500000 Penalty: 2946.940430
	Iteration 57Q: 3 clusters Score -447126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -447128.093750 Penalty: 2946.940430
	Iteration 58Q: 3 clusters Score -447128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -447128.531250 Penalty: 2946.940430
	Iteration 59Q: 3 clusters Score -447128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -447128.406250 Penalty: 2946.940430
	Iteration 60F: 3 clusters Score -447128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -583119.875000 Penalty: 1488.976807
	Iteration 0F: 2 clusters Score -583119.9 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 4699 members 
Entering Unmasked Estep 
Score: -576265.562500 Penalty: 2977.953613
	Iteration 0F: 3 clusters Score -576265.6 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -578415.250000 Penalty: 2977.953613
	Iteration 1F: 3 clusters Score -578415.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -578627.750000 Penalty: 2977.953613
	Iteration 2F: 3 clusters Score -578627.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -578828.687500 Penalty: 2977.953613
	Iteration 3Q: 3 clusters Score -578828.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -579026.125000 Penalty: 2977.953613
	Iteration 4Q: 3 clusters Score -579026.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -579229.937500 Penalty: 2977.953613
	Iteration 5Q: 3 clusters Score -579229.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -579440.875000 Penalty: 2977.953613
	Iteration 6Q: 3 clusters Score -579440.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -579693.812500 Penalty: 2977.953613
	Iteration 7Q: 3 clusters Score -579693.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -579983.000000 Penalty: 2977.953613
	Iteration 8Q: 3 clusters Score -579983 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -580325.750000 Penalty: 2977.953613
	Iteration 9Q: 3 clusters Score -580325.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -580651.812500 Penalty: 2977.953613
	Iteration 10Q: 3 clusters Score -580651.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -580965.687500 Penalty: 2977.953613
	Iteration 11Q: 3 clusters Score -580965.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -581217.375000 Penalty: 2977.953613
	Iteration 12Q: 3 clusters Score -581217.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -581405.375000 Penalty: 2977.953613
	Iteration 13Q: 3 clusters Score -581405.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -581522.875000 Penalty: 2977.953613
	Iteration 14Q: 3 clusters Score -581522.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -581612.625000 Penalty: 2977.953613
	Iteration 15Q: 3 clusters Score -581612.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -581674.937500 Penalty: 2977.953613
	Iteration 16Q: 3 clusters Score -581674.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -581725.000000 Penalty: 2977.953613
	Iteration 17Q: 3 clusters Score -581725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -581757.312500 Penalty: 2977.953613
	Iteration 18Q: 3 clusters Score -581757.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -581777.500000 Penalty: 2977.953613
	Iteration 19Q: 3 clusters Score -581777.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -581793.500000 Penalty: 2977.953613
	Iteration 20F: 3 clusters Score -581793.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -581804.625000 Penalty: 2977.953613
	Iteration 21Q: 3 clusters Score -581804.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -581815.937500 Penalty: 2977.953613
	Iteration 22Q: 3 clusters Score -581815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -581820.187500 Penalty: 2977.953613
	Iteration 23Q: 3 clusters Score -581820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -581827.937500 Penalty: 2977.953613
	Iteration 24Q: 3 clusters Score -581827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -581831.125000 Penalty: 2977.953613
	Iteration 25Q: 3 clusters Score -581831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -581833.562500 Penalty: 2977.953613
	Iteration 26Q: 3 clusters Score -581833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -581836.437500 Penalty: 2977.953613
	Iteration 27Q: 3 clusters Score -581836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -581840.125000 Penalty: 2977.953613
	Iteration 28Q: 3 clusters Score -581840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -581843.875000 Penalty: 2977.953613
	Iteration 29Q: 3 clusters Score -581843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -581844.250000 Penalty: 2977.953613
	Iteration 30Q: 3 clusters Score -581844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -581845.812500 Penalty: 2977.953613
	Iteration 31Q: 3 clusters Score -581845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -581847.125000 Penalty: 2977.953613
	Iteration 32Q: 3 clusters Score -581847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -581849.250000 Penalty: 2977.953613
	Iteration 33Q: 3 clusters Score -581849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -581851.750000 Penalty: 2977.953613
	Iteration 34Q: 3 clusters Score -581851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -581851.750000 Penalty: 2977.953613
	Iteration 35F: 3 clusters Score -581851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Entering Unmasked Estep 
Score: -3323407.000000 Penalty: 1773.361694
	Iteration 0F: 2 clusters Score -3323407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3286892.000000 Penalty: 3546.723389
	Iteration 0F: 3 clusters Score -3286892 nChanged 25722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3301992.000000 Penalty: 3546.723389
	Iteration 1F: 3 clusters Score -3301992 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3303133.750000 Penalty: 3546.723389
	Iteration 2Q: 3 clusters Score -3303134 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3304961.500000 Penalty: 3546.723389
	Iteration 3F: 3 clusters Score -3304962 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3307452.000000 Penalty: 3546.723389
	Iteration 4F: 3 clusters Score -3307452 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3310592.500000 Penalty: 3546.723389
	Iteration 5F: 3 clusters Score -3310592 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3313859.750000 Penalty: 3546.723389
	Iteration 6F: 3 clusters Score -3313860 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3316558.250000 Penalty: 3546.723389
	Iteration 7F: 3 clusters Score -3316558 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3318521.750000 Penalty: 3546.723389
	Iteration 8Q: 3 clusters Score -3318522 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3319696.500000 Penalty: 3546.723389
	Iteration 9Q: 3 clusters Score -3319696 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3320426.250000 Penalty: 3546.723389
	Iteration 10Q: 3 clusters Score -3320426 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3320845.000000 Penalty: 3546.723389
	Iteration 11Q: 3 clusters Score -3320845 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3321099.250000 Penalty: 3546.723389
	Iteration 12Q: 3 clusters Score -3321099 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3321262.250000 Penalty: 3546.723389
	Iteration 13Q: 3 clusters Score -3321262 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3321402.500000 Penalty: 3546.723389
	Iteration 14Q: 3 clusters Score -3321402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3321535.500000 Penalty: 3546.723389
	Iteration 15Q: 3 clusters Score -3321536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3321619.750000 Penalty: 3546.723389
	Iteration 16Q: 3 clusters Score -3321620 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3321679.000000 Penalty: 3546.723389
	Iteration 17Q: 3 clusters Score -3321679 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3321731.250000 Penalty: 3546.723389
	Iteration 18Q: 3 clusters Score -3321731 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3321773.500000 Penalty: 3546.723389
	Iteration 19Q: 3 clusters Score -3321774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3321819.000000 Penalty: 3546.723389
	Iteration 20F: 3 clusters Score -3321819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3321861.750000 Penalty: 3546.723389
	Iteration 21Q: 3 clusters Score -3321862 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3321896.250000 Penalty: 3546.723389
	Iteration 22Q: 3 clusters Score -3321896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3321923.500000 Penalty: 3546.723389
	Iteration 23Q: 3 clusters Score -3321924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3321939.250000 Penalty: 3546.723389
	Iteration 24Q: 3 clusters Score -3321939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3321949.000000 Penalty: 3546.723389
	Iteration 25Q: 3 clusters Score -3321949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3321967.750000 Penalty: 3546.723389
	Iteration 26Q: 3 clusters Score -3321968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3321992.250000 Penalty: 3546.723389
	Iteration 27Q: 3 clusters Score -3321992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3322012.250000 Penalty: 3546.723389
	Iteration 28Q: 3 clusters Score -3322012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3322023.250000 Penalty: 3546.723389
	Iteration 29Q: 3 clusters Score -3322023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3322050.000000 Penalty: 3546.723389
	Iteration 30Q: 3 clusters Score -3322050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3322054.750000 Penalty: 3546.723389
	Iteration 31Q: 3 clusters Score -3322055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3322067.750000 Penalty: 3546.723389
	Iteration 32Q: 3 clusters Score -3322068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3322076.500000 Penalty: 3546.723389
	Iteration 33Q: 3 clusters Score -3322076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3322077.250000 Penalty: 3546.723389
	Iteration 34Q: 3 clusters Score -3322077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3322083.000000 Penalty: 3546.723389
	Iteration 35Q: 3 clusters Score -3322083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3322089.000000 Penalty: 3546.723389
	Iteration 36Q: 3 clusters Score -3322089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3322085.500000 Penalty: 3546.723389
	Iteration 37Q: 3 clusters Score -3322086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3322090.750000 Penalty: 3546.723389
	Iteration 38Q: 3 clusters Score -3322091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3322090.250000 Penalty: 3546.723389
	Iteration 39Q: 3 clusters Score -3322090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3322090.500000 Penalty: 3546.723389
	Iteration 40F: 3 clusters Score -3322090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3322093.250000 Penalty: 3546.723389
	Iteration 41Q: 3 clusters Score -3322093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3322095.750000 Penalty: 3546.723389
	Iteration 42Q: 3 clusters Score -3322096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3322102.750000 Penalty: 3546.723389
	Iteration 43Q: 3 clusters Score -3322103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3322101.000000 Penalty: 3546.723389
	Iteration 44Q: 3 clusters Score -3322101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3322103.750000 Penalty: 3546.723389
	Iteration 45Q: 3 clusters Score -3322104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3322103.750000 Penalty: 3546.723389
	Iteration 46Q: 3 clusters Score -3322104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3322104.750000 Penalty: 3546.723389
	Iteration 47Q: 3 clusters Score -3322105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3322102.000000 Penalty: 3546.723389
	Iteration 48Q: 3 clusters Score -3322102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3322100.000000 Penalty: 3546.723389
	Iteration 49Q: 3 clusters Score -3322100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3322103.250000 Penalty: 3546.723389
	Iteration 50Q: 3 clusters Score -3322103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3322104.500000 Penalty: 3546.723389
	Iteration 51Q: 3 clusters Score -3322104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3322107.000000 Penalty: 3546.723389
	Iteration 52Q: 3 clusters Score -3322107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3322108.250000 Penalty: 3546.723389
	Iteration 53Q: 3 clusters Score -3322108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3322108.250000 Penalty: 3546.723389
	Iteration 54F: 3 clusters Score -3322108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -332103.000000 Penalty: 1412.584106
	Iteration 0F: 2 clusters Score -332103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -327479.531250 Penalty: 2825.168213
	Iteration 0F: 3 clusters Score -327479.5 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -328974.718750 Penalty: 2825.168213
	Iteration 1F: 3 clusters Score -328974.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -329380.500000 Penalty: 2825.168213
	Iteration 2F: 3 clusters Score -329380.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -329978.187500 Penalty: 2825.168213
	Iteration 3F: 3 clusters Score -329978.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -331108.281250 Penalty: 2825.168213
	Iteration 4F: 3 clusters Score -331108.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -332929.062500 Penalty: 2825.168213
	Iteration 5F: 3 clusters Score -332929.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -333924.437500 Penalty: 2825.168213
	Iteration 6F: 3 clusters Score -333924.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -334292.968750 Penalty: 2825.168213
	Iteration 7F: 3 clusters Score -334293 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -334658.468750 Penalty: 2825.168213
	Iteration 8Q: 3 clusters Score -334658.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -335016.937500 Penalty: 2825.168213
	Iteration 9Q: 3 clusters Score -335016.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -335132.187500 Penalty: 2825.168213
	Iteration 10Q: 3 clusters Score -335132.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -335153.875000 Penalty: 2825.168213
	Iteration 11Q: 3 clusters Score -335153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -335162.718750 Penalty: 2825.168213
	Iteration 12Q: 3 clusters Score -335162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -335166.250000 Penalty: 2825.168213
	Iteration 13Q: 3 clusters Score -335166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -335167.218750 Penalty: 2825.168213
	Iteration 14Q: 3 clusters Score -335167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -335168.218750 Penalty: 2825.168213
	Iteration 15Q: 3 clusters Score -335168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -335168.218750 Penalty: 2825.168213
	Iteration 16F: 3 clusters Score -335168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 77576 members 
Mstep: Class 5 contains 68382 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25463 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 76345 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 54885 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 1145 members 
Mstep: Class 30 contains 5049 members 
Mstep: Class 31 contains 18671 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 1842 members 
Entering Unmasked Estep 
Score: -30935038.000000 Penalty: 79466.859375
Splitting cluster 25 changes total score from -30932768.000000 to -30935038.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -328791.656250 Penalty: 1395.311523
	Iteration 0F: 2 clusters Score -328791.7 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 2690 members 
Entering Unmasked Estep 
Score: -324551.062500 Penalty: 2790.623047
	Iteration 0F: 3 clusters Score -324551.1 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -325777.125000 Penalty: 2790.623047
	Iteration 1F: 3 clusters Score -325777.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -325968.718750 Penalty: 2790.623047
	Iteration 2F: 3 clusters Score -325968.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -326104.750000 Penalty: 2790.623047
	Iteration 3F: 3 clusters Score -326104.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -326239.156250 Penalty: 2790.623047
	Iteration 4Q: 3 clusters Score -326239.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -326388.562500 Penalty: 2790.623047
	Iteration 5Q: 3 clusters Score -326388.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -326540.343750 Penalty: 2790.623047
	Iteration 6Q: 3 clusters Score -326540.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -326684.187500 Penalty: 2790.623047
	Iteration 7Q: 3 clusters Score -326684.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -326816.375000 Penalty: 2790.623047
	Iteration 8Q: 3 clusters Score -326816.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -326953.625000 Penalty: 2790.623047
	Iteration 9Q: 3 clusters Score -326953.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -327045.250000 Penalty: 2790.623047
	Iteration 10Q: 3 clusters Score -327045.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -327124.687500 Penalty: 2790.623047
	Iteration 11Q: 3 clusters Score -327124.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -327196.812500 Penalty: 2790.623047
	Iteration 12Q: 3 clusters Score -327196.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -327247.343750 Penalty: 2790.623047
	Iteration 13Q: 3 clusters Score -327247.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -327301.156250 Penalty: 2790.623047
	Iteration 14Q: 3 clusters Score -327301.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -327350.625000 Penalty: 2790.623047
	Iteration 15Q: 3 clusters Score -327350.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -327390.625000 Penalty: 2790.623047
	Iteration 16Q: 3 clusters Score -327390.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -327425.156250 Penalty: 2790.623047
	Iteration 17Q: 3 clusters Score -327425.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -327461.593750 Penalty: 2790.623047
	Iteration 18Q: 3 clusters Score -327461.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -327489.031250 Penalty: 2790.623047
	Iteration 19Q: 3 clusters Score -327489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -327516.937500 Penalty: 2790.623047
	Iteration 20F: 3 clusters Score -327516.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -327545.125000 Penalty: 2790.623047
	Iteration 21Q: 3 clusters Score -327545.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -327574.812500 Penalty: 2790.623047
	Iteration 22Q: 3 clusters Score -327574.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -327596.062500 Penalty: 2790.623047
	Iteration 23Q: 3 clusters Score -327596.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -327607.500000 Penalty: 2790.623047
	Iteration 24Q: 3 clusters Score -327607.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -327616.750000 Penalty: 2790.623047
	Iteration 25Q: 3 clusters Score -327616.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -327629.375000 Penalty: 2790.623047
	Iteration 26Q: 3 clusters Score -327629.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -327639.031250 Penalty: 2790.623047
	Iteration 27Q: 3 clusters Score -327639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -327651.187500 Penalty: 2790.623047
	Iteration 28Q: 3 clusters Score -327651.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -327665.593750 Penalty: 2790.623047
	Iteration 29Q: 3 clusters Score -327665.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -327675.937500 Penalty: 2790.623047
	Iteration 30Q: 3 clusters Score -327675.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -327684.343750 Penalty: 2790.623047
	Iteration 31Q: 3 clusters Score -327684.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -327691.000000 Penalty: 2790.623047
	Iteration 32Q: 3 clusters Score -327691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -327700.906250 Penalty: 2790.623047
	Iteration 33Q: 3 clusters Score -327700.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -327706.968750 Penalty: 2790.623047
	Iteration 34Q: 3 clusters Score -327707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -327712.968750 Penalty: 2790.623047
	Iteration 35Q: 3 clusters Score -327713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -327716.062500 Penalty: 2790.623047
	Iteration 36Q: 3 clusters Score -327716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -327719.406250 Penalty: 2790.623047
	Iteration 37Q: 3 clusters Score -327719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -327722.250000 Penalty: 2790.623047
	Iteration 38Q: 3 clusters Score -327722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -327722.406250 Penalty: 2790.623047
	Iteration 39Q: 3 clusters Score -327722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -327722.500000 Penalty: 2790.623047
	Iteration 40F: 3 clusters Score -327722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -327722.312500 Penalty: 2790.623047
	Iteration 41Q: 3 clusters Score -327722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -327722.593750 Penalty: 2790.623047
	Iteration 42Q: 3 clusters Score -327722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -327722.937500 Penalty: 2790.623047
	Iteration 43Q: 3 clusters Score -327722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -327722.937500 Penalty: 2790.623047
	Iteration 44F: 3 clusters Score -327722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -129513.039062 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -129513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -127227.976562 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -127228 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -128068.000000 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -128068 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128454.453125 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -128454.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128704.843750 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -128704.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128851.554688 Penalty: 2537.176270
	Iteration 4F: 3 clusters Score -128851.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128916.062500 Penalty: 2537.176270
	Iteration 5Q: 3 clusters Score -128916.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128956.531250 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -128956.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128978.882812 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -128978.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128991.593750 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -128991.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -129002.125000 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -129002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -129005.039062 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -129005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -129006.156250 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -129006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129006.812500 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -129006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -129007.023438 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -129007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -129007.023438 Penalty: 2537.176270
	Iteration 14F: 3 clusters Score -129007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Entering Unmasked Estep 
Score: -270524.718750 Penalty: 1379.596191
	Iteration 0F: 2 clusters Score -270524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -266681.343750 Penalty: 2759.192383
	Iteration 0F: 3 clusters Score -266681.3 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -267815.062500 Penalty: 2759.192383
	Iteration 1F: 3 clusters Score -267815.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -268147.125000 Penalty: 2759.192383
	Iteration 2F: 3 clusters Score -268147.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -268424.000000 Penalty: 2759.192383
	Iteration 3F: 3 clusters Score -268424 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -268668.937500 Penalty: 2759.192383
	Iteration 4F: 3 clusters Score -268668.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -268928.781250 Penalty: 2759.192383
	Iteration 5F: 3 clusters Score -268928.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -269217.000000 Penalty: 2759.192383
	Iteration 6F: 3 clusters Score -269217 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -269497.156250 Penalty: 2759.192383
	Iteration 7F: 3 clusters Score -269497.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -269766.968750 Penalty: 2759.192383
	Iteration 8Q: 3 clusters Score -269767 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -269975.625000 Penalty: 2759.192383
	Iteration 9Q: 3 clusters Score -269975.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -270096.125000 Penalty: 2759.192383
	Iteration 10Q: 3 clusters Score -270096.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -270168.812500 Penalty: 2759.192383
	Iteration 11Q: 3 clusters Score -270168.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -270220.937500 Penalty: 2759.192383
	Iteration 12Q: 3 clusters Score -270220.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -270270.125000 Penalty: 2759.192383
	Iteration 13Q: 3 clusters Score -270270.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -270321.062500 Penalty: 2759.192383
	Iteration 14Q: 3 clusters Score -270321.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -270366.562500 Penalty: 2759.192383
	Iteration 15Q: 3 clusters Score -270366.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -270396.031250 Penalty: 2759.192383
	Iteration 16Q: 3 clusters Score -270396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -270419.593750 Penalty: 2759.192383
	Iteration 17Q: 3 clusters Score -270419.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -270432.687500 Penalty: 2759.192383
	Iteration 18Q: 3 clusters Score -270432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -270440.562500 Penalty: 2759.192383
	Iteration 19Q: 3 clusters Score -270440.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -270445.968750 Penalty: 2759.192383
	Iteration 20F: 3 clusters Score -270446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -270449.125000 Penalty: 2759.192383
	Iteration 21Q: 3 clusters Score -270449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -270450.906250 Penalty: 2759.192383
	Iteration 22Q: 3 clusters Score -270450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -270452.781250 Penalty: 2759.192383
	Iteration 23Q: 3 clusters Score -270452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -270453.093750 Penalty: 2759.192383
	Iteration 24Q: 3 clusters Score -270453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -270453.968750 Penalty: 2759.192383
	Iteration 25Q: 3 clusters Score -270454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -270454.500000 Penalty: 2759.192383
	Iteration 26Q: 3 clusters Score -270454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -270456.187500 Penalty: 2759.192383
	Iteration 27Q: 3 clusters Score -270456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -270457.531250 Penalty: 2759.192383
	Iteration 28Q: 3 clusters Score -270457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -270457.750000 Penalty: 2759.192383
	Iteration 29Q: 3 clusters Score -270457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -270458.125000 Penalty: 2759.192383
	Iteration 30Q: 3 clusters Score -270458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -270459.156250 Penalty: 2759.192383
	Iteration 31Q: 3 clusters Score -270459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -270459.656250 Penalty: 2759.192383
	Iteration 32Q: 3 clusters Score -270459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -270460.312500 Penalty: 2759.192383
	Iteration 33Q: 3 clusters Score -270460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -270461.156250 Penalty: 2759.192383
	Iteration 34Q: 3 clusters Score -270461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -270460.750000 Penalty: 2759.192383
	Iteration 35Q: 3 clusters Score -270460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -270460.750000 Penalty: 2759.192383
	Iteration 36F: 3 clusters Score -270460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -55506.277344 Penalty: 1144.513550
	Iteration 0F: 2 clusters Score -55506.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53992.000000 Penalty: 2289.027100
	Iteration 0F: 3 clusters Score -53992 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -54421.988281 Penalty: 2289.027100
	Iteration 1F: 3 clusters Score -54421.99 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54626.632812 Penalty: 2289.027100
	Iteration 2F: 3 clusters Score -54626.63 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -54761.308594 Penalty: 2289.027100
	Iteration 3F: 3 clusters Score -54761.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -54835.136719 Penalty: 2289.027100
	Iteration 4Q: 3 clusters Score -54835.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -54900.320312 Penalty: 2289.027100
	Iteration 5Q: 3 clusters Score -54900.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54951.417969 Penalty: 2289.027100
	Iteration 6Q: 3 clusters Score -54951.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -55009.726562 Penalty: 2289.027100
	Iteration 7Q: 3 clusters Score -55009.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -55057.093750 Penalty: 2289.027100
	Iteration 8Q: 3 clusters Score -55057.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -55114.042969 Penalty: 2289.027100
	Iteration 9Q: 3 clusters Score -55114.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55159.550781 Penalty: 2289.027100
	Iteration 10Q: 3 clusters Score -55159.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -55223.058594 Penalty: 2289.027100
	Iteration 11Q: 3 clusters Score -55223.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -55302.292969 Penalty: 2289.027100
	Iteration 12Q: 3 clusters Score -55302.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55368.781250 Penalty: 2289.027100
	Iteration 13Q: 3 clusters Score -55368.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55413.718750 Penalty: 2289.027100
	Iteration 14Q: 3 clusters Score -55413.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55451.367188 Penalty: 2289.027100
	Iteration 15Q: 3 clusters Score -55451.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55474.585938 Penalty: 2289.027100
	Iteration 16Q: 3 clusters Score -55474.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55485.203125 Penalty: 2289.027100
	Iteration 17Q: 3 clusters Score -55485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55501.761719 Penalty: 2289.027100
	Iteration 18Q: 3 clusters Score -55501.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55525.734375 Penalty: 2289.027100
	Iteration 19Q: 3 clusters Score -55525.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55543.238281 Penalty: 2289.027100
	Iteration 20F: 3 clusters Score -55543.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55553.492188 Penalty: 2289.027100
	Iteration 21Q: 3 clusters Score -55553.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -55558.714844 Penalty: 2289.027100
	Iteration 22Q: 3 clusters Score -55558.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55563.929688 Penalty: 2289.027100
	Iteration 23Q: 3 clusters Score -55563.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55566.917969 Penalty: 2289.027100
	Iteration 24Q: 3 clusters Score -55566.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55566.917969 Penalty: 2289.027100
	Iteration 25F: 3 clusters Score -55566.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 77576 members 
Mstep: Class 5 contains 68382 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25463 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 76345 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 54885 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 5049 members 
Mstep: Class 31 contains 18671 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 1842 members 
Mstep: Class 38 contains 372 members 
Entering Unmasked Estep 
Score: -30934100.000000 Penalty: 81614.609375
Splitting cluster 29 changes total score from -30932768.000000 to -30934100.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -280580.375000 Penalty: 1385.628540
	Iteration 0F: 2 clusters Score -280580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -276565.000000 Penalty: 2771.257080
	Iteration 0F: 3 clusters Score -276565 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -277858.500000 Penalty: 2771.257080
	Iteration 1F: 3 clusters Score -277858.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -278496.593750 Penalty: 2771.257080
	Iteration 2F: 3 clusters Score -278496.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -279276.625000 Penalty: 2771.257080
	Iteration 3F: 3 clusters Score -279276.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -279863.000000 Penalty: 2771.257080
	Iteration 4F: 3 clusters Score -279863 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280265.437500 Penalty: 2771.257080
	Iteration 5F: 3 clusters Score -280265.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -280497.406250 Penalty: 2771.257080
	Iteration 6Q: 3 clusters Score -280497.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -280639.000000 Penalty: 2771.257080
	Iteration 7Q: 3 clusters Score -280639 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -280745.000000 Penalty: 2771.257080
	Iteration 8Q: 3 clusters Score -280745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -280834.468750 Penalty: 2771.257080
	Iteration 9Q: 3 clusters Score -280834.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -280936.875000 Penalty: 2771.257080
	Iteration 10Q: 3 clusters Score -280936.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -281054.468750 Penalty: 2771.257080
	Iteration 11Q: 3 clusters Score -281054.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -281141.125000 Penalty: 2771.257080
	Iteration 12Q: 3 clusters Score -281141.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -281181.625000 Penalty: 2771.257080
	Iteration 13Q: 3 clusters Score -281181.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -281201.406250 Penalty: 2771.257080
	Iteration 14Q: 3 clusters Score -281201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -281211.562500 Penalty: 2771.257080
	Iteration 15Q: 3 clusters Score -281211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -281217.218750 Penalty: 2771.257080
	Iteration 16Q: 3 clusters Score -281217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -281222.218750 Penalty: 2771.257080
	Iteration 17Q: 3 clusters Score -281222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -281222.062500 Penalty: 2771.257080
	Iteration 18Q: 3 clusters Score -281222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -281223.718750 Penalty: 2771.257080
	Iteration 19Q: 3 clusters Score -281223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281224.562500 Penalty: 2771.257080
	Iteration 20F: 3 clusters Score -281224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -281224.687500 Penalty: 2771.257080
	Iteration 21Q: 3 clusters Score -281224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -281225.125000 Penalty: 2771.257080
	Iteration 22Q: 3 clusters Score -281225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -281225.125000 Penalty: 2771.257080
	Iteration 23F: 3 clusters Score -281225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 77576 members 
Mstep: Class 5 contains 68382 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25463 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 76345 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 54885 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 4173 members 
Mstep: Class 31 contains 18671 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 1842 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 876 members 
Entering Unmasked Estep 
Score: -30934030.000000 Penalty: 83762.359375
Splitting cluster 30 changes total score from -30932768.000000 to -30934030.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (18671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Entering Unmasked Estep 
Score: -1123189.250000 Penalty: 1598.143066
	Iteration 0F: 2 clusters Score -1123189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1110369.125000 Penalty: 3196.286133
	Iteration 0F: 3 clusters Score -1110369 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1115240.000000 Penalty: 3196.286133
	Iteration 1F: 3 clusters Score -1115240 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1115730.250000 Penalty: 3196.286133
	Iteration 2F: 3 clusters Score -1115730 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1116245.125000 Penalty: 3196.286133
	Iteration 3F: 3 clusters Score -1116245 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1116806.875000 Penalty: 3196.286133
	Iteration 4F: 3 clusters Score -1116807 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1117371.250000 Penalty: 3196.286133
	Iteration 5F: 3 clusters Score -1117371 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1117963.625000 Penalty: 3196.286133
	Iteration 6F: 3 clusters Score -1117964 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1118647.500000 Penalty: 3196.286133
	Iteration 7F: 3 clusters Score -1118648 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1119415.375000 Penalty: 3196.286133
	Iteration 8Q: 3 clusters Score -1119415 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1120126.625000 Penalty: 3196.286133
	Iteration 9Q: 3 clusters Score -1120127 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1120607.750000 Penalty: 3196.286133
	Iteration 10Q: 3 clusters Score -1120608 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1120909.125000 Penalty: 3196.286133
	Iteration 11Q: 3 clusters Score -1120909 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1121079.625000 Penalty: 3196.286133
	Iteration 12Q: 3 clusters Score -1121080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1121184.750000 Penalty: 3196.286133
	Iteration 13Q: 3 clusters Score -1121185 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1121258.750000 Penalty: 3196.286133
	Iteration 14Q: 3 clusters Score -1121259 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1121311.750000 Penalty: 3196.286133
	Iteration 15Q: 3 clusters Score -1121312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1121358.125000 Penalty: 3196.286133
	Iteration 16Q: 3 clusters Score -1121358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1121386.250000 Penalty: 3196.286133
	Iteration 17Q: 3 clusters Score -1121386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1121422.000000 Penalty: 3196.286133
	Iteration 18Q: 3 clusters Score -1121422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1121453.000000 Penalty: 3196.286133
	Iteration 19Q: 3 clusters Score -1121453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1121475.500000 Penalty: 3196.286133
	Iteration 20F: 3 clusters Score -1121476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1121501.375000 Penalty: 3196.286133
	Iteration 21Q: 3 clusters Score -1121501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1121521.500000 Penalty: 3196.286133
	Iteration 22Q: 3 clusters Score -1121522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1121524.500000 Penalty: 3196.286133
	Iteration 23Q: 3 clusters Score -1121524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1121536.250000 Penalty: 3196.286133
	Iteration 24Q: 3 clusters Score -1121536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1121549.125000 Penalty: 3196.286133
	Iteration 25Q: 3 clusters Score -1121549 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1121565.000000 Penalty: 3196.286133
	Iteration 26Q: 3 clusters Score -1121565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1121575.000000 Penalty: 3196.286133
	Iteration 27Q: 3 clusters Score -1121575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1121589.500000 Penalty: 3196.286133
	Iteration 28Q: 3 clusters Score -1121590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1121602.250000 Penalty: 3196.286133
	Iteration 29Q: 3 clusters Score -1121602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1121614.625000 Penalty: 3196.286133
	Iteration 30Q: 3 clusters Score -1121615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1121622.500000 Penalty: 3196.286133
	Iteration 31Q: 3 clusters Score -1121622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1121632.000000 Penalty: 3196.286133
	Iteration 32Q: 3 clusters Score -1121632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1121642.375000 Penalty: 3196.286133
	Iteration 33Q: 3 clusters Score -1121642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1121650.625000 Penalty: 3196.286133
	Iteration 34Q: 3 clusters Score -1121651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1121662.125000 Penalty: 3196.286133
	Iteration 35Q: 3 clusters Score -1121662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1121670.500000 Penalty: 3196.286133
	Iteration 36Q: 3 clusters Score -1121670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1121684.250000 Penalty: 3196.286133
	Iteration 37Q: 3 clusters Score -1121684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1121690.625000 Penalty: 3196.286133
	Iteration 38Q: 3 clusters Score -1121691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1121695.375000 Penalty: 3196.286133
	Iteration 39Q: 3 clusters Score -1121695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1121707.500000 Penalty: 3196.286133
	Iteration 40F: 3 clusters Score -1121708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1121716.875000 Penalty: 3196.286133
	Iteration 41Q: 3 clusters Score -1121717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1121723.125000 Penalty: 3196.286133
	Iteration 42Q: 3 clusters Score -1121723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1121725.000000 Penalty: 3196.286133
	Iteration 43Q: 3 clusters Score -1121725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1121732.375000 Penalty: 3196.286133
	Iteration 44Q: 3 clusters Score -1121732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1121735.625000 Penalty: 3196.286133
	Iteration 45Q: 3 clusters Score -1121736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1121739.750000 Penalty: 3196.286133
	Iteration 46Q: 3 clusters Score -1121740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1121742.750000 Penalty: 3196.286133
	Iteration 47Q: 3 clusters Score -1121743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1121747.500000 Penalty: 3196.286133
	Iteration 48Q: 3 clusters Score -1121748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1121750.750000 Penalty: 3196.286133
	Iteration 49Q: 3 clusters Score -1121751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1121754.250000 Penalty: 3196.286133
	Iteration 50Q: 3 clusters Score -1121754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1121756.000000 Penalty: 3196.286133
	Iteration 51Q: 3 clusters Score -1121756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1121755.250000 Penalty: 3196.286133
	Iteration 52Q: 3 clusters Score -1121755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1121757.375000 Penalty: 3196.286133
	Iteration 53Q: 3 clusters Score -1121757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1121759.375000 Penalty: 3196.286133
	Iteration 54Q: 3 clusters Score -1121759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1121760.875000 Penalty: 3196.286133
	Iteration 55Q: 3 clusters Score -1121761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1121761.125000 Penalty: 3196.286133
	Iteration 56Q: 3 clusters Score -1121761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1121763.500000 Penalty: 3196.286133
	Iteration 57Q: 3 clusters Score -1121764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1121766.750000 Penalty: 3196.286133
	Iteration 58Q: 3 clusters Score -1121767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1121767.250000 Penalty: 3196.286133
	Iteration 59Q: 3 clusters Score -1121767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1121769.125000 Penalty: 3196.286133
	Iteration 60F: 3 clusters Score -1121769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1121772.125000 Penalty: 3196.286133
	Iteration 61Q: 3 clusters Score -1121772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1121773.625000 Penalty: 3196.286133
	Iteration 62Q: 3 clusters Score -1121774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1121775.500000 Penalty: 3196.286133
	Iteration 63Q: 3 clusters Score -1121776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1121776.875000 Penalty: 3196.286133
	Iteration 64Q: 3 clusters Score -1121777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1121774.750000 Penalty: 3196.286133
	Iteration 65Q: 3 clusters Score -1121775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1121774.875000 Penalty: 3196.286133
	Iteration 66Q: 3 clusters Score -1121775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1121774.250000 Penalty: 3196.286133
	Iteration 67Q: 3 clusters Score -1121774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1121774.875000 Penalty: 3196.286133
	Iteration 68Q: 3 clusters Score -1121775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1121774.875000 Penalty: 3196.286133
	Iteration 69F: 3 clusters Score -1121775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -21434.945312 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -21434.95 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 223 members 
Entering Unmasked Estep 
Score: -20435.136719 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -20435.14 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20545.396484 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -20545.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20583.421875 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -20583.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20605.289062 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -20605.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20633.791016 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -20633.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20653.445312 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -20653.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20672.298828 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -20672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20691.042969 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -20691.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20697.861328 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -20697.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20706.160156 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -20706.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20712.568359 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -20712.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20722.843750 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -20722.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20726.246094 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -20726.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20728.261719 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -20728.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20728.261719 Penalty: 1971.485229
	Iteration 14F: 3 clusters Score -20728.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -157763.265625 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -157763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -155159.109375 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -155159.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -155843.687500 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -155843.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -156075.031250 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -156075 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -156277.890625 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -156277.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -156496.468750 Penalty: 2586.764648
	Iteration 4F: 3 clusters Score -156496.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -156730.937500 Penalty: 2586.764648
	Iteration 5F: 3 clusters Score -156730.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -156979.453125 Penalty: 2586.764648
	Iteration 6F: 3 clusters Score -156979.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -157261.671875 Penalty: 2586.764648
	Iteration 7F: 3 clusters Score -157261.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -157507.093750 Penalty: 2586.764648
	Iteration 8F: 3 clusters Score -157507.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -157640.656250 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -157640.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -157707.906250 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -157707.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -157731.359375 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -157731.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -157741.937500 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -157741.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -157749.062500 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -157749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -157751.968750 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -157752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -157752.718750 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -157752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -157754.984375 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -157755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -157755.734375 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -157755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -157755.734375 Penalty: 2586.764648
	Iteration 18F: 3 clusters Score -157755.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -54425.703125 Penalty: 1163.258545
	Iteration 0F: 2 clusters Score -54425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -52795.507812 Penalty: 2326.517090
	Iteration 0F: 3 clusters Score -52795.51 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -53172.597656 Penalty: 2326.517090
	Iteration 1F: 3 clusters Score -53172.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -53350.707031 Penalty: 2326.517090
	Iteration 2F: 3 clusters Score -53350.71 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -53479.847656 Penalty: 2326.517090
	Iteration 3F: 3 clusters Score -53479.85 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -53553.507812 Penalty: 2326.517090
	Iteration 4F: 3 clusters Score -53553.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -53605.789062 Penalty: 2326.517090
	Iteration 5Q: 3 clusters Score -53605.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -53684.410156 Penalty: 2326.517090
	Iteration 6Q: 3 clusters Score -53684.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53759.878906 Penalty: 2326.517090
	Iteration 7Q: 3 clusters Score -53759.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53810.875000 Penalty: 2326.517090
	Iteration 8Q: 3 clusters Score -53810.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53867.542969 Penalty: 2326.517090
	Iteration 9Q: 3 clusters Score -53867.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53894.031250 Penalty: 2326.517090
	Iteration 10Q: 3 clusters Score -53894.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53913.750000 Penalty: 2326.517090
	Iteration 11Q: 3 clusters Score -53913.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -53943.351562 Penalty: 2326.517090
	Iteration 12Q: 3 clusters Score -53943.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53967.144531 Penalty: 2326.517090
	Iteration 13Q: 3 clusters Score -53967.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -53981.785156 Penalty: 2326.517090
	Iteration 14Q: 3 clusters Score -53981.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53993.183594 Penalty: 2326.517090
	Iteration 15Q: 3 clusters Score -53993.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54001.398438 Penalty: 2326.517090
	Iteration 16Q: 3 clusters Score -54001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -54005.792969 Penalty: 2326.517090
	Iteration 17Q: 3 clusters Score -54005.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -54009.710938 Penalty: 2326.517090
	Iteration 18Q: 3 clusters Score -54009.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54015.328125 Penalty: 2326.517090
	Iteration 19Q: 3 clusters Score -54015.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -54017.410156 Penalty: 2326.517090
	Iteration 20F: 3 clusters Score -54017.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54020.113281 Penalty: 2326.517090
	Iteration 21Q: 3 clusters Score -54020.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54022.281250 Penalty: 2326.517090
	Iteration 22Q: 3 clusters Score -54022.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54024.652344 Penalty: 2326.517090
	Iteration 23Q: 3 clusters Score -54024.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54026.562500 Penalty: 2326.517090
	Iteration 24Q: 3 clusters Score -54026.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54027.011719 Penalty: 2326.517090
	Iteration 25Q: 3 clusters Score -54027.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54027.218750 Penalty: 2326.517090
	Iteration 26Q: 3 clusters Score -54027.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54027.218750 Penalty: 2326.517090
	Iteration 27F: 3 clusters Score -54027.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -277072.812500 Penalty: 1374.885620
	Iteration 0F: 2 clusters Score -277072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -273269.562500 Penalty: 2749.771240
	Iteration 0F: 3 clusters Score -273269.6 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -274364.187500 Penalty: 2749.771240
	Iteration 1F: 3 clusters Score -274364.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -274609.000000 Penalty: 2749.771240
	Iteration 2F: 3 clusters Score -274609 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -274820.000000 Penalty: 2749.771240
	Iteration 3F: 3 clusters Score -274820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -275028.875000 Penalty: 2749.771240
	Iteration 4F: 3 clusters Score -275028.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -275263.406250 Penalty: 2749.771240
	Iteration 5F: 3 clusters Score -275263.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -275490.468750 Penalty: 2749.771240
	Iteration 6F: 3 clusters Score -275490.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -275656.250000 Penalty: 2749.771240
	Iteration 7Q: 3 clusters Score -275656.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -275732.312500 Penalty: 2749.771240
	Iteration 8Q: 3 clusters Score -275732.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -275778.031250 Penalty: 2749.771240
	Iteration 9Q: 3 clusters Score -275778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -275808.968750 Penalty: 2749.771240
	Iteration 10Q: 3 clusters Score -275809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -275833.031250 Penalty: 2749.771240
	Iteration 11Q: 3 clusters Score -275833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -275851.687500 Penalty: 2749.771240
	Iteration 12Q: 3 clusters Score -275851.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -275864.562500 Penalty: 2749.771240
	Iteration 13Q: 3 clusters Score -275864.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -275875.156250 Penalty: 2749.771240
	Iteration 14Q: 3 clusters Score -275875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -275880.593750 Penalty: 2749.771240
	Iteration 15Q: 3 clusters Score -275880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -275882.656250 Penalty: 2749.771240
	Iteration 16Q: 3 clusters Score -275882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -275884.656250 Penalty: 2749.771240
	Iteration 17Q: 3 clusters Score -275884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -275886.125000 Penalty: 2749.771240
	Iteration 18Q: 3 clusters Score -275886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -275886.656250 Penalty: 2749.771240
	Iteration 19Q: 3 clusters Score -275886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -275888.000000 Penalty: 2749.771240
	Iteration 20F: 3 clusters Score -275888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -275889.468750 Penalty: 2749.771240
	Iteration 21Q: 3 clusters Score -275889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -275891.312500 Penalty: 2749.771240
	Iteration 22Q: 3 clusters Score -275891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -275892.468750 Penalty: 2749.771240
	Iteration 23Q: 3 clusters Score -275892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -275893.562500 Penalty: 2749.771240
	Iteration 24Q: 3 clusters Score -275893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -275894.187500 Penalty: 2749.771240
	Iteration 25Q: 3 clusters Score -275894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -275893.968750 Penalty: 2749.771240
	Iteration 26Q: 3 clusters Score -275894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -275894.718750 Penalty: 2749.771240
	Iteration 27Q: 3 clusters Score -275894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -275895.375000 Penalty: 2749.771240
	Iteration 28Q: 3 clusters Score -275895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -275896.375000 Penalty: 2749.771240
	Iteration 29Q: 3 clusters Score -275896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -275897.562500 Penalty: 2749.771240
	Iteration 30Q: 3 clusters Score -275897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -275898.187500 Penalty: 2749.771240
	Iteration 31Q: 3 clusters Score -275898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -275899.718750 Penalty: 2749.771240
	Iteration 32Q: 3 clusters Score -275899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -275900.593750 Penalty: 2749.771240
	Iteration 33Q: 3 clusters Score -275900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -275901.343750 Penalty: 2749.771240
	Iteration 34Q: 3 clusters Score -275901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -275902.062500 Penalty: 2749.771240
	Iteration 35Q: 3 clusters Score -275902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -275902.968750 Penalty: 2749.771240
	Iteration 36Q: 3 clusters Score -275903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -275904.531250 Penalty: 2749.771240
	Iteration 37Q: 3 clusters Score -275904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -275905.312500 Penalty: 2749.771240
	Iteration 38Q: 3 clusters Score -275905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -275905.625000 Penalty: 2749.771240
	Iteration 39Q: 3 clusters Score -275905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -275906.312500 Penalty: 2749.771240
	Iteration 40F: 3 clusters Score -275906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -275909.375000 Penalty: 2749.771240
	Iteration 41Q: 3 clusters Score -275909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -275911.000000 Penalty: 2749.771240
	Iteration 42Q: 3 clusters Score -275911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -275912.250000 Penalty: 2749.771240
	Iteration 43Q: 3 clusters Score -275912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -275912.187500 Penalty: 2749.771240
	Iteration 44Q: 3 clusters Score -275912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -275913.281250 Penalty: 2749.771240
	Iteration 45Q: 3 clusters Score -275913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -275914.250000 Penalty: 2749.771240
	Iteration 46Q: 3 clusters Score -275914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -275915.000000 Penalty: 2749.771240
	Iteration 47Q: 3 clusters Score -275915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -275915.437500 Penalty: 2749.771240
	Iteration 48Q: 3 clusters Score -275915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -275916.687500 Penalty: 2749.771240
	Iteration 49Q: 3 clusters Score -275916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -275918.031250 Penalty: 2749.771240
	Iteration 50Q: 3 clusters Score -275918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -275919.000000 Penalty: 2749.771240
	Iteration 51Q: 3 clusters Score -275919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -275919.812500 Penalty: 2749.771240
	Iteration 52Q: 3 clusters Score -275919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -275920.906250 Penalty: 2749.771240
	Iteration 53Q: 3 clusters Score -275920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -275920.812500 Penalty: 2749.771240
	Iteration 54Q: 3 clusters Score -275920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -275920.812500 Penalty: 2749.771240
	Iteration 55F: 3 clusters Score -275920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -121717.976562 Penalty: 1253.199463
	Iteration 0F: 2 clusters Score -121718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -119497.453125 Penalty: 2506.398926
	Iteration 0F: 3 clusters Score -119497.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -120012.765625 Penalty: 2506.398926
	Iteration 1F: 3 clusters Score -120012.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -120141.906250 Penalty: 2506.398926
	Iteration 2F: 3 clusters Score -120141.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -120207.710938 Penalty: 2506.398926
	Iteration 3Q: 3 clusters Score -120207.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -120257.523438 Penalty: 2506.398926
	Iteration 4Q: 3 clusters Score -120257.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -120290.031250 Penalty: 2506.398926
	Iteration 5Q: 3 clusters Score -120290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -120316.851562 Penalty: 2506.398926
	Iteration 6Q: 3 clusters Score -120316.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -120340.328125 Penalty: 2506.398926
	Iteration 7Q: 3 clusters Score -120340.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -120364.898438 Penalty: 2506.398926
	Iteration 8Q: 3 clusters Score -120364.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -120388.718750 Penalty: 2506.398926
	Iteration 9Q: 3 clusters Score -120388.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -120408.203125 Penalty: 2506.398926
	Iteration 10Q: 3 clusters Score -120408.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -120426.921875 Penalty: 2506.398926
	Iteration 11Q: 3 clusters Score -120426.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -120441.773438 Penalty: 2506.398926
	Iteration 12Q: 3 clusters Score -120441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -120453.242188 Penalty: 2506.398926
	Iteration 13Q: 3 clusters Score -120453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -120462.617188 Penalty: 2506.398926
	Iteration 14Q: 3 clusters Score -120462.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -120475.734375 Penalty: 2506.398926
	Iteration 15Q: 3 clusters Score -120475.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -120484.773438 Penalty: 2506.398926
	Iteration 16Q: 3 clusters Score -120484.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -120493.031250 Penalty: 2506.398926
	Iteration 17Q: 3 clusters Score -120493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -120497.796875 Penalty: 2506.398926
	Iteration 18Q: 3 clusters Score -120497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -120503.531250 Penalty: 2506.398926
	Iteration 19Q: 3 clusters Score -120503.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -120510.882812 Penalty: 2506.398926
	Iteration 20F: 3 clusters Score -120510.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -120518.890625 Penalty: 2506.398926
	Iteration 21Q: 3 clusters Score -120518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -120525.335938 Penalty: 2506.398926
	Iteration 22Q: 3 clusters Score -120525.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -120531.164062 Penalty: 2506.398926
	Iteration 23Q: 3 clusters Score -120531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -120537.664062 Penalty: 2506.398926
	Iteration 24Q: 3 clusters Score -120537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -120545.921875 Penalty: 2506.398926
	Iteration 25Q: 3 clusters Score -120545.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -120556.593750 Penalty: 2506.398926
	Iteration 26Q: 3 clusters Score -120556.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -120568.000000 Penalty: 2506.398926
	Iteration 27Q: 3 clusters Score -120568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -120578.843750 Penalty: 2506.398926
	Iteration 28Q: 3 clusters Score -120578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -120598.210938 Penalty: 2506.398926
	Iteration 29Q: 3 clusters Score -120598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -120613.500000 Penalty: 2506.398926
	Iteration 30Q: 3 clusters Score -120613.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -120630.742188 Penalty: 2506.398926
	Iteration 31Q: 3 clusters Score -120630.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -120653.164062 Penalty: 2506.398926
	Iteration 32Q: 3 clusters Score -120653.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -120674.265625 Penalty: 2506.398926
	Iteration 33Q: 3 clusters Score -120674.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -120698.109375 Penalty: 2506.398926
	Iteration 34Q: 3 clusters Score -120698.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -120727.015625 Penalty: 2506.398926
	Iteration 35Q: 3 clusters Score -120727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -120756.070312 Penalty: 2506.398926
	Iteration 36Q: 3 clusters Score -120756.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -120789.429688 Penalty: 2506.398926
	Iteration 37Q: 3 clusters Score -120789.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -120842.640625 Penalty: 2506.398926
	Iteration 38Q: 3 clusters Score -120842.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -120924.820312 Penalty: 2506.398926
	Iteration 39Q: 3 clusters Score -120924.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -121035.453125 Penalty: 2506.398926
	Iteration 40F: 3 clusters Score -121035.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -121076.281250 Penalty: 2506.398926
	Iteration 41Q: 3 clusters Score -121076.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -121107.750000 Penalty: 2506.398926
	Iteration 42Q: 3 clusters Score -121107.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -121128.093750 Penalty: 2506.398926
	Iteration 43Q: 3 clusters Score -121128.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -121146.515625 Penalty: 2506.398926
	Iteration 44Q: 3 clusters Score -121146.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -121163.054688 Penalty: 2506.398926
	Iteration 45Q: 3 clusters Score -121163.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -121191.984375 Penalty: 2506.398926
	Iteration 46Q: 3 clusters Score -121192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -121224.921875 Penalty: 2506.398926
	Iteration 47Q: 3 clusters Score -121224.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -121246.078125 Penalty: 2506.398926
	Iteration 48Q: 3 clusters Score -121246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -121264.132812 Penalty: 2506.398926
	Iteration 49Q: 3 clusters Score -121264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -121284.601562 Penalty: 2506.398926
	Iteration 50Q: 3 clusters Score -121284.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -121305.695312 Penalty: 2506.398926
	Iteration 51Q: 3 clusters Score -121305.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -121326.523438 Penalty: 2506.398926
	Iteration 52Q: 3 clusters Score -121326.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -121339.859375 Penalty: 2506.398926
	Iteration 53Q: 3 clusters Score -121339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -121343.171875 Penalty: 2506.398926
	Iteration 54Q: 3 clusters Score -121343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -121344.023438 Penalty: 2506.398926
	Iteration 55Q: 3 clusters Score -121344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -121345.218750 Penalty: 2506.398926
	Iteration 56Q: 3 clusters Score -121345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -121347.304688 Penalty: 2506.398926
	Iteration 57Q: 3 clusters Score -121347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -121347.804688 Penalty: 2506.398926
	Iteration 58Q: 3 clusters Score -121347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -121347.804688 Penalty: 2506.398926
	Iteration 59F: 3 clusters Score -121347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 77576 members 
Mstep: Class 5 contains 68382 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 25463 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 76345 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 54885 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 4173 members 
Mstep: Class 31 contains 18671 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30934706.000000 Penalty: 83762.359375
Iteration 79Q: 40 clusters Score -3.093471e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 81266 members 
Mstep: Class 4 contains 77561 members 
Mstep: Class 5 contains 68390 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 25322 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 7727 members 
Mstep: Class 15 contains 13636 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 23948 members 
Mstep: Class 20 contains 76426 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 9533 members 
Mstep: Class 24 contains 54878 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 2460 members 
Mstep: Class 28 contains 4859 members 
Mstep: Class 29 contains 800 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 18688 members 
Mstep: Class 32 contains 430 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 4735 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 1776 members 
Mstep: Class 38 contains 368 members 
Mstep: Class 39 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30935604.000000 Penalty: 83762.359375
Iteration 80F: 40 clusters Score -3.09356e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 81269 members 
Mstep: Class 4 contains 77540 members 
Mstep: Class 5 contains 68370 members 
Mstep: Class 6 contains 2957 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 13688 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 23932 members 
Mstep: Class 20 contains 76501 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 8665 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 54865 members 
Mstep: Class 25 contains 4491 members 
Mstep: Class 26 contains 5364 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 4843 members 
Mstep: Class 29 contains 828 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 18693 members 
Mstep: Class 32 contains 440 members 
Mstep: Class 33 contains 2842 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 4750 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 1924 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936108.000000 Penalty: 83762.359375
Iteration 81Q: 40 clusters Score -3.093611e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81271 members 
Mstep: Class 4 contains 77524 members 
Mstep: Class 5 contains 68359 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 25127 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 4046 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 13727 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 23926 members 
Mstep: Class 20 contains 76583 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 54861 members 
Mstep: Class 25 contains 4611 members 
Mstep: Class 26 contains 5369 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 849 members 
Mstep: Class 30 contains 4124 members 
Mstep: Class 31 contains 18693 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 2838 members 
Mstep: Class 34 contains 1354 members 
Mstep: Class 35 contains 4760 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 2047 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936652.000000 Penalty: 83762.359375
Iteration 82Q: 40 clusters Score -3.093665e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 81268 members 
Mstep: Class 4 contains 77505 members 
Mstep: Class 5 contains 68340 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 25020 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 3597 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 1670 members 
Mstep: Class 14 contains 7429 members 
Mstep: Class 15 contains 13771 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 6340 members 
Mstep: Class 19 contains 23926 members 
Mstep: Class 20 contains 76671 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 9522 members 
Mstep: Class 24 contains 54849 members 
Mstep: Class 25 contains 4729 members 
Mstep: Class 26 contains 5375 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 860 members 
Mstep: Class 30 contains 4133 members 
Mstep: Class 31 contains 18691 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 2838 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 4769 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 2120 members 
Mstep: Class 38 contains 372 members 
Mstep: Class 39 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30936760.000000 Penalty: 83762.359375
Iteration 83Q: 40 clusters Score -3.093676e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 81268 members 
Mstep: Class 4 contains 77487 members 
Mstep: Class 5 contains 68323 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 24920 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 13801 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 23928 members 
Mstep: Class 20 contains 76748 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 8643 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 54846 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2423 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 870 members 
Mstep: Class 30 contains 4144 members 
Mstep: Class 31 contains 18696 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 1411 members 
Mstep: Class 35 contains 4781 members 
Mstep: Class 36 contains 2243 members 
Mstep: Class 37 contains 2178 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937058.000000 Penalty: 83762.359375
Iteration 84Q: 40 clusters Score -3.093706e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 81256 members 
Mstep: Class 4 contains 77467 members 
Mstep: Class 5 contains 68310 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 24833 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 3597 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1652 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 13835 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 6352 members 
Mstep: Class 19 contains 23924 members 
Mstep: Class 20 contains 76818 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8637 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 54847 members 
Mstep: Class 25 contains 4977 members 
Mstep: Class 26 contains 5381 members 
Mstep: Class 27 contains 2417 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 878 members 
Mstep: Class 30 contains 4155 members 
Mstep: Class 31 contains 18702 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 4792 members 
Mstep: Class 36 contains 2246 members 
Mstep: Class 37 contains 2228 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937256.000000 Penalty: 83762.359375
Iteration 85Q: 40 clusters Score -3.093726e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6412 members 
Mstep: Class 3 contains 81248 members 
Mstep: Class 4 contains 77447 members 
Mstep: Class 5 contains 68302 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 24750 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 7108 members 
Mstep: Class 15 contains 13859 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 5359 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 76881 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 9509 members 
Mstep: Class 24 contains 54847 members 
Mstep: Class 25 contains 5099 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 18711 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 4800 members 
Mstep: Class 36 contains 2249 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937408.000000 Penalty: 83762.359375
Iteration 86Q: 40 clusters Score -3.093741e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81245 members 
Mstep: Class 4 contains 77427 members 
Mstep: Class 5 contains 68298 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 24694 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 13882 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 23907 members 
Mstep: Class 20 contains 76943 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 9504 members 
Mstep: Class 24 contains 54843 members 
Mstep: Class 25 contains 5209 members 
Mstep: Class 26 contains 5384 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 888 members 
Mstep: Class 30 contains 4168 members 
Mstep: Class 31 contains 18710 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 2816 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 2254 members 
Mstep: Class 37 contains 2299 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937518.000000 Penalty: 83762.359375
Iteration 87Q: 40 clusters Score -3.093752e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6411 members 
Mstep: Class 3 contains 81244 members 
Mstep: Class 4 contains 77413 members 
Mstep: Class 5 contains 68289 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 24644 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 3600 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 6906 members 
Mstep: Class 15 contains 13907 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 23900 members 
Mstep: Class 20 contains 76998 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 8628 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 54837 members 
Mstep: Class 25 contains 5301 members 
Mstep: Class 26 contains 5385 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 890 members 
Mstep: Class 30 contains 4175 members 
Mstep: Class 31 contains 18710 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 2812 members 
Mstep: Class 34 contains 1480 members 
Mstep: Class 35 contains 4816 members 
Mstep: Class 36 contains 2257 members 
Mstep: Class 37 contains 2326 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937552.000000 Penalty: 83762.359375
Iteration 88Q: 40 clusters Score -3.093755e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 81242 members 
Mstep: Class 4 contains 77405 members 
Mstep: Class 5 contains 68284 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 24605 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2594 members 
Mstep: Class 10 contains 3600 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 13916 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 18 contains 6351 members 
Mstep: Class 19 contains 23903 members 
Mstep: Class 20 contains 77046 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 9496 members 
Mstep: Class 24 contains 54838 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 5385 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 4776 members 
Mstep: Class 29 contains 895 members 
Mstep: Class 30 contains 4186 members 
Mstep: Class 31 contains 18706 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 2808 members 
Mstep: Class 34 contains 1500 members 
Mstep: Class 35 contains 4820 members 
Mstep: Class 36 contains 2260 members 
Mstep: Class 37 contains 2341 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937776.000000 Penalty: 83762.359375
Iteration 89Q: 40 clusters Score -3.093778e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 81239 members 
Mstep: Class 4 contains 77392 members 
Mstep: Class 5 contains 68290 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 24547 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 13938 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5333 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 23901 members 
Mstep: Class 20 contains 77098 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8635 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 54840 members 
Mstep: Class 25 contains 5491 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 2389 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 903 members 
Mstep: Class 30 contains 4191 members 
Mstep: Class 31 contains 18707 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 1530 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 2354 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938016.000000 Penalty: 83762.359375
Iteration 90Q: 40 clusters Score -3.093802e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 81235 members 
Mstep: Class 4 contains 77377 members 
Mstep: Class 5 contains 68290 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 24484 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1615 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 13960 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5329 members 
Mstep: Class 18 contains 6347 members 
Mstep: Class 19 contains 23899 members 
Mstep: Class 20 contains 77148 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 9482 members 
Mstep: Class 24 contains 54842 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 4776 members 
Mstep: Class 29 contains 913 members 
Mstep: Class 30 contains 4191 members 
Mstep: Class 31 contains 18708 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 1550 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 2265 members 
Mstep: Class 37 contains 2360 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938042.000000 Penalty: 83762.359375
Iteration 91Q: 40 clusters Score -3.093804e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6406 members 
Mstep: Class 3 contains 81228 members 
Mstep: Class 4 contains 77370 members 
Mstep: Class 5 contains 68284 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 24440 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1615 members 
Mstep: Class 14 contains 6522 members 
Mstep: Class 15 contains 13976 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 23900 members 
Mstep: Class 20 contains 77187 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 8643 members 
Mstep: Class 23 contains 9473 members 
Mstep: Class 24 contains 54845 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 920 members 
Mstep: Class 30 contains 4195 members 
Mstep: Class 31 contains 18706 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 1564 members 
Mstep: Class 35 contains 4824 members 
Mstep: Class 36 contains 2266 members 
Mstep: Class 37 contains 2366 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938074.000000 Penalty: 83762.359375
Iteration 92Q: 40 clusters Score -3.093807e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 81217 members 
Mstep: Class 4 contains 77362 members 
Mstep: Class 5 contains 68280 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24387 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1611 members 
Mstep: Class 14 contains 6454 members 
Mstep: Class 15 contains 14015 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 23897 members 
Mstep: Class 20 contains 77238 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 8646 members 
Mstep: Class 23 contains 9464 members 
Mstep: Class 24 contains 54851 members 
Mstep: Class 25 contains 5757 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 923 members 
Mstep: Class 30 contains 4203 members 
Mstep: Class 31 contains 18699 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 2788 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4827 members 
Mstep: Class 36 contains 2265 members 
Mstep: Class 37 contains 2372 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938106.000000 Penalty: 83762.359375
Iteration 93Q: 40 clusters Score -3.093811e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6404 members 
Mstep: Class 3 contains 81207 members 
Mstep: Class 4 contains 77354 members 
Mstep: Class 5 contains 68272 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24329 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1605 members 
Mstep: Class 14 contains 6408 members 
Mstep: Class 15 contains 14052 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 23898 members 
Mstep: Class 20 contains 77277 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 9459 members 
Mstep: Class 24 contains 54848 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 4765 members 
Mstep: Class 29 contains 925 members 
Mstep: Class 30 contains 4213 members 
Mstep: Class 31 contains 18695 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 2780 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 2265 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938120.000000 Penalty: 83762.359375
Iteration 94Q: 40 clusters Score -3.093812e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 81206 members 
Mstep: Class 4 contains 77347 members 
Mstep: Class 5 contains 68267 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24273 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 6377 members 
Mstep: Class 15 contains 14086 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5260 members 
Mstep: Class 18 contains 6384 members 
Mstep: Class 19 contains 23896 members 
Mstep: Class 20 contains 77309 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 8645 members 
Mstep: Class 23 contains 9451 members 
Mstep: Class 24 contains 54846 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 2373 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 927 members 
Mstep: Class 30 contains 4219 members 
Mstep: Class 31 contains 18690 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 2776 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 4833 members 
Mstep: Class 36 contains 2265 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938216.000000 Penalty: 83762.359375
Iteration 95Q: 40 clusters Score -3.093822e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 81207 members 
Mstep: Class 4 contains 77335 members 
Mstep: Class 5 contains 68253 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24239 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 14124 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 6395 members 
Mstep: Class 19 contains 23898 members 
Mstep: Class 20 contains 77335 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8645 members 
Mstep: Class 23 contains 9440 members 
Mstep: Class 24 contains 54840 members 
Mstep: Class 25 contains 5916 members 
Mstep: Class 26 contains 5388 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 4223 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 2766 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4842 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938234.000000 Penalty: 83762.359375
Iteration 96Q: 40 clusters Score -3.093823e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 81204 members 
Mstep: Class 4 contains 77325 members 
Mstep: Class 5 contains 68233 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24199 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1597 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 23903 members 
Mstep: Class 20 contains 77359 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8644 members 
Mstep: Class 23 contains 9436 members 
Mstep: Class 24 contains 54842 members 
Mstep: Class 25 contains 5948 members 
Mstep: Class 26 contains 5389 members 
Mstep: Class 27 contains 2369 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 4226 members 
Mstep: Class 31 contains 18692 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2762 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4848 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938282.000000 Penalty: 83762.359375
Iteration 97Q: 40 clusters Score -3.093828e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 81201 members 
Mstep: Class 4 contains 77312 members 
Mstep: Class 5 contains 68215 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24163 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1596 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 14191 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5220 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 23906 members 
Mstep: Class 20 contains 77380 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 8645 members 
Mstep: Class 23 contains 9435 members 
Mstep: Class 24 contains 54849 members 
Mstep: Class 25 contains 5985 members 
Mstep: Class 26 contains 5390 members 
Mstep: Class 27 contains 2369 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 4231 members 
Mstep: Class 31 contains 18695 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2754 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4855 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938318.000000 Penalty: 83762.359375
Iteration 98Q: 40 clusters Score -3.093832e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 81193 members 
Mstep: Class 4 contains 77302 members 
Mstep: Class 5 contains 68194 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24126 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 1595 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 23905 members 
Mstep: Class 20 contains 77406 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8649 members 
Mstep: Class 23 contains 9435 members 
Mstep: Class 24 contains 54849 members 
Mstep: Class 25 contains 6011 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 4235 members 
Mstep: Class 31 contains 18708 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4859 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938216.000000 Penalty: 83762.359375
Iteration 99Q: 40 clusters Score -3.093822e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 81190 members 
Mstep: Class 4 contains 77293 members 
Mstep: Class 5 contains 68177 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 24091 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1594 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 14243 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5200 members 
Mstep: Class 18 contains 6415 members 
Mstep: Class 19 contains 23906 members 
Mstep: Class 20 contains 77427 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8651 members 
Mstep: Class 23 contains 9433 members 
Mstep: Class 24 contains 54847 members 
Mstep: Class 25 contains 6028 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 18723 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4862 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2373 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938384.000000 Penalty: 83762.359375
Iteration 100F: 40 clusters Score -3.093838e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6411 members 
Mstep: Class 3 contains 81191 members 
Mstep: Class 4 contains 77287 members 
Mstep: Class 5 contains 68158 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 24056 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1593 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 14265 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5192 members 
Mstep: Class 18 contains 6416 members 
Mstep: Class 19 contains 23908 members 
Mstep: Class 20 contains 77444 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 9431 members 
Mstep: Class 24 contains 54846 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 18741 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 4864 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2412 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938362.000000 Penalty: 83762.359375
Iteration 101Q: 40 clusters Score -3.093836e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81193 members 
Mstep: Class 4 contains 77281 members 
Mstep: Class 5 contains 68136 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 24015 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 1593 members 
Mstep: Class 14 contains 6260 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 23908 members 
Mstep: Class 20 contains 77466 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 9429 members 
Mstep: Class 24 contains 54854 members 
Mstep: Class 25 contains 6056 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 930 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 18757 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1584 members 
Mstep: Class 35 contains 4866 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 2448 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938394.000000 Penalty: 83762.359375
Iteration 102Q: 40 clusters Score -3.093839e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81194 members 
Mstep: Class 4 contains 77279 members 
Mstep: Class 5 contains 68113 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 23981 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 1592 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 6420 members 
Mstep: Class 19 contains 23910 members 
Mstep: Class 20 contains 77493 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 54864 members 
Mstep: Class 25 contains 6063 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 932 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 18766 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1582 members 
Mstep: Class 35 contains 4868 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 2489 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938490.000000 Penalty: 83762.359375
Iteration 103Q: 40 clusters Score -3.093849e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77273 members 
Mstep: Class 5 contains 68096 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1590 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 14305 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5164 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 23908 members 
Mstep: Class 20 contains 77503 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 8651 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 54868 members 
Mstep: Class 25 contains 6068 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 4757 members 
Mstep: Class 29 contains 933 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 18774 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 4870 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 2523 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938468.000000 Penalty: 83762.359375
Iteration 104Q: 40 clusters Score -3.093847e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 81193 members 
Mstep: Class 4 contains 77265 members 
Mstep: Class 5 contains 68084 members 
Mstep: Class 6 contains 2395 members 
Mstep: Class 7 contains 23939 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1590 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5157 members 
Mstep: Class 18 contains 6428 members 
Mstep: Class 19 contains 23913 members 
Mstep: Class 20 contains 77515 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8649 members 
Mstep: Class 23 contains 9413 members 
Mstep: Class 24 contains 54870 members 
Mstep: Class 25 contains 6071 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 933 members 
Mstep: Class 30 contains 4249 members 
Mstep: Class 31 contains 18783 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4876 members 
Mstep: Class 36 contains 2266 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938476.000000 Penalty: 83762.359375
Iteration 105Q: 40 clusters Score -3.093848e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77257 members 
Mstep: Class 5 contains 68069 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 23917 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1590 members 
Mstep: Class 14 contains 6271 members 
Mstep: Class 15 contains 14329 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 23913 members 
Mstep: Class 20 contains 77526 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8647 members 
Mstep: Class 23 contains 9403 members 
Mstep: Class 24 contains 54869 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2328 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 934 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 18794 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4879 members 
Mstep: Class 36 contains 2269 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938504.000000 Penalty: 83762.359375
Iteration 106Q: 40 clusters Score -3.09385e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77251 members 
Mstep: Class 5 contains 68054 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 23897 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1591 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 23912 members 
Mstep: Class 20 contains 77535 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 9396 members 
Mstep: Class 24 contains 54869 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 934 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 18803 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 2561 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938548.000000 Penalty: 83762.359375
Iteration 107Q: 40 clusters Score -3.093855e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81192 members 
Mstep: Class 4 contains 77247 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 23880 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 77545 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 8663 members 
Mstep: Class 23 contains 9387 members 
Mstep: Class 24 contains 54872 members 
Mstep: Class 25 contains 6084 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2316 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 934 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 18811 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4883 members 
Mstep: Class 36 contains 2271 members 
Mstep: Class 37 contains 2562 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938550.000000 Penalty: 83762.359375
Iteration 108Q: 40 clusters Score -3.093855e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81193 members 
Mstep: Class 4 contains 77243 members 
Mstep: Class 5 contains 68024 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 4061 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 14361 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 23919 members 
Mstep: Class 20 contains 77556 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 9378 members 
Mstep: Class 24 contains 54872 members 
Mstep: Class 25 contains 6086 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 18816 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4885 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938560.000000 Penalty: 83762.359375
Iteration 109Q: 40 clusters Score -3.093856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77240 members 
Mstep: Class 5 contains 68010 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 23847 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 77567 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9369 members 
Mstep: Class 24 contains 54872 members 
Mstep: Class 25 contains 6088 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 18823 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4886 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938530.000000 Penalty: 83762.359375
Iteration 110Q: 40 clusters Score -3.093853e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77239 members 
Mstep: Class 5 contains 68002 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 23840 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 23921 members 
Mstep: Class 20 contains 77570 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 9366 members 
Mstep: Class 24 contains 54871 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4254 members 
Mstep: Class 31 contains 18832 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4888 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938540.000000 Penalty: 83762.359375
Iteration 111Q: 40 clusters Score -3.093854e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77237 members 
Mstep: Class 5 contains 67995 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4031 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 14371 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 77571 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9361 members 
Mstep: Class 24 contains 54871 members 
Mstep: Class 25 contains 6095 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 4890 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938580.000000 Penalty: 83762.359375
Iteration 112Q: 40 clusters Score -3.093858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77234 members 
Mstep: Class 5 contains 67984 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 23831 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 14375 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 23921 members 
Mstep: Class 20 contains 77573 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 54871 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4255 members 
Mstep: Class 31 contains 18846 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938566.000000 Penalty: 83762.359375
Iteration 113Q: 40 clusters Score -3.093857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77234 members 
Mstep: Class 5 contains 67977 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 23827 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5134 members 
Mstep: Class 18 contains 6465 members 
Mstep: Class 19 contains 23920 members 
Mstep: Class 20 contains 77575 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 54873 members 
Mstep: Class 25 contains 6097 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2279 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4257 members 
Mstep: Class 31 contains 18851 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1582 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938570.000000 Penalty: 83762.359375
Iteration 114Q: 40 clusters Score -3.093857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77235 members 
Mstep: Class 5 contains 67973 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 23822 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 77575 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6098 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4258 members 
Mstep: Class 31 contains 18852 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1583 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938576.000000 Penalty: 83762.359375
Iteration 115Q: 40 clusters Score -3.093858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77234 members 
Mstep: Class 5 contains 67967 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4031 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 14389 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5128 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 23923 members 
Mstep: Class 20 contains 77576 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 54878 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4259 members 
Mstep: Class 31 contains 18860 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938600.000000 Penalty: 83762.359375
Iteration 116Q: 40 clusters Score -3.09386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77232 members 
Mstep: Class 5 contains 67961 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 23813 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 23921 members 
Mstep: Class 20 contains 77578 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9349 members 
Mstep: Class 24 contains 54881 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 935 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 18865 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938592.000000 Penalty: 83762.359375
Iteration 117Q: 40 clusters Score -3.093859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77231 members 
Mstep: Class 5 contains 67959 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 23808 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14397 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5124 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 77580 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4259 members 
Mstep: Class 31 contains 18866 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938612.000000 Penalty: 83762.359375
Iteration 118Q: 40 clusters Score -3.093861e+07 nChanged 28
Entering ConstructFrom: 
Score: -30938612.000000 Penalty: 83762.359375
Entering ConstructFrom: 
Trying to split cluster 1 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -113823.289062 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -113823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111764.046875 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -111764 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -112203.007812 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -112203 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -112345.726562 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -112345.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -112446.554688 Penalty: 2459.387207
	Iteration 3F: 3 clusters Score -112446.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -112500.273438 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -112500.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -112552.742188 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -112552.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -112602.460938 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -112602.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -112631.109375 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -112631.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112652.750000 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -112652.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -112670.023438 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -112670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112679.328125 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -112679.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -112689.195312 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -112689.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -112700.304688 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -112700.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -112708.406250 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -112708.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -112717.781250 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -112717.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -112725.312500 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -112725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -112730.210938 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -112730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -112737.539062 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -112737.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -112743.609375 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -112743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112748.710938 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -112748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112750.796875 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -112750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -112753.070312 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -112753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -112755.406250 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -112755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -112757.445312 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -112757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -112758.460938 Penalty: 2459.387207
	Iteration 24Q: 3 clusters Score -112758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112758.742188 Penalty: 2459.387207
	Iteration 25Q: 3 clusters Score -112758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112758.742188 Penalty: 2459.387207
	Iteration 26F: 3 clusters Score -112758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -365040.625000 Penalty: 1424.766968
	Iteration 0F: 2 clusters Score -365040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -360097.531250 Penalty: 2849.533936
	Iteration 0F: 3 clusters Score -360097.5 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -361584.125000 Penalty: 2849.533936
	Iteration 1F: 3 clusters Score -361584.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -362024.687500 Penalty: 2849.533936
	Iteration 2F: 3 clusters Score -362024.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -362641.187500 Penalty: 2849.533936
	Iteration 3F: 3 clusters Score -362641.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -363261.468750 Penalty: 2849.533936
	Iteration 4F: 3 clusters Score -363261.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -363750.593750 Penalty: 2849.533936
	Iteration 5F: 3 clusters Score -363750.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -364063.843750 Penalty: 2849.533936
	Iteration 6F: 3 clusters Score -364063.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -364223.812500 Penalty: 2849.533936
	Iteration 7Q: 3 clusters Score -364223.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -364297.187500 Penalty: 2849.533936
	Iteration 8Q: 3 clusters Score -364297.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -364353.750000 Penalty: 2849.533936
	Iteration 9Q: 3 clusters Score -364353.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -364392.156250 Penalty: 2849.533936
	Iteration 10Q: 3 clusters Score -364392.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -364414.500000 Penalty: 2849.533936
	Iteration 11Q: 3 clusters Score -364414.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -364428.781250 Penalty: 2849.533936
	Iteration 12Q: 3 clusters Score -364428.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -364444.593750 Penalty: 2849.533936
	Iteration 13Q: 3 clusters Score -364444.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -364455.343750 Penalty: 2849.533936
	Iteration 14Q: 3 clusters Score -364455.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -364474.718750 Penalty: 2849.533936
	Iteration 15Q: 3 clusters Score -364474.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -364498.937500 Penalty: 2849.533936
	Iteration 16Q: 3 clusters Score -364498.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -364514.812500 Penalty: 2849.533936
	Iteration 17Q: 3 clusters Score -364514.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -364539.531250 Penalty: 2849.533936
	Iteration 18Q: 3 clusters Score -364539.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -364558.687500 Penalty: 2849.533936
	Iteration 19Q: 3 clusters Score -364558.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -364576.062500 Penalty: 2849.533936
	Iteration 20F: 3 clusters Score -364576.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -364587.718750 Penalty: 2849.533936
	Iteration 21Q: 3 clusters Score -364587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -364593.937500 Penalty: 2849.533936
	Iteration 22Q: 3 clusters Score -364593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -364600.156250 Penalty: 2849.533936
	Iteration 23Q: 3 clusters Score -364600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -364603.343750 Penalty: 2849.533936
	Iteration 24Q: 3 clusters Score -364603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -364605.843750 Penalty: 2849.533936
	Iteration 25Q: 3 clusters Score -364605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -364607.406250 Penalty: 2849.533936
	Iteration 26Q: 3 clusters Score -364607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -364608.406250 Penalty: 2849.533936
	Iteration 27Q: 3 clusters Score -364608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -364611.687500 Penalty: 2849.533936
	Iteration 28Q: 3 clusters Score -364611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -364613.531250 Penalty: 2849.533936
	Iteration 29Q: 3 clusters Score -364613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -364616.375000 Penalty: 2849.533936
	Iteration 30Q: 3 clusters Score -364616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -364618.687500 Penalty: 2849.533936
	Iteration 31Q: 3 clusters Score -364618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -364621.562500 Penalty: 2849.533936
	Iteration 32Q: 3 clusters Score -364621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -364622.968750 Penalty: 2849.533936
	Iteration 33Q: 3 clusters Score -364623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -364626.562500 Penalty: 2849.533936
	Iteration 34Q: 3 clusters Score -364626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -364635.156250 Penalty: 2849.533936
	Iteration 35Q: 3 clusters Score -364635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -364644.531250 Penalty: 2849.533936
	Iteration 36Q: 3 clusters Score -364644.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -364666.000000 Penalty: 2849.533936
	Iteration 37Q: 3 clusters Score -364666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -364705.062500 Penalty: 2849.533936
	Iteration 38Q: 3 clusters Score -364705.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -364742.718750 Penalty: 2849.533936
	Iteration 39Q: 3 clusters Score -364742.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -364792.656250 Penalty: 2849.533936
	Iteration 40F: 3 clusters Score -364792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -364825.093750 Penalty: 2849.533936
	Iteration 41Q: 3 clusters Score -364825.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -364845.687500 Penalty: 2849.533936
	Iteration 42Q: 3 clusters Score -364845.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -364865.718750 Penalty: 2849.533936
	Iteration 43Q: 3 clusters Score -364865.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -364883.843750 Penalty: 2849.533936
	Iteration 44Q: 3 clusters Score -364883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -364899.218750 Penalty: 2849.533936
	Iteration 45Q: 3 clusters Score -364899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -364914.031250 Penalty: 2849.533936
	Iteration 46Q: 3 clusters Score -364914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -364937.406250 Penalty: 2849.533936
	Iteration 47Q: 3 clusters Score -364937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -364955.125000 Penalty: 2849.533936
	Iteration 48Q: 3 clusters Score -364955.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -364969.343750 Penalty: 2849.533936
	Iteration 49Q: 3 clusters Score -364969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -364985.187500 Penalty: 2849.533936
	Iteration 50Q: 3 clusters Score -364985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -364992.437500 Penalty: 2849.533936
	Iteration 51Q: 3 clusters Score -364992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -364994.500000 Penalty: 2849.533936
	Iteration 52Q: 3 clusters Score -364994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -364996.312500 Penalty: 2849.533936
	Iteration 53Q: 3 clusters Score -364996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -364996.312500 Penalty: 2849.533936
	Iteration 54F: 3 clusters Score -364996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Entering Unmasked Estep 
Score: -4809369.000000 Penalty: 1837.008911
	Iteration 0F: 2 clusters Score -4809369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -4755109.000000 Penalty: 3674.017822
	Iteration 0F: 3 clusters Score -4755109 nChanged 38764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4777294.500000 Penalty: 3674.017822
	Iteration 1F: 3 clusters Score -4777294 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -4777851.000000 Penalty: 3674.017822
	Iteration 2Q: 3 clusters Score -4777851 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -4778542.500000 Penalty: 3674.017822
	Iteration 3Q: 3 clusters Score -4778542 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4779559.500000 Penalty: 3674.017822
	Iteration 4Q: 3 clusters Score -4779560 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4780952.000000 Penalty: 3674.017822
	Iteration 5Q: 3 clusters Score -4780952 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4783177.500000 Penalty: 3674.017822
	Iteration 6F: 3 clusters Score -4783178 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4786640.000000 Penalty: 3674.017822
	Iteration 7F: 3 clusters Score -4786640 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4791272.000000 Penalty: 3674.017822
	Iteration 8F: 3 clusters Score -4791272 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4796178.500000 Penalty: 3674.017822
	Iteration 9F: 3 clusters Score -4796178 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4800487.000000 Penalty: 3674.017822
	Iteration 10F: 3 clusters Score -4800487 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4803723.500000 Penalty: 3674.017822
	Iteration 11Q: 3 clusters Score -4803724 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4805672.000000 Penalty: 3674.017822
	Iteration 12Q: 3 clusters Score -4805672 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4806694.000000 Penalty: 3674.017822
	Iteration 13Q: 3 clusters Score -4806694 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4807194.000000 Penalty: 3674.017822
	Iteration 14Q: 3 clusters Score -4807194 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4807450.000000 Penalty: 3674.017822
	Iteration 15Q: 3 clusters Score -4807450 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4807553.000000 Penalty: 3674.017822
	Iteration 16Q: 3 clusters Score -4807553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4807616.500000 Penalty: 3674.017822
	Iteration 17Q: 3 clusters Score -4807616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4807662.000000 Penalty: 3674.017822
	Iteration 18Q: 3 clusters Score -4807662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4807704.500000 Penalty: 3674.017822
	Iteration 19Q: 3 clusters Score -4807704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4807717.000000 Penalty: 3674.017822
	Iteration 20F: 3 clusters Score -4807717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4807739.500000 Penalty: 3674.017822
	Iteration 21Q: 3 clusters Score -4807740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4807744.000000 Penalty: 3674.017822
	Iteration 22Q: 3 clusters Score -4807744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4807757.000000 Penalty: 3674.017822
	Iteration 23Q: 3 clusters Score -4807757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4807766.500000 Penalty: 3674.017822
	Iteration 24Q: 3 clusters Score -4807766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4807775.000000 Penalty: 3674.017822
	Iteration 25Q: 3 clusters Score -4807775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4807783.500000 Penalty: 3674.017822
	Iteration 26Q: 3 clusters Score -4807784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4807778.000000 Penalty: 3674.017822
	Iteration 27Q: 3 clusters Score -4807778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4807778.500000 Penalty: 3674.017822
	Iteration 28Q: 3 clusters Score -4807778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4807786.500000 Penalty: 3674.017822
	Iteration 29Q: 3 clusters Score -4807786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4807793.500000 Penalty: 3674.017822
	Iteration 30Q: 3 clusters Score -4807794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4807794.500000 Penalty: 3674.017822
	Iteration 31Q: 3 clusters Score -4807794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4807797.500000 Penalty: 3674.017822
	Iteration 32Q: 3 clusters Score -4807798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4807800.000000 Penalty: 3674.017822
	Iteration 33Q: 3 clusters Score -4807800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4807803.500000 Penalty: 3674.017822
	Iteration 34Q: 3 clusters Score -4807804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4807803.500000 Penalty: 3674.017822
	Iteration 35F: 3 clusters Score -4807804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Entering Unmasked Estep 
Score: -4678391.000000 Penalty: 1828.859131
	Iteration 0F: 2 clusters Score -4678391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -4626816.000000 Penalty: 3657.718262
	Iteration 0F: 3 clusters Score -4626816 nChanged 36756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -4647596.000000 Penalty: 3657.718262
	Iteration 1F: 3 clusters Score -4647596 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4648127.500000 Penalty: 3657.718262
	Iteration 2Q: 3 clusters Score -4648128 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4648762.000000 Penalty: 3657.718262
	Iteration 3Q: 3 clusters Score -4648762 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -4649592.000000 Penalty: 3657.718262
	Iteration 4Q: 3 clusters Score -4649592 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -4650987.500000 Penalty: 3657.718262
	Iteration 5Q: 3 clusters Score -4650988 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -4653553.000000 Penalty: 3657.718262
	Iteration 6F: 3 clusters Score -4653553 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -4658112.000000 Penalty: 3657.718262
	Iteration 7F: 3 clusters Score -4658112 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -4664359.500000 Penalty: 3657.718262
	Iteration 8F: 3 clusters Score -4664360 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -4670071.000000 Penalty: 3657.718262
	Iteration 9F: 3 clusters Score -4670071 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -4673705.500000 Penalty: 3657.718262
	Iteration 10F: 3 clusters Score -4673706 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -4675434.500000 Penalty: 3657.718262
	Iteration 11Q: 3 clusters Score -4675434 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -4676181.500000 Penalty: 3657.718262
	Iteration 12Q: 3 clusters Score -4676182 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -4676472.000000 Penalty: 3657.718262
	Iteration 13Q: 3 clusters Score -4676472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -4676619.500000 Penalty: 3657.718262
	Iteration 14Q: 3 clusters Score -4676620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -4676716.000000 Penalty: 3657.718262
	Iteration 15Q: 3 clusters Score -4676716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -4676780.500000 Penalty: 3657.718262
	Iteration 16Q: 3 clusters Score -4676780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -4676807.500000 Penalty: 3657.718262
	Iteration 17Q: 3 clusters Score -4676808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -4676836.500000 Penalty: 3657.718262
	Iteration 18Q: 3 clusters Score -4676836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -4676850.000000 Penalty: 3657.718262
	Iteration 19Q: 3 clusters Score -4676850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -4676849.000000 Penalty: 3657.718262
	Iteration 20F: 3 clusters Score -4676849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -4676858.500000 Penalty: 3657.718262
	Iteration 21Q: 3 clusters Score -4676858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -4676857.500000 Penalty: 3657.718262
	Iteration 22Q: 3 clusters Score -4676858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -4676865.500000 Penalty: 3657.718262
	Iteration 23Q: 3 clusters Score -4676866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -4676865.000000 Penalty: 3657.718262
	Iteration 24Q: 3 clusters Score -4676865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -4676865.000000 Penalty: 3657.718262
	Iteration 25F: 3 clusters Score -4676865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Entering Unmasked Estep 
Score: -4101526.750000 Penalty: 1808.067871
	Iteration 0F: 2 clusters Score -4101527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4055976.000000 Penalty: 3616.135742
	Iteration 0F: 3 clusters Score -4055976 nChanged 32043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4074685.250000 Penalty: 3616.135742
	Iteration 1F: 3 clusters Score -4074685 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4075563.250000 Penalty: 3616.135742
	Iteration 2Q: 3 clusters Score -4075563 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -4077018.000000 Penalty: 3616.135742
	Iteration 3Q: 3 clusters Score -4077018 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -4079381.000000 Penalty: 3616.135742
	Iteration 4F: 3 clusters Score -4079381 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -4082903.000000 Penalty: 3616.135742
	Iteration 5F: 3 clusters Score -4082903 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -4087137.250000 Penalty: 3616.135742
	Iteration 6F: 3 clusters Score -4087137 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -4091112.750000 Penalty: 3616.135742
	Iteration 7F: 3 clusters Score -4091113 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -4094441.000000 Penalty: 3616.135742
	Iteration 8F: 3 clusters Score -4094441 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -4096836.250000 Penalty: 3616.135742
	Iteration 9Q: 3 clusters Score -4096836 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -4098379.500000 Penalty: 3616.135742
	Iteration 10Q: 3 clusters Score -4098380 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -4099196.500000 Penalty: 3616.135742
	Iteration 11Q: 3 clusters Score -4099196 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -4099576.750000 Penalty: 3616.135742
	Iteration 12Q: 3 clusters Score -4099577 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -4099735.250000 Penalty: 3616.135742
	Iteration 13Q: 3 clusters Score -4099735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -4099815.500000 Penalty: 3616.135742
	Iteration 14Q: 3 clusters Score -4099816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -4099873.500000 Penalty: 3616.135742
	Iteration 15Q: 3 clusters Score -4099874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -4099909.250000 Penalty: 3616.135742
	Iteration 16Q: 3 clusters Score -4099909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -4099953.500000 Penalty: 3616.135742
	Iteration 17Q: 3 clusters Score -4099954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -4099971.500000 Penalty: 3616.135742
	Iteration 18Q: 3 clusters Score -4099972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -4099983.000000 Penalty: 3616.135742
	Iteration 19Q: 3 clusters Score -4099983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -4099996.500000 Penalty: 3616.135742
	Iteration 20F: 3 clusters Score -4099996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -4100002.500000 Penalty: 3616.135742
	Iteration 21Q: 3 clusters Score -4100002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -4100005.250000 Penalty: 3616.135742
	Iteration 22Q: 3 clusters Score -4100005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -4100002.250000 Penalty: 3616.135742
	Iteration 23Q: 3 clusters Score -4100002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -4100003.500000 Penalty: 3616.135742
	Iteration 24Q: 3 clusters Score -4100004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -4100013.250000 Penalty: 3616.135742
	Iteration 25Q: 3 clusters Score -4100013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -4100012.500000 Penalty: 3616.135742
	Iteration 26Q: 3 clusters Score -4100012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -4100016.750000 Penalty: 3616.135742
	Iteration 27Q: 3 clusters Score -4100017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -4100023.250000 Penalty: 3616.135742
	Iteration 28Q: 3 clusters Score -4100023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -4100025.250000 Penalty: 3616.135742
	Iteration 29Q: 3 clusters Score -4100025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -4100023.000000 Penalty: 3616.135742
	Iteration 30Q: 3 clusters Score -4100023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -4100023.500000 Penalty: 3616.135742
	Iteration 31Q: 3 clusters Score -4100024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -4100025.250000 Penalty: 3616.135742
	Iteration 32Q: 3 clusters Score -4100025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -4100027.000000 Penalty: 3616.135742
	Iteration 33Q: 3 clusters Score -4100027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -4100026.500000 Penalty: 3616.135742
	Iteration 34Q: 3 clusters Score -4100026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -4100026.500000 Penalty: 3616.135742
	Iteration 35F: 3 clusters Score -4100026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -130849.718750 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -130849.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128531.789062 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -128531.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -129071.617188 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -129071.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -129264.953125 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -129265 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -129482.046875 Penalty: 2527.510010
	Iteration 3F: 3 clusters Score -129482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -129705.382812 Penalty: 2527.510010
	Iteration 4F: 3 clusters Score -129705.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -129849.796875 Penalty: 2527.510010
	Iteration 5F: 3 clusters Score -129849.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -129980.890625 Penalty: 2527.510010
	Iteration 6F: 3 clusters Score -129980.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -130096.562500 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -130096.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -130210.578125 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -130210.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130312.164062 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -130312.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -130425.171875 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -130425.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130517.453125 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -130517.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -130615.578125 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -130615.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130737.031250 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -130737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -130829.742188 Penalty: 2527.510010
	Iteration 14Q: 3 clusters Score -130829.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130879.171875 Penalty: 2527.510010
	Iteration 15Q: 3 clusters Score -130879.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130916.875000 Penalty: 2527.510010
	Iteration 16Q: 3 clusters Score -130916.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130942.437500 Penalty: 2527.510010
	Iteration 17Q: 3 clusters Score -130942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -130965.843750 Penalty: 2527.510010
	Iteration 18Q: 3 clusters Score -130965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -130982.578125 Penalty: 2527.510010
	Iteration 19Q: 3 clusters Score -130982.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130998.851562 Penalty: 2527.510010
	Iteration 20F: 3 clusters Score -130998.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131014.187500 Penalty: 2527.510010
	Iteration 21Q: 3 clusters Score -131014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -131019.187500 Penalty: 2527.510010
	Iteration 22Q: 3 clusters Score -131019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -131023.015625 Penalty: 2527.510010
	Iteration 23Q: 3 clusters Score -131023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131031.085938 Penalty: 2527.510010
	Iteration 24Q: 3 clusters Score -131031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131033.554688 Penalty: 2527.510010
	Iteration 25Q: 3 clusters Score -131033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131034.820312 Penalty: 2527.510010
	Iteration 26Q: 3 clusters Score -131034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131034.820312 Penalty: 2527.510010
	Iteration 27F: 3 clusters Score -131034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77228 members 
Mstep: Class 5 contains 67953 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 23806 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 23924 members 
Mstep: Class 20 contains 77581 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 642 members 
Entering Unmasked Estep 
Score: -30937892.000000 Penalty: 85910.117188
Splitting cluster 6 changes total score from -30938612.000000 to -30937892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (23806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Entering Unmasked Estep 
Score: -1406701.375000 Penalty: 1637.625122
	Iteration 0F: 2 clusters Score -1406701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1390759.125000 Penalty: 3275.250244
	Iteration 0F: 3 clusters Score -1390759 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1397436.500000 Penalty: 3275.250244
	Iteration 1F: 3 clusters Score -1397436 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1399016.250000 Penalty: 3275.250244
	Iteration 2F: 3 clusters Score -1399016 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1401048.375000 Penalty: 3275.250244
	Iteration 3F: 3 clusters Score -1401048 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1403082.875000 Penalty: 3275.250244
	Iteration 4F: 3 clusters Score -1403083 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1404526.750000 Penalty: 3275.250244
	Iteration 5F: 3 clusters Score -1404527 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1405490.375000 Penalty: 3275.250244
	Iteration 6F: 3 clusters Score -1405490 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1406108.750000 Penalty: 3275.250244
	Iteration 7Q: 3 clusters Score -1406109 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1406490.750000 Penalty: 3275.250244
	Iteration 8Q: 3 clusters Score -1406491 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1406714.000000 Penalty: 3275.250244
	Iteration 9Q: 3 clusters Score -1406714 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1406835.875000 Penalty: 3275.250244
	Iteration 10Q: 3 clusters Score -1406836 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1406902.500000 Penalty: 3275.250244
	Iteration 11Q: 3 clusters Score -1406902 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1406952.250000 Penalty: 3275.250244
	Iteration 12Q: 3 clusters Score -1406952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1406969.875000 Penalty: 3275.250244
	Iteration 13Q: 3 clusters Score -1406970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1406987.250000 Penalty: 3275.250244
	Iteration 14Q: 3 clusters Score -1406987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1407008.625000 Penalty: 3275.250244
	Iteration 15Q: 3 clusters Score -1407009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1407024.750000 Penalty: 3275.250244
	Iteration 16Q: 3 clusters Score -1407025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1407038.750000 Penalty: 3275.250244
	Iteration 17Q: 3 clusters Score -1407039 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1407043.875000 Penalty: 3275.250244
	Iteration 18Q: 3 clusters Score -1407044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1407056.625000 Penalty: 3275.250244
	Iteration 19Q: 3 clusters Score -1407057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1407059.125000 Penalty: 3275.250244
	Iteration 20F: 3 clusters Score -1407059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1407062.625000 Penalty: 3275.250244
	Iteration 21Q: 3 clusters Score -1407063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1407071.875000 Penalty: 3275.250244
	Iteration 22Q: 3 clusters Score -1407072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1407080.750000 Penalty: 3275.250244
	Iteration 23Q: 3 clusters Score -1407081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1407084.750000 Penalty: 3275.250244
	Iteration 24Q: 3 clusters Score -1407085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1407095.625000 Penalty: 3275.250244
	Iteration 25Q: 3 clusters Score -1407096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1407096.500000 Penalty: 3275.250244
	Iteration 26Q: 3 clusters Score -1407096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1407110.500000 Penalty: 3275.250244
	Iteration 27Q: 3 clusters Score -1407110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1407115.625000 Penalty: 3275.250244
	Iteration 28Q: 3 clusters Score -1407116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1407121.375000 Penalty: 3275.250244
	Iteration 29Q: 3 clusters Score -1407121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1407128.250000 Penalty: 3275.250244
	Iteration 30Q: 3 clusters Score -1407128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1407138.000000 Penalty: 3275.250244
	Iteration 31Q: 3 clusters Score -1407138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1407151.000000 Penalty: 3275.250244
	Iteration 32Q: 3 clusters Score -1407151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1407158.500000 Penalty: 3275.250244
	Iteration 33Q: 3 clusters Score -1407158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1407162.250000 Penalty: 3275.250244
	Iteration 34Q: 3 clusters Score -1407162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1407171.125000 Penalty: 3275.250244
	Iteration 35Q: 3 clusters Score -1407171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1407175.625000 Penalty: 3275.250244
	Iteration 36Q: 3 clusters Score -1407176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1407191.000000 Penalty: 3275.250244
	Iteration 37Q: 3 clusters Score -1407191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1407193.375000 Penalty: 3275.250244
	Iteration 38Q: 3 clusters Score -1407193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1407198.250000 Penalty: 3275.250244
	Iteration 39Q: 3 clusters Score -1407198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1407207.000000 Penalty: 3275.250244
	Iteration 40F: 3 clusters Score -1407207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1407209.875000 Penalty: 3275.250244
	Iteration 41Q: 3 clusters Score -1407210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1407209.750000 Penalty: 3275.250244
	Iteration 42Q: 3 clusters Score -1407210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1407213.625000 Penalty: 3275.250244
	Iteration 43Q: 3 clusters Score -1407214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1407220.375000 Penalty: 3275.250244
	Iteration 44Q: 3 clusters Score -1407220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1407222.125000 Penalty: 3275.250244
	Iteration 45Q: 3 clusters Score -1407222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1407220.625000 Penalty: 3275.250244
	Iteration 46Q: 3 clusters Score -1407221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1407223.250000 Penalty: 3275.250244
	Iteration 47Q: 3 clusters Score -1407223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1407226.125000 Penalty: 3275.250244
	Iteration 48Q: 3 clusters Score -1407226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1407227.500000 Penalty: 3275.250244
	Iteration 49Q: 3 clusters Score -1407228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1407231.250000 Penalty: 3275.250244
	Iteration 50Q: 3 clusters Score -1407231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1407229.500000 Penalty: 3275.250244
	Iteration 51Q: 3 clusters Score -1407230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1407230.125000 Penalty: 3275.250244
	Iteration 52Q: 3 clusters Score -1407230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1407230.625000 Penalty: 3275.250244
	Iteration 53Q: 3 clusters Score -1407231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1407232.625000 Penalty: 3275.250244
	Iteration 54Q: 3 clusters Score -1407233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1407233.875000 Penalty: 3275.250244
	Iteration 55Q: 3 clusters Score -1407234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1407238.750000 Penalty: 3275.250244
	Iteration 56Q: 3 clusters Score -1407239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1407241.875000 Penalty: 3275.250244
	Iteration 57Q: 3 clusters Score -1407242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1407236.625000 Penalty: 3275.250244
	Iteration 58Q: 3 clusters Score -1407237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1407237.625000 Penalty: 3275.250244
	Iteration 59Q: 3 clusters Score -1407238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1407241.000000 Penalty: 3275.250244
	Iteration 60F: 3 clusters Score -1407241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1407240.375000 Penalty: 3275.250244
	Iteration 61Q: 3 clusters Score -1407240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1407240.000000 Penalty: 3275.250244
	Iteration 62Q: 3 clusters Score -1407240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1407240.000000 Penalty: 3275.250244
	Iteration 63F: 3 clusters Score -1407240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77228 members 
Mstep: Class 5 contains 67953 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 23924 members 
Mstep: Class 20 contains 77581 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8089 members 
Entering Unmasked Estep 
Score: -30938614.000000 Penalty: 85910.117188
Splitting cluster 7 changes total score from -30938612.000000 to -30938614.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -218100.015625 Penalty: 1350.162476
	Iteration 0F: 2 clusters Score -218100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -214738.062500 Penalty: 2700.324951
	Iteration 0F: 3 clusters Score -214738.1 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -215664.296875 Penalty: 2700.324951
	Iteration 1F: 3 clusters Score -215664.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -215895.296875 Penalty: 2700.324951
	Iteration 2F: 3 clusters Score -215895.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216031.718750 Penalty: 2700.324951
	Iteration 3F: 3 clusters Score -216031.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -216122.546875 Penalty: 2700.324951
	Iteration 4Q: 3 clusters Score -216122.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -216205.093750 Penalty: 2700.324951
	Iteration 5Q: 3 clusters Score -216205.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -216272.000000 Penalty: 2700.324951
	Iteration 6Q: 3 clusters Score -216272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -216326.812500 Penalty: 2700.324951
	Iteration 7Q: 3 clusters Score -216326.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -216372.578125 Penalty: 2700.324951
	Iteration 8Q: 3 clusters Score -216372.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -216421.109375 Penalty: 2700.324951
	Iteration 9Q: 3 clusters Score -216421.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -216472.078125 Penalty: 2700.324951
	Iteration 10Q: 3 clusters Score -216472.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -216514.187500 Penalty: 2700.324951
	Iteration 11Q: 3 clusters Score -216514.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -216550.046875 Penalty: 2700.324951
	Iteration 12Q: 3 clusters Score -216550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -216582.218750 Penalty: 2700.324951
	Iteration 13Q: 3 clusters Score -216582.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -216620.859375 Penalty: 2700.324951
	Iteration 14Q: 3 clusters Score -216620.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -216650.781250 Penalty: 2700.324951
	Iteration 15Q: 3 clusters Score -216650.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -216670.937500 Penalty: 2700.324951
	Iteration 16Q: 3 clusters Score -216670.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -216685.265625 Penalty: 2700.324951
	Iteration 17Q: 3 clusters Score -216685.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -216695.703125 Penalty: 2700.324951
	Iteration 18Q: 3 clusters Score -216695.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -216704.343750 Penalty: 2700.324951
	Iteration 19Q: 3 clusters Score -216704.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -216715.062500 Penalty: 2700.324951
	Iteration 20F: 3 clusters Score -216715.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -216728.562500 Penalty: 2700.324951
	Iteration 21Q: 3 clusters Score -216728.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -216735.828125 Penalty: 2700.324951
	Iteration 22Q: 3 clusters Score -216735.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -216743.593750 Penalty: 2700.324951
	Iteration 23Q: 3 clusters Score -216743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -216747.718750 Penalty: 2700.324951
	Iteration 24Q: 3 clusters Score -216747.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -216752.250000 Penalty: 2700.324951
	Iteration 25Q: 3 clusters Score -216752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -216755.890625 Penalty: 2700.324951
	Iteration 26Q: 3 clusters Score -216755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -216758.781250 Penalty: 2700.324951
	Iteration 27Q: 3 clusters Score -216758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -216762.265625 Penalty: 2700.324951
	Iteration 28Q: 3 clusters Score -216762.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -216765.265625 Penalty: 2700.324951
	Iteration 29Q: 3 clusters Score -216765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -216766.687500 Penalty: 2700.324951
	Iteration 30Q: 3 clusters Score -216766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -216768.109375 Penalty: 2700.324951
	Iteration 31Q: 3 clusters Score -216768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -216769.390625 Penalty: 2700.324951
	Iteration 32Q: 3 clusters Score -216769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -216769.437500 Penalty: 2700.324951
	Iteration 33Q: 3 clusters Score -216769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -216769.984375 Penalty: 2700.324951
	Iteration 34Q: 3 clusters Score -216770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -216770.296875 Penalty: 2700.324951
	Iteration 35Q: 3 clusters Score -216770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -216771.453125 Penalty: 2700.324951
	Iteration 36Q: 3 clusters Score -216771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -216772.218750 Penalty: 2700.324951
	Iteration 37Q: 3 clusters Score -216772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -216773.406250 Penalty: 2700.324951
	Iteration 38Q: 3 clusters Score -216773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -216773.984375 Penalty: 2700.324951
	Iteration 39Q: 3 clusters Score -216774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -216774.718750 Penalty: 2700.324951
	Iteration 40F: 3 clusters Score -216774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -216774.656250 Penalty: 2700.324951
	Iteration 41Q: 3 clusters Score -216774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -216775.578125 Penalty: 2700.324951
	Iteration 42Q: 3 clusters Score -216775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -216776.406250 Penalty: 2700.324951
	Iteration 43Q: 3 clusters Score -216776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -216777.515625 Penalty: 2700.324951
	Iteration 44Q: 3 clusters Score -216777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -216778.781250 Penalty: 2700.324951
	Iteration 45Q: 3 clusters Score -216778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -216780.515625 Penalty: 2700.324951
	Iteration 46Q: 3 clusters Score -216780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -216781.890625 Penalty: 2700.324951
	Iteration 47Q: 3 clusters Score -216781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -216785.109375 Penalty: 2700.324951
	Iteration 48Q: 3 clusters Score -216785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -216789.375000 Penalty: 2700.324951
	Iteration 49Q: 3 clusters Score -216789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -216792.484375 Penalty: 2700.324951
	Iteration 50Q: 3 clusters Score -216792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -216794.234375 Penalty: 2700.324951
	Iteration 51Q: 3 clusters Score -216794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -216796.609375 Penalty: 2700.324951
	Iteration 52Q: 3 clusters Score -216796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -216797.875000 Penalty: 2700.324951
	Iteration 53Q: 3 clusters Score -216797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -216799.078125 Penalty: 2700.324951
	Iteration 54Q: 3 clusters Score -216799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -216801.140625 Penalty: 2700.324951
	Iteration 55Q: 3 clusters Score -216801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -216803.671875 Penalty: 2700.324951
	Iteration 56Q: 3 clusters Score -216803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -216804.546875 Penalty: 2700.324951
	Iteration 57Q: 3 clusters Score -216804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -216804.546875 Penalty: 2700.324951
	Iteration 58Q: 3 clusters Score -216804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -216805.140625 Penalty: 2700.324951
	Iteration 59Q: 3 clusters Score -216805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -216804.718750 Penalty: 2700.324951
	Iteration 60F: 3 clusters Score -216804.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -110895.062500 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -110895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -108571.875000 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -108571.9 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -109606.406250 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -109606.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -110136.156250 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -110136.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -110402.546875 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -110402.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -110545.351562 Penalty: 2559.290283
	Iteration 4F: 3 clusters Score -110545.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -110609.328125 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -110609.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -110662.265625 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -110662.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -110693.203125 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -110693.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -110705.226562 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -110705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -110711.156250 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -110711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -110719.406250 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -110719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -110727.039062 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -110727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -110730.867188 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -110730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -110733.531250 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -110733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -110734.312500 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -110734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -110734.312500 Penalty: 2559.290283
	Iteration 15F: 3 clusters Score -110734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -215984.078125 Penalty: 1330.707153
	Iteration 0F: 2 clusters Score -215984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -212865.984375 Penalty: 2661.414307
	Iteration 0F: 3 clusters Score -212866 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -213681.062500 Penalty: 2661.414307
	Iteration 1F: 3 clusters Score -213681.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -213875.093750 Penalty: 2661.414307
	Iteration 2F: 3 clusters Score -213875.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -213999.781250 Penalty: 2661.414307
	Iteration 3F: 3 clusters Score -213999.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -214100.921875 Penalty: 2661.414307
	Iteration 4Q: 3 clusters Score -214100.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -214224.796875 Penalty: 2661.414307
	Iteration 5Q: 3 clusters Score -214224.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -214358.546875 Penalty: 2661.414307
	Iteration 6Q: 3 clusters Score -214358.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -214495.968750 Penalty: 2661.414307
	Iteration 7Q: 3 clusters Score -214496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -214649.218750 Penalty: 2661.414307
	Iteration 8Q: 3 clusters Score -214649.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -214818.375000 Penalty: 2661.414307
	Iteration 9Q: 3 clusters Score -214818.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -214987.921875 Penalty: 2661.414307
	Iteration 10Q: 3 clusters Score -214987.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -215107.703125 Penalty: 2661.414307
	Iteration 11Q: 3 clusters Score -215107.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -215187.546875 Penalty: 2661.414307
	Iteration 12Q: 3 clusters Score -215187.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -215246.984375 Penalty: 2661.414307
	Iteration 13Q: 3 clusters Score -215247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -215286.484375 Penalty: 2661.414307
	Iteration 14Q: 3 clusters Score -215286.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -215308.734375 Penalty: 2661.414307
	Iteration 15Q: 3 clusters Score -215308.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -215332.843750 Penalty: 2661.414307
	Iteration 16Q: 3 clusters Score -215332.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -215352.093750 Penalty: 2661.414307
	Iteration 17Q: 3 clusters Score -215352.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -215360.171875 Penalty: 2661.414307
	Iteration 18Q: 3 clusters Score -215360.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -215365.484375 Penalty: 2661.414307
	Iteration 19Q: 3 clusters Score -215365.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -215370.906250 Penalty: 2661.414307
	Iteration 20F: 3 clusters Score -215370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -215373.453125 Penalty: 2661.414307
	Iteration 21Q: 3 clusters Score -215373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -215375.000000 Penalty: 2661.414307
	Iteration 22Q: 3 clusters Score -215375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -215376.187500 Penalty: 2661.414307
	Iteration 23Q: 3 clusters Score -215376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -215376.234375 Penalty: 2661.414307
	Iteration 24Q: 3 clusters Score -215376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -215377.687500 Penalty: 2661.414307
	Iteration 25Q: 3 clusters Score -215377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -215378.265625 Penalty: 2661.414307
	Iteration 26Q: 3 clusters Score -215378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -215378.265625 Penalty: 2661.414307
	Iteration 27F: 3 clusters Score -215378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -90561.343750 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -90561.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -88715.671875 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -88715.67 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -89077.320312 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -89077.32 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -89183.195312 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -89183.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89252.414062 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -89252.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -89306.093750 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -89306.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89332.218750 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -89332.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89355.257812 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -89355.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89381.390625 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -89381.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89404.046875 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -89404.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89420.156250 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -89420.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -89434.164062 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -89434.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -89446.882812 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -89446.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -89466.164062 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -89466.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89476.898438 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -89476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -89487.570312 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -89487.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89493.601562 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -89493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89500.046875 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -89500.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89506.875000 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -89506.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89514.367188 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -89514.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89519.195312 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -89519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89524.320312 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -89524.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89528.234375 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -89528.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89536.453125 Penalty: 2400.804199
	Iteration 22Q: 3 clusters Score -89536.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89544.242188 Penalty: 2400.804199
	Iteration 23Q: 3 clusters Score -89544.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -89547.960938 Penalty: 2400.804199
	Iteration 24Q: 3 clusters Score -89547.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89552.179688 Penalty: 2400.804199
	Iteration 25Q: 3 clusters Score -89552.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89554.820312 Penalty: 2400.804199
	Iteration 26Q: 3 clusters Score -89554.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -89556.835938 Penalty: 2400.804199
	Iteration 27Q: 3 clusters Score -89556.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -89557.265625 Penalty: 2400.804199
	Iteration 28Q: 3 clusters Score -89557.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -89557.265625 Penalty: 2400.804199
	Iteration 29F: 3 clusters Score -89557.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -236836.843750 Penalty: 1348.876343
	Iteration 0F: 2 clusters Score -236836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -233511.796875 Penalty: 2697.752686
	Iteration 0F: 3 clusters Score -233511.8 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -234467.750000 Penalty: 2697.752686
	Iteration 1F: 3 clusters Score -234467.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -234675.796875 Penalty: 2697.752686
	Iteration 2F: 3 clusters Score -234675.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -234849.968750 Penalty: 2697.752686
	Iteration 3F: 3 clusters Score -234850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -235020.984375 Penalty: 2697.752686
	Iteration 4F: 3 clusters Score -235021 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -235184.125000 Penalty: 2697.752686
	Iteration 5F: 3 clusters Score -235184.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -235347.359375 Penalty: 2697.752686
	Iteration 6Q: 3 clusters Score -235347.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -235511.437500 Penalty: 2697.752686
	Iteration 7F: 3 clusters Score -235511.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -235652.031250 Penalty: 2697.752686
	Iteration 8Q: 3 clusters Score -235652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -235807.750000 Penalty: 2697.752686
	Iteration 9Q: 3 clusters Score -235807.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -235993.093750 Penalty: 2697.752686
	Iteration 10Q: 3 clusters Score -235993.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -236172.843750 Penalty: 2697.752686
	Iteration 11Q: 3 clusters Score -236172.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -236360.515625 Penalty: 2697.752686
	Iteration 12Q: 3 clusters Score -236360.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236500.671875 Penalty: 2697.752686
	Iteration 13Q: 3 clusters Score -236500.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236573.031250 Penalty: 2697.752686
	Iteration 14Q: 3 clusters Score -236573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236602.187500 Penalty: 2697.752686
	Iteration 15Q: 3 clusters Score -236602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -236612.156250 Penalty: 2697.752686
	Iteration 16Q: 3 clusters Score -236612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -236622.656250 Penalty: 2697.752686
	Iteration 17Q: 3 clusters Score -236622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -236629.421875 Penalty: 2697.752686
	Iteration 18Q: 3 clusters Score -236629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -236634.468750 Penalty: 2697.752686
	Iteration 19Q: 3 clusters Score -236634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -236636.890625 Penalty: 2697.752686
	Iteration 20F: 3 clusters Score -236636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -236637.718750 Penalty: 2697.752686
	Iteration 21Q: 3 clusters Score -236637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236638.859375 Penalty: 2697.752686
	Iteration 22Q: 3 clusters Score -236638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -236639.531250 Penalty: 2697.752686
	Iteration 23Q: 3 clusters Score -236639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -236639.843750 Penalty: 2697.752686
	Iteration 24Q: 3 clusters Score -236639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236639.921875 Penalty: 2697.752686
	Iteration 25Q: 3 clusters Score -236639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236639.921875 Penalty: 2697.752686
	Iteration 26F: 3 clusters Score -236639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -87896.546875 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -87896.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -86087.773438 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -86087.77 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -86491.984375 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -86491.98 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -86641.140625 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -86641.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -86768.703125 Penalty: 2394.710449
	Iteration 3F: 3 clusters Score -86768.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -86886.000000 Penalty: 2394.710449
	Iteration 4F: 3 clusters Score -86886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87041.265625 Penalty: 2394.710449
	Iteration 5F: 3 clusters Score -87041.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87314.351562 Penalty: 2394.710449
	Iteration 6F: 3 clusters Score -87314.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87597.593750 Penalty: 2394.710449
	Iteration 7F: 3 clusters Score -87597.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87763.320312 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -87763.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87797.515625 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -87797.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -87820.953125 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -87820.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -87841.265625 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -87841.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -87855.382812 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -87855.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -87862.968750 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -87862.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -87868.031250 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -87868.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -87871.062500 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -87871.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -87874.445312 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -87874.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -87876.156250 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -87876.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -87877.054688 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -87877.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -87877.054688 Penalty: 2394.710449
	Iteration 19F: 3 clusters Score -87877.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -372523.156250 Penalty: 1421.108643
	Iteration 0F: 2 clusters Score -372523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -367781.531250 Penalty: 2842.217285
	Iteration 0F: 3 clusters Score -367781.5 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -369149.250000 Penalty: 2842.217285
	Iteration 1F: 3 clusters Score -369149.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -369385.656250 Penalty: 2842.217285
	Iteration 2F: 3 clusters Score -369385.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -369552.718750 Penalty: 2842.217285
	Iteration 3F: 3 clusters Score -369552.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -369694.187500 Penalty: 2842.217285
	Iteration 4Q: 3 clusters Score -369694.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -369857.187500 Penalty: 2842.217285
	Iteration 5Q: 3 clusters Score -369857.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -370023.562500 Penalty: 2842.217285
	Iteration 6Q: 3 clusters Score -370023.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -370183.750000 Penalty: 2842.217285
	Iteration 7Q: 3 clusters Score -370183.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -370355.312500 Penalty: 2842.217285
	Iteration 8Q: 3 clusters Score -370355.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -370548.000000 Penalty: 2842.217285
	Iteration 9Q: 3 clusters Score -370548 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -370724.312500 Penalty: 2842.217285
	Iteration 10Q: 3 clusters Score -370724.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -370873.531250 Penalty: 2842.217285
	Iteration 11Q: 3 clusters Score -370873.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -370979.093750 Penalty: 2842.217285
	Iteration 12Q: 3 clusters Score -370979.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -371052.937500 Penalty: 2842.217285
	Iteration 13Q: 3 clusters Score -371052.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -371120.093750 Penalty: 2842.217285
	Iteration 14Q: 3 clusters Score -371120.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -371177.781250 Penalty: 2842.217285
	Iteration 15Q: 3 clusters Score -371177.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -371212.781250 Penalty: 2842.217285
	Iteration 16Q: 3 clusters Score -371212.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -371240.937500 Penalty: 2842.217285
	Iteration 17Q: 3 clusters Score -371240.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -371259.625000 Penalty: 2842.217285
	Iteration 18Q: 3 clusters Score -371259.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -371269.250000 Penalty: 2842.217285
	Iteration 19Q: 3 clusters Score -371269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -371279.531250 Penalty: 2842.217285
	Iteration 20F: 3 clusters Score -371279.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -371285.656250 Penalty: 2842.217285
	Iteration 21Q: 3 clusters Score -371285.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -371293.187500 Penalty: 2842.217285
	Iteration 22Q: 3 clusters Score -371293.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -371300.718750 Penalty: 2842.217285
	Iteration 23Q: 3 clusters Score -371300.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -371306.000000 Penalty: 2842.217285
	Iteration 24Q: 3 clusters Score -371306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -371310.875000 Penalty: 2842.217285
	Iteration 25Q: 3 clusters Score -371310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -371312.968750 Penalty: 2842.217285
	Iteration 26Q: 3 clusters Score -371313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -371313.812500 Penalty: 2842.217285
	Iteration 27Q: 3 clusters Score -371313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -371313.875000 Penalty: 2842.217285
	Iteration 28Q: 3 clusters Score -371313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -371313.875000 Penalty: 2842.217285
	Iteration 29F: 3 clusters Score -371313.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Entering Unmasked Estep 
Score: -734472.875000 Penalty: 1556.002563
	Iteration 0F: 2 clusters Score -734472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -724470.750000 Penalty: 3112.005127
	Iteration 0F: 3 clusters Score -724470.8 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -728147.812500 Penalty: 3112.005127
	Iteration 1F: 3 clusters Score -728147.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -728587.437500 Penalty: 3112.005127
	Iteration 2F: 3 clusters Score -728587.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -729035.000000 Penalty: 3112.005127
	Iteration 3F: 3 clusters Score -729035 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -729434.937500 Penalty: 3112.005127
	Iteration 4F: 3 clusters Score -729434.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -729793.062500 Penalty: 3112.005127
	Iteration 5F: 3 clusters Score -729793.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -730111.750000 Penalty: 3112.005127
	Iteration 6Q: 3 clusters Score -730111.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -730436.187500 Penalty: 3112.005127
	Iteration 7Q: 3 clusters Score -730436.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -730782.250000 Penalty: 3112.005127
	Iteration 8Q: 3 clusters Score -730782.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -731110.812500 Penalty: 3112.005127
	Iteration 9Q: 3 clusters Score -731110.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -731413.312500 Penalty: 3112.005127
	Iteration 10Q: 3 clusters Score -731413.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -731691.312500 Penalty: 3112.005127
	Iteration 11Q: 3 clusters Score -731691.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -731911.187500 Penalty: 3112.005127
	Iteration 12Q: 3 clusters Score -731911.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -732051.125000 Penalty: 3112.005127
	Iteration 13Q: 3 clusters Score -732051.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -732139.312500 Penalty: 3112.005127
	Iteration 14Q: 3 clusters Score -732139.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -732209.187500 Penalty: 3112.005127
	Iteration 15Q: 3 clusters Score -732209.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -732269.812500 Penalty: 3112.005127
	Iteration 16Q: 3 clusters Score -732269.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -732330.875000 Penalty: 3112.005127
	Iteration 17Q: 3 clusters Score -732330.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -732391.625000 Penalty: 3112.005127
	Iteration 18Q: 3 clusters Score -732391.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -732449.562500 Penalty: 3112.005127
	Iteration 19Q: 3 clusters Score -732449.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -732509.500000 Penalty: 3112.005127
	Iteration 20F: 3 clusters Score -732509.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -732571.562500 Penalty: 3112.005127
	Iteration 21Q: 3 clusters Score -732571.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -732641.000000 Penalty: 3112.005127
	Iteration 22Q: 3 clusters Score -732641 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -732701.312500 Penalty: 3112.005127
	Iteration 23Q: 3 clusters Score -732701.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -732769.875000 Penalty: 3112.005127
	Iteration 24Q: 3 clusters Score -732769.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -732849.187500 Penalty: 3112.005127
	Iteration 25Q: 3 clusters Score -732849.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -732925.937500 Penalty: 3112.005127
	Iteration 26Q: 3 clusters Score -732925.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -733000.875000 Penalty: 3112.005127
	Iteration 27Q: 3 clusters Score -733000.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -733070.187500 Penalty: 3112.005127
	Iteration 28Q: 3 clusters Score -733070.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -733158.625000 Penalty: 3112.005127
	Iteration 29Q: 3 clusters Score -733158.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -733240.500000 Penalty: 3112.005127
	Iteration 30Q: 3 clusters Score -733240.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -733317.562500 Penalty: 3112.005127
	Iteration 31Q: 3 clusters Score -733317.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -733368.625000 Penalty: 3112.005127
	Iteration 32Q: 3 clusters Score -733368.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -733410.937500 Penalty: 3112.005127
	Iteration 33Q: 3 clusters Score -733410.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -733454.937500 Penalty: 3112.005127
	Iteration 34Q: 3 clusters Score -733454.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -733487.750000 Penalty: 3112.005127
	Iteration 35Q: 3 clusters Score -733487.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -733519.875000 Penalty: 3112.005127
	Iteration 36Q: 3 clusters Score -733519.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -733548.875000 Penalty: 3112.005127
	Iteration 37Q: 3 clusters Score -733548.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -733573.812500 Penalty: 3112.005127
	Iteration 38Q: 3 clusters Score -733573.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -733597.937500 Penalty: 3112.005127
	Iteration 39Q: 3 clusters Score -733597.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -733612.125000 Penalty: 3112.005127
	Iteration 40F: 3 clusters Score -733612.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -733625.250000 Penalty: 3112.005127
	Iteration 41Q: 3 clusters Score -733625.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -733637.437500 Penalty: 3112.005127
	Iteration 42Q: 3 clusters Score -733637.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -733650.000000 Penalty: 3112.005127
	Iteration 43Q: 3 clusters Score -733650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -733659.812500 Penalty: 3112.005127
	Iteration 44Q: 3 clusters Score -733659.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -733674.687500 Penalty: 3112.005127
	Iteration 45Q: 3 clusters Score -733674.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -733683.375000 Penalty: 3112.005127
	Iteration 46Q: 3 clusters Score -733683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -733690.125000 Penalty: 3112.005127
	Iteration 47Q: 3 clusters Score -733690.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -733693.437500 Penalty: 3112.005127
	Iteration 48Q: 3 clusters Score -733693.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -733694.937500 Penalty: 3112.005127
	Iteration 49Q: 3 clusters Score -733694.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -733698.937500 Penalty: 3112.005127
	Iteration 50Q: 3 clusters Score -733698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -733701.375000 Penalty: 3112.005127
	Iteration 51Q: 3 clusters Score -733701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -733705.687500 Penalty: 3112.005127
	Iteration 52Q: 3 clusters Score -733705.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -733710.750000 Penalty: 3112.005127
	Iteration 53Q: 3 clusters Score -733710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -733714.437500 Penalty: 3112.005127
	Iteration 54Q: 3 clusters Score -733714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -733716.500000 Penalty: 3112.005127
	Iteration 55Q: 3 clusters Score -733716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -733718.562500 Penalty: 3112.005127
	Iteration 56Q: 3 clusters Score -733718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -733718.687500 Penalty: 3112.005127
	Iteration 57Q: 3 clusters Score -733718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -733718.250000 Penalty: 3112.005127
	Iteration 58Q: 3 clusters Score -733718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -733718.437500 Penalty: 3112.005127
	Iteration 59Q: 3 clusters Score -733718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -733719.375000 Penalty: 3112.005127
	Iteration 60F: 3 clusters Score -733719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -733718.500000 Penalty: 3112.005127
	Iteration 61Q: 3 clusters Score -733718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -733718.500000 Penalty: 3112.005127
	Iteration 62F: 3 clusters Score -733718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -86564.328125 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -86564.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -84735.812500 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -84735.81 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -85102.757812 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -85102.76 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85255.898438 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -85255.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85450.445312 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -85450.45 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85688.250000 Penalty: 2388.081787
	Iteration 4F: 3 clusters Score -85688.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85878.007812 Penalty: 2388.081787
	Iteration 5F: 3 clusters Score -85878.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -86023.734375 Penalty: 2388.081787
	Iteration 6F: 3 clusters Score -86023.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86146.656250 Penalty: 2388.081787
	Iteration 7F: 3 clusters Score -86146.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86221.609375 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -86221.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86267.164062 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -86267.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86292.828125 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -86292.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86306.335938 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -86306.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86318.523438 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -86318.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86322.898438 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -86322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86324.953125 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -86324.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86328.062500 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -86328.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86328.953125 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -86328.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86330.312500 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -86330.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86331.515625 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -86331.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86331.906250 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -86331.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86331.906250 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -86331.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Entering Unmasked Estep 
Score: -283451.937500 Penalty: 1387.993042
	Iteration 0F: 2 clusters Score -283451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -279354.375000 Penalty: 2775.986084
	Iteration 0F: 3 clusters Score -279354.4 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -280488.937500 Penalty: 2775.986084
	Iteration 1F: 3 clusters Score -280488.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -280685.656250 Penalty: 2775.986084
	Iteration 2F: 3 clusters Score -280685.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -280798.187500 Penalty: 2775.986084
	Iteration 3F: 3 clusters Score -280798.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -280875.093750 Penalty: 2775.986084
	Iteration 4Q: 3 clusters Score -280875.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -280939.812500 Penalty: 2775.986084
	Iteration 5Q: 3 clusters Score -280939.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -281002.312500 Penalty: 2775.986084
	Iteration 6Q: 3 clusters Score -281002.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -281073.375000 Penalty: 2775.986084
	Iteration 7Q: 3 clusters Score -281073.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281140.312500 Penalty: 2775.986084
	Iteration 8Q: 3 clusters Score -281140.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -281227.937500 Penalty: 2775.986084
	Iteration 9Q: 3 clusters Score -281227.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -281311.093750 Penalty: 2775.986084
	Iteration 10Q: 3 clusters Score -281311.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -281400.093750 Penalty: 2775.986084
	Iteration 11Q: 3 clusters Score -281400.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -281499.343750 Penalty: 2775.986084
	Iteration 12Q: 3 clusters Score -281499.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281612.562500 Penalty: 2775.986084
	Iteration 13Q: 3 clusters Score -281612.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -281726.437500 Penalty: 2775.986084
	Iteration 14Q: 3 clusters Score -281726.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281867.718750 Penalty: 2775.986084
	Iteration 15Q: 3 clusters Score -281867.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -281989.750000 Penalty: 2775.986084
	Iteration 16Q: 3 clusters Score -281989.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -282073.562500 Penalty: 2775.986084
	Iteration 17Q: 3 clusters Score -282073.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -282132.281250 Penalty: 2775.986084
	Iteration 18Q: 3 clusters Score -282132.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -282172.625000 Penalty: 2775.986084
	Iteration 19Q: 3 clusters Score -282172.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -282210.000000 Penalty: 2775.986084
	Iteration 20F: 3 clusters Score -282210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -282250.312500 Penalty: 2775.986084
	Iteration 21Q: 3 clusters Score -282250.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -282290.625000 Penalty: 2775.986084
	Iteration 22Q: 3 clusters Score -282290.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -282326.500000 Penalty: 2775.986084
	Iteration 23Q: 3 clusters Score -282326.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -282359.093750 Penalty: 2775.986084
	Iteration 24Q: 3 clusters Score -282359.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -282381.062500 Penalty: 2775.986084
	Iteration 25Q: 3 clusters Score -282381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -282392.031250 Penalty: 2775.986084
	Iteration 26Q: 3 clusters Score -282392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -282400.000000 Penalty: 2775.986084
	Iteration 27Q: 3 clusters Score -282400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -282405.437500 Penalty: 2775.986084
	Iteration 28Q: 3 clusters Score -282405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -282411.656250 Penalty: 2775.986084
	Iteration 29Q: 3 clusters Score -282411.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -282414.406250 Penalty: 2775.986084
	Iteration 30Q: 3 clusters Score -282414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -282420.062500 Penalty: 2775.986084
	Iteration 31Q: 3 clusters Score -282420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -282424.625000 Penalty: 2775.986084
	Iteration 32Q: 3 clusters Score -282424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -282429.250000 Penalty: 2775.986084
	Iteration 33Q: 3 clusters Score -282429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -282431.906250 Penalty: 2775.986084
	Iteration 34Q: 3 clusters Score -282431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -282438.468750 Penalty: 2775.986084
	Iteration 35Q: 3 clusters Score -282438.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -282442.531250 Penalty: 2775.986084
	Iteration 36Q: 3 clusters Score -282442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -282443.125000 Penalty: 2775.986084
	Iteration 37Q: 3 clusters Score -282443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -282443.906250 Penalty: 2775.986084
	Iteration 38Q: 3 clusters Score -282443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -282443.906250 Penalty: 2775.986084
	Iteration 39F: 3 clusters Score -282443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -338924.718750 Penalty: 1426.026855
	Iteration 0F: 2 clusters Score -338924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -334034.468750 Penalty: 2852.053711
	Iteration 0F: 3 clusters Score -334034.5 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -335447.843750 Penalty: 2852.053711
	Iteration 1F: 3 clusters Score -335447.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -335654.343750 Penalty: 2852.053711
	Iteration 2F: 3 clusters Score -335654.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -335858.500000 Penalty: 2852.053711
	Iteration 3F: 3 clusters Score -335858.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -336069.437500 Penalty: 2852.053711
	Iteration 4F: 3 clusters Score -336069.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -336252.437500 Penalty: 2852.053711
	Iteration 5Q: 3 clusters Score -336252.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -336405.687500 Penalty: 2852.053711
	Iteration 6Q: 3 clusters Score -336405.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -336517.031250 Penalty: 2852.053711
	Iteration 7Q: 3 clusters Score -336517 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -336610.656250 Penalty: 2852.053711
	Iteration 8Q: 3 clusters Score -336610.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -336706.406250 Penalty: 2852.053711
	Iteration 9Q: 3 clusters Score -336706.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -336793.062500 Penalty: 2852.053711
	Iteration 10Q: 3 clusters Score -336793.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -336870.625000 Penalty: 2852.053711
	Iteration 11Q: 3 clusters Score -336870.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -336953.375000 Penalty: 2852.053711
	Iteration 12Q: 3 clusters Score -336953.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -337022.656250 Penalty: 2852.053711
	Iteration 13Q: 3 clusters Score -337022.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -337097.500000 Penalty: 2852.053711
	Iteration 14Q: 3 clusters Score -337097.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -337154.468750 Penalty: 2852.053711
	Iteration 15Q: 3 clusters Score -337154.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -337210.812500 Penalty: 2852.053711
	Iteration 16Q: 3 clusters Score -337210.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -337248.906250 Penalty: 2852.053711
	Iteration 17Q: 3 clusters Score -337248.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -337281.312500 Penalty: 2852.053711
	Iteration 18Q: 3 clusters Score -337281.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -337305.937500 Penalty: 2852.053711
	Iteration 19Q: 3 clusters Score -337305.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -337330.125000 Penalty: 2852.053711
	Iteration 20F: 3 clusters Score -337330.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -337343.750000 Penalty: 2852.053711
	Iteration 21Q: 3 clusters Score -337343.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -337359.781250 Penalty: 2852.053711
	Iteration 22Q: 3 clusters Score -337359.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -337373.531250 Penalty: 2852.053711
	Iteration 23Q: 3 clusters Score -337373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -337384.375000 Penalty: 2852.053711
	Iteration 24Q: 3 clusters Score -337384.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -337397.187500 Penalty: 2852.053711
	Iteration 25Q: 3 clusters Score -337397.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -337413.187500 Penalty: 2852.053711
	Iteration 26Q: 3 clusters Score -337413.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -337424.656250 Penalty: 2852.053711
	Iteration 27Q: 3 clusters Score -337424.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -337433.343750 Penalty: 2852.053711
	Iteration 28Q: 3 clusters Score -337433.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -337441.781250 Penalty: 2852.053711
	Iteration 29Q: 3 clusters Score -337441.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -337451.687500 Penalty: 2852.053711
	Iteration 30Q: 3 clusters Score -337451.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -337462.156250 Penalty: 2852.053711
	Iteration 31Q: 3 clusters Score -337462.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -337471.156250 Penalty: 2852.053711
	Iteration 32Q: 3 clusters Score -337471.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -337478.937500 Penalty: 2852.053711
	Iteration 33Q: 3 clusters Score -337478.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -337488.750000 Penalty: 2852.053711
	Iteration 34Q: 3 clusters Score -337488.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -337500.718750 Penalty: 2852.053711
	Iteration 35Q: 3 clusters Score -337500.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -337512.250000 Penalty: 2852.053711
	Iteration 36Q: 3 clusters Score -337512.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -337521.875000 Penalty: 2852.053711
	Iteration 37Q: 3 clusters Score -337521.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -337528.781250 Penalty: 2852.053711
	Iteration 38Q: 3 clusters Score -337528.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -337535.000000 Penalty: 2852.053711
	Iteration 39Q: 3 clusters Score -337535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -337541.656250 Penalty: 2852.053711
	Iteration 40F: 3 clusters Score -337541.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -337549.343750 Penalty: 2852.053711
	Iteration 41Q: 3 clusters Score -337549.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -337555.562500 Penalty: 2852.053711
	Iteration 42Q: 3 clusters Score -337555.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -337560.312500 Penalty: 2852.053711
	Iteration 43Q: 3 clusters Score -337560.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -337565.062500 Penalty: 2852.053711
	Iteration 44Q: 3 clusters Score -337565.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -337568.687500 Penalty: 2852.053711
	Iteration 45Q: 3 clusters Score -337568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -337571.156250 Penalty: 2852.053711
	Iteration 46Q: 3 clusters Score -337571.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -337574.125000 Penalty: 2852.053711
	Iteration 47Q: 3 clusters Score -337574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -337577.625000 Penalty: 2852.053711
	Iteration 48Q: 3 clusters Score -337577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -337580.625000 Penalty: 2852.053711
	Iteration 49Q: 3 clusters Score -337580.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -337583.218750 Penalty: 2852.053711
	Iteration 50Q: 3 clusters Score -337583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -337586.593750 Penalty: 2852.053711
	Iteration 51Q: 3 clusters Score -337586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -337589.531250 Penalty: 2852.053711
	Iteration 52Q: 3 clusters Score -337589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -337592.125000 Penalty: 2852.053711
	Iteration 53Q: 3 clusters Score -337592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -337595.468750 Penalty: 2852.053711
	Iteration 54Q: 3 clusters Score -337595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -337598.843750 Penalty: 2852.053711
	Iteration 55Q: 3 clusters Score -337598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -337601.781250 Penalty: 2852.053711
	Iteration 56Q: 3 clusters Score -337601.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -337605.562500 Penalty: 2852.053711
	Iteration 57Q: 3 clusters Score -337605.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -337609.250000 Penalty: 2852.053711
	Iteration 58Q: 3 clusters Score -337609.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -337610.937500 Penalty: 2852.053711
	Iteration 59Q: 3 clusters Score -337610.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -337615.218750 Penalty: 2852.053711
	Iteration 60F: 3 clusters Score -337615.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -337619.437500 Penalty: 2852.053711
	Iteration 61Q: 3 clusters Score -337619.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -337622.937500 Penalty: 2852.053711
	Iteration 62Q: 3 clusters Score -337622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -337626.531250 Penalty: 2852.053711
	Iteration 63Q: 3 clusters Score -337626.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -337629.468750 Penalty: 2852.053711
	Iteration 64Q: 3 clusters Score -337629.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -337633.156250 Penalty: 2852.053711
	Iteration 65Q: 3 clusters Score -337633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -337634.093750 Penalty: 2852.053711
	Iteration 66Q: 3 clusters Score -337634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -337635.750000 Penalty: 2852.053711
	Iteration 67Q: 3 clusters Score -337635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -337636.156250 Penalty: 2852.053711
	Iteration 68Q: 3 clusters Score -337636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -337636.187500 Penalty: 2852.053711
	Iteration 69Q: 3 clusters Score -337636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -337636.187500 Penalty: 2852.053711
	Iteration 70F: 3 clusters Score -337636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Entering Unmasked Estep 
Score: -1455989.375000 Penalty: 1638.428589
	Iteration 0F: 2 clusters Score -1455989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1439855.125000 Penalty: 3276.857178
	Iteration 0F: 3 clusters Score -1439855 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1445998.000000 Penalty: 3276.857178
	Iteration 1F: 3 clusters Score -1445998 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1446411.000000 Penalty: 3276.857178
	Iteration 2Q: 3 clusters Score -1446411 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1446845.000000 Penalty: 3276.857178
	Iteration 3Q: 3 clusters Score -1446845 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1447313.250000 Penalty: 3276.857178
	Iteration 4Q: 3 clusters Score -1447313 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1447778.250000 Penalty: 3276.857178
	Iteration 5Q: 3 clusters Score -1447778 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1448301.750000 Penalty: 3276.857178
	Iteration 6Q: 3 clusters Score -1448302 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1448909.000000 Penalty: 3276.857178
	Iteration 7Q: 3 clusters Score -1448909 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1449567.125000 Penalty: 3276.857178
	Iteration 8Q: 3 clusters Score -1449567 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1450258.000000 Penalty: 3276.857178
	Iteration 9Q: 3 clusters Score -1450258 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1450798.500000 Penalty: 3276.857178
	Iteration 10Q: 3 clusters Score -1450798 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1451141.875000 Penalty: 3276.857178
	Iteration 11Q: 3 clusters Score -1451142 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1451350.500000 Penalty: 3276.857178
	Iteration 12Q: 3 clusters Score -1451350 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1451490.875000 Penalty: 3276.857178
	Iteration 13Q: 3 clusters Score -1451491 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1451629.750000 Penalty: 3276.857178
	Iteration 14Q: 3 clusters Score -1451630 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1451767.125000 Penalty: 3276.857178
	Iteration 15Q: 3 clusters Score -1451767 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1451913.500000 Penalty: 3276.857178
	Iteration 16Q: 3 clusters Score -1451914 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1452055.875000 Penalty: 3276.857178
	Iteration 17Q: 3 clusters Score -1452056 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1452206.000000 Penalty: 3276.857178
	Iteration 18Q: 3 clusters Score -1452206 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1452369.250000 Penalty: 3276.857178
	Iteration 19Q: 3 clusters Score -1452369 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1452539.375000 Penalty: 3276.857178
	Iteration 20F: 3 clusters Score -1452539 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1452744.500000 Penalty: 3276.857178
	Iteration 21Q: 3 clusters Score -1452744 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1452970.500000 Penalty: 3276.857178
	Iteration 22Q: 3 clusters Score -1452970 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1453205.000000 Penalty: 3276.857178
	Iteration 23Q: 3 clusters Score -1453205 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1453420.875000 Penalty: 3276.857178
	Iteration 24Q: 3 clusters Score -1453421 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1453596.750000 Penalty: 3276.857178
	Iteration 25Q: 3 clusters Score -1453597 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1453757.125000 Penalty: 3276.857178
	Iteration 26Q: 3 clusters Score -1453757 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1453933.500000 Penalty: 3276.857178
	Iteration 27Q: 3 clusters Score -1453934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1454086.750000 Penalty: 3276.857178
	Iteration 28Q: 3 clusters Score -1454087 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1454213.625000 Penalty: 3276.857178
	Iteration 29Q: 3 clusters Score -1454214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1454295.375000 Penalty: 3276.857178
	Iteration 30Q: 3 clusters Score -1454295 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1454360.375000 Penalty: 3276.857178
	Iteration 31Q: 3 clusters Score -1454360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1454399.875000 Penalty: 3276.857178
	Iteration 32Q: 3 clusters Score -1454400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1454445.000000 Penalty: 3276.857178
	Iteration 33Q: 3 clusters Score -1454445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1454472.625000 Penalty: 3276.857178
	Iteration 34Q: 3 clusters Score -1454473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1454497.750000 Penalty: 3276.857178
	Iteration 35Q: 3 clusters Score -1454498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1454521.250000 Penalty: 3276.857178
	Iteration 36Q: 3 clusters Score -1454521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1454536.375000 Penalty: 3276.857178
	Iteration 37Q: 3 clusters Score -1454536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1454550.625000 Penalty: 3276.857178
	Iteration 38Q: 3 clusters Score -1454551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1454559.625000 Penalty: 3276.857178
	Iteration 39Q: 3 clusters Score -1454560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1454570.000000 Penalty: 3276.857178
	Iteration 40F: 3 clusters Score -1454570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1454573.375000 Penalty: 3276.857178
	Iteration 41Q: 3 clusters Score -1454573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1454579.375000 Penalty: 3276.857178
	Iteration 42Q: 3 clusters Score -1454579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1454584.000000 Penalty: 3276.857178
	Iteration 43Q: 3 clusters Score -1454584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1454582.625000 Penalty: 3276.857178
	Iteration 44Q: 3 clusters Score -1454583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1454582.625000 Penalty: 3276.857178
	Iteration 45F: 3 clusters Score -1454583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (77581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Entering Unmasked Estep 
Score: -4688923.000000 Penalty: 1829.600220
	Iteration 0F: 2 clusters Score -4688923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4637132.000000 Penalty: 3659.200439
	Iteration 0F: 3 clusters Score -4637132 nChanged 36936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4658987.000000 Penalty: 3659.200439
	Iteration 1F: 3 clusters Score -4658987 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4660484.000000 Penalty: 3659.200439
	Iteration 2Q: 3 clusters Score -4660484 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4662590.000000 Penalty: 3659.200439
	Iteration 3F: 3 clusters Score -4662590 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4665316.000000 Penalty: 3659.200439
	Iteration 4F: 3 clusters Score -4665316 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4668153.000000 Penalty: 3659.200439
	Iteration 5F: 3 clusters Score -4668153 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4670644.000000 Penalty: 3659.200439
	Iteration 6F: 3 clusters Score -4670644 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4672684.500000 Penalty: 3659.200439
	Iteration 7F: 3 clusters Score -4672684 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4674419.000000 Penalty: 3659.200439
	Iteration 8Q: 3 clusters Score -4674419 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4676048.000000 Penalty: 3659.200439
	Iteration 9Q: 3 clusters Score -4676048 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4677586.500000 Penalty: 3659.200439
	Iteration 10Q: 3 clusters Score -4677586 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4679189.500000 Penalty: 3659.200439
	Iteration 11Q: 3 clusters Score -4679190 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4680852.500000 Penalty: 3659.200439
	Iteration 12Q: 3 clusters Score -4680852 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4682480.000000 Penalty: 3659.200439
	Iteration 13Q: 3 clusters Score -4682480 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4683902.000000 Penalty: 3659.200439
	Iteration 14Q: 3 clusters Score -4683902 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4685141.000000 Penalty: 3659.200439
	Iteration 15Q: 3 clusters Score -4685141 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4685996.000000 Penalty: 3659.200439
	Iteration 16Q: 3 clusters Score -4685996 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4686424.500000 Penalty: 3659.200439
	Iteration 17Q: 3 clusters Score -4686424 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4686686.000000 Penalty: 3659.200439
	Iteration 18Q: 3 clusters Score -4686686 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4686850.500000 Penalty: 3659.200439
	Iteration 19Q: 3 clusters Score -4686850 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4687004.500000 Penalty: 3659.200439
	Iteration 20F: 3 clusters Score -4687004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4687129.500000 Penalty: 3659.200439
	Iteration 21Q: 3 clusters Score -4687130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4687215.000000 Penalty: 3659.200439
	Iteration 22Q: 3 clusters Score -4687215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4687292.500000 Penalty: 3659.200439
	Iteration 23Q: 3 clusters Score -4687292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4687347.000000 Penalty: 3659.200439
	Iteration 24Q: 3 clusters Score -4687347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4687363.000000 Penalty: 3659.200439
	Iteration 25Q: 3 clusters Score -4687363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4687388.500000 Penalty: 3659.200439
	Iteration 26Q: 3 clusters Score -4687388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4687400.500000 Penalty: 3659.200439
	Iteration 27Q: 3 clusters Score -4687400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4687420.500000 Penalty: 3659.200439
	Iteration 28Q: 3 clusters Score -4687420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4687438.000000 Penalty: 3659.200439
	Iteration 29Q: 3 clusters Score -4687438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4687446.500000 Penalty: 3659.200439
	Iteration 30Q: 3 clusters Score -4687446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4687450.000000 Penalty: 3659.200439
	Iteration 31Q: 3 clusters Score -4687450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4687464.000000 Penalty: 3659.200439
	Iteration 32Q: 3 clusters Score -4687464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4687464.500000 Penalty: 3659.200439
	Iteration 33Q: 3 clusters Score -4687464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4687470.500000 Penalty: 3659.200439
	Iteration 34Q: 3 clusters Score -4687470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4687473.000000 Penalty: 3659.200439
	Iteration 35Q: 3 clusters Score -4687473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4687470.000000 Penalty: 3659.200439
	Iteration 36Q: 3 clusters Score -4687470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4687466.000000 Penalty: 3659.200439
	Iteration 37Q: 3 clusters Score -4687466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4687471.000000 Penalty: 3659.200439
	Iteration 38Q: 3 clusters Score -4687471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4687474.500000 Penalty: 3659.200439
	Iteration 39Q: 3 clusters Score -4687474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4687474.500000 Penalty: 3659.200439
	Iteration 40F: 3 clusters Score -4687474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -255069.734375 Penalty: 1362.975220
	Iteration 0F: 2 clusters Score -255069.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -251488.562500 Penalty: 2725.950439
	Iteration 0F: 3 clusters Score -251488.6 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -252396.984375 Penalty: 2725.950439
	Iteration 1F: 3 clusters Score -252397 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -252568.250000 Penalty: 2725.950439
	Iteration 2F: 3 clusters Score -252568.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -252675.281250 Penalty: 2725.950439
	Iteration 3F: 3 clusters Score -252675.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -252762.250000 Penalty: 2725.950439
	Iteration 4Q: 3 clusters Score -252762.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -252835.593750 Penalty: 2725.950439
	Iteration 5Q: 3 clusters Score -252835.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -252925.843750 Penalty: 2725.950439
	Iteration 6Q: 3 clusters Score -252925.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -253010.359375 Penalty: 2725.950439
	Iteration 7Q: 3 clusters Score -253010.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -253100.078125 Penalty: 2725.950439
	Iteration 8Q: 3 clusters Score -253100.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -253173.375000 Penalty: 2725.950439
	Iteration 9Q: 3 clusters Score -253173.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -253266.234375 Penalty: 2725.950439
	Iteration 10Q: 3 clusters Score -253266.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -253360.125000 Penalty: 2725.950439
	Iteration 11Q: 3 clusters Score -253360.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -253455.906250 Penalty: 2725.950439
	Iteration 12Q: 3 clusters Score -253455.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -253520.093750 Penalty: 2725.950439
	Iteration 13Q: 3 clusters Score -253520.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -253563.312500 Penalty: 2725.950439
	Iteration 14Q: 3 clusters Score -253563.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -253594.343750 Penalty: 2725.950439
	Iteration 15Q: 3 clusters Score -253594.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -253623.234375 Penalty: 2725.950439
	Iteration 16Q: 3 clusters Score -253623.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -253649.906250 Penalty: 2725.950439
	Iteration 17Q: 3 clusters Score -253649.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -253672.812500 Penalty: 2725.950439
	Iteration 18Q: 3 clusters Score -253672.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -253690.578125 Penalty: 2725.950439
	Iteration 19Q: 3 clusters Score -253690.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -253703.015625 Penalty: 2725.950439
	Iteration 20F: 3 clusters Score -253703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -253709.765625 Penalty: 2725.950439
	Iteration 21Q: 3 clusters Score -253709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -253716.656250 Penalty: 2725.950439
	Iteration 22Q: 3 clusters Score -253716.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -253721.953125 Penalty: 2725.950439
	Iteration 23Q: 3 clusters Score -253722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -253725.609375 Penalty: 2725.950439
	Iteration 24Q: 3 clusters Score -253725.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -253729.781250 Penalty: 2725.950439
	Iteration 25Q: 3 clusters Score -253729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -253731.312500 Penalty: 2725.950439
	Iteration 26Q: 3 clusters Score -253731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -253731.687500 Penalty: 2725.950439
	Iteration 27Q: 3 clusters Score -253731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -253735.109375 Penalty: 2725.950439
	Iteration 28Q: 3 clusters Score -253735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -253737.453125 Penalty: 2725.950439
	Iteration 29Q: 3 clusters Score -253737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -253739.796875 Penalty: 2725.950439
	Iteration 30Q: 3 clusters Score -253739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -253741.953125 Penalty: 2725.950439
	Iteration 31Q: 3 clusters Score -253742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -253744.281250 Penalty: 2725.950439
	Iteration 32Q: 3 clusters Score -253744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -253744.812500 Penalty: 2725.950439
	Iteration 33Q: 3 clusters Score -253744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -253746.265625 Penalty: 2725.950439
	Iteration 34Q: 3 clusters Score -253746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -253746.265625 Penalty: 2725.950439
	Iteration 35Q: 3 clusters Score -253746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -253747.187500 Penalty: 2725.950439
	Iteration 36Q: 3 clusters Score -253747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -253747.796875 Penalty: 2725.950439
	Iteration 37Q: 3 clusters Score -253747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -253749.578125 Penalty: 2725.950439
	Iteration 38Q: 3 clusters Score -253749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -253750.046875 Penalty: 2725.950439
	Iteration 39Q: 3 clusters Score -253750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -253750.046875 Penalty: 2725.950439
	Iteration 40F: 3 clusters Score -253750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -448681.968750 Penalty: 1473.488892
	Iteration 0F: 2 clusters Score -448682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -442395.125000 Penalty: 2946.977783
	Iteration 0F: 3 clusters Score -442395.1 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -444766.281250 Penalty: 2946.977783
	Iteration 1F: 3 clusters Score -444766.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -445408.875000 Penalty: 2946.977783
	Iteration 2F: 3 clusters Score -445408.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -446004.531250 Penalty: 2946.977783
	Iteration 3F: 3 clusters Score -446004.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -446562.937500 Penalty: 2946.977783
	Iteration 4F: 3 clusters Score -446562.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -447000.343750 Penalty: 2946.977783
	Iteration 5F: 3 clusters Score -447000.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -447309.250000 Penalty: 2946.977783
	Iteration 6Q: 3 clusters Score -447309.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -447522.406250 Penalty: 2946.977783
	Iteration 7Q: 3 clusters Score -447522.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -447665.968750 Penalty: 2946.977783
	Iteration 8Q: 3 clusters Score -447666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -447762.437500 Penalty: 2946.977783
	Iteration 9Q: 3 clusters Score -447762.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -447842.062500 Penalty: 2946.977783
	Iteration 10Q: 3 clusters Score -447842.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -447918.343750 Penalty: 2946.977783
	Iteration 11Q: 3 clusters Score -447918.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -447963.718750 Penalty: 2946.977783
	Iteration 12Q: 3 clusters Score -447963.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -447999.218750 Penalty: 2946.977783
	Iteration 13Q: 3 clusters Score -447999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -448021.218750 Penalty: 2946.977783
	Iteration 14Q: 3 clusters Score -448021.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -448044.125000 Penalty: 2946.977783
	Iteration 15Q: 3 clusters Score -448044.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -448057.343750 Penalty: 2946.977783
	Iteration 16Q: 3 clusters Score -448057.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -448064.656250 Penalty: 2946.977783
	Iteration 17Q: 3 clusters Score -448064.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -448071.062500 Penalty: 2946.977783
	Iteration 18Q: 3 clusters Score -448071.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -448076.250000 Penalty: 2946.977783
	Iteration 19Q: 3 clusters Score -448076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -448080.250000 Penalty: 2946.977783
	Iteration 20F: 3 clusters Score -448080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -448080.968750 Penalty: 2946.977783
	Iteration 21Q: 3 clusters Score -448081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -448082.718750 Penalty: 2946.977783
	Iteration 22Q: 3 clusters Score -448082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -448083.937500 Penalty: 2946.977783
	Iteration 23Q: 3 clusters Score -448083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -448084.437500 Penalty: 2946.977783
	Iteration 24Q: 3 clusters Score -448084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -448084.593750 Penalty: 2946.977783
	Iteration 25Q: 3 clusters Score -448084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -448084.593750 Penalty: 2946.977783
	Iteration 26F: 3 clusters Score -448084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -572299.250000 Penalty: 1485.637207
	Iteration 0F: 2 clusters Score -572299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -565550.125000 Penalty: 2971.274414
	Iteration 0F: 3 clusters Score -565550.1 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -567637.875000 Penalty: 2971.274414
	Iteration 1F: 3 clusters Score -567637.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -567827.500000 Penalty: 2971.274414
	Iteration 2F: 3 clusters Score -567827.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -567949.500000 Penalty: 2971.274414
	Iteration 3Q: 3 clusters Score -567949.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -568048.437500 Penalty: 2971.274414
	Iteration 4Q: 3 clusters Score -568048.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -568133.687500 Penalty: 2971.274414
	Iteration 5Q: 3 clusters Score -568133.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -568211.437500 Penalty: 2971.274414
	Iteration 6Q: 3 clusters Score -568211.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -568300.000000 Penalty: 2971.274414
	Iteration 7Q: 3 clusters Score -568300 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -568404.937500 Penalty: 2971.274414
	Iteration 8Q: 3 clusters Score -568404.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -568532.750000 Penalty: 2971.274414
	Iteration 9Q: 3 clusters Score -568532.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -568688.250000 Penalty: 2971.274414
	Iteration 10Q: 3 clusters Score -568688.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -568902.750000 Penalty: 2971.274414
	Iteration 11Q: 3 clusters Score -568902.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -569201.500000 Penalty: 2971.274414
	Iteration 12Q: 3 clusters Score -569201.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -569580.375000 Penalty: 2971.274414
	Iteration 13Q: 3 clusters Score -569580.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -570002.312500 Penalty: 2971.274414
	Iteration 14F: 3 clusters Score -570002.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -570371.937500 Penalty: 2971.274414
	Iteration 15Q: 3 clusters Score -570371.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -570623.812500 Penalty: 2971.274414
	Iteration 16Q: 3 clusters Score -570623.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -570757.062500 Penalty: 2971.274414
	Iteration 17Q: 3 clusters Score -570757.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -570833.250000 Penalty: 2971.274414
	Iteration 18Q: 3 clusters Score -570833.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -570886.687500 Penalty: 2971.274414
	Iteration 19Q: 3 clusters Score -570886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -570920.812500 Penalty: 2971.274414
	Iteration 20F: 3 clusters Score -570920.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -570943.125000 Penalty: 2971.274414
	Iteration 21Q: 3 clusters Score -570943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -570956.625000 Penalty: 2971.274414
	Iteration 22Q: 3 clusters Score -570956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -570968.375000 Penalty: 2971.274414
	Iteration 23Q: 3 clusters Score -570968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -570977.125000 Penalty: 2971.274414
	Iteration 24Q: 3 clusters Score -570977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -570983.687500 Penalty: 2971.274414
	Iteration 25Q: 3 clusters Score -570983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -570986.250000 Penalty: 2971.274414
	Iteration 26Q: 3 clusters Score -570986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -570986.250000 Penalty: 2971.274414
	Iteration 27F: 3 clusters Score -570986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Entering Unmasked Estep 
Score: -3323375.500000 Penalty: 1773.352905
	Iteration 0F: 2 clusters Score -3323376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3286612.750000 Penalty: 3546.705811
	Iteration 0F: 3 clusters Score -3286613 nChanged 25945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3301392.250000 Penalty: 3546.705811
	Iteration 1F: 3 clusters Score -3301392 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3302009.250000 Penalty: 3546.705811
	Iteration 2Q: 3 clusters Score -3302009 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3302791.250000 Penalty: 3546.705811
	Iteration 3Q: 3 clusters Score -3302791 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3303801.750000 Penalty: 3546.705811
	Iteration 4Q: 3 clusters Score -3303802 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3305189.750000 Penalty: 3546.705811
	Iteration 5F: 3 clusters Score -3305190 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3306985.000000 Penalty: 3546.705811
	Iteration 6F: 3 clusters Score -3306985 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3309039.750000 Penalty: 3546.705811
	Iteration 7F: 3 clusters Score -3309040 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3311005.250000 Penalty: 3546.705811
	Iteration 8F: 3 clusters Score -3311005 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3312911.750000 Penalty: 3546.705811
	Iteration 9F: 3 clusters Score -3312912 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3314776.000000 Penalty: 3546.705811
	Iteration 10Q: 3 clusters Score -3314776 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3316435.500000 Penalty: 3546.705811
	Iteration 11Q: 3 clusters Score -3316436 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3317649.750000 Penalty: 3546.705811
	Iteration 12Q: 3 clusters Score -3317650 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3318411.750000 Penalty: 3546.705811
	Iteration 13Q: 3 clusters Score -3318412 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3319037.000000 Penalty: 3546.705811
	Iteration 14Q: 3 clusters Score -3319037 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3319504.500000 Penalty: 3546.705811
	Iteration 15Q: 3 clusters Score -3319504 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3319910.000000 Penalty: 3546.705811
	Iteration 16Q: 3 clusters Score -3319910 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3320218.500000 Penalty: 3546.705811
	Iteration 17Q: 3 clusters Score -3320218 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3320475.500000 Penalty: 3546.705811
	Iteration 18Q: 3 clusters Score -3320476 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3320687.000000 Penalty: 3546.705811
	Iteration 19Q: 3 clusters Score -3320687 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3320857.750000 Penalty: 3546.705811
	Iteration 20F: 3 clusters Score -3320858 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3321030.000000 Penalty: 3546.705811
	Iteration 21Q: 3 clusters Score -3321030 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3321195.250000 Penalty: 3546.705811
	Iteration 22Q: 3 clusters Score -3321195 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3321308.750000 Penalty: 3546.705811
	Iteration 23Q: 3 clusters Score -3321309 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3321400.250000 Penalty: 3546.705811
	Iteration 24Q: 3 clusters Score -3321400 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3321492.500000 Penalty: 3546.705811
	Iteration 25Q: 3 clusters Score -3321492 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3321561.750000 Penalty: 3546.705811
	Iteration 26Q: 3 clusters Score -3321562 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3321625.000000 Penalty: 3546.705811
	Iteration 27Q: 3 clusters Score -3321625 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3321683.250000 Penalty: 3546.705811
	Iteration 28Q: 3 clusters Score -3321683 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3321731.000000 Penalty: 3546.705811
	Iteration 29Q: 3 clusters Score -3321731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3321759.250000 Penalty: 3546.705811
	Iteration 30Q: 3 clusters Score -3321759 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3321788.250000 Penalty: 3546.705811
	Iteration 31Q: 3 clusters Score -3321788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3321807.250000 Penalty: 3546.705811
	Iteration 32Q: 3 clusters Score -3321807 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3321824.500000 Penalty: 3546.705811
	Iteration 33Q: 3 clusters Score -3321824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3321852.250000 Penalty: 3546.705811
	Iteration 34Q: 3 clusters Score -3321852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3321847.250000 Penalty: 3546.705811
	Iteration 35Q: 3 clusters Score -3321847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3321866.750000 Penalty: 3546.705811
	Iteration 36Q: 3 clusters Score -3321867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3321888.500000 Penalty: 3546.705811
	Iteration 37Q: 3 clusters Score -3321888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3321903.250000 Penalty: 3546.705811
	Iteration 38Q: 3 clusters Score -3321903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3321902.750000 Penalty: 3546.705811
	Iteration 39Q: 3 clusters Score -3321903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3321907.750000 Penalty: 3546.705811
	Iteration 40F: 3 clusters Score -3321908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3321912.750000 Penalty: 3546.705811
	Iteration 41Q: 3 clusters Score -3321913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3321920.750000 Penalty: 3546.705811
	Iteration 42Q: 3 clusters Score -3321921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3321926.750000 Penalty: 3546.705811
	Iteration 43Q: 3 clusters Score -3321927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3321931.000000 Penalty: 3546.705811
	Iteration 44Q: 3 clusters Score -3321931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3321936.250000 Penalty: 3546.705811
	Iteration 45Q: 3 clusters Score -3321936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3321944.250000 Penalty: 3546.705811
	Iteration 46Q: 3 clusters Score -3321944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3321945.500000 Penalty: 3546.705811
	Iteration 47Q: 3 clusters Score -3321946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3321953.250000 Penalty: 3546.705811
	Iteration 48Q: 3 clusters Score -3321953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3321956.500000 Penalty: 3546.705811
	Iteration 49Q: 3 clusters Score -3321956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3321953.000000 Penalty: 3546.705811
	Iteration 50Q: 3 clusters Score -3321953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3321960.500000 Penalty: 3546.705811
	Iteration 51Q: 3 clusters Score -3321960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3321960.750000 Penalty: 3546.705811
	Iteration 52Q: 3 clusters Score -3321961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3321961.250000 Penalty: 3546.705811
	Iteration 53Q: 3 clusters Score -3321961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3321961.500000 Penalty: 3546.705811
	Iteration 54Q: 3 clusters Score -3321962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3321960.750000 Penalty: 3546.705811
	Iteration 55Q: 3 clusters Score -3321961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3321960.750000 Penalty: 3546.705811
	Iteration 56Q: 3 clusters Score -3321961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3321966.000000 Penalty: 3546.705811
	Iteration 57Q: 3 clusters Score -3321966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3321964.750000 Penalty: 3546.705811
	Iteration 58Q: 3 clusters Score -3321965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3321964.250000 Penalty: 3546.705811
	Iteration 59Q: 3 clusters Score -3321964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3321962.750000 Penalty: 3546.705811
	Iteration 60F: 3 clusters Score -3321963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3321966.000000 Penalty: 3546.705811
	Iteration 61Q: 3 clusters Score -3321966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3321964.000000 Penalty: 3546.705811
	Iteration 62Q: 3 clusters Score -3321964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3321969.500000 Penalty: 3546.705811
	Iteration 63Q: 3 clusters Score -3321970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3321965.000000 Penalty: 3546.705811
	Iteration 64Q: 3 clusters Score -3321965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3321961.750000 Penalty: 3546.705811
	Iteration 65Q: 3 clusters Score -3321962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3321960.500000 Penalty: 3546.705811
	Iteration 66Q: 3 clusters Score -3321960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3321963.000000 Penalty: 3546.705811
	Iteration 67Q: 3 clusters Score -3321963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3321964.500000 Penalty: 3546.705811
	Iteration 68Q: 3 clusters Score -3321964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3321966.500000 Penalty: 3546.705811
	Iteration 69Q: 3 clusters Score -3321966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3321963.500000 Penalty: 3546.705811
	Iteration 70Q: 3 clusters Score -3321964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3321963.250000 Penalty: 3546.705811
	Iteration 71Q: 3 clusters Score -3321963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3321965.750000 Penalty: 3546.705811
	Iteration 72Q: 3 clusters Score -3321966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3321964.500000 Penalty: 3546.705811
	Iteration 73Q: 3 clusters Score -3321964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3321964.250000 Penalty: 3546.705811
	Iteration 74Q: 3 clusters Score -3321964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3321965.750000 Penalty: 3546.705811
	Iteration 75Q: 3 clusters Score -3321966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3321969.750000 Penalty: 3546.705811
	Iteration 76Q: 3 clusters Score -3321970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3321969.250000 Penalty: 3546.705811
	Iteration 77Q: 3 clusters Score -3321969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3321967.250000 Penalty: 3546.705811
	Iteration 78Q: 3 clusters Score -3321967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3321970.750000 Penalty: 3546.705811
	Iteration 79Q: 3 clusters Score -3321971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3321967.500000 Penalty: 3546.705811
	Iteration 80F: 3 clusters Score -3321968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3321967.250000 Penalty: 3546.705811
	Iteration 81Q: 3 clusters Score -3321967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3321970.500000 Penalty: 3546.705811
	Iteration 82Q: 3 clusters Score -3321970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3321971.000000 Penalty: 3546.705811
	Iteration 83Q: 3 clusters Score -3321971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3321972.750000 Penalty: 3546.705811
	Iteration 84Q: 3 clusters Score -3321973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3321971.250000 Penalty: 3546.705811
	Iteration 85Q: 3 clusters Score -3321971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3321972.250000 Penalty: 3546.705811
	Iteration 86Q: 3 clusters Score -3321972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3321966.750000 Penalty: 3546.705811
	Iteration 87Q: 3 clusters Score -3321967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3321969.250000 Penalty: 3546.705811
	Iteration 88Q: 3 clusters Score -3321969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3321969.250000 Penalty: 3546.705811
	Iteration 89Q: 3 clusters Score -3321969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3321969.250000 Penalty: 3546.705811
	Iteration 90Q: 3 clusters Score -3321969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3321971.750000 Penalty: 3546.705811
	Iteration 91Q: 3 clusters Score -3321972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3321971.750000 Penalty: 3546.705811
	Iteration 92Q: 3 clusters Score -3321972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3321967.000000 Penalty: 3546.705811
	Iteration 93Q: 3 clusters Score -3321967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3321968.000000 Penalty: 3546.705811
	Iteration 94Q: 3 clusters Score -3321968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3321969.500000 Penalty: 3546.705811
	Iteration 95Q: 3 clusters Score -3321970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3321968.500000 Penalty: 3546.705811
	Iteration 96Q: 3 clusters Score -3321968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3321968.000000 Penalty: 3546.705811
	Iteration 97Q: 3 clusters Score -3321968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3321970.250000 Penalty: 3546.705811
	Iteration 98Q: 3 clusters Score -3321970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3321969.250000 Penalty: 3546.705811
	Iteration 99Q: 3 clusters Score -3321969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3321969.500000 Penalty: 3546.705811
	Iteration 100F: 3 clusters Score -3321970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3321969.750000 Penalty: 3546.705811
	Iteration 101Q: 3 clusters Score -3321970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3321973.000000 Penalty: 3546.705811
	Iteration 102Q: 3 clusters Score -3321973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3321971.750000 Penalty: 3546.705811
	Iteration 103Q: 3 clusters Score -3321972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3321974.000000 Penalty: 3546.705811
	Iteration 104Q: 3 clusters Score -3321974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3321975.250000 Penalty: 3546.705811
	Iteration 105Q: 3 clusters Score -3321975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3321975.250000 Penalty: 3546.705811
	Iteration 106F: 3 clusters Score -3321975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -351806.375000 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -351806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -347156.906250 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -347156.9 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -348688.781250 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -348688.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -349258.843750 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -349258.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -349803.406250 Penalty: 2832.820801
	Iteration 3F: 3 clusters Score -349803.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -350273.125000 Penalty: 2832.820801
	Iteration 4F: 3 clusters Score -350273.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -350626.031250 Penalty: 2832.820801
	Iteration 5F: 3 clusters Score -350626 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -350886.187500 Penalty: 2832.820801
	Iteration 6F: 3 clusters Score -350886.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -351093.062500 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -351093.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -351258.687500 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -351258.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -351370.843750 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -351370.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -351454.218750 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -351454.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -351534.062500 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -351534.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -351601.750000 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -351601.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -351656.937500 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -351656.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -351705.281250 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -351705.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -351753.312500 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -351753.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -351785.656250 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -351785.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -351810.125000 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -351810.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -351832.718750 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -351832.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -351873.500000 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -351873.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -351912.031250 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -351912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -351940.406250 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -351940.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -351968.406250 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -351968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -351977.125000 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -351977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -351978.500000 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -351978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -351979.843750 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -351979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -351980.406250 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -351980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -351981.500000 Penalty: 2832.820801
	Iteration 27Q: 3 clusters Score -351981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -351981.625000 Penalty: 2832.820801
	Iteration 28Q: 3 clusters Score -351981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -351983.156250 Penalty: 2832.820801
	Iteration 29Q: 3 clusters Score -351983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -351983.312500 Penalty: 2832.820801
	Iteration 30Q: 3 clusters Score -351983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -351983.968750 Penalty: 2832.820801
	Iteration 31Q: 3 clusters Score -351984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -351983.968750 Penalty: 2832.820801
	Iteration 32F: 3 clusters Score -351984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77228 members 
Mstep: Class 5 contains 67953 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 23924 members 
Mstep: Class 20 contains 77581 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8089 members 
Mstep: Class 41 contains 5268 members 
Entering Unmasked Estep 
Score: -30938046.000000 Penalty: 88057.867188
Splitting cluster 25 changes total score from -30938612.000000 to -30938046.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -330689.500000 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -330689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -326432.625000 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -326432.6 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -327636.968750 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -327637 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -327860.125000 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -327860.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -328017.593750 Penalty: 2792.618164
	Iteration 3F: 3 clusters Score -328017.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -328157.593750 Penalty: 2792.618164
	Iteration 4Q: 3 clusters Score -328157.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -328301.375000 Penalty: 2792.618164
	Iteration 5Q: 3 clusters Score -328301.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -328475.343750 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -328475.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -328638.156250 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -328638.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -328823.000000 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -328823 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -328986.218750 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -328986.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -329139.500000 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -329139.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -329279.062500 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -329279.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -329412.250000 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -329412.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -329515.968750 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -329516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -329586.000000 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -329586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -329656.968750 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -329657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -329720.468750 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -329720.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -329787.781250 Penalty: 2792.618164
	Iteration 17Q: 3 clusters Score -329787.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -329868.531250 Penalty: 2792.618164
	Iteration 18Q: 3 clusters Score -329868.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -329950.593750 Penalty: 2792.618164
	Iteration 19Q: 3 clusters Score -329950.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -330024.343750 Penalty: 2792.618164
	Iteration 20F: 3 clusters Score -330024.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -330092.437500 Penalty: 2792.618164
	Iteration 21Q: 3 clusters Score -330092.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330140.687500 Penalty: 2792.618164
	Iteration 22Q: 3 clusters Score -330140.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -330163.437500 Penalty: 2792.618164
	Iteration 23Q: 3 clusters Score -330163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -330170.593750 Penalty: 2792.618164
	Iteration 24Q: 3 clusters Score -330170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330176.343750 Penalty: 2792.618164
	Iteration 25Q: 3 clusters Score -330176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -330180.531250 Penalty: 2792.618164
	Iteration 26Q: 3 clusters Score -330180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -330185.937500 Penalty: 2792.618164
	Iteration 27Q: 3 clusters Score -330185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -330190.656250 Penalty: 2792.618164
	Iteration 28Q: 3 clusters Score -330190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -330193.968750 Penalty: 2792.618164
	Iteration 29Q: 3 clusters Score -330194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -330195.062500 Penalty: 2792.618164
	Iteration 30Q: 3 clusters Score -330195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330195.125000 Penalty: 2792.618164
	Iteration 31Q: 3 clusters Score -330195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -330196.000000 Penalty: 2792.618164
	Iteration 32Q: 3 clusters Score -330196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -330196.562500 Penalty: 2792.618164
	Iteration 33Q: 3 clusters Score -330196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -330196.718750 Penalty: 2792.618164
	Iteration 34Q: 3 clusters Score -330196.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -330196.718750 Penalty: 2792.618164
	Iteration 35F: 3 clusters Score -330196.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -120358.500000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -120358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118121.539062 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -118121.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -118607.984375 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -118608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -118718.414062 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -118718.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118787.781250 Penalty: 2511.592041
	Iteration 3Q: 3 clusters Score -118787.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118840.742188 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -118840.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -118890.765625 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -118890.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -118951.117188 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -118951.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119007.960938 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -119008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -119050.718750 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -119050.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -119112.164062 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -119112.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -119245.718750 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -119245.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119391.351562 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -119391.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119533.773438 Penalty: 2511.592041
	Iteration 12F: 3 clusters Score -119533.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -119653.804688 Penalty: 2511.592041
	Iteration 13F: 3 clusters Score -119653.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -119734.710938 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -119734.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -119777.882812 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -119777.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -119808.328125 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -119808.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -119829.992188 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -119830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -119843.281250 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -119843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119857.968750 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -119858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -119865.734375 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -119865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -119868.507812 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -119868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -119872.179688 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -119872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119874.992188 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -119875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119875.421875 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -119875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119875.421875 Penalty: 2511.592041
	Iteration 25F: 3 clusters Score -119875.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -265789.468750 Penalty: 1375.879761
	Iteration 0F: 2 clusters Score -265789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -261968.453125 Penalty: 2751.759521
	Iteration 0F: 3 clusters Score -261968.5 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -263109.593750 Penalty: 2751.759521
	Iteration 1F: 3 clusters Score -263109.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -263538.250000 Penalty: 2751.759521
	Iteration 2F: 3 clusters Score -263538.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -263904.718750 Penalty: 2751.759521
	Iteration 3F: 3 clusters Score -263904.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -264213.093750 Penalty: 2751.759521
	Iteration 4F: 3 clusters Score -264213.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -264496.843750 Penalty: 2751.759521
	Iteration 5F: 3 clusters Score -264496.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -264746.156250 Penalty: 2751.759521
	Iteration 6F: 3 clusters Score -264746.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -265007.875000 Penalty: 2751.759521
	Iteration 7F: 3 clusters Score -265007.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -265196.843750 Penalty: 2751.759521
	Iteration 8Q: 3 clusters Score -265196.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -265378.500000 Penalty: 2751.759521
	Iteration 9Q: 3 clusters Score -265378.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -265500.593750 Penalty: 2751.759521
	Iteration 10Q: 3 clusters Score -265500.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -265567.968750 Penalty: 2751.759521
	Iteration 11Q: 3 clusters Score -265568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -265605.812500 Penalty: 2751.759521
	Iteration 12Q: 3 clusters Score -265605.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -265644.687500 Penalty: 2751.759521
	Iteration 13Q: 3 clusters Score -265644.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -265678.531250 Penalty: 2751.759521
	Iteration 14Q: 3 clusters Score -265678.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -265707.625000 Penalty: 2751.759521
	Iteration 15Q: 3 clusters Score -265707.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -265727.062500 Penalty: 2751.759521
	Iteration 16Q: 3 clusters Score -265727.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -265741.968750 Penalty: 2751.759521
	Iteration 17Q: 3 clusters Score -265742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -265753.093750 Penalty: 2751.759521
	Iteration 18Q: 3 clusters Score -265753.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -265758.437500 Penalty: 2751.759521
	Iteration 19Q: 3 clusters Score -265758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -265761.000000 Penalty: 2751.759521
	Iteration 20F: 3 clusters Score -265761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -265762.343750 Penalty: 2751.759521
	Iteration 21Q: 3 clusters Score -265762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -265763.656250 Penalty: 2751.759521
	Iteration 22Q: 3 clusters Score -265763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -265764.843750 Penalty: 2751.759521
	Iteration 23Q: 3 clusters Score -265764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -265765.781250 Penalty: 2751.759521
	Iteration 24Q: 3 clusters Score -265765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -265766.625000 Penalty: 2751.759521
	Iteration 25Q: 3 clusters Score -265766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -265767.500000 Penalty: 2751.759521
	Iteration 26Q: 3 clusters Score -265767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -265767.750000 Penalty: 2751.759521
	Iteration 27Q: 3 clusters Score -265767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -265767.593750 Penalty: 2751.759521
	Iteration 28Q: 3 clusters Score -265767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -265767.593750 Penalty: 2751.759521
	Iteration 29F: 3 clusters Score -265767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -43123.296875 Penalty: 1111.762573
	Iteration 0F: 2 clusters Score -43123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41722.667969 Penalty: 2223.525146
	Iteration 0F: 3 clusters Score -41722.67 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -42008.242188 Penalty: 2223.525146
	Iteration 1F: 3 clusters Score -42008.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42126.125000 Penalty: 2223.525146
	Iteration 2F: 3 clusters Score -42126.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42205.046875 Penalty: 2223.525146
	Iteration 3F: 3 clusters Score -42205.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42264.441406 Penalty: 2223.525146
	Iteration 4Q: 3 clusters Score -42264.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42305.968750 Penalty: 2223.525146
	Iteration 5Q: 3 clusters Score -42305.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42333.667969 Penalty: 2223.525146
	Iteration 6Q: 3 clusters Score -42333.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42374.031250 Penalty: 2223.525146
	Iteration 7Q: 3 clusters Score -42374.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42422.195312 Penalty: 2223.525146
	Iteration 8Q: 3 clusters Score -42422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42452.195312 Penalty: 2223.525146
	Iteration 9Q: 3 clusters Score -42452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42465.066406 Penalty: 2223.525146
	Iteration 10Q: 3 clusters Score -42465.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42473.648438 Penalty: 2223.525146
	Iteration 11Q: 3 clusters Score -42473.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -42481.101562 Penalty: 2223.525146
	Iteration 12Q: 3 clusters Score -42481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42487.878906 Penalty: 2223.525146
	Iteration 13Q: 3 clusters Score -42487.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42489.054688 Penalty: 2223.525146
	Iteration 14Q: 3 clusters Score -42489.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42489.054688 Penalty: 2223.525146
	Iteration 15F: 3 clusters Score -42489.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -240763.718750 Penalty: 1358.016479
	Iteration 0F: 2 clusters Score -240763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -237323.421875 Penalty: 2716.032959
	Iteration 0F: 3 clusters Score -237323.4 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -238355.375000 Penalty: 2716.032959
	Iteration 1F: 3 clusters Score -238355.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -238715.265625 Penalty: 2716.032959
	Iteration 2F: 3 clusters Score -238715.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -239015.703125 Penalty: 2716.032959
	Iteration 3F: 3 clusters Score -239015.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -239318.781250 Penalty: 2716.032959
	Iteration 4F: 3 clusters Score -239318.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -239607.140625 Penalty: 2716.032959
	Iteration 5F: 3 clusters Score -239607.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -239882.265625 Penalty: 2716.032959
	Iteration 6F: 3 clusters Score -239882.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -240076.156250 Penalty: 2716.032959
	Iteration 7Q: 3 clusters Score -240076.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -240170.000000 Penalty: 2716.032959
	Iteration 8Q: 3 clusters Score -240170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -240220.281250 Penalty: 2716.032959
	Iteration 9Q: 3 clusters Score -240220.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -240242.828125 Penalty: 2716.032959
	Iteration 10Q: 3 clusters Score -240242.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -240253.968750 Penalty: 2716.032959
	Iteration 11Q: 3 clusters Score -240254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -240261.171875 Penalty: 2716.032959
	Iteration 12Q: 3 clusters Score -240261.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -240267.296875 Penalty: 2716.032959
	Iteration 13Q: 3 clusters Score -240267.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -240274.031250 Penalty: 2716.032959
	Iteration 14Q: 3 clusters Score -240274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -240286.015625 Penalty: 2716.032959
	Iteration 15Q: 3 clusters Score -240286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -240299.250000 Penalty: 2716.032959
	Iteration 16Q: 3 clusters Score -240299.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -240310.656250 Penalty: 2716.032959
	Iteration 17Q: 3 clusters Score -240310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -240319.593750 Penalty: 2716.032959
	Iteration 18Q: 3 clusters Score -240319.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -240328.890625 Penalty: 2716.032959
	Iteration 19Q: 3 clusters Score -240328.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -240337.312500 Penalty: 2716.032959
	Iteration 20F: 3 clusters Score -240337.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -240348.890625 Penalty: 2716.032959
	Iteration 21Q: 3 clusters Score -240348.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -240365.687500 Penalty: 2716.032959
	Iteration 22Q: 3 clusters Score -240365.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -240384.093750 Penalty: 2716.032959
	Iteration 23Q: 3 clusters Score -240384.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -240402.406250 Penalty: 2716.032959
	Iteration 24Q: 3 clusters Score -240402.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -240424.218750 Penalty: 2716.032959
	Iteration 25Q: 3 clusters Score -240424.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -240439.140625 Penalty: 2716.032959
	Iteration 26Q: 3 clusters Score -240439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -240447.343750 Penalty: 2716.032959
	Iteration 27Q: 3 clusters Score -240447.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -240454.140625 Penalty: 2716.032959
	Iteration 28Q: 3 clusters Score -240454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -240457.312500 Penalty: 2716.032959
	Iteration 29Q: 3 clusters Score -240457.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -240462.906250 Penalty: 2716.032959
	Iteration 30Q: 3 clusters Score -240462.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -240467.687500 Penalty: 2716.032959
	Iteration 31Q: 3 clusters Score -240467.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -240476.171875 Penalty: 2716.032959
	Iteration 32Q: 3 clusters Score -240476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -240480.640625 Penalty: 2716.032959
	Iteration 33Q: 3 clusters Score -240480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -240484.093750 Penalty: 2716.032959
	Iteration 34Q: 3 clusters Score -240484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -240483.906250 Penalty: 2716.032959
	Iteration 35Q: 3 clusters Score -240483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -240484.921875 Penalty: 2716.032959
	Iteration 36Q: 3 clusters Score -240484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -240485.265625 Penalty: 2716.032959
	Iteration 37Q: 3 clusters Score -240485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -240486.890625 Penalty: 2716.032959
	Iteration 38Q: 3 clusters Score -240486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -240488.234375 Penalty: 2716.032959
	Iteration 39Q: 3 clusters Score -240488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240488.046875 Penalty: 2716.032959
	Iteration 40F: 3 clusters Score -240488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Entering Unmasked Estep 
Score: -1134872.000000 Penalty: 1599.848633
	Iteration 0F: 2 clusters Score -1134872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1122028.125000 Penalty: 3199.697266
	Iteration 0F: 3 clusters Score -1122028 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1126643.000000 Penalty: 3199.697266
	Iteration 1F: 3 clusters Score -1126643 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1127109.500000 Penalty: 3199.697266
	Iteration 2F: 3 clusters Score -1127110 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1127581.375000 Penalty: 3199.697266
	Iteration 3F: 3 clusters Score -1127581 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1128078.375000 Penalty: 3199.697266
	Iteration 4F: 3 clusters Score -1128078 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1128632.750000 Penalty: 3199.697266
	Iteration 5F: 3 clusters Score -1128633 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1129220.125000 Penalty: 3199.697266
	Iteration 6F: 3 clusters Score -1129220 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1129797.125000 Penalty: 3199.697266
	Iteration 7F: 3 clusters Score -1129797 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1130312.625000 Penalty: 3199.697266
	Iteration 8Q: 3 clusters Score -1130313 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1130748.875000 Penalty: 3199.697266
	Iteration 9Q: 3 clusters Score -1130749 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1131076.375000 Penalty: 3199.697266
	Iteration 10Q: 3 clusters Score -1131076 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1131272.625000 Penalty: 3199.697266
	Iteration 11Q: 3 clusters Score -1131273 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1131375.500000 Penalty: 3199.697266
	Iteration 12Q: 3 clusters Score -1131376 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1131449.750000 Penalty: 3199.697266
	Iteration 13Q: 3 clusters Score -1131450 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1131503.250000 Penalty: 3199.697266
	Iteration 14Q: 3 clusters Score -1131503 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1131541.750000 Penalty: 3199.697266
	Iteration 15Q: 3 clusters Score -1131542 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1131578.750000 Penalty: 3199.697266
	Iteration 16Q: 3 clusters Score -1131579 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1131616.750000 Penalty: 3199.697266
	Iteration 17Q: 3 clusters Score -1131617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1131652.125000 Penalty: 3199.697266
	Iteration 18Q: 3 clusters Score -1131652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1131682.750000 Penalty: 3199.697266
	Iteration 19Q: 3 clusters Score -1131683 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1131727.000000 Penalty: 3199.697266
	Iteration 20F: 3 clusters Score -1131727 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1131763.750000 Penalty: 3199.697266
	Iteration 21Q: 3 clusters Score -1131764 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1131803.125000 Penalty: 3199.697266
	Iteration 22Q: 3 clusters Score -1131803 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1131850.625000 Penalty: 3199.697266
	Iteration 23Q: 3 clusters Score -1131851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1131910.875000 Penalty: 3199.697266
	Iteration 24Q: 3 clusters Score -1131911 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1131982.125000 Penalty: 3199.697266
	Iteration 25Q: 3 clusters Score -1131982 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1132059.875000 Penalty: 3199.697266
	Iteration 26Q: 3 clusters Score -1132060 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1132159.750000 Penalty: 3199.697266
	Iteration 27Q: 3 clusters Score -1132160 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1132265.875000 Penalty: 3199.697266
	Iteration 28Q: 3 clusters Score -1132266 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1132383.000000 Penalty: 3199.697266
	Iteration 29Q: 3 clusters Score -1132383 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1132497.125000 Penalty: 3199.697266
	Iteration 30Q: 3 clusters Score -1132497 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1132598.125000 Penalty: 3199.697266
	Iteration 31Q: 3 clusters Score -1132598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1132683.625000 Penalty: 3199.697266
	Iteration 32Q: 3 clusters Score -1132684 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1132768.500000 Penalty: 3199.697266
	Iteration 33Q: 3 clusters Score -1132768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1132855.500000 Penalty: 3199.697266
	Iteration 34Q: 3 clusters Score -1132856 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1132925.625000 Penalty: 3199.697266
	Iteration 35Q: 3 clusters Score -1132926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1132984.500000 Penalty: 3199.697266
	Iteration 36Q: 3 clusters Score -1132984 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1133037.375000 Penalty: 3199.697266
	Iteration 37Q: 3 clusters Score -1133037 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1133087.500000 Penalty: 3199.697266
	Iteration 38Q: 3 clusters Score -1133088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1133132.500000 Penalty: 3199.697266
	Iteration 39Q: 3 clusters Score -1133132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1133181.000000 Penalty: 3199.697266
	Iteration 40F: 3 clusters Score -1133181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1133224.125000 Penalty: 3199.697266
	Iteration 41Q: 3 clusters Score -1133224 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1133270.500000 Penalty: 3199.697266
	Iteration 42Q: 3 clusters Score -1133270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1133326.625000 Penalty: 3199.697266
	Iteration 43Q: 3 clusters Score -1133327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1133386.875000 Penalty: 3199.697266
	Iteration 44Q: 3 clusters Score -1133387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1133427.875000 Penalty: 3199.697266
	Iteration 45Q: 3 clusters Score -1133428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1133457.625000 Penalty: 3199.697266
	Iteration 46Q: 3 clusters Score -1133458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1133486.375000 Penalty: 3199.697266
	Iteration 47Q: 3 clusters Score -1133486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1133508.375000 Penalty: 3199.697266
	Iteration 48Q: 3 clusters Score -1133508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1133520.000000 Penalty: 3199.697266
	Iteration 49Q: 3 clusters Score -1133520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1133527.875000 Penalty: 3199.697266
	Iteration 50Q: 3 clusters Score -1133528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1133533.125000 Penalty: 3199.697266
	Iteration 51Q: 3 clusters Score -1133533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1133542.250000 Penalty: 3199.697266
	Iteration 52Q: 3 clusters Score -1133542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1133542.875000 Penalty: 3199.697266
	Iteration 53Q: 3 clusters Score -1133543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1133552.500000 Penalty: 3199.697266
	Iteration 54Q: 3 clusters Score -1133552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1133554.625000 Penalty: 3199.697266
	Iteration 55Q: 3 clusters Score -1133555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1133559.125000 Penalty: 3199.697266
	Iteration 56Q: 3 clusters Score -1133559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1133562.000000 Penalty: 3199.697266
	Iteration 57Q: 3 clusters Score -1133562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1133567.500000 Penalty: 3199.697266
	Iteration 58Q: 3 clusters Score -1133568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1133575.500000 Penalty: 3199.697266
	Iteration 59Q: 3 clusters Score -1133576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1133579.250000 Penalty: 3199.697266
	Iteration 60F: 3 clusters Score -1133579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1133580.875000 Penalty: 3199.697266
	Iteration 61Q: 3 clusters Score -1133581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1133583.375000 Penalty: 3199.697266
	Iteration 62Q: 3 clusters Score -1133583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1133585.625000 Penalty: 3199.697266
	Iteration 63Q: 3 clusters Score -1133586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1133587.625000 Penalty: 3199.697266
	Iteration 64Q: 3 clusters Score -1133588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1133588.000000 Penalty: 3199.697266
	Iteration 65Q: 3 clusters Score -1133588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1133588.625000 Penalty: 3199.697266
	Iteration 66Q: 3 clusters Score -1133589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1133589.875000 Penalty: 3199.697266
	Iteration 67Q: 3 clusters Score -1133590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1133589.500000 Penalty: 3199.697266
	Iteration 68Q: 3 clusters Score -1133590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1133591.000000 Penalty: 3199.697266
	Iteration 69Q: 3 clusters Score -1133591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1133591.125000 Penalty: 3199.697266
	Iteration 70Q: 3 clusters Score -1133591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1133591.125000 Penalty: 3199.697266
	Iteration 71F: 3 clusters Score -1133591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -22369.083984 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -22369.08 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 230 members 
Entering Unmasked Estep 
Score: -21340.667969 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -21340.67 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21468.445312 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -21468.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21516.658203 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -21516.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21539.812500 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -21539.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21551.890625 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -21551.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21557.294922 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -21557.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21565.107422 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -21565.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21569.460938 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -21569.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21572.101562 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -21572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21572.101562 Penalty: 1984.782349
	Iteration 9F: 3 clusters Score -21572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -150933.921875 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -150933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -148400.843750 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -148400.8 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -148974.953125 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -148975 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -149084.484375 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -149084.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -149131.875000 Penalty: 2572.250732
	Iteration 3Q: 3 clusters Score -149131.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -149171.796875 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -149171.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -149206.750000 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -149206.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -149243.515625 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -149243.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -149275.468750 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -149275.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -149311.125000 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -149311.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -149356.578125 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -149356.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -149418.281250 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -149418.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -149532.062500 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -149532.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -149713.781250 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -149713.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -149946.328125 Penalty: 2572.250732
	Iteration 13F: 3 clusters Score -149946.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -150188.546875 Penalty: 2572.250732
	Iteration 14F: 3 clusters Score -150188.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -150410.812500 Penalty: 2572.250732
	Iteration 15F: 3 clusters Score -150410.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -150609.250000 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -150609.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -150779.062500 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -150779.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -150955.437500 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -150955.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -151059.671875 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -151059.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -151107.328125 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -151107.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -151122.921875 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -151122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -151135.109375 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -151135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -151144.296875 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -151144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -151148.562500 Penalty: 2572.250732
	Iteration 24Q: 3 clusters Score -151148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -151154.046875 Penalty: 2572.250732
	Iteration 25Q: 3 clusters Score -151154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -151158.375000 Penalty: 2572.250732
	Iteration 26Q: 3 clusters Score -151158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -151160.984375 Penalty: 2572.250732
	Iteration 27Q: 3 clusters Score -151161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -151166.812500 Penalty: 2572.250732
	Iteration 28Q: 3 clusters Score -151166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -151173.734375 Penalty: 2572.250732
	Iteration 29Q: 3 clusters Score -151173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -151178.015625 Penalty: 2572.250732
	Iteration 30Q: 3 clusters Score -151178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -151182.812500 Penalty: 2572.250732
	Iteration 31Q: 3 clusters Score -151182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -151186.875000 Penalty: 2572.250732
	Iteration 32Q: 3 clusters Score -151186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -151191.468750 Penalty: 2572.250732
	Iteration 33Q: 3 clusters Score -151191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -151194.296875 Penalty: 2572.250732
	Iteration 34Q: 3 clusters Score -151194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -151194.828125 Penalty: 2572.250732
	Iteration 35Q: 3 clusters Score -151194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -151195.968750 Penalty: 2572.250732
	Iteration 36Q: 3 clusters Score -151196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -151197.421875 Penalty: 2572.250732
	Iteration 37Q: 3 clusters Score -151197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151198.406250 Penalty: 2572.250732
	Iteration 38Q: 3 clusters Score -151198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151198.406250 Penalty: 2572.250732
	Iteration 39F: 3 clusters Score -151198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77228 members 
Mstep: Class 5 contains 67953 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 23924 members 
Mstep: Class 20 contains 77581 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 1847 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8089 members 
Mstep: Class 41 contains 890 members 
Entering Unmasked Estep 
Score: -30938018.000000 Penalty: 88057.867188
Splitting cluster 33 changes total score from -30938612.000000 to -30938018.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -66877.585938 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -66877.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -65055.082031 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -65055.08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -65561.570312 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -65561.57 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -65778.960938 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -65778.96 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -65912.890625 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -65912.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -66031.203125 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -66031.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -66113.632812 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -66113.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -66174.085938 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -66174.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -66248.492188 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -66248.49 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -66309.804688 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -66309.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -66362.468750 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -66362.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -66398.203125 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -66398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -66427.671875 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -66427.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -66448.257812 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -66448.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66467.437500 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -66467.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -66480.890625 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -66480.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -66485.078125 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -66485.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -66488.476562 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -66488.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -66491.664062 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -66491.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -66494.617188 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -66494.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -66497.687500 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -66497.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -66499.570312 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -66499.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -66500.617188 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -66500.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -66503.148438 Penalty: 2395.529541
	Iteration 22Q: 3 clusters Score -66503.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -66505.148438 Penalty: 2395.529541
	Iteration 23Q: 3 clusters Score -66505.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -66506.609375 Penalty: 2395.529541
	Iteration 24Q: 3 clusters Score -66506.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -66506.609375 Penalty: 2395.529541
	Iteration 25F: 3 clusters Score -66506.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -287082.468750 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -287082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -283157.406250 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -283157.4 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -284202.656250 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -284202.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -284361.031250 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -284361 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -284471.593750 Penalty: 2760.924561
	Iteration 3Q: 3 clusters Score -284471.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -284584.156250 Penalty: 2760.924561
	Iteration 4Q: 3 clusters Score -284584.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -284673.718750 Penalty: 2760.924561
	Iteration 5Q: 3 clusters Score -284673.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -284754.343750 Penalty: 2760.924561
	Iteration 6Q: 3 clusters Score -284754.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -284841.031250 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -284841 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -284932.906250 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -284932.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -285036.468750 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -285036.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -285163.218750 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -285163.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -285299.781250 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -285299.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -285432.937500 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -285432.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285534.781250 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -285534.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285619.500000 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -285619.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -285681.968750 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -285682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285731.375000 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -285731.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -285771.781250 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -285771.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -285802.812500 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -285802.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -285833.312500 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -285833.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -285863.250000 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -285863.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285881.593750 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -285881.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -285899.281250 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -285899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -285912.062500 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -285912.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -285924.218750 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -285924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -285936.531250 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -285936.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -285944.156250 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -285944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -285954.281250 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -285954.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -285961.875000 Penalty: 2760.924561
	Iteration 28Q: 3 clusters Score -285961.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -285969.031250 Penalty: 2760.924561
	Iteration 29Q: 3 clusters Score -285969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -285974.187500 Penalty: 2760.924561
	Iteration 30Q: 3 clusters Score -285974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -285976.531250 Penalty: 2760.924561
	Iteration 31Q: 3 clusters Score -285976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -285977.968750 Penalty: 2760.924561
	Iteration 32Q: 3 clusters Score -285978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -285980.125000 Penalty: 2760.924561
	Iteration 33Q: 3 clusters Score -285980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -285981.593750 Penalty: 2760.924561
	Iteration 34Q: 3 clusters Score -285981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -285982.281250 Penalty: 2760.924561
	Iteration 35Q: 3 clusters Score -285982.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -285982.281250 Penalty: 2760.924561
	Iteration 36F: 3 clusters Score -285982.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -123343.804688 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -123343.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -121039.390625 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -121039.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -121542.281250 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -121542.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -121650.273438 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -121650.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -121704.117188 Penalty: 2511.019043
	Iteration 3Q: 3 clusters Score -121704.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -121762.117188 Penalty: 2511.019043
	Iteration 4Q: 3 clusters Score -121762.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -121805.140625 Penalty: 2511.019043
	Iteration 5Q: 3 clusters Score -121805.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -121837.226562 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -121837.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -121861.390625 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -121861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -121886.890625 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -121886.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -121915.085938 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -121915.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -121938.257812 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -121938.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121963.179688 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -121963.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -121983.390625 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -121983.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122009.164062 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -122009.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122037.023438 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -122037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122068.250000 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -122068.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122097.953125 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -122098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -122141.570312 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -122141.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -122173.609375 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -122173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122198.671875 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -122198.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122234.851562 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -122234.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -122276.890625 Penalty: 2511.019043
	Iteration 21Q: 3 clusters Score -122276.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122325.953125 Penalty: 2511.019043
	Iteration 22Q: 3 clusters Score -122326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122369.476562 Penalty: 2511.019043
	Iteration 23Q: 3 clusters Score -122369.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122399.562500 Penalty: 2511.019043
	Iteration 24Q: 3 clusters Score -122399.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122437.687500 Penalty: 2511.019043
	Iteration 25Q: 3 clusters Score -122437.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122497.531250 Penalty: 2511.019043
	Iteration 26Q: 3 clusters Score -122497.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122570.695312 Penalty: 2511.019043
	Iteration 27Q: 3 clusters Score -122570.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122630.546875 Penalty: 2511.019043
	Iteration 28Q: 3 clusters Score -122630.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122681.578125 Penalty: 2511.019043
	Iteration 29Q: 3 clusters Score -122681.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122711.742188 Penalty: 2511.019043
	Iteration 30Q: 3 clusters Score -122711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122729.546875 Penalty: 2511.019043
	Iteration 31Q: 3 clusters Score -122729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122742.609375 Penalty: 2511.019043
	Iteration 32Q: 3 clusters Score -122742.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122756.320312 Penalty: 2511.019043
	Iteration 33Q: 3 clusters Score -122756.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122767.015625 Penalty: 2511.019043
	Iteration 34Q: 3 clusters Score -122767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122776.726562 Penalty: 2511.019043
	Iteration 35Q: 3 clusters Score -122776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -122786.351562 Penalty: 2511.019043
	Iteration 36Q: 3 clusters Score -122786.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122799.703125 Penalty: 2511.019043
	Iteration 37Q: 3 clusters Score -122799.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122810.367188 Penalty: 2511.019043
	Iteration 38Q: 3 clusters Score -122810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122820.789062 Penalty: 2511.019043
	Iteration 39Q: 3 clusters Score -122820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122829.242188 Penalty: 2511.019043
	Iteration 40F: 3 clusters Score -122829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122835.625000 Penalty: 2511.019043
	Iteration 41Q: 3 clusters Score -122835.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122841.843750 Penalty: 2511.019043
	Iteration 42Q: 3 clusters Score -122841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -122845.289062 Penalty: 2511.019043
	Iteration 43Q: 3 clusters Score -122845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122848.070312 Penalty: 2511.019043
	Iteration 44Q: 3 clusters Score -122848.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -122855.687500 Penalty: 2511.019043
	Iteration 45Q: 3 clusters Score -122855.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -122864.734375 Penalty: 2511.019043
	Iteration 46Q: 3 clusters Score -122864.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122875.914062 Penalty: 2511.019043
	Iteration 47Q: 3 clusters Score -122875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122890.484375 Penalty: 2511.019043
	Iteration 48Q: 3 clusters Score -122890.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122899.523438 Penalty: 2511.019043
	Iteration 49Q: 3 clusters Score -122899.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122908.234375 Penalty: 2511.019043
	Iteration 50Q: 3 clusters Score -122908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122917.414062 Penalty: 2511.019043
	Iteration 51Q: 3 clusters Score -122917.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -122928.460938 Penalty: 2511.019043
	Iteration 52Q: 3 clusters Score -122928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -122940.062500 Penalty: 2511.019043
	Iteration 53Q: 3 clusters Score -122940.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122954.367188 Penalty: 2511.019043
	Iteration 54Q: 3 clusters Score -122954.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -122962.296875 Penalty: 2511.019043
	Iteration 55Q: 3 clusters Score -122962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122968.281250 Penalty: 2511.019043
	Iteration 56Q: 3 clusters Score -122968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122971.437500 Penalty: 2511.019043
	Iteration 57Q: 3 clusters Score -122971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122973.585938 Penalty: 2511.019043
	Iteration 58Q: 3 clusters Score -122973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -122974.335938 Penalty: 2511.019043
	Iteration 59Q: 3 clusters Score -122974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -122974.335938 Penalty: 2511.019043
	Iteration 60F: 3 clusters Score -122974.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -145055.609375 Penalty: 1275.451782
	Iteration 0F: 2 clusters Score -145055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -142618.375000 Penalty: 2550.903564
	Iteration 0F: 3 clusters Score -142618.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -143146.234375 Penalty: 2550.903564
	Iteration 1F: 3 clusters Score -143146.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -143273.484375 Penalty: 2550.903564
	Iteration 2F: 3 clusters Score -143273.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -143370.765625 Penalty: 2550.903564
	Iteration 3F: 3 clusters Score -143370.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -143450.375000 Penalty: 2550.903564
	Iteration 4Q: 3 clusters Score -143450.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -143537.140625 Penalty: 2550.903564
	Iteration 5Q: 3 clusters Score -143537.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -143615.093750 Penalty: 2550.903564
	Iteration 6Q: 3 clusters Score -143615.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -143699.203125 Penalty: 2550.903564
	Iteration 7Q: 3 clusters Score -143699.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -143794.109375 Penalty: 2550.903564
	Iteration 8Q: 3 clusters Score -143794.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -143891.968750 Penalty: 2550.903564
	Iteration 9Q: 3 clusters Score -143892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -143963.093750 Penalty: 2550.903564
	Iteration 10Q: 3 clusters Score -143963.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -144015.953125 Penalty: 2550.903564
	Iteration 11Q: 3 clusters Score -144016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -144061.203125 Penalty: 2550.903564
	Iteration 12Q: 3 clusters Score -144061.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -144118.671875 Penalty: 2550.903564
	Iteration 13Q: 3 clusters Score -144118.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -144150.734375 Penalty: 2550.903564
	Iteration 14Q: 3 clusters Score -144150.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -144164.671875 Penalty: 2550.903564
	Iteration 15Q: 3 clusters Score -144164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -144173.875000 Penalty: 2550.903564
	Iteration 16Q: 3 clusters Score -144173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -144180.140625 Penalty: 2550.903564
	Iteration 17Q: 3 clusters Score -144180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -144184.515625 Penalty: 2550.903564
	Iteration 18Q: 3 clusters Score -144184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -144188.687500 Penalty: 2550.903564
	Iteration 19Q: 3 clusters Score -144188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -144191.906250 Penalty: 2550.903564
	Iteration 20F: 3 clusters Score -144191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -144196.000000 Penalty: 2550.903564
	Iteration 21Q: 3 clusters Score -144196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -144197.546875 Penalty: 2550.903564
	Iteration 22Q: 3 clusters Score -144197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -144198.671875 Penalty: 2550.903564
	Iteration 23Q: 3 clusters Score -144198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -144200.875000 Penalty: 2550.903564
	Iteration 24Q: 3 clusters Score -144200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -144202.406250 Penalty: 2550.903564
	Iteration 25Q: 3 clusters Score -144202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -144204.187500 Penalty: 2550.903564
	Iteration 26Q: 3 clusters Score -144204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -144204.187500 Penalty: 2550.903564
	Iteration 27F: 3 clusters Score -144204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -19944.228516 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -19944.23 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 189 members 
Entering Unmasked Estep 
Score: -18990.576172 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -18990.58 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19134.193359 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -19134.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19187.515625 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -19187.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19203.212891 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -19203.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19206.410156 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -19206.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19207.787109 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -19207.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19211.414062 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -19211.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19215.667969 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -19215.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19215.667969 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -19215.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -59493.082031 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -59493.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -57997.296875 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -57997.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58259.664062 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -58259.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58346.921875 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -58346.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58405.933594 Penalty: 2266.096924
	Iteration 3Q: 3 clusters Score -58405.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58457.875000 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -58457.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58497.761719 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -58497.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58531.949219 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -58531.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58560.062500 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -58560.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58577.968750 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -58577.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58589.523438 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -58589.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58599.714844 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -58599.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58604.417969 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -58604.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58607.554688 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -58607.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58611.171875 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -58611.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58611.640625 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -58611.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58611.640625 Penalty: 2266.096924
	Iteration 15F: 3 clusters Score -58611.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77228 members 
Mstep: Class 5 contains 67953 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 23924 members 
Mstep: Class 20 contains 77581 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4260 members 
Mstep: Class 31 contains 18868 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939620.000000 Penalty: 85910.117188
Iteration 119Q: 41 clusters Score -3.093962e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81201 members 
Mstep: Class 4 contains 77234 members 
Mstep: Class 5 contains 68035 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 15888 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 14497 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 6475 members 
Mstep: Class 19 contains 24298 members 
Mstep: Class 20 contains 77196 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 54886 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 5363 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 18880 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 4898 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30940556.000000 Penalty: 85910.117188
Iteration 120F: 41 clusters Score -3.094056e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77234 members 
Mstep: Class 5 contains 68007 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 16011 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6297 members 
Mstep: Class 15 contains 14509 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5116 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 24353 members 
Mstep: Class 20 contains 76783 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 54885 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 5372 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 936 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 18887 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1583 members 
Mstep: Class 35 contains 4901 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 7847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941076.000000 Penalty: 85910.117188
Iteration 121Q: 41 clusters Score -3.094108e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77233 members 
Mstep: Class 5 contains 67987 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 16186 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 14536 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 24421 members 
Mstep: Class 20 contains 76340 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6232 members 
Mstep: Class 26 contains 5383 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 4874 members 
Mstep: Class 29 contains 938 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 1579 members 
Mstep: Class 35 contains 4910 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2564 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941260.000000 Penalty: 85910.117188
Iteration 122Q: 41 clusters Score -3.094126e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77227 members 
Mstep: Class 5 contains 67988 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 16381 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6286 members 
Mstep: Class 15 contains 14547 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 6479 members 
Mstep: Class 19 contains 24485 members 
Mstep: Class 20 contains 75920 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6245 members 
Mstep: Class 26 contains 5398 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 4900 members 
Mstep: Class 29 contains 940 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 449 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4920 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941398.000000 Penalty: 85910.117188
Iteration 123Q: 41 clusters Score -3.09414e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77218 members 
Mstep: Class 5 contains 68006 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 14557 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 6478 members 
Mstep: Class 19 contains 24513 members 
Mstep: Class 20 contains 75547 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 54873 members 
Mstep: Class 25 contains 6241 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 942 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 18897 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4924 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2568 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941492.000000 Penalty: 85910.117188
Iteration 124Q: 41 clusters Score -3.094149e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77215 members 
Mstep: Class 5 contains 68027 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 16838 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 14565 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 24540 members 
Mstep: Class 20 contains 75159 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6232 members 
Mstep: Class 26 contains 5416 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4945 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 18898 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4927 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2568 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941468.000000 Penalty: 85910.117188
Iteration 125Q: 41 clusters Score -3.094147e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77211 members 
Mstep: Class 5 contains 68055 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 17129 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4028 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 14572 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5077 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 24571 members 
Mstep: Class 20 contains 74733 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54872 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 5426 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 948 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18897 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 1579 members 
Mstep: Class 35 contains 4937 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2568 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941630.000000 Penalty: 85910.117188
Iteration 126Q: 41 clusters Score -3.094163e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77203 members 
Mstep: Class 5 contains 68086 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 17392 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 14577 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5067 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 24601 members 
Mstep: Class 20 contains 74342 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54868 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4967 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18897 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 1579 members 
Mstep: Class 35 contains 4942 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941684.000000 Penalty: 85910.117188
Iteration 127Q: 41 clusters Score -3.094168e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77200 members 
Mstep: Class 5 contains 68115 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 17672 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4024 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 14589 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 73970 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54867 members 
Mstep: Class 25 contains 6229 members 
Mstep: Class 26 contains 5435 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4977 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4945 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941796.000000 Penalty: 85910.117188
Iteration 128Q: 41 clusters Score -3.09418e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77199 members 
Mstep: Class 5 contains 68147 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 17937 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 73635 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54869 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4980 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4945 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941908.000000 Penalty: 85910.117188
Iteration 129Q: 41 clusters Score -3.094191e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77193 members 
Mstep: Class 5 contains 68169 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 18200 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6274 members 
Mstep: Class 15 contains 14601 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 6482 members 
Mstep: Class 19 contains 24630 members 
Mstep: Class 20 contains 73307 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4948 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30941986.000000 Penalty: 85910.117188
Iteration 130Q: 41 clusters Score -3.094199e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77190 members 
Mstep: Class 5 contains 68203 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 18439 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 14597 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5039 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 24646 members 
Mstep: Class 20 contains 72991 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6231 members 
Mstep: Class 26 contains 5420 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4998 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18891 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4952 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942010.000000 Penalty: 85910.117188
Iteration 131Q: 41 clusters Score -3.094201e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77188 members 
Mstep: Class 5 contains 68241 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 18645 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6267 members 
Mstep: Class 15 contains 14600 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 24644 members 
Mstep: Class 20 contains 72732 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5004 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4957 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942000.000000 Penalty: 85910.117188
Iteration 132Q: 41 clusters Score -3.0942e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77189 members 
Mstep: Class 5 contains 68265 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 18855 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4014 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 14593 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5026 members 
Mstep: Class 18 contains 6478 members 
Mstep: Class 19 contains 24647 members 
Mstep: Class 20 contains 72487 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6222 members 
Mstep: Class 26 contains 5403 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 4959 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942094.000000 Penalty: 85910.117188
Iteration 133Q: 41 clusters Score -3.094209e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77183 members 
Mstep: Class 5 contains 68279 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4016 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6264 members 
Mstep: Class 15 contains 14596 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 6478 members 
Mstep: Class 19 contains 24661 members 
Mstep: Class 20 contains 72262 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54873 members 
Mstep: Class 25 contains 6211 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5021 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18888 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4960 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942114.000000 Penalty: 85910.117188
Iteration 134Q: 41 clusters Score -3.094211e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77180 members 
Mstep: Class 5 contains 68291 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4014 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 14596 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 6478 members 
Mstep: Class 19 contains 24675 members 
Mstep: Class 20 contains 72066 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 5383 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5025 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18884 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4959 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942082.000000 Penalty: 85910.117188
Iteration 135Q: 41 clusters Score -3.094208e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77179 members 
Mstep: Class 5 contains 68294 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19404 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 15 contains 14598 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5011 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 24688 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 54879 members 
Mstep: Class 25 contains 6204 members 
Mstep: Class 26 contains 5380 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5033 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18884 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1578 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942108.000000 Penalty: 85910.117188
Iteration 136Q: 41 clusters Score -3.094211e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77176 members 
Mstep: Class 5 contains 68308 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19530 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4010 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 14608 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5006 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 24697 members 
Mstep: Class 20 contains 71724 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 54879 members 
Mstep: Class 25 contains 6203 members 
Mstep: Class 26 contains 5374 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942176.000000 Penalty: 85910.117188
Iteration 137Q: 41 clusters Score -3.094218e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 81200 members 
Mstep: Class 4 contains 77176 members 
Mstep: Class 5 contains 68318 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19653 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5002 members 
Mstep: Class 18 contains 6484 members 
Mstep: Class 19 contains 24719 members 
Mstep: Class 20 contains 71559 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6199 members 
Mstep: Class 26 contains 5370 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942204.000000 Penalty: 85910.117188
Iteration 138Q: 41 clusters Score -3.09422e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77174 members 
Mstep: Class 5 contains 68325 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19766 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4010 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 14624 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 6485 members 
Mstep: Class 19 contains 24727 members 
Mstep: Class 20 contains 71426 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 54879 members 
Mstep: Class 25 contains 6198 members 
Mstep: Class 26 contains 5370 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18882 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4964 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942210.000000 Penalty: 85910.117188
Iteration 139Q: 41 clusters Score -3.094221e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77174 members 
Mstep: Class 5 contains 68330 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19863 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 14635 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 6489 members 
Mstep: Class 19 contains 24737 members 
Mstep: Class 20 contains 71304 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 54879 members 
Mstep: Class 25 contains 6195 members 
Mstep: Class 26 contains 5370 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18885 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942204.000000 Penalty: 85910.117188
Iteration 140F: 41 clusters Score -3.09422e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77170 members 
Mstep: Class 5 contains 68335 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 19966 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6258 members 
Mstep: Class 15 contains 14650 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4987 members 
Mstep: Class 18 contains 6492 members 
Mstep: Class 19 contains 24743 members 
Mstep: Class 20 contains 71188 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18882 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942206.000000 Penalty: 85910.117188
Iteration 141Q: 41 clusters Score -3.094221e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77172 members 
Mstep: Class 5 contains 68336 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20065 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 15 contains 14661 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4984 members 
Mstep: Class 18 contains 6494 members 
Mstep: Class 19 contains 24745 members 
Mstep: Class 20 contains 71073 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 54873 members 
Mstep: Class 25 contains 6191 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4264 members 
Mstep: Class 31 contains 18883 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2720 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942246.000000 Penalty: 85910.117188
Iteration 142Q: 41 clusters Score -3.094225e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77171 members 
Mstep: Class 5 contains 68332 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20159 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6255 members 
Mstep: Class 15 contains 14674 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 6497 members 
Mstep: Class 19 contains 24753 members 
Mstep: Class 20 contains 70967 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 54873 members 
Mstep: Class 25 contains 6186 members 
Mstep: Class 26 contains 5364 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18888 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2718 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942218.000000 Penalty: 85910.117188
Iteration 143Q: 41 clusters Score -3.094222e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77170 members 
Mstep: Class 5 contains 68325 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20260 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4013 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 14681 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 6501 members 
Mstep: Class 19 contains 24766 members 
Mstep: Class 20 contains 70857 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9317 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6185 members 
Mstep: Class 26 contains 5362 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2717 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942282.000000 Penalty: 85910.117188
Iteration 144Q: 41 clusters Score -3.094228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81197 members 
Mstep: Class 4 contains 77169 members 
Mstep: Class 5 contains 68323 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20353 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4013 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14690 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 6505 members 
Mstep: Class 19 contains 24770 members 
Mstep: Class 20 contains 70759 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6183 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18887 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942302.000000 Penalty: 85910.117188
Iteration 145Q: 41 clusters Score -3.09423e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 77167 members 
Mstep: Class 5 contains 68329 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14699 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 6503 members 
Mstep: Class 19 contains 24772 members 
Mstep: Class 20 contains 70658 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6182 members 
Mstep: Class 26 contains 5365 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 18890 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942334.000000 Penalty: 85910.117188
Iteration 146Q: 41 clusters Score -3.094233e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81198 members 
Mstep: Class 4 contains 77163 members 
Mstep: Class 5 contains 68328 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4013 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 6502 members 
Mstep: Class 19 contains 24776 members 
Mstep: Class 20 contains 70561 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6181 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18890 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942306.000000 Penalty: 85910.117188
Iteration 147Q: 41 clusters Score -3.094231e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77161 members 
Mstep: Class 5 contains 68329 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20616 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4013 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4969 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24782 members 
Mstep: Class 20 contains 70472 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54878 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 5362 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942314.000000 Penalty: 85910.117188
Iteration 148Q: 41 clusters Score -3.094231e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77162 members 
Mstep: Class 5 contains 68328 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20699 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24796 members 
Mstep: Class 20 contains 70372 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54879 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18890 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942356.000000 Penalty: 85910.117188
Iteration 149Q: 41 clusters Score -3.094236e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77161 members 
Mstep: Class 5 contains 68335 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20781 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4009 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14720 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4964 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24805 members 
Mstep: Class 20 contains 70275 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 5360 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942398.000000 Penalty: 85910.117188
Iteration 150Q: 41 clusters Score -3.09424e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77160 members 
Mstep: Class 5 contains 68342 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20851 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4009 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24818 members 
Mstep: Class 20 contains 70187 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 5358 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5054 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18888 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942396.000000 Penalty: 85910.117188
Iteration 151Q: 41 clusters Score -3.09424e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77159 members 
Mstep: Class 5 contains 68344 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20916 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4008 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14725 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24824 members 
Mstep: Class 20 contains 70114 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5054 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942378.000000 Penalty: 85910.117188
Iteration 152Q: 41 clusters Score -3.094238e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77159 members 
Mstep: Class 5 contains 68348 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 20981 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4961 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24828 members 
Mstep: Class 20 contains 70043 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54881 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4964 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942408.000000 Penalty: 85910.117188
Iteration 153Q: 41 clusters Score -3.094241e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77159 members 
Mstep: Class 5 contains 68353 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21050 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4006 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4955 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24836 members 
Mstep: Class 20 contains 69969 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6176 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5054 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18888 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4964 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942430.000000 Penalty: 85910.117188
Iteration 154Q: 41 clusters Score -3.094243e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77157 members 
Mstep: Class 5 contains 68357 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21124 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4005 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14737 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24847 members 
Mstep: Class 20 contains 69880 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54884 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 5353 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942422.000000 Penalty: 85910.117188
Iteration 155Q: 41 clusters Score -3.094242e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77154 members 
Mstep: Class 5 contains 68356 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 14748 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4948 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24866 members 
Mstep: Class 20 contains 69803 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54884 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2715 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942422.000000 Penalty: 85910.117188
Iteration 156Q: 41 clusters Score -3.094242e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68367 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21258 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3999 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14753 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4944 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24874 members 
Mstep: Class 20 contains 69722 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54884 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2715 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942464.000000 Penalty: 85910.117188
Iteration 157Q: 41 clusters Score -3.094246e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68373 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21323 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14757 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 69660 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54884 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5348 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18890 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2715 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4967 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942434.000000 Penalty: 85910.117188
Iteration 158Q: 41 clusters Score -3.094243e+07 nChanged 100
Entering ConstructFrom: 
Score: -30942434.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -113411.117188 Penalty: 1229.104492
	Iteration 0F: 2 clusters Score -113411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -111358.578125 Penalty: 2458.208984
	Iteration 0F: 3 clusters Score -111358.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -111750.890625 Penalty: 2458.208984
	Iteration 1F: 3 clusters Score -111750.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111833.937500 Penalty: 2458.208984
	Iteration 2F: 3 clusters Score -111833.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -111875.742188 Penalty: 2458.208984
	Iteration 3Q: 3 clusters Score -111875.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -111905.015625 Penalty: 2458.208984
	Iteration 4Q: 3 clusters Score -111905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -111930.539062 Penalty: 2458.208984
	Iteration 5Q: 3 clusters Score -111930.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -111962.062500 Penalty: 2458.208984
	Iteration 6Q: 3 clusters Score -111962.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111984.796875 Penalty: 2458.208984
	Iteration 7Q: 3 clusters Score -111984.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112001.953125 Penalty: 2458.208984
	Iteration 8Q: 3 clusters Score -112002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -112012.156250 Penalty: 2458.208984
	Iteration 9Q: 3 clusters Score -112012.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -112021.929688 Penalty: 2458.208984
	Iteration 10Q: 3 clusters Score -112021.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -112036.781250 Penalty: 2458.208984
	Iteration 11Q: 3 clusters Score -112036.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -112056.898438 Penalty: 2458.208984
	Iteration 12Q: 3 clusters Score -112056.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112069.242188 Penalty: 2458.208984
	Iteration 13Q: 3 clusters Score -112069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112076.570312 Penalty: 2458.208984
	Iteration 14Q: 3 clusters Score -112076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -112085.734375 Penalty: 2458.208984
	Iteration 15Q: 3 clusters Score -112085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112089.039062 Penalty: 2458.208984
	Iteration 16Q: 3 clusters Score -112089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -112090.898438 Penalty: 2458.208984
	Iteration 17Q: 3 clusters Score -112090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112094.562500 Penalty: 2458.208984
	Iteration 18Q: 3 clusters Score -112094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112097.515625 Penalty: 2458.208984
	Iteration 19Q: 3 clusters Score -112097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112100.304688 Penalty: 2458.208984
	Iteration 20F: 3 clusters Score -112100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -112104.101562 Penalty: 2458.208984
	Iteration 21Q: 3 clusters Score -112104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112110.601562 Penalty: 2458.208984
	Iteration 22Q: 3 clusters Score -112110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -112113.796875 Penalty: 2458.208984
	Iteration 23Q: 3 clusters Score -112113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112116.867188 Penalty: 2458.208984
	Iteration 24Q: 3 clusters Score -112116.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -112122.375000 Penalty: 2458.208984
	Iteration 25Q: 3 clusters Score -112122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -112125.468750 Penalty: 2458.208984
	Iteration 26Q: 3 clusters Score -112125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112127.164062 Penalty: 2458.208984
	Iteration 27Q: 3 clusters Score -112127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -112129.851562 Penalty: 2458.208984
	Iteration 28Q: 3 clusters Score -112129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -112132.890625 Penalty: 2458.208984
	Iteration 29Q: 3 clusters Score -112132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112137.289062 Penalty: 2458.208984
	Iteration 30Q: 3 clusters Score -112137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -112140.890625 Penalty: 2458.208984
	Iteration 31Q: 3 clusters Score -112140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112142.500000 Penalty: 2458.208984
	Iteration 32Q: 3 clusters Score -112142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112144.921875 Penalty: 2458.208984
	Iteration 33Q: 3 clusters Score -112144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -112147.718750 Penalty: 2458.208984
	Iteration 34Q: 3 clusters Score -112147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112151.406250 Penalty: 2458.208984
	Iteration 35Q: 3 clusters Score -112151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -112152.531250 Penalty: 2458.208984
	Iteration 36Q: 3 clusters Score -112152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -112153.828125 Penalty: 2458.208984
	Iteration 37Q: 3 clusters Score -112153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -112153.828125 Penalty: 2458.208984
	Iteration 38F: 3 clusters Score -112153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -364579.218750 Penalty: 1424.513672
	Iteration 0F: 2 clusters Score -364579.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -359687.125000 Penalty: 2849.027344
	Iteration 0F: 3 clusters Score -359687.1 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -361394.593750 Penalty: 2849.027344
	Iteration 1F: 3 clusters Score -361394.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -362141.875000 Penalty: 2849.027344
	Iteration 2F: 3 clusters Score -362141.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -362915.031250 Penalty: 2849.027344
	Iteration 3F: 3 clusters Score -362915 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -363442.437500 Penalty: 2849.027344
	Iteration 4F: 3 clusters Score -363442.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -363748.812500 Penalty: 2849.027344
	Iteration 5F: 3 clusters Score -363748.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -363902.375000 Penalty: 2849.027344
	Iteration 6Q: 3 clusters Score -363902.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -363967.562500 Penalty: 2849.027344
	Iteration 7Q: 3 clusters Score -363967.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -364016.000000 Penalty: 2849.027344
	Iteration 8Q: 3 clusters Score -364016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -364039.843750 Penalty: 2849.027344
	Iteration 9Q: 3 clusters Score -364039.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -364051.125000 Penalty: 2849.027344
	Iteration 10Q: 3 clusters Score -364051.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -364059.437500 Penalty: 2849.027344
	Iteration 11Q: 3 clusters Score -364059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -364064.781250 Penalty: 2849.027344
	Iteration 12Q: 3 clusters Score -364064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -364068.406250 Penalty: 2849.027344
	Iteration 13Q: 3 clusters Score -364068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -364070.125000 Penalty: 2849.027344
	Iteration 14Q: 3 clusters Score -364070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -364072.750000 Penalty: 2849.027344
	Iteration 15Q: 3 clusters Score -364072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -364073.718750 Penalty: 2849.027344
	Iteration 16Q: 3 clusters Score -364073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -364074.093750 Penalty: 2849.027344
	Iteration 17Q: 3 clusters Score -364074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -364074.375000 Penalty: 2849.027344
	Iteration 18Q: 3 clusters Score -364074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -364075.187500 Penalty: 2849.027344
	Iteration 19Q: 3 clusters Score -364075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -364075.000000 Penalty: 2849.027344
	Iteration 20F: 3 clusters Score -364075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364074.687500 Penalty: 2849.027344
	Iteration 21Q: 3 clusters Score -364074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -364075.968750 Penalty: 2849.027344
	Iteration 22Q: 3 clusters Score -364076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -364075.968750 Penalty: 2849.027344
	Iteration 23F: 3 clusters Score -364076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Entering Unmasked Estep 
Score: -4809205.000000 Penalty: 1837.000977
	Iteration 0F: 2 clusters Score -4809205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -4755286.500000 Penalty: 3674.001953
	Iteration 0F: 3 clusters Score -4755286 nChanged 38309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4777074.500000 Penalty: 3674.001953
	Iteration 1F: 3 clusters Score -4777074 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4777656.500000 Penalty: 3674.001953
	Iteration 2Q: 3 clusters Score -4777656 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -4778240.500000 Penalty: 3674.001953
	Iteration 3Q: 3 clusters Score -4778240 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -4778988.500000 Penalty: 3674.001953
	Iteration 4Q: 3 clusters Score -4778988 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -4780053.500000 Penalty: 3674.001953
	Iteration 5Q: 3 clusters Score -4780054 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -4781427.000000 Penalty: 3674.001953
	Iteration 6Q: 3 clusters Score -4781427 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -4783192.500000 Penalty: 3674.001953
	Iteration 7F: 3 clusters Score -4783192 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -4785404.500000 Penalty: 3674.001953
	Iteration 8F: 3 clusters Score -4785404 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -4787874.500000 Penalty: 3674.001953
	Iteration 9F: 3 clusters Score -4787874 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -4790435.000000 Penalty: 3674.001953
	Iteration 10F: 3 clusters Score -4790435 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -4792919.500000 Penalty: 3674.001953
	Iteration 11F: 3 clusters Score -4792920 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -4795525.500000 Penalty: 3674.001953
	Iteration 12F: 3 clusters Score -4795526 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -4798081.500000 Penalty: 3674.001953
	Iteration 13Q: 3 clusters Score -4798082 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -4800840.000000 Penalty: 3674.001953
	Iteration 14Q: 3 clusters Score -4800840 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -4803540.000000 Penalty: 3674.001953
	Iteration 15Q: 3 clusters Score -4803540 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -4805662.500000 Penalty: 3674.001953
	Iteration 16Q: 3 clusters Score -4805662 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -4806780.500000 Penalty: 3674.001953
	Iteration 17Q: 3 clusters Score -4806780 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -4807236.500000 Penalty: 3674.001953
	Iteration 18Q: 3 clusters Score -4807236 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -4807411.000000 Penalty: 3674.001953
	Iteration 19Q: 3 clusters Score -4807411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -4807469.500000 Penalty: 3674.001953
	Iteration 20F: 3 clusters Score -4807470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -4807507.000000 Penalty: 3674.001953
	Iteration 21Q: 3 clusters Score -4807507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -4807535.500000 Penalty: 3674.001953
	Iteration 22Q: 3 clusters Score -4807536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -4807551.000000 Penalty: 3674.001953
	Iteration 23Q: 3 clusters Score -4807551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -4807565.500000 Penalty: 3674.001953
	Iteration 24Q: 3 clusters Score -4807566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -4807569.000000 Penalty: 3674.001953
	Iteration 25Q: 3 clusters Score -4807569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -4807570.500000 Penalty: 3674.001953
	Iteration 26Q: 3 clusters Score -4807570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -4807570.500000 Penalty: 3674.001953
	Iteration 27F: 3 clusters Score -4807570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Entering Unmasked Estep 
Score: -4674217.000000 Penalty: 1828.698975
	Iteration 0F: 2 clusters Score -4674217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4622699.500000 Penalty: 3657.397949
	Iteration 0F: 3 clusters Score -4622700 nChanged 36588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4644268.000000 Penalty: 3657.397949
	Iteration 1F: 3 clusters Score -4644268 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4645503.500000 Penalty: 3657.397949
	Iteration 2Q: 3 clusters Score -4645504 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4647877.500000 Penalty: 3657.397949
	Iteration 3F: 3 clusters Score -4647878 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4652105.500000 Penalty: 3657.397949
	Iteration 4F: 3 clusters Score -4652106 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4658534.500000 Penalty: 3657.397949
	Iteration 5F: 3 clusters Score -4658534 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4665065.000000 Penalty: 3657.397949
	Iteration 6F: 3 clusters Score -4665065 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4669420.000000 Penalty: 3657.397949
	Iteration 7F: 3 clusters Score -4669420 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4671346.500000 Penalty: 3657.397949
	Iteration 8Q: 3 clusters Score -4671346 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4672071.500000 Penalty: 3657.397949
	Iteration 9Q: 3 clusters Score -4672072 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4672340.000000 Penalty: 3657.397949
	Iteration 10Q: 3 clusters Score -4672340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4672457.500000 Penalty: 3657.397949
	Iteration 11Q: 3 clusters Score -4672458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4672511.500000 Penalty: 3657.397949
	Iteration 12Q: 3 clusters Score -4672512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4672536.500000 Penalty: 3657.397949
	Iteration 13Q: 3 clusters Score -4672536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4672570.500000 Penalty: 3657.397949
	Iteration 14Q: 3 clusters Score -4672570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4672574.000000 Penalty: 3657.397949
	Iteration 15Q: 3 clusters Score -4672574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4672583.500000 Penalty: 3657.397949
	Iteration 16Q: 3 clusters Score -4672584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4672583.500000 Penalty: 3657.397949
	Iteration 17Q: 3 clusters Score -4672584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4672592.000000 Penalty: 3657.397949
	Iteration 18Q: 3 clusters Score -4672592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4672593.000000 Penalty: 3657.397949
	Iteration 19Q: 3 clusters Score -4672593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4672595.500000 Penalty: 3657.397949
	Iteration 20F: 3 clusters Score -4672596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4672592.500000 Penalty: 3657.397949
	Iteration 21Q: 3 clusters Score -4672592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4672594.500000 Penalty: 3657.397949
	Iteration 22Q: 3 clusters Score -4672594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4672595.000000 Penalty: 3657.397949
	Iteration 23Q: 3 clusters Score -4672595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4672595.000000 Penalty: 3657.397949
	Iteration 24F: 3 clusters Score -4672595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Entering Unmasked Estep 
Score: -4126435.750000 Penalty: 1809.078613
	Iteration 0F: 2 clusters Score -4126436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4080675.250000 Penalty: 3618.157227
	Iteration 0F: 3 clusters Score -4080675 nChanged 32382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4099390.000000 Penalty: 3618.157227
	Iteration 1F: 3 clusters Score -4099390 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4100306.000000 Penalty: 3618.157227
	Iteration 2Q: 3 clusters Score -4100306 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4101610.250000 Penalty: 3618.157227
	Iteration 3Q: 3 clusters Score -4101610 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4103341.000000 Penalty: 3618.157227
	Iteration 4F: 3 clusters Score -4103341 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4105377.250000 Penalty: 3618.157227
	Iteration 5F: 3 clusters Score -4105377 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4107323.750000 Penalty: 3618.157227
	Iteration 6F: 3 clusters Score -4107324 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -4108892.750000 Penalty: 3618.157227
	Iteration 7F: 3 clusters Score -4108893 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4110056.000000 Penalty: 3618.157227
	Iteration 8Q: 3 clusters Score -4110056 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4110847.000000 Penalty: 3618.157227
	Iteration 9Q: 3 clusters Score -4110847 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4111415.500000 Penalty: 3618.157227
	Iteration 10Q: 3 clusters Score -4111416 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4111872.500000 Penalty: 3618.157227
	Iteration 11Q: 3 clusters Score -4111872 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4112268.750000 Penalty: 3618.157227
	Iteration 12Q: 3 clusters Score -4112269 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4112728.250000 Penalty: 3618.157227
	Iteration 13Q: 3 clusters Score -4112728 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4113282.750000 Penalty: 3618.157227
	Iteration 14Q: 3 clusters Score -4113283 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -4113994.000000 Penalty: 3618.157227
	Iteration 15Q: 3 clusters Score -4113994 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4114826.500000 Penalty: 3618.157227
	Iteration 16Q: 3 clusters Score -4114826 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4115683.500000 Penalty: 3618.157227
	Iteration 17Q: 3 clusters Score -4115684 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -4116686.250000 Penalty: 3618.157227
	Iteration 18Q: 3 clusters Score -4116686 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -4117723.250000 Penalty: 3618.157227
	Iteration 19Q: 3 clusters Score -4117723 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -4118754.000000 Penalty: 3618.157227
	Iteration 20F: 3 clusters Score -4118754 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -4119725.000000 Penalty: 3618.157227
	Iteration 21Q: 3 clusters Score -4119725 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -4120653.000000 Penalty: 3618.157227
	Iteration 22Q: 3 clusters Score -4120653 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -4121514.250000 Penalty: 3618.157227
	Iteration 23Q: 3 clusters Score -4121514 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -4122265.000000 Penalty: 3618.157227
	Iteration 24Q: 3 clusters Score -4122265 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -4122939.500000 Penalty: 3618.157227
	Iteration 25Q: 3 clusters Score -4122940 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -4123512.750000 Penalty: 3618.157227
	Iteration 26Q: 3 clusters Score -4123513 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -4124024.750000 Penalty: 3618.157227
	Iteration 27Q: 3 clusters Score -4124025 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -4124435.000000 Penalty: 3618.157227
	Iteration 28Q: 3 clusters Score -4124435 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -4124786.500000 Penalty: 3618.157227
	Iteration 29Q: 3 clusters Score -4124786 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -4124981.250000 Penalty: 3618.157227
	Iteration 30Q: 3 clusters Score -4124981 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -4125125.000000 Penalty: 3618.157227
	Iteration 31Q: 3 clusters Score -4125125 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -4125195.750000 Penalty: 3618.157227
	Iteration 32Q: 3 clusters Score -4125196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -4125259.750000 Penalty: 3618.157227
	Iteration 33Q: 3 clusters Score -4125260 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -4125288.750000 Penalty: 3618.157227
	Iteration 34Q: 3 clusters Score -4125289 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -4125323.500000 Penalty: 3618.157227
	Iteration 35Q: 3 clusters Score -4125324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -4125342.750000 Penalty: 3618.157227
	Iteration 36Q: 3 clusters Score -4125343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -4125344.750000 Penalty: 3618.157227
	Iteration 37Q: 3 clusters Score -4125345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -4125356.000000 Penalty: 3618.157227
	Iteration 38Q: 3 clusters Score -4125356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -4125375.750000 Penalty: 3618.157227
	Iteration 39Q: 3 clusters Score -4125376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -4125387.500000 Penalty: 3618.157227
	Iteration 40F: 3 clusters Score -4125388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -4125404.500000 Penalty: 3618.157227
	Iteration 41Q: 3 clusters Score -4125404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -4125406.750000 Penalty: 3618.157227
	Iteration 42Q: 3 clusters Score -4125407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -4125408.000000 Penalty: 3618.157227
	Iteration 43Q: 3 clusters Score -4125408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -4125417.000000 Penalty: 3618.157227
	Iteration 44Q: 3 clusters Score -4125417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -4125415.000000 Penalty: 3618.157227
	Iteration 45Q: 3 clusters Score -4125415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -4125421.250000 Penalty: 3618.157227
	Iteration 46Q: 3 clusters Score -4125421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -4125422.250000 Penalty: 3618.157227
	Iteration 47Q: 3 clusters Score -4125422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -4125424.750000 Penalty: 3618.157227
	Iteration 48Q: 3 clusters Score -4125425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -4125429.250000 Penalty: 3618.157227
	Iteration 49Q: 3 clusters Score -4125429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -4125430.500000 Penalty: 3618.157227
	Iteration 50Q: 3 clusters Score -4125430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -4125429.500000 Penalty: 3618.157227
	Iteration 51Q: 3 clusters Score -4125430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -4125429.000000 Penalty: 3618.157227
	Iteration 52Q: 3 clusters Score -4125429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -4125434.000000 Penalty: 3618.157227
	Iteration 53Q: 3 clusters Score -4125434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -4125438.000000 Penalty: 3618.157227
	Iteration 54Q: 3 clusters Score -4125438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -4125445.000000 Penalty: 3618.157227
	Iteration 55Q: 3 clusters Score -4125445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -4125445.500000 Penalty: 3618.157227
	Iteration 56Q: 3 clusters Score -4125446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -4125445.000000 Penalty: 3618.157227
	Iteration 57Q: 3 clusters Score -4125445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -4125444.250000 Penalty: 3618.157227
	Iteration 58Q: 3 clusters Score -4125444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -4125450.250000 Penalty: 3618.157227
	Iteration 59Q: 3 clusters Score -4125450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -4125452.750000 Penalty: 3618.157227
	Iteration 60F: 3 clusters Score -4125453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -4125456.250000 Penalty: 3618.157227
	Iteration 61Q: 3 clusters Score -4125456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -4125455.000000 Penalty: 3618.157227
	Iteration 62Q: 3 clusters Score -4125455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -4125458.000000 Penalty: 3618.157227
	Iteration 63Q: 3 clusters Score -4125458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -4125465.000000 Penalty: 3618.157227
	Iteration 64Q: 3 clusters Score -4125465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -4125466.750000 Penalty: 3618.157227
	Iteration 65Q: 3 clusters Score -4125467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -4125475.750000 Penalty: 3618.157227
	Iteration 66Q: 3 clusters Score -4125476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -4125469.000000 Penalty: 3618.157227
	Iteration 67Q: 3 clusters Score -4125469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -4125468.750000 Penalty: 3618.157227
	Iteration 68Q: 3 clusters Score -4125469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -4125473.750000 Penalty: 3618.157227
	Iteration 69Q: 3 clusters Score -4125474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -4125474.250000 Penalty: 3618.157227
	Iteration 70Q: 3 clusters Score -4125474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -4125471.500000 Penalty: 3618.157227
	Iteration 71Q: 3 clusters Score -4125472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -4125470.000000 Penalty: 3618.157227
	Iteration 72Q: 3 clusters Score -4125470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -4125470.750000 Penalty: 3618.157227
	Iteration 73Q: 3 clusters Score -4125471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -4125469.750000 Penalty: 3618.157227
	Iteration 74Q: 3 clusters Score -4125470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -4125470.250000 Penalty: 3618.157227
	Iteration 75Q: 3 clusters Score -4125470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -4125477.750000 Penalty: 3618.157227
	Iteration 76Q: 3 clusters Score -4125478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -4125473.750000 Penalty: 3618.157227
	Iteration 77Q: 3 clusters Score -4125474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -4125472.000000 Penalty: 3618.157227
	Iteration 78Q: 3 clusters Score -4125472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -4125475.500000 Penalty: 3618.157227
	Iteration 79Q: 3 clusters Score -4125476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -4125477.500000 Penalty: 3618.157227
	Iteration 80F: 3 clusters Score -4125478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -4125478.500000 Penalty: 3618.157227
	Iteration 81Q: 3 clusters Score -4125478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -4125476.000000 Penalty: 3618.157227
	Iteration 82Q: 3 clusters Score -4125476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -4125479.250000 Penalty: 3618.157227
	Iteration 83Q: 3 clusters Score -4125479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -4125481.000000 Penalty: 3618.157227
	Iteration 84Q: 3 clusters Score -4125481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -4125478.750000 Penalty: 3618.157227
	Iteration 85Q: 3 clusters Score -4125479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -4125480.750000 Penalty: 3618.157227
	Iteration 86Q: 3 clusters Score -4125481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -4125480.000000 Penalty: 3618.157227
	Iteration 87Q: 3 clusters Score -4125480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -4125480.000000 Penalty: 3618.157227
	Iteration 88F: 3 clusters Score -4125480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -120274.070312 Penalty: 1249.894165
	Iteration 0F: 2 clusters Score -120274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -118048.632812 Penalty: 2499.788330
	Iteration 0F: 3 clusters Score -118048.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -118551.804688 Penalty: 2499.788330
	Iteration 1F: 3 clusters Score -118551.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -118692.187500 Penalty: 2499.788330
	Iteration 2F: 3 clusters Score -118692.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -118761.234375 Penalty: 2499.788330
	Iteration 3Q: 3 clusters Score -118761.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -118807.781250 Penalty: 2499.788330
	Iteration 4Q: 3 clusters Score -118807.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -118844.062500 Penalty: 2499.788330
	Iteration 5Q: 3 clusters Score -118844.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -118897.117188 Penalty: 2499.788330
	Iteration 6Q: 3 clusters Score -118897.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -118995.929688 Penalty: 2499.788330
	Iteration 7Q: 3 clusters Score -118995.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -119118.679688 Penalty: 2499.788330
	Iteration 8Q: 3 clusters Score -119118.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119260.367188 Penalty: 2499.788330
	Iteration 9Q: 3 clusters Score -119260.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -119391.726562 Penalty: 2499.788330
	Iteration 10Q: 3 clusters Score -119391.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -119512.515625 Penalty: 2499.788330
	Iteration 11Q: 3 clusters Score -119512.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -119626.281250 Penalty: 2499.788330
	Iteration 12Q: 3 clusters Score -119626.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -119722.015625 Penalty: 2499.788330
	Iteration 13Q: 3 clusters Score -119722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -119826.531250 Penalty: 2499.788330
	Iteration 14Q: 3 clusters Score -119826.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -119900.445312 Penalty: 2499.788330
	Iteration 15Q: 3 clusters Score -119900.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -119941.726562 Penalty: 2499.788330
	Iteration 16Q: 3 clusters Score -119941.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -119987.515625 Penalty: 2499.788330
	Iteration 17Q: 3 clusters Score -119987.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -120033.648438 Penalty: 2499.788330
	Iteration 18Q: 3 clusters Score -120033.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -120100.890625 Penalty: 2499.788330
	Iteration 19Q: 3 clusters Score -120100.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -120151.171875 Penalty: 2499.788330
	Iteration 20F: 3 clusters Score -120151.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -120200.109375 Penalty: 2499.788330
	Iteration 21Q: 3 clusters Score -120200.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -120235.367188 Penalty: 2499.788330
	Iteration 22Q: 3 clusters Score -120235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -120250.500000 Penalty: 2499.788330
	Iteration 23Q: 3 clusters Score -120250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -120263.773438 Penalty: 2499.788330
	Iteration 24Q: 3 clusters Score -120263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -120276.187500 Penalty: 2499.788330
	Iteration 25Q: 3 clusters Score -120276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -120287.109375 Penalty: 2499.788330
	Iteration 26Q: 3 clusters Score -120287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -120294.929688 Penalty: 2499.788330
	Iteration 27Q: 3 clusters Score -120294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -120298.406250 Penalty: 2499.788330
	Iteration 28Q: 3 clusters Score -120298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -120300.437500 Penalty: 2499.788330
	Iteration 29Q: 3 clusters Score -120300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -120300.921875 Penalty: 2499.788330
	Iteration 30Q: 3 clusters Score -120300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -120302.890625 Penalty: 2499.788330
	Iteration 31Q: 3 clusters Score -120302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -120305.132812 Penalty: 2499.788330
	Iteration 32Q: 3 clusters Score -120305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -120305.601562 Penalty: 2499.788330
	Iteration 33Q: 3 clusters Score -120305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -120305.601562 Penalty: 2499.788330
	Iteration 34F: 3 clusters Score -120305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Mstep: Class 41 contains 1406 members 
Entering Unmasked Estep 
Score: -30941590.000000 Penalty: 88057.867188
Splitting cluster 6 changes total score from -30942434.000000 to -30941590.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Entering Unmasked Estep 
Score: -1299096.625000 Penalty: 1620.182129
	Iteration 0F: 2 clusters Score -1299097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1284600.625000 Penalty: 3240.364258
	Iteration 0F: 3 clusters Score -1284601 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1290120.000000 Penalty: 3240.364258
	Iteration 1F: 3 clusters Score -1290120 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1290673.375000 Penalty: 3240.364258
	Iteration 2F: 3 clusters Score -1290673 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1291187.125000 Penalty: 3240.364258
	Iteration 3F: 3 clusters Score -1291187 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1291650.875000 Penalty: 3240.364258
	Iteration 4F: 3 clusters Score -1291651 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1292060.875000 Penalty: 3240.364258
	Iteration 5Q: 3 clusters Score -1292061 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1292396.250000 Penalty: 3240.364258
	Iteration 6Q: 3 clusters Score -1292396 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1292686.750000 Penalty: 3240.364258
	Iteration 7Q: 3 clusters Score -1292687 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1292954.125000 Penalty: 3240.364258
	Iteration 8Q: 3 clusters Score -1292954 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1293201.875000 Penalty: 3240.364258
	Iteration 9Q: 3 clusters Score -1293202 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1293446.875000 Penalty: 3240.364258
	Iteration 10Q: 3 clusters Score -1293447 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1293728.750000 Penalty: 3240.364258
	Iteration 11Q: 3 clusters Score -1293729 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1294078.000000 Penalty: 3240.364258
	Iteration 12Q: 3 clusters Score -1294078 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1294542.500000 Penalty: 3240.364258
	Iteration 13Q: 3 clusters Score -1294542 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1295054.750000 Penalty: 3240.364258
	Iteration 14Q: 3 clusters Score -1295055 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1295521.250000 Penalty: 3240.364258
	Iteration 15Q: 3 clusters Score -1295521 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1295930.500000 Penalty: 3240.364258
	Iteration 16Q: 3 clusters Score -1295930 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1296261.500000 Penalty: 3240.364258
	Iteration 17Q: 3 clusters Score -1296262 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1296520.625000 Penalty: 3240.364258
	Iteration 18Q: 3 clusters Score -1296521 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1296767.250000 Penalty: 3240.364258
	Iteration 19Q: 3 clusters Score -1296767 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1297013.250000 Penalty: 3240.364258
	Iteration 20F: 3 clusters Score -1297013 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1297219.875000 Penalty: 3240.364258
	Iteration 21Q: 3 clusters Score -1297220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1297367.500000 Penalty: 3240.364258
	Iteration 22Q: 3 clusters Score -1297368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -1297491.000000 Penalty: 3240.364258
	Iteration 23Q: 3 clusters Score -1297491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1297598.125000 Penalty: 3240.364258
	Iteration 24Q: 3 clusters Score -1297598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1297695.750000 Penalty: 3240.364258
	Iteration 25Q: 3 clusters Score -1297696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1297775.000000 Penalty: 3240.364258
	Iteration 26Q: 3 clusters Score -1297775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1297847.000000 Penalty: 3240.364258
	Iteration 27Q: 3 clusters Score -1297847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -1297887.750000 Penalty: 3240.364258
	Iteration 28Q: 3 clusters Score -1297888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1297905.375000 Penalty: 3240.364258
	Iteration 29Q: 3 clusters Score -1297905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1297923.000000 Penalty: 3240.364258
	Iteration 30Q: 3 clusters Score -1297923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1297934.750000 Penalty: 3240.364258
	Iteration 31Q: 3 clusters Score -1297935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -1297937.250000 Penalty: 3240.364258
	Iteration 32Q: 3 clusters Score -1297937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1297941.125000 Penalty: 3240.364258
	Iteration 33Q: 3 clusters Score -1297941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1297944.000000 Penalty: 3240.364258
	Iteration 34Q: 3 clusters Score -1297944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1297949.000000 Penalty: 3240.364258
	Iteration 35Q: 3 clusters Score -1297949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1297953.750000 Penalty: 3240.364258
	Iteration 36Q: 3 clusters Score -1297954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1297963.125000 Penalty: 3240.364258
	Iteration 37Q: 3 clusters Score -1297963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1297962.375000 Penalty: 3240.364258
	Iteration 38Q: 3 clusters Score -1297962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -1297963.500000 Penalty: 3240.364258
	Iteration 39Q: 3 clusters Score -1297964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -1297963.500000 Penalty: 3240.364258
	Iteration 40F: 3 clusters Score -1297964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -217988.484375 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -217988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -214628.906250 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -214628.9 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -215482.109375 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -215482.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -215632.781250 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -215632.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -215733.234375 Penalty: 2700.164551
	Iteration 3Q: 3 clusters Score -215733.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -215799.984375 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -215800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -215851.250000 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -215851.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -215895.437500 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -215895.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -215943.484375 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -215943.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -215994.296875 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -215994.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -216050.140625 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -216050.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -216110.359375 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -216110.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -216167.062500 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -216167.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -216223.578125 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -216223.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -216295.546875 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -216295.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -216372.468750 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -216372.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -216444.171875 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -216444.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -216499.781250 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -216499.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -216544.656250 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -216544.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -216589.593750 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -216589.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -216633.484375 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -216633.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -216676.265625 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -216676.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -216716.421875 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -216716.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -216747.687500 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -216747.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -216773.656250 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -216773.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -216799.328125 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -216799.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -216818.046875 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -216818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -216834.703125 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -216834.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -216852.890625 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -216852.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -216868.562500 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -216868.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -216880.453125 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -216880.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -216888.515625 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -216888.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -216893.468750 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -216893.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -216900.328125 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -216900.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -216907.468750 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -216907.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -216914.546875 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -216914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -216923.187500 Penalty: 2700.164551
	Iteration 35Q: 3 clusters Score -216923.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -216929.093750 Penalty: 2700.164551
	Iteration 36Q: 3 clusters Score -216929.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -216938.812500 Penalty: 2700.164551
	Iteration 37Q: 3 clusters Score -216938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -216948.109375 Penalty: 2700.164551
	Iteration 38Q: 3 clusters Score -216948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -216956.843750 Penalty: 2700.164551
	Iteration 39Q: 3 clusters Score -216956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -216963.890625 Penalty: 2700.164551
	Iteration 40F: 3 clusters Score -216963.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -216972.359375 Penalty: 2700.164551
	Iteration 41Q: 3 clusters Score -216972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -216979.531250 Penalty: 2700.164551
	Iteration 42Q: 3 clusters Score -216979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216982.562500 Penalty: 2700.164551
	Iteration 43Q: 3 clusters Score -216982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -216987.250000 Penalty: 2700.164551
	Iteration 44Q: 3 clusters Score -216987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -216989.906250 Penalty: 2700.164551
	Iteration 45Q: 3 clusters Score -216989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -216993.921875 Penalty: 2700.164551
	Iteration 46Q: 3 clusters Score -216993.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -216999.265625 Penalty: 2700.164551
	Iteration 47Q: 3 clusters Score -216999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -217002.609375 Penalty: 2700.164551
	Iteration 48Q: 3 clusters Score -217002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -217006.312500 Penalty: 2700.164551
	Iteration 49Q: 3 clusters Score -217006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -217010.562500 Penalty: 2700.164551
	Iteration 50Q: 3 clusters Score -217010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217018.531250 Penalty: 2700.164551
	Iteration 51Q: 3 clusters Score -217018.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -217034.250000 Penalty: 2700.164551
	Iteration 52Q: 3 clusters Score -217034.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -217049.265625 Penalty: 2700.164551
	Iteration 53Q: 3 clusters Score -217049.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -217073.937500 Penalty: 2700.164551
	Iteration 54Q: 3 clusters Score -217073.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -217112.890625 Penalty: 2700.164551
	Iteration 55Q: 3 clusters Score -217112.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -217154.703125 Penalty: 2700.164551
	Iteration 56Q: 3 clusters Score -217154.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -217182.968750 Penalty: 2700.164551
	Iteration 57Q: 3 clusters Score -217183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -217207.562500 Penalty: 2700.164551
	Iteration 58Q: 3 clusters Score -217207.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -217225.078125 Penalty: 2700.164551
	Iteration 59Q: 3 clusters Score -217225.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -217242.296875 Penalty: 2700.164551
	Iteration 60F: 3 clusters Score -217242.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -217258.562500 Penalty: 2700.164551
	Iteration 61Q: 3 clusters Score -217258.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -217274.875000 Penalty: 2700.164551
	Iteration 62Q: 3 clusters Score -217274.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -217291.406250 Penalty: 2700.164551
	Iteration 63Q: 3 clusters Score -217291.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -217304.718750 Penalty: 2700.164551
	Iteration 64Q: 3 clusters Score -217304.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -217313.453125 Penalty: 2700.164551
	Iteration 65Q: 3 clusters Score -217313.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -217330.375000 Penalty: 2700.164551
	Iteration 66Q: 3 clusters Score -217330.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -217346.156250 Penalty: 2700.164551
	Iteration 67Q: 3 clusters Score -217346.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -217352.281250 Penalty: 2700.164551
	Iteration 68Q: 3 clusters Score -217352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -217357.500000 Penalty: 2700.164551
	Iteration 69Q: 3 clusters Score -217357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -217361.359375 Penalty: 2700.164551
	Iteration 70Q: 3 clusters Score -217361.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -217364.906250 Penalty: 2700.164551
	Iteration 71Q: 3 clusters Score -217364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -217366.359375 Penalty: 2700.164551
	Iteration 72Q: 3 clusters Score -217366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -217367.828125 Penalty: 2700.164551
	Iteration 73Q: 3 clusters Score -217367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -217369.203125 Penalty: 2700.164551
	Iteration 74Q: 3 clusters Score -217369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -217372.187500 Penalty: 2700.164551
	Iteration 75Q: 3 clusters Score -217372.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -217372.578125 Penalty: 2700.164551
	Iteration 76Q: 3 clusters Score -217372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -217373.312500 Penalty: 2700.164551
	Iteration 77Q: 3 clusters Score -217373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -217373.578125 Penalty: 2700.164551
	Iteration 78Q: 3 clusters Score -217373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -217373.578125 Penalty: 2700.164551
	Iteration 79F: 3 clusters Score -217373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -111072.421875 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -111072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -108646.789062 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -108646.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -109480.742188 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -109480.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -109707.304688 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -109707.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -109861.070312 Penalty: 2559.784180
	Iteration 3F: 3 clusters Score -109861.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -109947.179688 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -109947.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -110054.820312 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -110054.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -110190.218750 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -110190.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -110335.585938 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -110335.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -110410.273438 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -110410.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -110466.078125 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -110466.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -110534.695312 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -110534.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -110597.437500 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -110597.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -110639.757812 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -110639.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -110677.257812 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -110677.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -110703.328125 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -110703.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -110717.664062 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -110717.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110739.070312 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -110739.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -110767.273438 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -110767.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -110792.148438 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -110792.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -110810.007812 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -110810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -110819.093750 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -110819.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110827.601562 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -110827.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -110832.914062 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -110832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110836.093750 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -110836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -110838.265625 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -110838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110840.773438 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -110840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -110844.117188 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -110844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -110847.281250 Penalty: 2559.784180
	Iteration 27Q: 3 clusters Score -110847.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -110851.132812 Penalty: 2559.784180
	Iteration 28Q: 3 clusters Score -110851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -110854.859375 Penalty: 2559.784180
	Iteration 29Q: 3 clusters Score -110854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -110857.156250 Penalty: 2559.784180
	Iteration 30Q: 3 clusters Score -110857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -110860.164062 Penalty: 2559.784180
	Iteration 31Q: 3 clusters Score -110860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110865.093750 Penalty: 2559.784180
	Iteration 32Q: 3 clusters Score -110865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -110870.023438 Penalty: 2559.784180
	Iteration 33Q: 3 clusters Score -110870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -110874.078125 Penalty: 2559.784180
	Iteration 34Q: 3 clusters Score -110874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110875.343750 Penalty: 2559.784180
	Iteration 35Q: 3 clusters Score -110875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110876.867188 Penalty: 2559.784180
	Iteration 36Q: 3 clusters Score -110876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -110878.578125 Penalty: 2559.784180
	Iteration 37Q: 3 clusters Score -110878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -110879.140625 Penalty: 2559.784180
	Iteration 38Q: 3 clusters Score -110879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110879.859375 Penalty: 2559.784180
	Iteration 39Q: 3 clusters Score -110879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110879.890625 Penalty: 2559.784180
	Iteration 40F: 3 clusters Score -110879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110880.312500 Penalty: 2559.784180
	Iteration 41Q: 3 clusters Score -110880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110880.312500 Penalty: 2559.784180
	Iteration 42F: 3 clusters Score -110880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -216083.015625 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -216083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -212997.359375 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -212997.4 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -213952.093750 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -213952.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -214283.781250 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -214283.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -214539.953125 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -214540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -214784.718750 Penalty: 2661.594482
	Iteration 4F: 3 clusters Score -214784.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -215007.671875 Penalty: 2661.594482
	Iteration 5F: 3 clusters Score -215007.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -215172.640625 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -215172.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -215285.296875 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -215285.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -215342.625000 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -215342.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -215372.390625 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -215372.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -215384.453125 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -215384.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -215395.203125 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -215395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -215402.234375 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -215402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -215407.156250 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -215407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -215410.515625 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -215410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -215412.562500 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -215412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -215413.921875 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -215413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -215415.093750 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -215415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -215416.718750 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -215416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -215419.000000 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -215419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -215419.796875 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -215419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -215420.031250 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -215420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -215422.468750 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -215422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -215424.890625 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -215424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -215426.609375 Penalty: 2661.594482
	Iteration 24Q: 3 clusters Score -215426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -215426.718750 Penalty: 2661.594482
	Iteration 25Q: 3 clusters Score -215426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -215427.796875 Penalty: 2661.594482
	Iteration 26Q: 3 clusters Score -215427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -215429.062500 Penalty: 2661.594482
	Iteration 27Q: 3 clusters Score -215429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -215431.312500 Penalty: 2661.594482
	Iteration 28Q: 3 clusters Score -215431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -215433.078125 Penalty: 2661.594482
	Iteration 29Q: 3 clusters Score -215433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -215434.703125 Penalty: 2661.594482
	Iteration 30Q: 3 clusters Score -215434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -215437.062500 Penalty: 2661.594482
	Iteration 31Q: 3 clusters Score -215437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -215439.015625 Penalty: 2661.594482
	Iteration 32Q: 3 clusters Score -215439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -215438.968750 Penalty: 2661.594482
	Iteration 33Q: 3 clusters Score -215439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -215440.703125 Penalty: 2661.594482
	Iteration 34Q: 3 clusters Score -215440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -215441.281250 Penalty: 2661.594482
	Iteration 35Q: 3 clusters Score -215441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -215441.281250 Penalty: 2661.594482
	Iteration 36F: 3 clusters Score -215441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -90561.343750 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -90561.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -88763.054688 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -88763.05 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -89141.023438 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -89141.02 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -89246.625000 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -89246.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89313.531250 Penalty: 2400.804199
	Iteration 3Q: 3 clusters Score -89313.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -89372.242188 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -89372.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -89409.820312 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -89409.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -89429.500000 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -89429.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -89444.390625 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -89444.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -89457.359375 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -89457.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -89463.570312 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -89463.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -89468.148438 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -89468.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -89471.171875 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -89471.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -89479.210938 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -89479.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -89488.093750 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -89488.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89492.164062 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -89492.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -89497.156250 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -89497.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -89500.187500 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -89500.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -89501.515625 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -89501.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -89502.601562 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -89502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -89503.835938 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -89503.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -89504.250000 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -89504.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -89505.875000 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -89505.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -89508.781250 Penalty: 2400.804199
	Iteration 22Q: 3 clusters Score -89508.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -89514.585938 Penalty: 2400.804199
	Iteration 23Q: 3 clusters Score -89514.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -89518.609375 Penalty: 2400.804199
	Iteration 24Q: 3 clusters Score -89518.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -89522.148438 Penalty: 2400.804199
	Iteration 25Q: 3 clusters Score -89522.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -89524.960938 Penalty: 2400.804199
	Iteration 26Q: 3 clusters Score -89524.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -89527.312500 Penalty: 2400.804199
	Iteration 27Q: 3 clusters Score -89527.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -89529.421875 Penalty: 2400.804199
	Iteration 28Q: 3 clusters Score -89529.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -89532.578125 Penalty: 2400.804199
	Iteration 29Q: 3 clusters Score -89532.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -89533.296875 Penalty: 2400.804199
	Iteration 30Q: 3 clusters Score -89533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -89533.875000 Penalty: 2400.804199
	Iteration 31Q: 3 clusters Score -89533.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -89534.546875 Penalty: 2400.804199
	Iteration 32Q: 3 clusters Score -89534.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -89536.093750 Penalty: 2400.804199
	Iteration 33Q: 3 clusters Score -89536.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -89538.648438 Penalty: 2400.804199
	Iteration 34Q: 3 clusters Score -89538.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -89541.601562 Penalty: 2400.804199
	Iteration 35Q: 3 clusters Score -89541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -89544.078125 Penalty: 2400.804199
	Iteration 36Q: 3 clusters Score -89544.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -89546.890625 Penalty: 2400.804199
	Iteration 37Q: 3 clusters Score -89546.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -89549.570312 Penalty: 2400.804199
	Iteration 38Q: 3 clusters Score -89549.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -89554.804688 Penalty: 2400.804199
	Iteration 39Q: 3 clusters Score -89554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -89560.367188 Penalty: 2400.804199
	Iteration 40F: 3 clusters Score -89560.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -89561.820312 Penalty: 2400.804199
	Iteration 41Q: 3 clusters Score -89561.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -89563.179688 Penalty: 2400.804199
	Iteration 42Q: 3 clusters Score -89563.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -89566.367188 Penalty: 2400.804199
	Iteration 43Q: 3 clusters Score -89566.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -89570.312500 Penalty: 2400.804199
	Iteration 44Q: 3 clusters Score -89570.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -89574.914062 Penalty: 2400.804199
	Iteration 45Q: 3 clusters Score -89574.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -89579.929688 Penalty: 2400.804199
	Iteration 46Q: 3 clusters Score -89579.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -89584.195312 Penalty: 2400.804199
	Iteration 47Q: 3 clusters Score -89584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -89588.281250 Penalty: 2400.804199
	Iteration 48Q: 3 clusters Score -89588.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -89592.023438 Penalty: 2400.804199
	Iteration 49Q: 3 clusters Score -89592.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -89596.484375 Penalty: 2400.804199
	Iteration 50Q: 3 clusters Score -89596.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -89599.312500 Penalty: 2400.804199
	Iteration 51Q: 3 clusters Score -89599.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -89600.671875 Penalty: 2400.804199
	Iteration 52Q: 3 clusters Score -89600.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -89600.671875 Penalty: 2400.804199
	Iteration 53F: 3 clusters Score -89600.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -234535.234375 Penalty: 1347.294800
	Iteration 0F: 2 clusters Score -234535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -231216.453125 Penalty: 2694.589600
	Iteration 0F: 3 clusters Score -231216.5 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -232046.484375 Penalty: 2694.589600
	Iteration 1F: 3 clusters Score -232046.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -232240.437500 Penalty: 2694.589600
	Iteration 2F: 3 clusters Score -232240.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -232427.421875 Penalty: 2694.589600
	Iteration 3F: 3 clusters Score -232427.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -232586.671875 Penalty: 2694.589600
	Iteration 4Q: 3 clusters Score -232586.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -232693.187500 Penalty: 2694.589600
	Iteration 5Q: 3 clusters Score -232693.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -232768.171875 Penalty: 2694.589600
	Iteration 6Q: 3 clusters Score -232768.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -232834.203125 Penalty: 2694.589600
	Iteration 7Q: 3 clusters Score -232834.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -232893.562500 Penalty: 2694.589600
	Iteration 8Q: 3 clusters Score -232893.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -232953.953125 Penalty: 2694.589600
	Iteration 9Q: 3 clusters Score -232954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -233016.250000 Penalty: 2694.589600
	Iteration 10Q: 3 clusters Score -233016.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -233071.718750 Penalty: 2694.589600
	Iteration 11Q: 3 clusters Score -233071.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -233118.187500 Penalty: 2694.589600
	Iteration 12Q: 3 clusters Score -233118.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -233161.984375 Penalty: 2694.589600
	Iteration 13Q: 3 clusters Score -233162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -233192.843750 Penalty: 2694.589600
	Iteration 14Q: 3 clusters Score -233192.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -233217.453125 Penalty: 2694.589600
	Iteration 15Q: 3 clusters Score -233217.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -233243.906250 Penalty: 2694.589600
	Iteration 16Q: 3 clusters Score -233243.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -233273.296875 Penalty: 2694.589600
	Iteration 17Q: 3 clusters Score -233273.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -233299.078125 Penalty: 2694.589600
	Iteration 18Q: 3 clusters Score -233299.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -233330.656250 Penalty: 2694.589600
	Iteration 19Q: 3 clusters Score -233330.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -233361.359375 Penalty: 2694.589600
	Iteration 20F: 3 clusters Score -233361.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -233386.031250 Penalty: 2694.589600
	Iteration 21Q: 3 clusters Score -233386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -233410.125000 Penalty: 2694.589600
	Iteration 22Q: 3 clusters Score -233410.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -233437.437500 Penalty: 2694.589600
	Iteration 23Q: 3 clusters Score -233437.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -233463.843750 Penalty: 2694.589600
	Iteration 24Q: 3 clusters Score -233463.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -233487.234375 Penalty: 2694.589600
	Iteration 25Q: 3 clusters Score -233487.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -233508.656250 Penalty: 2694.589600
	Iteration 26Q: 3 clusters Score -233508.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -233525.953125 Penalty: 2694.589600
	Iteration 27Q: 3 clusters Score -233526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233539.156250 Penalty: 2694.589600
	Iteration 28Q: 3 clusters Score -233539.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -233552.500000 Penalty: 2694.589600
	Iteration 29Q: 3 clusters Score -233552.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233567.875000 Penalty: 2694.589600
	Iteration 30Q: 3 clusters Score -233567.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233584.812500 Penalty: 2694.589600
	Iteration 31Q: 3 clusters Score -233584.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233602.421875 Penalty: 2694.589600
	Iteration 32Q: 3 clusters Score -233602.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -233630.828125 Penalty: 2694.589600
	Iteration 33Q: 3 clusters Score -233630.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -233664.421875 Penalty: 2694.589600
	Iteration 34Q: 3 clusters Score -233664.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -233700.343750 Penalty: 2694.589600
	Iteration 35Q: 3 clusters Score -233700.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -233732.406250 Penalty: 2694.589600
	Iteration 36Q: 3 clusters Score -233732.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -233769.093750 Penalty: 2694.589600
	Iteration 37Q: 3 clusters Score -233769.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -233797.140625 Penalty: 2694.589600
	Iteration 38Q: 3 clusters Score -233797.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -233832.750000 Penalty: 2694.589600
	Iteration 39Q: 3 clusters Score -233832.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -233850.531250 Penalty: 2694.589600
	Iteration 40F: 3 clusters Score -233850.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -233866.906250 Penalty: 2694.589600
	Iteration 41Q: 3 clusters Score -233866.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -233890.609375 Penalty: 2694.589600
	Iteration 42Q: 3 clusters Score -233890.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -233909.859375 Penalty: 2694.589600
	Iteration 43Q: 3 clusters Score -233909.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -233923.109375 Penalty: 2694.589600
	Iteration 44Q: 3 clusters Score -233923.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -233941.171875 Penalty: 2694.589600
	Iteration 45Q: 3 clusters Score -233941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -233952.890625 Penalty: 2694.589600
	Iteration 46Q: 3 clusters Score -233952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -233959.031250 Penalty: 2694.589600
	Iteration 47Q: 3 clusters Score -233959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -233962.562500 Penalty: 2694.589600
	Iteration 48Q: 3 clusters Score -233962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -233967.750000 Penalty: 2694.589600
	Iteration 49Q: 3 clusters Score -233967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -233972.046875 Penalty: 2694.589600
	Iteration 50Q: 3 clusters Score -233972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -233980.203125 Penalty: 2694.589600
	Iteration 51Q: 3 clusters Score -233980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -233988.156250 Penalty: 2694.589600
	Iteration 52Q: 3 clusters Score -233988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -233994.078125 Penalty: 2694.589600
	Iteration 53Q: 3 clusters Score -233994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -233996.453125 Penalty: 2694.589600
	Iteration 54Q: 3 clusters Score -233996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -233997.015625 Penalty: 2694.589600
	Iteration 55Q: 3 clusters Score -233997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -233997.625000 Penalty: 2694.589600
	Iteration 56Q: 3 clusters Score -233997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -233998.562500 Penalty: 2694.589600
	Iteration 57Q: 3 clusters Score -233998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -233999.031250 Penalty: 2694.589600
	Iteration 58Q: 3 clusters Score -233999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -234000.171875 Penalty: 2694.589600
	Iteration 59Q: 3 clusters Score -234000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -234001.593750 Penalty: 2694.589600
	Iteration 60F: 3 clusters Score -234001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -234003.656250 Penalty: 2694.589600
	Iteration 61Q: 3 clusters Score -234003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -234005.156250 Penalty: 2694.589600
	Iteration 62Q: 3 clusters Score -234005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -234008.031250 Penalty: 2694.589600
	Iteration 63Q: 3 clusters Score -234008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -234014.453125 Penalty: 2694.589600
	Iteration 64Q: 3 clusters Score -234014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -234017.921875 Penalty: 2694.589600
	Iteration 65Q: 3 clusters Score -234017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -234019.156250 Penalty: 2694.589600
	Iteration 66Q: 3 clusters Score -234019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -234022.125000 Penalty: 2694.589600
	Iteration 67Q: 3 clusters Score -234022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -234022.781250 Penalty: 2694.589600
	Iteration 68Q: 3 clusters Score -234022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -234023.343750 Penalty: 2694.589600
	Iteration 69Q: 3 clusters Score -234023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -234023.343750 Penalty: 2694.589600
	Iteration 70F: 3 clusters Score -234023.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -87838.820312 Penalty: 1197.252686
	Iteration 0F: 2 clusters Score -87838.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -86035.515625 Penalty: 2394.505371
	Iteration 0F: 3 clusters Score -86035.52 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -86383.750000 Penalty: 2394.505371
	Iteration 1F: 3 clusters Score -86383.75 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -86495.695312 Penalty: 2394.505371
	Iteration 2F: 3 clusters Score -86495.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -86578.281250 Penalty: 2394.505371
	Iteration 3Q: 3 clusters Score -86578.28 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -86650.812500 Penalty: 2394.505371
	Iteration 4Q: 3 clusters Score -86650.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -86722.414062 Penalty: 2394.505371
	Iteration 5Q: 3 clusters Score -86722.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -86779.195312 Penalty: 2394.505371
	Iteration 6Q: 3 clusters Score -86779.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -86854.820312 Penalty: 2394.505371
	Iteration 7Q: 3 clusters Score -86854.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -86916.250000 Penalty: 2394.505371
	Iteration 8Q: 3 clusters Score -86916.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -86958.851562 Penalty: 2394.505371
	Iteration 9Q: 3 clusters Score -86958.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -87012.179688 Penalty: 2394.505371
	Iteration 10Q: 3 clusters Score -87012.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87086.257812 Penalty: 2394.505371
	Iteration 11Q: 3 clusters Score -87086.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87158.882812 Penalty: 2394.505371
	Iteration 12Q: 3 clusters Score -87158.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -87229.882812 Penalty: 2394.505371
	Iteration 13Q: 3 clusters Score -87229.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -87379.679688 Penalty: 2394.505371
	Iteration 14Q: 3 clusters Score -87379.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -87593.906250 Penalty: 2394.505371
	Iteration 15Q: 3 clusters Score -87593.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87732.945312 Penalty: 2394.505371
	Iteration 16Q: 3 clusters Score -87732.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -87817.226562 Penalty: 2394.505371
	Iteration 17Q: 3 clusters Score -87817.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -87872.765625 Penalty: 2394.505371
	Iteration 18Q: 3 clusters Score -87872.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87918.601562 Penalty: 2394.505371
	Iteration 19Q: 3 clusters Score -87918.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87967.132812 Penalty: 2394.505371
	Iteration 20F: 3 clusters Score -87967.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -88002.929688 Penalty: 2394.505371
	Iteration 21Q: 3 clusters Score -88002.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -88022.882812 Penalty: 2394.505371
	Iteration 22Q: 3 clusters Score -88022.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -88027.460938 Penalty: 2394.505371
	Iteration 23Q: 3 clusters Score -88027.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -88031.804688 Penalty: 2394.505371
	Iteration 24Q: 3 clusters Score -88031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -88037.492188 Penalty: 2394.505371
	Iteration 25Q: 3 clusters Score -88037.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -88037.648438 Penalty: 2394.505371
	Iteration 26Q: 3 clusters Score -88037.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -88037.648438 Penalty: 2394.505371
	Iteration 27F: 3 clusters Score -88037.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 669 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Mstep: Class 41 contains 915 members 
Entering Unmasked Estep 
Score: -30941696.000000 Penalty: 88057.867188
Splitting cluster 13 changes total score from -30942434.000000 to -30941696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (6251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Entering Unmasked Estep 
Score: -370803.375000 Penalty: 1420.330688
	Iteration 0F: 2 clusters Score -370803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -366113.687500 Penalty: 2840.661377
	Iteration 0F: 3 clusters Score -366113.7 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -367419.437500 Penalty: 2840.661377
	Iteration 1F: 3 clusters Score -367419.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -367622.812500 Penalty: 2840.661377
	Iteration 2F: 3 clusters Score -367622.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -367750.718750 Penalty: 2840.661377
	Iteration 3Q: 3 clusters Score -367750.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -367856.031250 Penalty: 2840.661377
	Iteration 4Q: 3 clusters Score -367856 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -367940.562500 Penalty: 2840.661377
	Iteration 5Q: 3 clusters Score -367940.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -368024.343750 Penalty: 2840.661377
	Iteration 6Q: 3 clusters Score -368024.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -368108.375000 Penalty: 2840.661377
	Iteration 7Q: 3 clusters Score -368108.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -368183.312500 Penalty: 2840.661377
	Iteration 8Q: 3 clusters Score -368183.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -368245.843750 Penalty: 2840.661377
	Iteration 9Q: 3 clusters Score -368245.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -368307.968750 Penalty: 2840.661377
	Iteration 10Q: 3 clusters Score -368308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -368365.718750 Penalty: 2840.661377
	Iteration 11Q: 3 clusters Score -368365.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -368429.875000 Penalty: 2840.661377
	Iteration 12Q: 3 clusters Score -368429.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -368497.187500 Penalty: 2840.661377
	Iteration 13Q: 3 clusters Score -368497.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -368575.062500 Penalty: 2840.661377
	Iteration 14Q: 3 clusters Score -368575.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -368655.781250 Penalty: 2840.661377
	Iteration 15Q: 3 clusters Score -368655.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -368730.375000 Penalty: 2840.661377
	Iteration 16Q: 3 clusters Score -368730.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -368810.812500 Penalty: 2840.661377
	Iteration 17Q: 3 clusters Score -368810.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -368886.687500 Penalty: 2840.661377
	Iteration 18Q: 3 clusters Score -368886.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -368964.968750 Penalty: 2840.661377
	Iteration 19Q: 3 clusters Score -368965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -369046.562500 Penalty: 2840.661377
	Iteration 20F: 3 clusters Score -369046.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -369127.281250 Penalty: 2840.661377
	Iteration 21Q: 3 clusters Score -369127.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -369199.968750 Penalty: 2840.661377
	Iteration 22Q: 3 clusters Score -369200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -369264.968750 Penalty: 2840.661377
	Iteration 23Q: 3 clusters Score -369265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -369322.281250 Penalty: 2840.661377
	Iteration 24Q: 3 clusters Score -369322.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -369387.093750 Penalty: 2840.661377
	Iteration 25Q: 3 clusters Score -369387.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -369439.093750 Penalty: 2840.661377
	Iteration 26Q: 3 clusters Score -369439.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -369483.031250 Penalty: 2840.661377
	Iteration 27Q: 3 clusters Score -369483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -369514.500000 Penalty: 2840.661377
	Iteration 28Q: 3 clusters Score -369514.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -369535.031250 Penalty: 2840.661377
	Iteration 29Q: 3 clusters Score -369535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -369556.656250 Penalty: 2840.661377
	Iteration 30Q: 3 clusters Score -369556.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -369582.718750 Penalty: 2840.661377
	Iteration 31Q: 3 clusters Score -369582.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -369605.937500 Penalty: 2840.661377
	Iteration 32Q: 3 clusters Score -369605.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -369620.218750 Penalty: 2840.661377
	Iteration 33Q: 3 clusters Score -369620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -369629.718750 Penalty: 2840.661377
	Iteration 34Q: 3 clusters Score -369629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -369638.468750 Penalty: 2840.661377
	Iteration 35Q: 3 clusters Score -369638.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -369646.718750 Penalty: 2840.661377
	Iteration 36Q: 3 clusters Score -369646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -369648.031250 Penalty: 2840.661377
	Iteration 37Q: 3 clusters Score -369648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -369650.250000 Penalty: 2840.661377
	Iteration 38Q: 3 clusters Score -369650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -369651.093750 Penalty: 2840.661377
	Iteration 39Q: 3 clusters Score -369651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -369653.781250 Penalty: 2840.661377
	Iteration 40F: 3 clusters Score -369653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -369659.031250 Penalty: 2840.661377
	Iteration 41Q: 3 clusters Score -369659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -369660.656250 Penalty: 2840.661377
	Iteration 42Q: 3 clusters Score -369660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -369661.375000 Penalty: 2840.661377
	Iteration 43Q: 3 clusters Score -369661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -369661.875000 Penalty: 2840.661377
	Iteration 44Q: 3 clusters Score -369661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -369661.843750 Penalty: 2840.661377
	Iteration 45Q: 3 clusters Score -369661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -369662.781250 Penalty: 2840.661377
	Iteration 46Q: 3 clusters Score -369662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -369662.781250 Penalty: 2840.661377
	Iteration 47F: 3 clusters Score -369662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Entering Unmasked Estep 
Score: -753313.562500 Penalty: 1560.013428
	Iteration 0F: 2 clusters Score -753313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -743017.875000 Penalty: 3120.026855
	Iteration 0F: 3 clusters Score -743017.9 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -746775.312500 Penalty: 3120.026855
	Iteration 1F: 3 clusters Score -746775.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -747195.312500 Penalty: 3120.026855
	Iteration 2F: 3 clusters Score -747195.3 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -747581.875000 Penalty: 3120.026855
	Iteration 3F: 3 clusters Score -747581.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -748021.812500 Penalty: 3120.026855
	Iteration 4F: 3 clusters Score -748021.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -748442.250000 Penalty: 3120.026855
	Iteration 5F: 3 clusters Score -748442.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -748844.250000 Penalty: 3120.026855
	Iteration 6Q: 3 clusters Score -748844.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -749215.500000 Penalty: 3120.026855
	Iteration 7Q: 3 clusters Score -749215.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -749547.250000 Penalty: 3120.026855
	Iteration 8Q: 3 clusters Score -749547.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -749768.437500 Penalty: 3120.026855
	Iteration 9Q: 3 clusters Score -749768.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -749917.000000 Penalty: 3120.026855
	Iteration 10Q: 3 clusters Score -749917 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -750000.250000 Penalty: 3120.026855
	Iteration 11Q: 3 clusters Score -750000.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -750048.687500 Penalty: 3120.026855
	Iteration 12Q: 3 clusters Score -750048.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -750078.750000 Penalty: 3120.026855
	Iteration 13Q: 3 clusters Score -750078.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -750103.250000 Penalty: 3120.026855
	Iteration 14Q: 3 clusters Score -750103.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -750119.937500 Penalty: 3120.026855
	Iteration 15Q: 3 clusters Score -750119.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -750139.687500 Penalty: 3120.026855
	Iteration 16Q: 3 clusters Score -750139.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -750157.750000 Penalty: 3120.026855
	Iteration 17Q: 3 clusters Score -750157.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -750175.000000 Penalty: 3120.026855
	Iteration 18Q: 3 clusters Score -750175 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -750185.437500 Penalty: 3120.026855
	Iteration 19Q: 3 clusters Score -750185.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -750202.500000 Penalty: 3120.026855
	Iteration 20F: 3 clusters Score -750202.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -750216.875000 Penalty: 3120.026855
	Iteration 21Q: 3 clusters Score -750216.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -750231.500000 Penalty: 3120.026855
	Iteration 22Q: 3 clusters Score -750231.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -750247.000000 Penalty: 3120.026855
	Iteration 23Q: 3 clusters Score -750247 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -750262.812500 Penalty: 3120.026855
	Iteration 24Q: 3 clusters Score -750262.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -750281.000000 Penalty: 3120.026855
	Iteration 25Q: 3 clusters Score -750281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -750295.562500 Penalty: 3120.026855
	Iteration 26Q: 3 clusters Score -750295.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -750302.562500 Penalty: 3120.026855
	Iteration 27Q: 3 clusters Score -750302.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -750317.687500 Penalty: 3120.026855
	Iteration 28Q: 3 clusters Score -750317.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -750327.375000 Penalty: 3120.026855
	Iteration 29Q: 3 clusters Score -750327.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -750339.937500 Penalty: 3120.026855
	Iteration 30Q: 3 clusters Score -750339.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -750354.687500 Penalty: 3120.026855
	Iteration 31Q: 3 clusters Score -750354.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -750369.000000 Penalty: 3120.026855
	Iteration 32Q: 3 clusters Score -750369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -750383.500000 Penalty: 3120.026855
	Iteration 33Q: 3 clusters Score -750383.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -750397.375000 Penalty: 3120.026855
	Iteration 34Q: 3 clusters Score -750397.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -750414.812500 Penalty: 3120.026855
	Iteration 35Q: 3 clusters Score -750414.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -750429.562500 Penalty: 3120.026855
	Iteration 36Q: 3 clusters Score -750429.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -750449.375000 Penalty: 3120.026855
	Iteration 37Q: 3 clusters Score -750449.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -750462.875000 Penalty: 3120.026855
	Iteration 38Q: 3 clusters Score -750462.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -750491.375000 Penalty: 3120.026855
	Iteration 39Q: 3 clusters Score -750491.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -750533.500000 Penalty: 3120.026855
	Iteration 40F: 3 clusters Score -750533.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -750590.687500 Penalty: 3120.026855
	Iteration 41Q: 3 clusters Score -750590.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -750652.750000 Penalty: 3120.026855
	Iteration 42Q: 3 clusters Score -750652.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -750716.437500 Penalty: 3120.026855
	Iteration 43Q: 3 clusters Score -750716.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -750780.812500 Penalty: 3120.026855
	Iteration 44Q: 3 clusters Score -750780.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -750843.000000 Penalty: 3120.026855
	Iteration 45Q: 3 clusters Score -750843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -750896.375000 Penalty: 3120.026855
	Iteration 46Q: 3 clusters Score -750896.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -750939.812500 Penalty: 3120.026855
	Iteration 47Q: 3 clusters Score -750939.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -750986.750000 Penalty: 3120.026855
	Iteration 48Q: 3 clusters Score -750986.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -751027.125000 Penalty: 3120.026855
	Iteration 49Q: 3 clusters Score -751027.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -751059.062500 Penalty: 3120.026855
	Iteration 50Q: 3 clusters Score -751059.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -751078.437500 Penalty: 3120.026855
	Iteration 51Q: 3 clusters Score -751078.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -751105.500000 Penalty: 3120.026855
	Iteration 52Q: 3 clusters Score -751105.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -751123.187500 Penalty: 3120.026855
	Iteration 53Q: 3 clusters Score -751123.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -751140.312500 Penalty: 3120.026855
	Iteration 54Q: 3 clusters Score -751140.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -751161.562500 Penalty: 3120.026855
	Iteration 55Q: 3 clusters Score -751161.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -751183.125000 Penalty: 3120.026855
	Iteration 56Q: 3 clusters Score -751183.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -751199.500000 Penalty: 3120.026855
	Iteration 57Q: 3 clusters Score -751199.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -751218.687500 Penalty: 3120.026855
	Iteration 58Q: 3 clusters Score -751218.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -751238.000000 Penalty: 3120.026855
	Iteration 59Q: 3 clusters Score -751238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -751262.250000 Penalty: 3120.026855
	Iteration 60F: 3 clusters Score -751262.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -751281.437500 Penalty: 3120.026855
	Iteration 61Q: 3 clusters Score -751281.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -751294.562500 Penalty: 3120.026855
	Iteration 62Q: 3 clusters Score -751294.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -751308.312500 Penalty: 3120.026855
	Iteration 63Q: 3 clusters Score -751308.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -751324.312500 Penalty: 3120.026855
	Iteration 64Q: 3 clusters Score -751324.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -751344.500000 Penalty: 3120.026855
	Iteration 65Q: 3 clusters Score -751344.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -751363.375000 Penalty: 3120.026855
	Iteration 66Q: 3 clusters Score -751363.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -751382.437500 Penalty: 3120.026855
	Iteration 67Q: 3 clusters Score -751382.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -751401.312500 Penalty: 3120.026855
	Iteration 68Q: 3 clusters Score -751401.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -751421.000000 Penalty: 3120.026855
	Iteration 69Q: 3 clusters Score -751421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -751435.812500 Penalty: 3120.026855
	Iteration 70Q: 3 clusters Score -751435.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -751453.437500 Penalty: 3120.026855
	Iteration 71Q: 3 clusters Score -751453.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -751475.000000 Penalty: 3120.026855
	Iteration 72Q: 3 clusters Score -751475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -751494.125000 Penalty: 3120.026855
	Iteration 73Q: 3 clusters Score -751494.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -751516.500000 Penalty: 3120.026855
	Iteration 74Q: 3 clusters Score -751516.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -751534.375000 Penalty: 3120.026855
	Iteration 75Q: 3 clusters Score -751534.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -751551.875000 Penalty: 3120.026855
	Iteration 76Q: 3 clusters Score -751551.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -751566.000000 Penalty: 3120.026855
	Iteration 77Q: 3 clusters Score -751566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -751582.125000 Penalty: 3120.026855
	Iteration 78Q: 3 clusters Score -751582.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -751590.625000 Penalty: 3120.026855
	Iteration 79Q: 3 clusters Score -751590.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -751598.875000 Penalty: 3120.026855
	Iteration 80F: 3 clusters Score -751598.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -751604.250000 Penalty: 3120.026855
	Iteration 81Q: 3 clusters Score -751604.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -751610.812500 Penalty: 3120.026855
	Iteration 82Q: 3 clusters Score -751610.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -751617.875000 Penalty: 3120.026855
	Iteration 83Q: 3 clusters Score -751617.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -751627.437500 Penalty: 3120.026855
	Iteration 84Q: 3 clusters Score -751627.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -751641.500000 Penalty: 3120.026855
	Iteration 85Q: 3 clusters Score -751641.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -751653.062500 Penalty: 3120.026855
	Iteration 86Q: 3 clusters Score -751653.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -751667.937500 Penalty: 3120.026855
	Iteration 87Q: 3 clusters Score -751667.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -751677.812500 Penalty: 3120.026855
	Iteration 88Q: 3 clusters Score -751677.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -751687.437500 Penalty: 3120.026855
	Iteration 89Q: 3 clusters Score -751687.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -751700.937500 Penalty: 3120.026855
	Iteration 90Q: 3 clusters Score -751700.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -751713.437500 Penalty: 3120.026855
	Iteration 91Q: 3 clusters Score -751713.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -751718.937500 Penalty: 3120.026855
	Iteration 92Q: 3 clusters Score -751718.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -751719.500000 Penalty: 3120.026855
	Iteration 93Q: 3 clusters Score -751719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -751721.250000 Penalty: 3120.026855
	Iteration 94Q: 3 clusters Score -751721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -751722.250000 Penalty: 3120.026855
	Iteration 95Q: 3 clusters Score -751722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -751726.000000 Penalty: 3120.026855
	Iteration 96Q: 3 clusters Score -751726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -751728.125000 Penalty: 3120.026855
	Iteration 97Q: 3 clusters Score -751728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -751730.187500 Penalty: 3120.026855
	Iteration 98Q: 3 clusters Score -751730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -751731.875000 Penalty: 3120.026855
	Iteration 99Q: 3 clusters Score -751731.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -751734.375000 Penalty: 3120.026855
	Iteration 100F: 3 clusters Score -751734.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -751735.875000 Penalty: 3120.026855
	Iteration 101Q: 3 clusters Score -751735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -751739.187500 Penalty: 3120.026855
	Iteration 102Q: 3 clusters Score -751739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -751742.125000 Penalty: 3120.026855
	Iteration 103Q: 3 clusters Score -751742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -751743.500000 Penalty: 3120.026855
	Iteration 104Q: 3 clusters Score -751743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -751747.062500 Penalty: 3120.026855
	Iteration 105Q: 3 clusters Score -751747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -751745.500000 Penalty: 3120.026855
	Iteration 106Q: 3 clusters Score -751745.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -751748.687500 Penalty: 3120.026855
	Iteration 107Q: 3 clusters Score -751748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -751750.500000 Penalty: 3120.026855
	Iteration 108Q: 3 clusters Score -751750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -751751.125000 Penalty: 3120.026855
	Iteration 109Q: 3 clusters Score -751751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -751751.625000 Penalty: 3120.026855
	Iteration 110Q: 3 clusters Score -751751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -751752.062500 Penalty: 3120.026855
	Iteration 111Q: 3 clusters Score -751752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -751750.375000 Penalty: 3120.026855
	Iteration 112Q: 3 clusters Score -751750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -751751.500000 Penalty: 3120.026855
	Iteration 113Q: 3 clusters Score -751751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -751751.375000 Penalty: 3120.026855
	Iteration 114Q: 3 clusters Score -751751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -751751.375000 Penalty: 3120.026855
	Iteration 115F: 3 clusters Score -751751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -86675.304688 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -86675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -84888.343750 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -84888.34 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -85215.578125 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -85215.58 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85297.515625 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -85297.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85349.312500 Penalty: 2388.500000
	Iteration 3Q: 3 clusters Score -85349.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85392.062500 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -85392.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -85450.531250 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -85450.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -85541.601562 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -85541.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -85668.328125 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -85668.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -85807.976562 Penalty: 2388.500000
	Iteration 8F: 3 clusters Score -85807.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -85946.359375 Penalty: 2388.500000
	Iteration 9F: 3 clusters Score -85946.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -86086.414062 Penalty: 2388.500000
	Iteration 10F: 3 clusters Score -86086.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -86197.148438 Penalty: 2388.500000
	Iteration 11F: 3 clusters Score -86197.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -86262.593750 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -86262.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -86334.054688 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -86334.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -86365.250000 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -86365.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -86379.835938 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -86379.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -86389.398438 Penalty: 2388.500000
	Iteration 16Q: 3 clusters Score -86389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -86395.429688 Penalty: 2388.500000
	Iteration 17Q: 3 clusters Score -86395.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -86400.132812 Penalty: 2388.500000
	Iteration 18Q: 3 clusters Score -86400.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -86402.234375 Penalty: 2388.500000
	Iteration 19Q: 3 clusters Score -86402.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -86404.437500 Penalty: 2388.500000
	Iteration 20F: 3 clusters Score -86404.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -86405.203125 Penalty: 2388.500000
	Iteration 21Q: 3 clusters Score -86405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -86405.203125 Penalty: 2388.500000
	Iteration 22F: 3 clusters Score -86405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -273360.218750 Penalty: 1381.686890
	Iteration 0F: 2 clusters Score -273360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -269428.812500 Penalty: 2763.373779
	Iteration 0F: 3 clusters Score -269428.8 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -270544.531250 Penalty: 2763.373779
	Iteration 1F: 3 clusters Score -270544.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -270735.281250 Penalty: 2763.373779
	Iteration 2F: 3 clusters Score -270735.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -270867.500000 Penalty: 2763.373779
	Iteration 3F: 3 clusters Score -270867.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -270974.343750 Penalty: 2763.373779
	Iteration 4Q: 3 clusters Score -270974.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -271057.531250 Penalty: 2763.373779
	Iteration 5Q: 3 clusters Score -271057.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -271119.875000 Penalty: 2763.373779
	Iteration 6Q: 3 clusters Score -271119.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -271166.031250 Penalty: 2763.373779
	Iteration 7Q: 3 clusters Score -271166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -271212.750000 Penalty: 2763.373779
	Iteration 8Q: 3 clusters Score -271212.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -271268.250000 Penalty: 2763.373779
	Iteration 9Q: 3 clusters Score -271268.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -271314.843750 Penalty: 2763.373779
	Iteration 10Q: 3 clusters Score -271314.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -271363.156250 Penalty: 2763.373779
	Iteration 11Q: 3 clusters Score -271363.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -271419.687500 Penalty: 2763.373779
	Iteration 12Q: 3 clusters Score -271419.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -271485.468750 Penalty: 2763.373779
	Iteration 13Q: 3 clusters Score -271485.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -271545.781250 Penalty: 2763.373779
	Iteration 14Q: 3 clusters Score -271545.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -271601.656250 Penalty: 2763.373779
	Iteration 15Q: 3 clusters Score -271601.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -271659.281250 Penalty: 2763.373779
	Iteration 16Q: 3 clusters Score -271659.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -271706.281250 Penalty: 2763.373779
	Iteration 17Q: 3 clusters Score -271706.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -271756.781250 Penalty: 2763.373779
	Iteration 18Q: 3 clusters Score -271756.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -271792.906250 Penalty: 2763.373779
	Iteration 19Q: 3 clusters Score -271792.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -271836.843750 Penalty: 2763.373779
	Iteration 20F: 3 clusters Score -271836.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -271871.750000 Penalty: 2763.373779
	Iteration 21Q: 3 clusters Score -271871.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -271907.062500 Penalty: 2763.373779
	Iteration 22Q: 3 clusters Score -271907.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -271946.531250 Penalty: 2763.373779
	Iteration 23Q: 3 clusters Score -271946.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -271982.500000 Penalty: 2763.373779
	Iteration 24Q: 3 clusters Score -271982.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -272023.250000 Penalty: 2763.373779
	Iteration 25Q: 3 clusters Score -272023.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -272058.750000 Penalty: 2763.373779
	Iteration 26Q: 3 clusters Score -272058.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -272101.312500 Penalty: 2763.373779
	Iteration 27Q: 3 clusters Score -272101.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -272145.875000 Penalty: 2763.373779
	Iteration 28Q: 3 clusters Score -272145.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -272182.781250 Penalty: 2763.373779
	Iteration 29Q: 3 clusters Score -272182.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -272225.093750 Penalty: 2763.373779
	Iteration 30Q: 3 clusters Score -272225.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -272272.812500 Penalty: 2763.373779
	Iteration 31Q: 3 clusters Score -272272.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -272343.625000 Penalty: 2763.373779
	Iteration 32Q: 3 clusters Score -272343.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -272381.531250 Penalty: 2763.373779
	Iteration 33Q: 3 clusters Score -272381.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -272394.031250 Penalty: 2763.373779
	Iteration 34Q: 3 clusters Score -272394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -272399.343750 Penalty: 2763.373779
	Iteration 35Q: 3 clusters Score -272399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -272402.437500 Penalty: 2763.373779
	Iteration 36Q: 3 clusters Score -272402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -272405.593750 Penalty: 2763.373779
	Iteration 37Q: 3 clusters Score -272405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -272406.562500 Penalty: 2763.373779
	Iteration 38Q: 3 clusters Score -272406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -272407.218750 Penalty: 2763.373779
	Iteration 39Q: 3 clusters Score -272407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -272408.000000 Penalty: 2763.373779
	Iteration 40F: 3 clusters Score -272408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -272409.750000 Penalty: 2763.373779
	Iteration 41Q: 3 clusters Score -272409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -272410.781250 Penalty: 2763.373779
	Iteration 42Q: 3 clusters Score -272410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -272411.312500 Penalty: 2763.373779
	Iteration 43Q: 3 clusters Score -272411.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -272411.312500 Penalty: 2763.373779
	Iteration 44F: 3 clusters Score -272411.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -340649.093750 Penalty: 1426.777954
	Iteration 0F: 2 clusters Score -340649.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -335671.843750 Penalty: 2853.555908
	Iteration 0F: 3 clusters Score -335671.8 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -337096.093750 Penalty: 2853.555908
	Iteration 1F: 3 clusters Score -337096.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -337432.062500 Penalty: 2853.555908
	Iteration 2F: 3 clusters Score -337432.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -337710.125000 Penalty: 2853.555908
	Iteration 3F: 3 clusters Score -337710.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -337924.531250 Penalty: 2853.555908
	Iteration 4F: 3 clusters Score -337924.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -338104.843750 Penalty: 2853.555908
	Iteration 5Q: 3 clusters Score -338104.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -338250.000000 Penalty: 2853.555908
	Iteration 6Q: 3 clusters Score -338250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -338372.843750 Penalty: 2853.555908
	Iteration 7Q: 3 clusters Score -338372.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -338475.906250 Penalty: 2853.555908
	Iteration 8Q: 3 clusters Score -338475.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -338574.406250 Penalty: 2853.555908
	Iteration 9Q: 3 clusters Score -338574.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -338685.406250 Penalty: 2853.555908
	Iteration 10Q: 3 clusters Score -338685.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -338789.750000 Penalty: 2853.555908
	Iteration 11Q: 3 clusters Score -338789.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -338901.437500 Penalty: 2853.555908
	Iteration 12Q: 3 clusters Score -338901.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -338998.312500 Penalty: 2853.555908
	Iteration 13Q: 3 clusters Score -338998.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -339095.375000 Penalty: 2853.555908
	Iteration 14Q: 3 clusters Score -339095.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -339191.843750 Penalty: 2853.555908
	Iteration 15Q: 3 clusters Score -339191.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -339257.875000 Penalty: 2853.555908
	Iteration 16Q: 3 clusters Score -339257.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -339296.625000 Penalty: 2853.555908
	Iteration 17Q: 3 clusters Score -339296.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -339329.156250 Penalty: 2853.555908
	Iteration 18Q: 3 clusters Score -339329.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -339349.750000 Penalty: 2853.555908
	Iteration 19Q: 3 clusters Score -339349.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -339360.406250 Penalty: 2853.555908
	Iteration 20F: 3 clusters Score -339360.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -339372.875000 Penalty: 2853.555908
	Iteration 21Q: 3 clusters Score -339372.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -339380.843750 Penalty: 2853.555908
	Iteration 22Q: 3 clusters Score -339380.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -339386.625000 Penalty: 2853.555908
	Iteration 23Q: 3 clusters Score -339386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -339389.593750 Penalty: 2853.555908
	Iteration 24Q: 3 clusters Score -339389.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -339392.281250 Penalty: 2853.555908
	Iteration 25Q: 3 clusters Score -339392.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -339393.875000 Penalty: 2853.555908
	Iteration 26Q: 3 clusters Score -339393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -339396.656250 Penalty: 2853.555908
	Iteration 27Q: 3 clusters Score -339396.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -339398.906250 Penalty: 2853.555908
	Iteration 28Q: 3 clusters Score -339398.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -339401.375000 Penalty: 2853.555908
	Iteration 29Q: 3 clusters Score -339401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -339402.593750 Penalty: 2853.555908
	Iteration 30Q: 3 clusters Score -339402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -339402.625000 Penalty: 2853.555908
	Iteration 31Q: 3 clusters Score -339402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -339403.125000 Penalty: 2853.555908
	Iteration 32Q: 3 clusters Score -339403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -339402.593750 Penalty: 2853.555908
	Iteration 33Q: 3 clusters Score -339402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -339403.468750 Penalty: 2853.555908
	Iteration 34Q: 3 clusters Score -339403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -339403.750000 Penalty: 2853.555908
	Iteration 35Q: 3 clusters Score -339403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -339403.625000 Penalty: 2853.555908
	Iteration 36Q: 3 clusters Score -339403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -339403.500000 Penalty: 2853.555908
	Iteration 37Q: 3 clusters Score -339403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -339404.687500 Penalty: 2853.555908
	Iteration 38Q: 3 clusters Score -339404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -339404.406250 Penalty: 2853.555908
	Iteration 39Q: 3 clusters Score -339404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -339404.562500 Penalty: 2853.555908
	Iteration 40F: 3 clusters Score -339404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Entering Unmasked Estep 
Score: -1513717.500000 Penalty: 1644.828369
	Iteration 0F: 2 clusters Score -1513718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1496802.125000 Penalty: 3289.656738
	Iteration 0F: 3 clusters Score -1496802 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1503120.625000 Penalty: 3289.656738
	Iteration 1F: 3 clusters Score -1503121 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1503467.125000 Penalty: 3289.656738
	Iteration 2Q: 3 clusters Score -1503467 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1503757.625000 Penalty: 3289.656738
	Iteration 3Q: 3 clusters Score -1503758 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1504024.750000 Penalty: 3289.656738
	Iteration 4Q: 3 clusters Score -1504025 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1504296.750000 Penalty: 3289.656738
	Iteration 5Q: 3 clusters Score -1504297 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1504600.250000 Penalty: 3289.656738
	Iteration 6Q: 3 clusters Score -1504600 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1504948.875000 Penalty: 3289.656738
	Iteration 7Q: 3 clusters Score -1504949 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1505392.125000 Penalty: 3289.656738
	Iteration 8Q: 3 clusters Score -1505392 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1505957.250000 Penalty: 3289.656738
	Iteration 9Q: 3 clusters Score -1505957 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1506675.500000 Penalty: 3289.656738
	Iteration 10Q: 3 clusters Score -1506676 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1507427.500000 Penalty: 3289.656738
	Iteration 11Q: 3 clusters Score -1507428 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1508029.875000 Penalty: 3289.656738
	Iteration 12Q: 3 clusters Score -1508030 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1508438.125000 Penalty: 3289.656738
	Iteration 13Q: 3 clusters Score -1508438 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1508651.375000 Penalty: 3289.656738
	Iteration 14Q: 3 clusters Score -1508651 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1508819.000000 Penalty: 3289.656738
	Iteration 15Q: 3 clusters Score -1508819 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1508962.250000 Penalty: 3289.656738
	Iteration 16Q: 3 clusters Score -1508962 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1509108.750000 Penalty: 3289.656738
	Iteration 17Q: 3 clusters Score -1509109 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1509289.875000 Penalty: 3289.656738
	Iteration 18Q: 3 clusters Score -1509290 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1509502.500000 Penalty: 3289.656738
	Iteration 19Q: 3 clusters Score -1509502 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1509733.500000 Penalty: 3289.656738
	Iteration 20F: 3 clusters Score -1509734 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1509945.250000 Penalty: 3289.656738
	Iteration 21Q: 3 clusters Score -1509945 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1510167.750000 Penalty: 3289.656738
	Iteration 22Q: 3 clusters Score -1510168 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1510401.125000 Penalty: 3289.656738
	Iteration 23Q: 3 clusters Score -1510401 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -1510651.625000 Penalty: 3289.656738
	Iteration 24Q: 3 clusters Score -1510652 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -1510859.250000 Penalty: 3289.656738
	Iteration 25Q: 3 clusters Score -1510859 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1511081.875000 Penalty: 3289.656738
	Iteration 26Q: 3 clusters Score -1511082 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -1511287.625000 Penalty: 3289.656738
	Iteration 27Q: 3 clusters Score -1511288 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -1511467.750000 Penalty: 3289.656738
	Iteration 28Q: 3 clusters Score -1511468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -1511631.750000 Penalty: 3289.656738
	Iteration 29Q: 3 clusters Score -1511632 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -1511752.875000 Penalty: 3289.656738
	Iteration 30Q: 3 clusters Score -1511753 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -1511846.750000 Penalty: 3289.656738
	Iteration 31Q: 3 clusters Score -1511847 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -1511919.500000 Penalty: 3289.656738
	Iteration 32Q: 3 clusters Score -1511920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -1511976.750000 Penalty: 3289.656738
	Iteration 33Q: 3 clusters Score -1511977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -1512028.250000 Penalty: 3289.656738
	Iteration 34Q: 3 clusters Score -1512028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -1512090.500000 Penalty: 3289.656738
	Iteration 35Q: 3 clusters Score -1512090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -1512127.250000 Penalty: 3289.656738
	Iteration 36Q: 3 clusters Score -1512127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -1512159.000000 Penalty: 3289.656738
	Iteration 37Q: 3 clusters Score -1512159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -1512181.625000 Penalty: 3289.656738
	Iteration 38Q: 3 clusters Score -1512182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1512205.125000 Penalty: 3289.656738
	Iteration 39Q: 3 clusters Score -1512205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -1512224.875000 Penalty: 3289.656738
	Iteration 40F: 3 clusters Score -1512225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -1512239.250000 Penalty: 3289.656738
	Iteration 41Q: 3 clusters Score -1512239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -1512250.875000 Penalty: 3289.656738
	Iteration 42Q: 3 clusters Score -1512251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -1512268.250000 Penalty: 3289.656738
	Iteration 43Q: 3 clusters Score -1512268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -1512284.750000 Penalty: 3289.656738
	Iteration 44Q: 3 clusters Score -1512285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -1512296.250000 Penalty: 3289.656738
	Iteration 45Q: 3 clusters Score -1512296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -1512301.625000 Penalty: 3289.656738
	Iteration 46Q: 3 clusters Score -1512302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -1512304.375000 Penalty: 3289.656738
	Iteration 47Q: 3 clusters Score -1512304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -1512303.750000 Penalty: 3289.656738
	Iteration 48Q: 3 clusters Score -1512304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -1512303.750000 Penalty: 3289.656738
	Iteration 49F: 3 clusters Score -1512304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Entering Unmasked Estep 
Score: -4217163.500000 Penalty: 1811.966553
	Iteration 0F: 2 clusters Score -4217164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4170575.000000 Penalty: 3623.933105
	Iteration 0F: 3 clusters Score -4170575 nChanged 33108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4189692.500000 Penalty: 3623.933105
	Iteration 1F: 3 clusters Score -4189692 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4190452.500000 Penalty: 3623.933105
	Iteration 2Q: 3 clusters Score -4190452 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4191540.750000 Penalty: 3623.933105
	Iteration 3Q: 3 clusters Score -4191541 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4193102.000000 Penalty: 3623.933105
	Iteration 4Q: 3 clusters Score -4193102 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4195026.000000 Penalty: 3623.933105
	Iteration 5F: 3 clusters Score -4195026 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4197133.000000 Penalty: 3623.933105
	Iteration 6F: 3 clusters Score -4197133 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4199072.500000 Penalty: 3623.933105
	Iteration 7F: 3 clusters Score -4199072 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4200638.500000 Penalty: 3623.933105
	Iteration 8F: 3 clusters Score -4200638 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4201832.500000 Penalty: 3623.933105
	Iteration 9Q: 3 clusters Score -4201832 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -4202735.000000 Penalty: 3623.933105
	Iteration 10Q: 3 clusters Score -4202735 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4203721.000000 Penalty: 3623.933105
	Iteration 11Q: 3 clusters Score -4203721 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -4204822.500000 Penalty: 3623.933105
	Iteration 12Q: 3 clusters Score -4204822 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4205995.500000 Penalty: 3623.933105
	Iteration 13Q: 3 clusters Score -4205996 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4207085.000000 Penalty: 3623.933105
	Iteration 14Q: 3 clusters Score -4207085 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4207743.500000 Penalty: 3623.933105
	Iteration 15Q: 3 clusters Score -4207744 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4208143.500000 Penalty: 3623.933105
	Iteration 16Q: 3 clusters Score -4208144 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4208412.500000 Penalty: 3623.933105
	Iteration 17Q: 3 clusters Score -4208412 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4208627.000000 Penalty: 3623.933105
	Iteration 18Q: 3 clusters Score -4208627 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4208847.500000 Penalty: 3623.933105
	Iteration 19Q: 3 clusters Score -4208848 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4208996.500000 Penalty: 3623.933105
	Iteration 20F: 3 clusters Score -4208996 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4209168.000000 Penalty: 3623.933105
	Iteration 21Q: 3 clusters Score -4209168 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4209302.500000 Penalty: 3623.933105
	Iteration 22Q: 3 clusters Score -4209302 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4209452.500000 Penalty: 3623.933105
	Iteration 23Q: 3 clusters Score -4209452 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4209585.000000 Penalty: 3623.933105
	Iteration 24Q: 3 clusters Score -4209585 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4209708.000000 Penalty: 3623.933105
	Iteration 25Q: 3 clusters Score -4209708 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4209814.500000 Penalty: 3623.933105
	Iteration 26Q: 3 clusters Score -4209814 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4209889.000000 Penalty: 3623.933105
	Iteration 27Q: 3 clusters Score -4209889 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -4209989.000000 Penalty: 3623.933105
	Iteration 28Q: 3 clusters Score -4209989 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4210064.500000 Penalty: 3623.933105
	Iteration 29Q: 3 clusters Score -4210064 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4210165.000000 Penalty: 3623.933105
	Iteration 30Q: 3 clusters Score -4210165 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4210290.000000 Penalty: 3623.933105
	Iteration 31Q: 3 clusters Score -4210290 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4210376.500000 Penalty: 3623.933105
	Iteration 32Q: 3 clusters Score -4210376 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4210456.500000 Penalty: 3623.933105
	Iteration 33Q: 3 clusters Score -4210456 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4210577.500000 Penalty: 3623.933105
	Iteration 34Q: 3 clusters Score -4210578 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4210643.500000 Penalty: 3623.933105
	Iteration 35Q: 3 clusters Score -4210644 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4210742.000000 Penalty: 3623.933105
	Iteration 36Q: 3 clusters Score -4210742 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4210861.500000 Penalty: 3623.933105
	Iteration 37Q: 3 clusters Score -4210862 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4211001.500000 Penalty: 3623.933105
	Iteration 38Q: 3 clusters Score -4211002 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4211152.500000 Penalty: 3623.933105
	Iteration 39Q: 3 clusters Score -4211152 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4211266.500000 Penalty: 3623.933105
	Iteration 40F: 3 clusters Score -4211266 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4211424.500000 Penalty: 3623.933105
	Iteration 41Q: 3 clusters Score -4211424 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4211560.000000 Penalty: 3623.933105
	Iteration 42Q: 3 clusters Score -4211560 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4211721.500000 Penalty: 3623.933105
	Iteration 43Q: 3 clusters Score -4211722 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4211869.000000 Penalty: 3623.933105
	Iteration 44Q: 3 clusters Score -4211869 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4212017.500000 Penalty: 3623.933105
	Iteration 45Q: 3 clusters Score -4212018 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4212195.500000 Penalty: 3623.933105
	Iteration 46Q: 3 clusters Score -4212196 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4212342.000000 Penalty: 3623.933105
	Iteration 47Q: 3 clusters Score -4212342 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4212549.500000 Penalty: 3623.933105
	Iteration 48Q: 3 clusters Score -4212550 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4212743.000000 Penalty: 3623.933105
	Iteration 49Q: 3 clusters Score -4212743 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4212966.000000 Penalty: 3623.933105
	Iteration 50Q: 3 clusters Score -4212966 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4213186.000000 Penalty: 3623.933105
	Iteration 51Q: 3 clusters Score -4213186 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4213422.000000 Penalty: 3623.933105
	Iteration 52Q: 3 clusters Score -4213422 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4213698.500000 Penalty: 3623.933105
	Iteration 53Q: 3 clusters Score -4213698 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4213937.500000 Penalty: 3623.933105
	Iteration 54Q: 3 clusters Score -4213938 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4214232.000000 Penalty: 3623.933105
	Iteration 55Q: 3 clusters Score -4214232 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4214507.500000 Penalty: 3623.933105
	Iteration 56Q: 3 clusters Score -4214508 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -4214835.500000 Penalty: 3623.933105
	Iteration 57Q: 3 clusters Score -4214836 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4215109.500000 Penalty: 3623.933105
	Iteration 58Q: 3 clusters Score -4215110 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4215360.500000 Penalty: 3623.933105
	Iteration 59Q: 3 clusters Score -4215360 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -4215504.500000 Penalty: 3623.933105
	Iteration 60F: 3 clusters Score -4215504 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4215605.500000 Penalty: 3623.933105
	Iteration 61Q: 3 clusters Score -4215606 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4215679.500000 Penalty: 3623.933105
	Iteration 62Q: 3 clusters Score -4215680 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4215745.500000 Penalty: 3623.933105
	Iteration 63Q: 3 clusters Score -4215746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4215799.500000 Penalty: 3623.933105
	Iteration 64Q: 3 clusters Score -4215800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4215867.500000 Penalty: 3623.933105
	Iteration 65Q: 3 clusters Score -4215868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4215935.000000 Penalty: 3623.933105
	Iteration 66Q: 3 clusters Score -4215935 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4216001.500000 Penalty: 3623.933105
	Iteration 67Q: 3 clusters Score -4216002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4216031.000000 Penalty: 3623.933105
	Iteration 68Q: 3 clusters Score -4216031 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4216070.000000 Penalty: 3623.933105
	Iteration 69Q: 3 clusters Score -4216070 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4216095.000000 Penalty: 3623.933105
	Iteration 70Q: 3 clusters Score -4216095 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4216102.000000 Penalty: 3623.933105
	Iteration 71Q: 3 clusters Score -4216102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4216125.000000 Penalty: 3623.933105
	Iteration 72Q: 3 clusters Score -4216125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4216146.500000 Penalty: 3623.933105
	Iteration 73Q: 3 clusters Score -4216146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4216176.000000 Penalty: 3623.933105
	Iteration 74Q: 3 clusters Score -4216176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4216180.000000 Penalty: 3623.933105
	Iteration 75Q: 3 clusters Score -4216180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4216199.500000 Penalty: 3623.933105
	Iteration 76Q: 3 clusters Score -4216200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4216213.000000 Penalty: 3623.933105
	Iteration 77Q: 3 clusters Score -4216213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4216226.500000 Penalty: 3623.933105
	Iteration 78Q: 3 clusters Score -4216226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4216227.000000 Penalty: 3623.933105
	Iteration 79Q: 3 clusters Score -4216227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4216235.500000 Penalty: 3623.933105
	Iteration 80F: 3 clusters Score -4216236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4216252.000000 Penalty: 3623.933105
	Iteration 81Q: 3 clusters Score -4216252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4216260.000000 Penalty: 3623.933105
	Iteration 82Q: 3 clusters Score -4216260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4216264.500000 Penalty: 3623.933105
	Iteration 83Q: 3 clusters Score -4216264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4216270.500000 Penalty: 3623.933105
	Iteration 84Q: 3 clusters Score -4216270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4216280.500000 Penalty: 3623.933105
	Iteration 85Q: 3 clusters Score -4216280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4216300.000000 Penalty: 3623.933105
	Iteration 86Q: 3 clusters Score -4216300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4216312.000000 Penalty: 3623.933105
	Iteration 87Q: 3 clusters Score -4216312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4216314.000000 Penalty: 3623.933105
	Iteration 88Q: 3 clusters Score -4216314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4216330.500000 Penalty: 3623.933105
	Iteration 89Q: 3 clusters Score -4216330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4216330.500000 Penalty: 3623.933105
	Iteration 90Q: 3 clusters Score -4216330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4216337.000000 Penalty: 3623.933105
	Iteration 91Q: 3 clusters Score -4216337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4216338.500000 Penalty: 3623.933105
	Iteration 92Q: 3 clusters Score -4216338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4216346.500000 Penalty: 3623.933105
	Iteration 93Q: 3 clusters Score -4216346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4216346.500000 Penalty: 3623.933105
	Iteration 94Q: 3 clusters Score -4216346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4216351.500000 Penalty: 3623.933105
	Iteration 95Q: 3 clusters Score -4216352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4216352.000000 Penalty: 3623.933105
	Iteration 96Q: 3 clusters Score -4216352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4216360.500000 Penalty: 3623.933105
	Iteration 97Q: 3 clusters Score -4216360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4216356.000000 Penalty: 3623.933105
	Iteration 98Q: 3 clusters Score -4216356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4216355.500000 Penalty: 3623.933105
	Iteration 99Q: 3 clusters Score -4216356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4216356.500000 Penalty: 3623.933105
	Iteration 100F: 3 clusters Score -4216356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4216361.000000 Penalty: 3623.933105
	Iteration 101Q: 3 clusters Score -4216361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4216359.000000 Penalty: 3623.933105
	Iteration 102Q: 3 clusters Score -4216359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4216357.500000 Penalty: 3623.933105
	Iteration 103Q: 3 clusters Score -4216358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4216358.500000 Penalty: 3623.933105
	Iteration 104Q: 3 clusters Score -4216358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4216358.000000 Penalty: 3623.933105
	Iteration 105Q: 3 clusters Score -4216358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4216356.000000 Penalty: 3623.933105
	Iteration 106Q: 3 clusters Score -4216356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4216353.000000 Penalty: 3623.933105
	Iteration 107Q: 3 clusters Score -4216353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4216359.500000 Penalty: 3623.933105
	Iteration 108Q: 3 clusters Score -4216360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4216361.000000 Penalty: 3623.933105
	Iteration 109Q: 3 clusters Score -4216361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4216368.000000 Penalty: 3623.933105
	Iteration 110Q: 3 clusters Score -4216368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4216365.000000 Penalty: 3623.933105
	Iteration 111Q: 3 clusters Score -4216365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4216365.500000 Penalty: 3623.933105
	Iteration 112Q: 3 clusters Score -4216366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4216367.000000 Penalty: 3623.933105
	Iteration 113Q: 3 clusters Score -4216367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4216364.500000 Penalty: 3623.933105
	Iteration 114Q: 3 clusters Score -4216364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4216368.000000 Penalty: 3623.933105
	Iteration 115Q: 3 clusters Score -4216368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4216374.000000 Penalty: 3623.933105
	Iteration 116Q: 3 clusters Score -4216374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4216373.500000 Penalty: 3623.933105
	Iteration 117Q: 3 clusters Score -4216374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4216370.500000 Penalty: 3623.933105
	Iteration 118Q: 3 clusters Score -4216370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4216373.000000 Penalty: 3623.933105
	Iteration 119Q: 3 clusters Score -4216373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4216365.500000 Penalty: 3623.933105
	Iteration 120F: 3 clusters Score -4216366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4216368.500000 Penalty: 3623.933105
	Iteration 121Q: 3 clusters Score -4216368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4216367.000000 Penalty: 3623.933105
	Iteration 122Q: 3 clusters Score -4216367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4216367.000000 Penalty: 3623.933105
	Iteration 123Q: 3 clusters Score -4216367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4216366.500000 Penalty: 3623.933105
	Iteration 124Q: 3 clusters Score -4216366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4216370.000000 Penalty: 3623.933105
	Iteration 125Q: 3 clusters Score -4216370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4216373.500000 Penalty: 3623.933105
	Iteration 126Q: 3 clusters Score -4216374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4216373.000000 Penalty: 3623.933105
	Iteration 127Q: 3 clusters Score -4216373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4216375.000000 Penalty: 3623.933105
	Iteration 128Q: 3 clusters Score -4216375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4216374.000000 Penalty: 3623.933105
	Iteration 129Q: 3 clusters Score -4216374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4216374.000000 Penalty: 3623.933105
	Iteration 130Q: 3 clusters Score -4216374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4216368.500000 Penalty: 3623.933105
	Iteration 131Q: 3 clusters Score -4216368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4216373.500000 Penalty: 3623.933105
	Iteration 132Q: 3 clusters Score -4216374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4216374.500000 Penalty: 3623.933105
	Iteration 133Q: 3 clusters Score -4216374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4216377.500000 Penalty: 3623.933105
	Iteration 134Q: 3 clusters Score -4216378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4216375.500000 Penalty: 3623.933105
	Iteration 135Q: 3 clusters Score -4216376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4216379.500000 Penalty: 3623.933105
	Iteration 136Q: 3 clusters Score -4216380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4216379.500000 Penalty: 3623.933105
	Iteration 137Q: 3 clusters Score -4216380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4216382.000000 Penalty: 3623.933105
	Iteration 138Q: 3 clusters Score -4216382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4216376.500000 Penalty: 3623.933105
	Iteration 139Q: 3 clusters Score -4216376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4216383.500000 Penalty: 3623.933105
	Iteration 140F: 3 clusters Score -4216384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4216381.500000 Penalty: 3623.933105
	Iteration 141Q: 3 clusters Score -4216382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4216377.500000 Penalty: 3623.933105
	Iteration 142Q: 3 clusters Score -4216378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4216386.000000 Penalty: 3623.933105
	Iteration 143Q: 3 clusters Score -4216386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4216384.000000 Penalty: 3623.933105
	Iteration 144Q: 3 clusters Score -4216384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4216385.000000 Penalty: 3623.933105
	Iteration 145Q: 3 clusters Score -4216385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4216389.500000 Penalty: 3623.933105
	Iteration 146Q: 3 clusters Score -4216390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4216386.000000 Penalty: 3623.933105
	Iteration 147Q: 3 clusters Score -4216386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4216387.000000 Penalty: 3623.933105
	Iteration 148Q: 3 clusters Score -4216387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4216388.500000 Penalty: 3623.933105
	Iteration 149Q: 3 clusters Score -4216388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4216387.500000 Penalty: 3623.933105
	Iteration 150Q: 3 clusters Score -4216388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4216387.500000 Penalty: 3623.933105
	Iteration 151F: 3 clusters Score -4216388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -256314.968750 Penalty: 1363.676758
	Iteration 0F: 2 clusters Score -256315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -252672.406250 Penalty: 2727.353516
	Iteration 0F: 3 clusters Score -252672.4 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -253701.250000 Penalty: 2727.353516
	Iteration 1F: 3 clusters Score -253701.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -253853.984375 Penalty: 2727.353516
	Iteration 2F: 3 clusters Score -253854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -253950.062500 Penalty: 2727.353516
	Iteration 3Q: 3 clusters Score -253950.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -254023.140625 Penalty: 2727.353516
	Iteration 4Q: 3 clusters Score -254023.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -254071.906250 Penalty: 2727.353516
	Iteration 5Q: 3 clusters Score -254071.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -254125.843750 Penalty: 2727.353516
	Iteration 6Q: 3 clusters Score -254125.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -254165.125000 Penalty: 2727.353516
	Iteration 7Q: 3 clusters Score -254165.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -254187.312500 Penalty: 2727.353516
	Iteration 8Q: 3 clusters Score -254187.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -254213.968750 Penalty: 2727.353516
	Iteration 9Q: 3 clusters Score -254214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -254232.890625 Penalty: 2727.353516
	Iteration 10Q: 3 clusters Score -254232.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -254250.437500 Penalty: 2727.353516
	Iteration 11Q: 3 clusters Score -254250.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -254262.187500 Penalty: 2727.353516
	Iteration 12Q: 3 clusters Score -254262.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -254273.687500 Penalty: 2727.353516
	Iteration 13Q: 3 clusters Score -254273.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -254283.437500 Penalty: 2727.353516
	Iteration 14Q: 3 clusters Score -254283.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -254294.062500 Penalty: 2727.353516
	Iteration 15Q: 3 clusters Score -254294.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -254305.109375 Penalty: 2727.353516
	Iteration 16Q: 3 clusters Score -254305.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -254317.375000 Penalty: 2727.353516
	Iteration 17Q: 3 clusters Score -254317.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -254331.375000 Penalty: 2727.353516
	Iteration 18Q: 3 clusters Score -254331.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -254348.203125 Penalty: 2727.353516
	Iteration 19Q: 3 clusters Score -254348.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -254364.312500 Penalty: 2727.353516
	Iteration 20F: 3 clusters Score -254364.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -254387.250000 Penalty: 2727.353516
	Iteration 21Q: 3 clusters Score -254387.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -254409.796875 Penalty: 2727.353516
	Iteration 22Q: 3 clusters Score -254409.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -254433.250000 Penalty: 2727.353516
	Iteration 23Q: 3 clusters Score -254433.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -254461.125000 Penalty: 2727.353516
	Iteration 24Q: 3 clusters Score -254461.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -254489.015625 Penalty: 2727.353516
	Iteration 25Q: 3 clusters Score -254489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -254510.828125 Penalty: 2727.353516
	Iteration 26Q: 3 clusters Score -254510.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -254537.562500 Penalty: 2727.353516
	Iteration 27Q: 3 clusters Score -254537.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -254574.296875 Penalty: 2727.353516
	Iteration 28Q: 3 clusters Score -254574.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -254618.250000 Penalty: 2727.353516
	Iteration 29Q: 3 clusters Score -254618.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -254680.796875 Penalty: 2727.353516
	Iteration 30Q: 3 clusters Score -254680.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -254747.218750 Penalty: 2727.353516
	Iteration 31Q: 3 clusters Score -254747.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -254795.968750 Penalty: 2727.353516
	Iteration 32Q: 3 clusters Score -254796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -254839.359375 Penalty: 2727.353516
	Iteration 33Q: 3 clusters Score -254839.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -254874.031250 Penalty: 2727.353516
	Iteration 34Q: 3 clusters Score -254874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -254903.593750 Penalty: 2727.353516
	Iteration 35Q: 3 clusters Score -254903.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -254928.218750 Penalty: 2727.353516
	Iteration 36Q: 3 clusters Score -254928.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -254962.437500 Penalty: 2727.353516
	Iteration 37Q: 3 clusters Score -254962.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -254983.781250 Penalty: 2727.353516
	Iteration 38Q: 3 clusters Score -254983.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -255010.375000 Penalty: 2727.353516
	Iteration 39Q: 3 clusters Score -255010.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -255031.015625 Penalty: 2727.353516
	Iteration 40F: 3 clusters Score -255031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -255050.406250 Penalty: 2727.353516
	Iteration 41Q: 3 clusters Score -255050.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -255066.343750 Penalty: 2727.353516
	Iteration 42Q: 3 clusters Score -255066.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -255082.078125 Penalty: 2727.353516
	Iteration 43Q: 3 clusters Score -255082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -255094.750000 Penalty: 2727.353516
	Iteration 44Q: 3 clusters Score -255094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -255102.828125 Penalty: 2727.353516
	Iteration 45Q: 3 clusters Score -255102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -255108.890625 Penalty: 2727.353516
	Iteration 46Q: 3 clusters Score -255108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -255114.093750 Penalty: 2727.353516
	Iteration 47Q: 3 clusters Score -255114.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -255122.796875 Penalty: 2727.353516
	Iteration 48Q: 3 clusters Score -255122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -255129.937500 Penalty: 2727.353516
	Iteration 49Q: 3 clusters Score -255129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -255136.562500 Penalty: 2727.353516
	Iteration 50Q: 3 clusters Score -255136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -255141.125000 Penalty: 2727.353516
	Iteration 51Q: 3 clusters Score -255141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -255144.421875 Penalty: 2727.353516
	Iteration 52Q: 3 clusters Score -255144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -255146.578125 Penalty: 2727.353516
	Iteration 53Q: 3 clusters Score -255146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -255151.187500 Penalty: 2727.353516
	Iteration 54Q: 3 clusters Score -255151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -255153.515625 Penalty: 2727.353516
	Iteration 55Q: 3 clusters Score -255153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -255156.937500 Penalty: 2727.353516
	Iteration 56Q: 3 clusters Score -255156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -255158.468750 Penalty: 2727.353516
	Iteration 57Q: 3 clusters Score -255158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -255161.546875 Penalty: 2727.353516
	Iteration 58Q: 3 clusters Score -255161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -255163.843750 Penalty: 2727.353516
	Iteration 59Q: 3 clusters Score -255163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -255164.843750 Penalty: 2727.353516
	Iteration 60F: 3 clusters Score -255164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -255166.921875 Penalty: 2727.353516
	Iteration 61Q: 3 clusters Score -255166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -255167.750000 Penalty: 2727.353516
	Iteration 62Q: 3 clusters Score -255167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -255168.390625 Penalty: 2727.353516
	Iteration 63Q: 3 clusters Score -255168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -255170.437500 Penalty: 2727.353516
	Iteration 64Q: 3 clusters Score -255170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -255172.015625 Penalty: 2727.353516
	Iteration 65Q: 3 clusters Score -255172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -255174.156250 Penalty: 2727.353516
	Iteration 66Q: 3 clusters Score -255174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -255176.046875 Penalty: 2727.353516
	Iteration 67Q: 3 clusters Score -255176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -255176.328125 Penalty: 2727.353516
	Iteration 68Q: 3 clusters Score -255176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -255177.734375 Penalty: 2727.353516
	Iteration 69Q: 3 clusters Score -255177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -255178.640625 Penalty: 2727.353516
	Iteration 70Q: 3 clusters Score -255178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -255178.937500 Penalty: 2727.353516
	Iteration 71Q: 3 clusters Score -255178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -255178.937500 Penalty: 2727.353516
	Iteration 72F: 3 clusters Score -255178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -448841.312500 Penalty: 1473.545166
	Iteration 0F: 2 clusters Score -448841.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -442533.375000 Penalty: 2947.090332
	Iteration 0F: 3 clusters Score -442533.4 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -444643.781250 Penalty: 2947.090332
	Iteration 1F: 3 clusters Score -444643.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -445140.250000 Penalty: 2947.090332
	Iteration 2F: 3 clusters Score -445140.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -445687.187500 Penalty: 2947.090332
	Iteration 3F: 3 clusters Score -445687.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -446285.531250 Penalty: 2947.090332
	Iteration 4F: 3 clusters Score -446285.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -446776.343750 Penalty: 2947.090332
	Iteration 5F: 3 clusters Score -446776.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -447111.437500 Penalty: 2947.090332
	Iteration 6F: 3 clusters Score -447111.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -447293.687500 Penalty: 2947.090332
	Iteration 7Q: 3 clusters Score -447293.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -447418.312500 Penalty: 2947.090332
	Iteration 8Q: 3 clusters Score -447418.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -447508.625000 Penalty: 2947.090332
	Iteration 9Q: 3 clusters Score -447508.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -447569.312500 Penalty: 2947.090332
	Iteration 10Q: 3 clusters Score -447569.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -447607.937500 Penalty: 2947.090332
	Iteration 11Q: 3 clusters Score -447607.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -447645.062500 Penalty: 2947.090332
	Iteration 12Q: 3 clusters Score -447645.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -447684.750000 Penalty: 2947.090332
	Iteration 13Q: 3 clusters Score -447684.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -447706.843750 Penalty: 2947.090332
	Iteration 14Q: 3 clusters Score -447706.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -447722.968750 Penalty: 2947.090332
	Iteration 15Q: 3 clusters Score -447723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -447740.843750 Penalty: 2947.090332
	Iteration 16Q: 3 clusters Score -447740.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -447759.062500 Penalty: 2947.090332
	Iteration 17Q: 3 clusters Score -447759.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -447773.968750 Penalty: 2947.090332
	Iteration 18Q: 3 clusters Score -447774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -447786.812500 Penalty: 2947.090332
	Iteration 19Q: 3 clusters Score -447786.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -447799.187500 Penalty: 2947.090332
	Iteration 20F: 3 clusters Score -447799.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -447814.687500 Penalty: 2947.090332
	Iteration 21Q: 3 clusters Score -447814.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -447832.093750 Penalty: 2947.090332
	Iteration 22Q: 3 clusters Score -447832.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -447856.156250 Penalty: 2947.090332
	Iteration 23Q: 3 clusters Score -447856.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -447880.343750 Penalty: 2947.090332
	Iteration 24Q: 3 clusters Score -447880.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -447898.406250 Penalty: 2947.090332
	Iteration 25Q: 3 clusters Score -447898.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -447915.250000 Penalty: 2947.090332
	Iteration 26Q: 3 clusters Score -447915.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -447930.031250 Penalty: 2947.090332
	Iteration 27Q: 3 clusters Score -447930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -447942.406250 Penalty: 2947.090332
	Iteration 28Q: 3 clusters Score -447942.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -447957.343750 Penalty: 2947.090332
	Iteration 29Q: 3 clusters Score -447957.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -447973.312500 Penalty: 2947.090332
	Iteration 30Q: 3 clusters Score -447973.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -447991.500000 Penalty: 2947.090332
	Iteration 31Q: 3 clusters Score -447991.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -448005.156250 Penalty: 2947.090332
	Iteration 32Q: 3 clusters Score -448005.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -448019.875000 Penalty: 2947.090332
	Iteration 33Q: 3 clusters Score -448019.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -448033.187500 Penalty: 2947.090332
	Iteration 34Q: 3 clusters Score -448033.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -448046.781250 Penalty: 2947.090332
	Iteration 35Q: 3 clusters Score -448046.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -448056.250000 Penalty: 2947.090332
	Iteration 36Q: 3 clusters Score -448056.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -448063.968750 Penalty: 2947.090332
	Iteration 37Q: 3 clusters Score -448064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -448074.875000 Penalty: 2947.090332
	Iteration 38Q: 3 clusters Score -448074.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -448084.625000 Penalty: 2947.090332
	Iteration 39Q: 3 clusters Score -448084.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -448093.218750 Penalty: 2947.090332
	Iteration 40F: 3 clusters Score -448093.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -448101.468750 Penalty: 2947.090332
	Iteration 41Q: 3 clusters Score -448101.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -448109.500000 Penalty: 2947.090332
	Iteration 42Q: 3 clusters Score -448109.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -448114.281250 Penalty: 2947.090332
	Iteration 43Q: 3 clusters Score -448114.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -448117.687500 Penalty: 2947.090332
	Iteration 44Q: 3 clusters Score -448117.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -448120.093750 Penalty: 2947.090332
	Iteration 45Q: 3 clusters Score -448120.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -448123.656250 Penalty: 2947.090332
	Iteration 46Q: 3 clusters Score -448123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -448125.875000 Penalty: 2947.090332
	Iteration 47Q: 3 clusters Score -448125.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -448128.781250 Penalty: 2947.090332
	Iteration 48Q: 3 clusters Score -448128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -448133.781250 Penalty: 2947.090332
	Iteration 49Q: 3 clusters Score -448133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -448134.437500 Penalty: 2947.090332
	Iteration 50Q: 3 clusters Score -448134.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -448136.812500 Penalty: 2947.090332
	Iteration 51Q: 3 clusters Score -448136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -448137.343750 Penalty: 2947.090332
	Iteration 52Q: 3 clusters Score -448137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -448139.281250 Penalty: 2947.090332
	Iteration 53Q: 3 clusters Score -448139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -448140.312500 Penalty: 2947.090332
	Iteration 54Q: 3 clusters Score -448140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -448141.093750 Penalty: 2947.090332
	Iteration 55Q: 3 clusters Score -448141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -448143.375000 Penalty: 2947.090332
	Iteration 56Q: 3 clusters Score -448143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -448146.750000 Penalty: 2947.090332
	Iteration 57Q: 3 clusters Score -448146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -448147.750000 Penalty: 2947.090332
	Iteration 58Q: 3 clusters Score -448147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -448148.343750 Penalty: 2947.090332
	Iteration 59Q: 3 clusters Score -448148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -448148.937500 Penalty: 2947.090332
	Iteration 60F: 3 clusters Score -448148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -448150.125000 Penalty: 2947.090332
	Iteration 61Q: 3 clusters Score -448150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -448150.593750 Penalty: 2947.090332
	Iteration 62Q: 3 clusters Score -448150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -448151.156250 Penalty: 2947.090332
	Iteration 63Q: 3 clusters Score -448151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -448150.906250 Penalty: 2947.090332
	Iteration 64Q: 3 clusters Score -448150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -448150.125000 Penalty: 2947.090332
	Iteration 65Q: 3 clusters Score -448150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -448150.875000 Penalty: 2947.090332
	Iteration 66Q: 3 clusters Score -448150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -448151.875000 Penalty: 2947.090332
	Iteration 67Q: 3 clusters Score -448151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -448151.875000 Penalty: 2947.090332
	Iteration 68F: 3 clusters Score -448151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -570488.250000 Penalty: 1485.079712
	Iteration 0F: 2 clusters Score -570488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -563743.187500 Penalty: 2970.159424
	Iteration 0F: 3 clusters Score -563743.2 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -565766.500000 Penalty: 2970.159424
	Iteration 1F: 3 clusters Score -565766.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -565983.125000 Penalty: 2970.159424
	Iteration 2F: 3 clusters Score -565983.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -566143.875000 Penalty: 2970.159424
	Iteration 3Q: 3 clusters Score -566143.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -566286.562500 Penalty: 2970.159424
	Iteration 4Q: 3 clusters Score -566286.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -566419.250000 Penalty: 2970.159424
	Iteration 5Q: 3 clusters Score -566419.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -566552.625000 Penalty: 2970.159424
	Iteration 6Q: 3 clusters Score -566552.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -566722.750000 Penalty: 2970.159424
	Iteration 7Q: 3 clusters Score -566722.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -566918.250000 Penalty: 2970.159424
	Iteration 8Q: 3 clusters Score -566918.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -567171.625000 Penalty: 2970.159424
	Iteration 9Q: 3 clusters Score -567171.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -567493.625000 Penalty: 2970.159424
	Iteration 10F: 3 clusters Score -567493.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -567878.937500 Penalty: 2970.159424
	Iteration 11F: 3 clusters Score -567878.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -568272.375000 Penalty: 2970.159424
	Iteration 12F: 3 clusters Score -568272.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -568594.812500 Penalty: 2970.159424
	Iteration 13Q: 3 clusters Score -568594.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -568825.000000 Penalty: 2970.159424
	Iteration 14Q: 3 clusters Score -568825 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -568960.062500 Penalty: 2970.159424
	Iteration 15Q: 3 clusters Score -568960.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -569029.937500 Penalty: 2970.159424
	Iteration 16Q: 3 clusters Score -569029.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -569069.937500 Penalty: 2970.159424
	Iteration 17Q: 3 clusters Score -569069.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -569098.250000 Penalty: 2970.159424
	Iteration 18Q: 3 clusters Score -569098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -569115.250000 Penalty: 2970.159424
	Iteration 19Q: 3 clusters Score -569115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -569135.062500 Penalty: 2970.159424
	Iteration 20F: 3 clusters Score -569135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -569152.500000 Penalty: 2970.159424
	Iteration 21Q: 3 clusters Score -569152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -569161.875000 Penalty: 2970.159424
	Iteration 22Q: 3 clusters Score -569161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -569170.625000 Penalty: 2970.159424
	Iteration 23Q: 3 clusters Score -569170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -569175.375000 Penalty: 2970.159424
	Iteration 24Q: 3 clusters Score -569175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -569177.125000 Penalty: 2970.159424
	Iteration 25Q: 3 clusters Score -569177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -569177.750000 Penalty: 2970.159424
	Iteration 26Q: 3 clusters Score -569177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -569180.437500 Penalty: 2970.159424
	Iteration 27Q: 3 clusters Score -569180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -569183.750000 Penalty: 2970.159424
	Iteration 28Q: 3 clusters Score -569183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -569186.250000 Penalty: 2970.159424
	Iteration 29Q: 3 clusters Score -569186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -569189.062500 Penalty: 2970.159424
	Iteration 30Q: 3 clusters Score -569189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -569190.812500 Penalty: 2970.159424
	Iteration 31Q: 3 clusters Score -569190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -569190.812500 Penalty: 2970.159424
	Iteration 32F: 3 clusters Score -569190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Entering Unmasked Estep 
Score: -3323445.000000 Penalty: 1773.352905
	Iteration 0F: 2 clusters Score -3323445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3286634.750000 Penalty: 3546.705811
	Iteration 0F: 3 clusters Score -3286635 nChanged 25928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3301623.250000 Penalty: 3546.705811
	Iteration 1F: 3 clusters Score -3301623 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3302234.250000 Penalty: 3546.705811
	Iteration 2Q: 3 clusters Score -3302234 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3302962.750000 Penalty: 3546.705811
	Iteration 3Q: 3 clusters Score -3302963 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -3304076.750000 Penalty: 3546.705811
	Iteration 4Q: 3 clusters Score -3304077 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -3305710.250000 Penalty: 3546.705811
	Iteration 5F: 3 clusters Score -3305710 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -3307920.750000 Penalty: 3546.705811
	Iteration 6F: 3 clusters Score -3307921 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -3310470.500000 Penalty: 3546.705811
	Iteration 7F: 3 clusters Score -3310470 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -3312892.000000 Penalty: 3546.705811
	Iteration 8F: 3 clusters Score -3312892 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -3314982.250000 Penalty: 3546.705811
	Iteration 9Q: 3 clusters Score -3314982 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -3316556.750000 Penalty: 3546.705811
	Iteration 10Q: 3 clusters Score -3316557 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -3317722.750000 Penalty: 3546.705811
	Iteration 11Q: 3 clusters Score -3317723 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -3318580.500000 Penalty: 3546.705811
	Iteration 12Q: 3 clusters Score -3318580 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -3319394.250000 Penalty: 3546.705811
	Iteration 13Q: 3 clusters Score -3319394 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -3320036.750000 Penalty: 3546.705811
	Iteration 14Q: 3 clusters Score -3320037 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -3320593.250000 Penalty: 3546.705811
	Iteration 15Q: 3 clusters Score -3320593 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -3321028.000000 Penalty: 3546.705811
	Iteration 16Q: 3 clusters Score -3321028 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -3321376.000000 Penalty: 3546.705811
	Iteration 17Q: 3 clusters Score -3321376 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -3321565.750000 Penalty: 3546.705811
	Iteration 18Q: 3 clusters Score -3321566 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -3321680.000000 Penalty: 3546.705811
	Iteration 19Q: 3 clusters Score -3321680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -3321737.500000 Penalty: 3546.705811
	Iteration 20F: 3 clusters Score -3321738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -3321775.000000 Penalty: 3546.705811
	Iteration 21Q: 3 clusters Score -3321775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -3321804.250000 Penalty: 3546.705811
	Iteration 22Q: 3 clusters Score -3321804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -3321819.500000 Penalty: 3546.705811
	Iteration 23Q: 3 clusters Score -3321820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -3321842.750000 Penalty: 3546.705811
	Iteration 24Q: 3 clusters Score -3321843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -3321855.250000 Penalty: 3546.705811
	Iteration 25Q: 3 clusters Score -3321855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -3321866.500000 Penalty: 3546.705811
	Iteration 26Q: 3 clusters Score -3321866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -3321867.750000 Penalty: 3546.705811
	Iteration 27Q: 3 clusters Score -3321868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -3321875.750000 Penalty: 3546.705811
	Iteration 28Q: 3 clusters Score -3321876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -3321881.250000 Penalty: 3546.705811
	Iteration 29Q: 3 clusters Score -3321881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -3321890.250000 Penalty: 3546.705811
	Iteration 30Q: 3 clusters Score -3321890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -3321899.500000 Penalty: 3546.705811
	Iteration 31Q: 3 clusters Score -3321900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -3321905.500000 Penalty: 3546.705811
	Iteration 32Q: 3 clusters Score -3321906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -3321914.750000 Penalty: 3546.705811
	Iteration 33Q: 3 clusters Score -3321915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -3321916.750000 Penalty: 3546.705811
	Iteration 34Q: 3 clusters Score -3321917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -3321919.750000 Penalty: 3546.705811
	Iteration 35Q: 3 clusters Score -3321920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -3321922.250000 Penalty: 3546.705811
	Iteration 36Q: 3 clusters Score -3321922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -3321924.500000 Penalty: 3546.705811
	Iteration 37Q: 3 clusters Score -3321924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -3321926.250000 Penalty: 3546.705811
	Iteration 38Q: 3 clusters Score -3321926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -3321927.750000 Penalty: 3546.705811
	Iteration 39Q: 3 clusters Score -3321928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -3321927.750000 Penalty: 3546.705811
	Iteration 40F: 3 clusters Score -3321928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -355947.437500 Penalty: 1418.237671
	Iteration 0F: 2 clusters Score -355947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -351251.406250 Penalty: 2836.475342
	Iteration 0F: 3 clusters Score -351251.4 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -352688.062500 Penalty: 2836.475342
	Iteration 1F: 3 clusters Score -352688.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -353003.500000 Penalty: 2836.475342
	Iteration 2F: 3 clusters Score -353003.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -353260.812500 Penalty: 2836.475342
	Iteration 3F: 3 clusters Score -353260.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -353554.906250 Penalty: 2836.475342
	Iteration 4F: 3 clusters Score -353554.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -353901.437500 Penalty: 2836.475342
	Iteration 5F: 3 clusters Score -353901.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -354270.750000 Penalty: 2836.475342
	Iteration 6F: 3 clusters Score -354270.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -354704.687500 Penalty: 2836.475342
	Iteration 7F: 3 clusters Score -354704.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -355337.187500 Penalty: 2836.475342
	Iteration 8F: 3 clusters Score -355337.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -355791.000000 Penalty: 2836.475342
	Iteration 9F: 3 clusters Score -355791 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -355962.187500 Penalty: 2836.475342
	Iteration 10Q: 3 clusters Score -355962.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -356038.062500 Penalty: 2836.475342
	Iteration 11Q: 3 clusters Score -356038.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -356063.218750 Penalty: 2836.475342
	Iteration 12Q: 3 clusters Score -356063.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -356076.500000 Penalty: 2836.475342
	Iteration 13Q: 3 clusters Score -356076.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -356082.843750 Penalty: 2836.475342
	Iteration 14Q: 3 clusters Score -356082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -356089.031250 Penalty: 2836.475342
	Iteration 15Q: 3 clusters Score -356089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -356096.656250 Penalty: 2836.475342
	Iteration 16Q: 3 clusters Score -356096.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -356099.406250 Penalty: 2836.475342
	Iteration 17Q: 3 clusters Score -356099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -356100.718750 Penalty: 2836.475342
	Iteration 18Q: 3 clusters Score -356100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -356100.718750 Penalty: 2836.475342
	Iteration 19F: 3 clusters Score -356100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 1726 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Mstep: Class 41 contains 4445 members 
Entering Unmasked Estep 
Score: -30941834.000000 Penalty: 88057.867188
Splitting cluster 25 changes total score from -30942434.000000 to -30941834.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -327518.062500 Penalty: 1394.916870
	Iteration 0F: 2 clusters Score -327518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -323294.281250 Penalty: 2789.833740
	Iteration 0F: 3 clusters Score -323294.3 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -324496.375000 Penalty: 2789.833740
	Iteration 1F: 3 clusters Score -324496.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -324704.343750 Penalty: 2789.833740
	Iteration 2F: 3 clusters Score -324704.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -324869.000000 Penalty: 2789.833740
	Iteration 3F: 3 clusters Score -324869 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -324983.187500 Penalty: 2789.833740
	Iteration 4Q: 3 clusters Score -324983.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -325098.843750 Penalty: 2789.833740
	Iteration 5Q: 3 clusters Score -325098.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -325219.156250 Penalty: 2789.833740
	Iteration 6Q: 3 clusters Score -325219.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -325320.656250 Penalty: 2789.833740
	Iteration 7Q: 3 clusters Score -325320.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -325413.750000 Penalty: 2789.833740
	Iteration 8Q: 3 clusters Score -325413.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -325532.968750 Penalty: 2789.833740
	Iteration 9Q: 3 clusters Score -325533 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -325678.687500 Penalty: 2789.833740
	Iteration 10Q: 3 clusters Score -325678.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -325817.375000 Penalty: 2789.833740
	Iteration 11Q: 3 clusters Score -325817.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -325943.906250 Penalty: 2789.833740
	Iteration 12Q: 3 clusters Score -325943.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -326040.312500 Penalty: 2789.833740
	Iteration 13Q: 3 clusters Score -326040.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -326116.875000 Penalty: 2789.833740
	Iteration 14Q: 3 clusters Score -326116.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -326163.125000 Penalty: 2789.833740
	Iteration 15Q: 3 clusters Score -326163.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -326187.312500 Penalty: 2789.833740
	Iteration 16Q: 3 clusters Score -326187.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -326207.312500 Penalty: 2789.833740
	Iteration 17Q: 3 clusters Score -326207.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -326220.562500 Penalty: 2789.833740
	Iteration 18Q: 3 clusters Score -326220.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -326233.656250 Penalty: 2789.833740
	Iteration 19Q: 3 clusters Score -326233.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -326243.875000 Penalty: 2789.833740
	Iteration 20F: 3 clusters Score -326243.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -326253.562500 Penalty: 2789.833740
	Iteration 21Q: 3 clusters Score -326253.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -326265.375000 Penalty: 2789.833740
	Iteration 22Q: 3 clusters Score -326265.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -326271.093750 Penalty: 2789.833740
	Iteration 23Q: 3 clusters Score -326271.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -326274.343750 Penalty: 2789.833740
	Iteration 24Q: 3 clusters Score -326274.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -326278.593750 Penalty: 2789.833740
	Iteration 25Q: 3 clusters Score -326278.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -326283.812500 Penalty: 2789.833740
	Iteration 26Q: 3 clusters Score -326283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -326287.000000 Penalty: 2789.833740
	Iteration 27Q: 3 clusters Score -326287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -326292.531250 Penalty: 2789.833740
	Iteration 28Q: 3 clusters Score -326292.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -326298.156250 Penalty: 2789.833740
	Iteration 29Q: 3 clusters Score -326298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -326304.531250 Penalty: 2789.833740
	Iteration 30Q: 3 clusters Score -326304.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -326308.968750 Penalty: 2789.833740
	Iteration 31Q: 3 clusters Score -326309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -326318.281250 Penalty: 2789.833740
	Iteration 32Q: 3 clusters Score -326318.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -326325.000000 Penalty: 2789.833740
	Iteration 33Q: 3 clusters Score -326325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -326330.531250 Penalty: 2789.833740
	Iteration 34Q: 3 clusters Score -326330.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -326338.187500 Penalty: 2789.833740
	Iteration 35Q: 3 clusters Score -326338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -326345.281250 Penalty: 2789.833740
	Iteration 36Q: 3 clusters Score -326345.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -326353.843750 Penalty: 2789.833740
	Iteration 37Q: 3 clusters Score -326353.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -326360.375000 Penalty: 2789.833740
	Iteration 38Q: 3 clusters Score -326360.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -326364.687500 Penalty: 2789.833740
	Iteration 39Q: 3 clusters Score -326364.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -326370.031250 Penalty: 2789.833740
	Iteration 40F: 3 clusters Score -326370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -326377.343750 Penalty: 2789.833740
	Iteration 41Q: 3 clusters Score -326377.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -326386.250000 Penalty: 2789.833740
	Iteration 42Q: 3 clusters Score -326386.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -326392.812500 Penalty: 2789.833740
	Iteration 43Q: 3 clusters Score -326392.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -326398.437500 Penalty: 2789.833740
	Iteration 44Q: 3 clusters Score -326398.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -326406.437500 Penalty: 2789.833740
	Iteration 45Q: 3 clusters Score -326406.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -326412.406250 Penalty: 2789.833740
	Iteration 46Q: 3 clusters Score -326412.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -326418.718750 Penalty: 2789.833740
	Iteration 47Q: 3 clusters Score -326418.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -326423.843750 Penalty: 2789.833740
	Iteration 48Q: 3 clusters Score -326423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -326429.187500 Penalty: 2789.833740
	Iteration 49Q: 3 clusters Score -326429.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -326433.125000 Penalty: 2789.833740
	Iteration 50Q: 3 clusters Score -326433.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -326435.156250 Penalty: 2789.833740
	Iteration 51Q: 3 clusters Score -326435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -326436.437500 Penalty: 2789.833740
	Iteration 52Q: 3 clusters Score -326436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -326438.000000 Penalty: 2789.833740
	Iteration 53Q: 3 clusters Score -326438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -326438.906250 Penalty: 2789.833740
	Iteration 54Q: 3 clusters Score -326438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -326442.000000 Penalty: 2789.833740
	Iteration 55Q: 3 clusters Score -326442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -326443.937500 Penalty: 2789.833740
	Iteration 56Q: 3 clusters Score -326443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -326446.906250 Penalty: 2789.833740
	Iteration 57Q: 3 clusters Score -326446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -326449.531250 Penalty: 2789.833740
	Iteration 58Q: 3 clusters Score -326449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -326451.062500 Penalty: 2789.833740
	Iteration 59Q: 3 clusters Score -326451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -326451.687500 Penalty: 2789.833740
	Iteration 60F: 3 clusters Score -326451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -326453.375000 Penalty: 2789.833740
	Iteration 61Q: 3 clusters Score -326453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -326456.718750 Penalty: 2789.833740
	Iteration 62Q: 3 clusters Score -326456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -326458.500000 Penalty: 2789.833740
	Iteration 63Q: 3 clusters Score -326458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -326459.718750 Penalty: 2789.833740
	Iteration 64Q: 3 clusters Score -326459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -326461.281250 Penalty: 2789.833740
	Iteration 65Q: 3 clusters Score -326461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -326461.906250 Penalty: 2789.833740
	Iteration 66Q: 3 clusters Score -326461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -326463.062500 Penalty: 2789.833740
	Iteration 67Q: 3 clusters Score -326463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -326464.218750 Penalty: 2789.833740
	Iteration 68Q: 3 clusters Score -326464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -326465.656250 Penalty: 2789.833740
	Iteration 69Q: 3 clusters Score -326465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -326466.375000 Penalty: 2789.833740
	Iteration 70Q: 3 clusters Score -326466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -326467.062500 Penalty: 2789.833740
	Iteration 71Q: 3 clusters Score -326467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -326468.656250 Penalty: 2789.833740
	Iteration 72Q: 3 clusters Score -326468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -326469.250000 Penalty: 2789.833740
	Iteration 73Q: 3 clusters Score -326469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -326468.656250 Penalty: 2789.833740
	Iteration 74Q: 3 clusters Score -326468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -326468.625000 Penalty: 2789.833740
	Iteration 75Q: 3 clusters Score -326468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -326469.250000 Penalty: 2789.833740
	Iteration 76Q: 3 clusters Score -326469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -326470.218750 Penalty: 2789.833740
	Iteration 77Q: 3 clusters Score -326470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -326470.843750 Penalty: 2789.833740
	Iteration 78Q: 3 clusters Score -326470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -326470.875000 Penalty: 2789.833740
	Iteration 79Q: 3 clusters Score -326470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -326471.312500 Penalty: 2789.833740
	Iteration 80F: 3 clusters Score -326471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -120174.984375 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -120175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -117923.132812 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -117923.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -118439.601562 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -118439.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -118599.968750 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -118600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -118706.601562 Penalty: 2511.019043
	Iteration 3F: 3 clusters Score -118706.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -118799.359375 Penalty: 2511.019043
	Iteration 4Q: 3 clusters Score -118799.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -118880.492188 Penalty: 2511.019043
	Iteration 5Q: 3 clusters Score -118880.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -118953.625000 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -118953.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -119021.531250 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -119021.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -119089.921875 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -119089.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119141.234375 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -119141.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -119184.320312 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -119184.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -119242.906250 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -119242.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -119302.015625 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -119302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -119363.242188 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -119363.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -119415.929688 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -119415.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -119463.304688 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -119463.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119509.117188 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -119509.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -119543.671875 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -119543.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -119570.757812 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -119570.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -119603.578125 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -119603.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -119621.414062 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -119621.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -119639.226562 Penalty: 2511.019043
	Iteration 21Q: 3 clusters Score -119639.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -119653.531250 Penalty: 2511.019043
	Iteration 22Q: 3 clusters Score -119653.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -119667.218750 Penalty: 2511.019043
	Iteration 23Q: 3 clusters Score -119667.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -119681.117188 Penalty: 2511.019043
	Iteration 24Q: 3 clusters Score -119681.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -119690.382812 Penalty: 2511.019043
	Iteration 25Q: 3 clusters Score -119690.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -119699.101562 Penalty: 2511.019043
	Iteration 26Q: 3 clusters Score -119699.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -119708.382812 Penalty: 2511.019043
	Iteration 27Q: 3 clusters Score -119708.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119718.890625 Penalty: 2511.019043
	Iteration 28Q: 3 clusters Score -119718.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -119729.203125 Penalty: 2511.019043
	Iteration 29Q: 3 clusters Score -119729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -119739.140625 Penalty: 2511.019043
	Iteration 30Q: 3 clusters Score -119739.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119750.164062 Penalty: 2511.019043
	Iteration 31Q: 3 clusters Score -119750.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -119769.453125 Penalty: 2511.019043
	Iteration 32Q: 3 clusters Score -119769.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -119786.250000 Penalty: 2511.019043
	Iteration 33Q: 3 clusters Score -119786.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119796.648438 Penalty: 2511.019043
	Iteration 34Q: 3 clusters Score -119796.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119806.375000 Penalty: 2511.019043
	Iteration 35Q: 3 clusters Score -119806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -119812.187500 Penalty: 2511.019043
	Iteration 36Q: 3 clusters Score -119812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -119819.250000 Penalty: 2511.019043
	Iteration 37Q: 3 clusters Score -119819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119821.781250 Penalty: 2511.019043
	Iteration 38Q: 3 clusters Score -119821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119825.726562 Penalty: 2511.019043
	Iteration 39Q: 3 clusters Score -119825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -119828.453125 Penalty: 2511.019043
	Iteration 40F: 3 clusters Score -119828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119831.562500 Penalty: 2511.019043
	Iteration 41Q: 3 clusters Score -119831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119832.539062 Penalty: 2511.019043
	Iteration 42Q: 3 clusters Score -119832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119835.109375 Penalty: 2511.019043
	Iteration 43Q: 3 clusters Score -119835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119837.250000 Penalty: 2511.019043
	Iteration 44Q: 3 clusters Score -119837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -119838.796875 Penalty: 2511.019043
	Iteration 45Q: 3 clusters Score -119838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -119841.609375 Penalty: 2511.019043
	Iteration 46Q: 3 clusters Score -119841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119844.234375 Penalty: 2511.019043
	Iteration 47Q: 3 clusters Score -119844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -119845.687500 Penalty: 2511.019043
	Iteration 48Q: 3 clusters Score -119845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -119847.054688 Penalty: 2511.019043
	Iteration 49Q: 3 clusters Score -119847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -119849.640625 Penalty: 2511.019043
	Iteration 50Q: 3 clusters Score -119849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119852.671875 Penalty: 2511.019043
	Iteration 51Q: 3 clusters Score -119852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119853.968750 Penalty: 2511.019043
	Iteration 52Q: 3 clusters Score -119854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -119857.335938 Penalty: 2511.019043
	Iteration 53Q: 3 clusters Score -119857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119860.742188 Penalty: 2511.019043
	Iteration 54Q: 3 clusters Score -119860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119862.945312 Penalty: 2511.019043
	Iteration 55Q: 3 clusters Score -119862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119863.640625 Penalty: 2511.019043
	Iteration 56Q: 3 clusters Score -119863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119867.234375 Penalty: 2511.019043
	Iteration 57Q: 3 clusters Score -119867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -119870.046875 Penalty: 2511.019043
	Iteration 58Q: 3 clusters Score -119870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -119870.375000 Penalty: 2511.019043
	Iteration 59Q: 3 clusters Score -119870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119871.617188 Penalty: 2511.019043
	Iteration 60F: 3 clusters Score -119871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119873.015625 Penalty: 2511.019043
	Iteration 61Q: 3 clusters Score -119873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119873.156250 Penalty: 2511.019043
	Iteration 62Q: 3 clusters Score -119873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119873.156250 Penalty: 2511.019043
	Iteration 63F: 3 clusters Score -119873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -282267.437500 Penalty: 1385.692993
	Iteration 0F: 2 clusters Score -282267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -278295.000000 Penalty: 2771.385986
	Iteration 0F: 3 clusters Score -278295 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -279984.656250 Penalty: 2771.385986
	Iteration 1F: 3 clusters Score -279984.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -280724.687500 Penalty: 2771.385986
	Iteration 2F: 3 clusters Score -280724.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -281248.437500 Penalty: 2771.385986
	Iteration 3F: 3 clusters Score -281248.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -281557.312500 Penalty: 2771.385986
	Iteration 4F: 3 clusters Score -281557.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -281768.593750 Penalty: 2771.385986
	Iteration 5F: 3 clusters Score -281768.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -281969.343750 Penalty: 2771.385986
	Iteration 6Q: 3 clusters Score -281969.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -282146.437500 Penalty: 2771.385986
	Iteration 7Q: 3 clusters Score -282146.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -282298.843750 Penalty: 2771.385986
	Iteration 8Q: 3 clusters Score -282298.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -282424.718750 Penalty: 2771.385986
	Iteration 9Q: 3 clusters Score -282424.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -282539.718750 Penalty: 2771.385986
	Iteration 10Q: 3 clusters Score -282539.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -282635.593750 Penalty: 2771.385986
	Iteration 11Q: 3 clusters Score -282635.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -282712.000000 Penalty: 2771.385986
	Iteration 12Q: 3 clusters Score -282712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -282759.218750 Penalty: 2771.385986
	Iteration 13Q: 3 clusters Score -282759.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -282785.531250 Penalty: 2771.385986
	Iteration 14Q: 3 clusters Score -282785.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -282798.062500 Penalty: 2771.385986
	Iteration 15Q: 3 clusters Score -282798.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -282804.750000 Penalty: 2771.385986
	Iteration 16Q: 3 clusters Score -282804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -282809.625000 Penalty: 2771.385986
	Iteration 17Q: 3 clusters Score -282809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -282811.531250 Penalty: 2771.385986
	Iteration 18Q: 3 clusters Score -282811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -282814.437500 Penalty: 2771.385986
	Iteration 19Q: 3 clusters Score -282814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -282816.437500 Penalty: 2771.385986
	Iteration 20F: 3 clusters Score -282816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -282817.656250 Penalty: 2771.385986
	Iteration 21Q: 3 clusters Score -282817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -282819.000000 Penalty: 2771.385986
	Iteration 22Q: 3 clusters Score -282819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -282819.843750 Penalty: 2771.385986
	Iteration 23Q: 3 clusters Score -282819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -282820.250000 Penalty: 2771.385986
	Iteration 24Q: 3 clusters Score -282820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -282821.281250 Penalty: 2771.385986
	Iteration 25Q: 3 clusters Score -282821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -282821.406250 Penalty: 2771.385986
	Iteration 26Q: 3 clusters Score -282821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -282821.468750 Penalty: 2771.385986
	Iteration 27Q: 3 clusters Score -282821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -282821.468750 Penalty: 2771.385986
	Iteration 28F: 3 clusters Score -282821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Mstep: Class 41 contains 2335 members 
Entering Unmasked Estep 
Score: -30942204.000000 Penalty: 88057.867188
Splitting cluster 28 changes total score from -30942434.000000 to -30942204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -43989.363281 Penalty: 1114.857910
	Iteration 0F: 2 clusters Score -43989.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42619.085938 Penalty: 2229.715820
	Iteration 0F: 3 clusters Score -42619.09 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42944.816406 Penalty: 2229.715820
	Iteration 1F: 3 clusters Score -42944.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43060.710938 Penalty: 2229.715820
	Iteration 2F: 3 clusters Score -43060.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43149.441406 Penalty: 2229.715820
	Iteration 3F: 3 clusters Score -43149.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43196.109375 Penalty: 2229.715820
	Iteration 4Q: 3 clusters Score -43196.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43236.957031 Penalty: 2229.715820
	Iteration 5Q: 3 clusters Score -43236.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43291.742188 Penalty: 2229.715820
	Iteration 6Q: 3 clusters Score -43291.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43320.847656 Penalty: 2229.715820
	Iteration 7Q: 3 clusters Score -43320.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43333.296875 Penalty: 2229.715820
	Iteration 8Q: 3 clusters Score -43333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43343.632812 Penalty: 2229.715820
	Iteration 9Q: 3 clusters Score -43343.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43348.375000 Penalty: 2229.715820
	Iteration 10Q: 3 clusters Score -43348.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43348.375000 Penalty: 2229.715820
	Iteration 11F: 3 clusters Score -43348.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -240890.171875 Penalty: 1358.092651
	Iteration 0F: 2 clusters Score -240890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -237409.546875 Penalty: 2716.185303
	Iteration 0F: 3 clusters Score -237409.5 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -238501.109375 Penalty: 2716.185303
	Iteration 1F: 3 clusters Score -238501.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -238938.000000 Penalty: 2716.185303
	Iteration 2F: 3 clusters Score -238938 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -239321.531250 Penalty: 2716.185303
	Iteration 3F: 3 clusters Score -239321.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -239610.875000 Penalty: 2716.185303
	Iteration 4F: 3 clusters Score -239610.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -239815.531250 Penalty: 2716.185303
	Iteration 5F: 3 clusters Score -239815.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -239981.156250 Penalty: 2716.185303
	Iteration 6Q: 3 clusters Score -239981.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -240114.125000 Penalty: 2716.185303
	Iteration 7Q: 3 clusters Score -240114.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -240189.328125 Penalty: 2716.185303
	Iteration 8Q: 3 clusters Score -240189.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -240232.468750 Penalty: 2716.185303
	Iteration 9Q: 3 clusters Score -240232.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -240259.187500 Penalty: 2716.185303
	Iteration 10Q: 3 clusters Score -240259.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -240278.562500 Penalty: 2716.185303
	Iteration 11Q: 3 clusters Score -240278.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -240296.375000 Penalty: 2716.185303
	Iteration 12Q: 3 clusters Score -240296.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -240308.515625 Penalty: 2716.185303
	Iteration 13Q: 3 clusters Score -240308.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -240328.968750 Penalty: 2716.185303
	Iteration 14Q: 3 clusters Score -240329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -240352.671875 Penalty: 2716.185303
	Iteration 15Q: 3 clusters Score -240352.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -240381.812500 Penalty: 2716.185303
	Iteration 16Q: 3 clusters Score -240381.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -240430.578125 Penalty: 2716.185303
	Iteration 17Q: 3 clusters Score -240430.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -240488.921875 Penalty: 2716.185303
	Iteration 18Q: 3 clusters Score -240488.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -240544.093750 Penalty: 2716.185303
	Iteration 19Q: 3 clusters Score -240544.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -240606.062500 Penalty: 2716.185303
	Iteration 20F: 3 clusters Score -240606.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -240688.031250 Penalty: 2716.185303
	Iteration 21Q: 3 clusters Score -240688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -240795.968750 Penalty: 2716.185303
	Iteration 22Q: 3 clusters Score -240796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -240909.812500 Penalty: 2716.185303
	Iteration 23Q: 3 clusters Score -240909.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -241001.203125 Penalty: 2716.185303
	Iteration 24Q: 3 clusters Score -241001.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -241071.296875 Penalty: 2716.185303
	Iteration 25Q: 3 clusters Score -241071.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -241103.609375 Penalty: 2716.185303
	Iteration 26Q: 3 clusters Score -241103.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -241111.062500 Penalty: 2716.185303
	Iteration 27Q: 3 clusters Score -241111.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -241115.953125 Penalty: 2716.185303
	Iteration 28Q: 3 clusters Score -241116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -241117.140625 Penalty: 2716.185303
	Iteration 29Q: 3 clusters Score -241117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -241118.156250 Penalty: 2716.185303
	Iteration 30Q: 3 clusters Score -241118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -241119.140625 Penalty: 2716.185303
	Iteration 31Q: 3 clusters Score -241119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -241118.734375 Penalty: 2716.185303
	Iteration 32Q: 3 clusters Score -241118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -241118.734375 Penalty: 2716.185303
	Iteration 33F: 3 clusters Score -241118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 2241 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Mstep: Class 41 contains 2021 members 
Entering Unmasked Estep 
Score: -30941882.000000 Penalty: 88057.867188
Splitting cluster 30 changes total score from -30942434.000000 to -30941882.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -1136384.125000 Penalty: 1600.055176
	Iteration 0F: 2 clusters Score -1136384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1123388.000000 Penalty: 3200.110352
	Iteration 0F: 3 clusters Score -1123388 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1128067.875000 Penalty: 3200.110352
	Iteration 1F: 3 clusters Score -1128068 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1128476.250000 Penalty: 3200.110352
	Iteration 2F: 3 clusters Score -1128476 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1128969.125000 Penalty: 3200.110352
	Iteration 3F: 3 clusters Score -1128969 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1129612.500000 Penalty: 3200.110352
	Iteration 4F: 3 clusters Score -1129612 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1130345.000000 Penalty: 3200.110352
	Iteration 5F: 3 clusters Score -1130345 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1131069.500000 Penalty: 3200.110352
	Iteration 6F: 3 clusters Score -1131070 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1131686.750000 Penalty: 3200.110352
	Iteration 7F: 3 clusters Score -1131687 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1132205.000000 Penalty: 3200.110352
	Iteration 8F: 3 clusters Score -1132205 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1132659.875000 Penalty: 3200.110352
	Iteration 9Q: 3 clusters Score -1132660 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1133153.125000 Penalty: 3200.110352
	Iteration 10Q: 3 clusters Score -1133153 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1133558.500000 Penalty: 3200.110352
	Iteration 11Q: 3 clusters Score -1133558 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1133832.125000 Penalty: 3200.110352
	Iteration 12Q: 3 clusters Score -1133832 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1134001.000000 Penalty: 3200.110352
	Iteration 13Q: 3 clusters Score -1134001 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1134114.500000 Penalty: 3200.110352
	Iteration 14Q: 3 clusters Score -1134114 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1134217.000000 Penalty: 3200.110352
	Iteration 15Q: 3 clusters Score -1134217 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1134297.000000 Penalty: 3200.110352
	Iteration 16Q: 3 clusters Score -1134297 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1134368.750000 Penalty: 3200.110352
	Iteration 17Q: 3 clusters Score -1134369 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1134417.375000 Penalty: 3200.110352
	Iteration 18Q: 3 clusters Score -1134417 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1134459.000000 Penalty: 3200.110352
	Iteration 19Q: 3 clusters Score -1134459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1134489.625000 Penalty: 3200.110352
	Iteration 20F: 3 clusters Score -1134490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1134520.625000 Penalty: 3200.110352
	Iteration 21Q: 3 clusters Score -1134521 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1134562.250000 Penalty: 3200.110352
	Iteration 22Q: 3 clusters Score -1134562 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1134600.625000 Penalty: 3200.110352
	Iteration 23Q: 3 clusters Score -1134601 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1134633.500000 Penalty: 3200.110352
	Iteration 24Q: 3 clusters Score -1134634 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1134657.250000 Penalty: 3200.110352
	Iteration 25Q: 3 clusters Score -1134657 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1134690.500000 Penalty: 3200.110352
	Iteration 26Q: 3 clusters Score -1134690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1134718.500000 Penalty: 3200.110352
	Iteration 27Q: 3 clusters Score -1134718 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1134750.875000 Penalty: 3200.110352
	Iteration 28Q: 3 clusters Score -1134751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1134781.750000 Penalty: 3200.110352
	Iteration 29Q: 3 clusters Score -1134782 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1134815.125000 Penalty: 3200.110352
	Iteration 30Q: 3 clusters Score -1134815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1134849.750000 Penalty: 3200.110352
	Iteration 31Q: 3 clusters Score -1134850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1134876.375000 Penalty: 3200.110352
	Iteration 32Q: 3 clusters Score -1134876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1134907.625000 Penalty: 3200.110352
	Iteration 33Q: 3 clusters Score -1134908 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1134931.750000 Penalty: 3200.110352
	Iteration 34Q: 3 clusters Score -1134932 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1134952.625000 Penalty: 3200.110352
	Iteration 35Q: 3 clusters Score -1134953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1134975.750000 Penalty: 3200.110352
	Iteration 36Q: 3 clusters Score -1134976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1134995.875000 Penalty: 3200.110352
	Iteration 37Q: 3 clusters Score -1134996 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1135013.375000 Penalty: 3200.110352
	Iteration 38Q: 3 clusters Score -1135013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1135030.375000 Penalty: 3200.110352
	Iteration 39Q: 3 clusters Score -1135030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1135049.875000 Penalty: 3200.110352
	Iteration 40F: 3 clusters Score -1135050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1135071.625000 Penalty: 3200.110352
	Iteration 41Q: 3 clusters Score -1135072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1135093.375000 Penalty: 3200.110352
	Iteration 42Q: 3 clusters Score -1135093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1135118.000000 Penalty: 3200.110352
	Iteration 43Q: 3 clusters Score -1135118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1135148.500000 Penalty: 3200.110352
	Iteration 44Q: 3 clusters Score -1135148 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1135178.750000 Penalty: 3200.110352
	Iteration 45Q: 3 clusters Score -1135179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1135201.250000 Penalty: 3200.110352
	Iteration 46Q: 3 clusters Score -1135201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1135234.625000 Penalty: 3200.110352
	Iteration 47Q: 3 clusters Score -1135235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1135259.875000 Penalty: 3200.110352
	Iteration 48Q: 3 clusters Score -1135260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1135291.250000 Penalty: 3200.110352
	Iteration 49Q: 3 clusters Score -1135291 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1135312.000000 Penalty: 3200.110352
	Iteration 50Q: 3 clusters Score -1135312 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1135339.625000 Penalty: 3200.110352
	Iteration 51Q: 3 clusters Score -1135340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1135354.000000 Penalty: 3200.110352
	Iteration 52Q: 3 clusters Score -1135354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1135369.500000 Penalty: 3200.110352
	Iteration 53Q: 3 clusters Score -1135370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1135386.625000 Penalty: 3200.110352
	Iteration 54Q: 3 clusters Score -1135387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1135405.500000 Penalty: 3200.110352
	Iteration 55Q: 3 clusters Score -1135406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1135418.500000 Penalty: 3200.110352
	Iteration 56Q: 3 clusters Score -1135418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1135439.625000 Penalty: 3200.110352
	Iteration 57Q: 3 clusters Score -1135440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1135452.375000 Penalty: 3200.110352
	Iteration 58Q: 3 clusters Score -1135452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1135465.875000 Penalty: 3200.110352
	Iteration 59Q: 3 clusters Score -1135466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1135474.375000 Penalty: 3200.110352
	Iteration 60F: 3 clusters Score -1135474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1135485.125000 Penalty: 3200.110352
	Iteration 61Q: 3 clusters Score -1135485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1135496.375000 Penalty: 3200.110352
	Iteration 62Q: 3 clusters Score -1135496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1135505.500000 Penalty: 3200.110352
	Iteration 63Q: 3 clusters Score -1135506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1135514.750000 Penalty: 3200.110352
	Iteration 64Q: 3 clusters Score -1135515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1135518.000000 Penalty: 3200.110352
	Iteration 65Q: 3 clusters Score -1135518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1135523.000000 Penalty: 3200.110352
	Iteration 66Q: 3 clusters Score -1135523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1135525.750000 Penalty: 3200.110352
	Iteration 67Q: 3 clusters Score -1135526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1135527.625000 Penalty: 3200.110352
	Iteration 68Q: 3 clusters Score -1135528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1135527.000000 Penalty: 3200.110352
	Iteration 69Q: 3 clusters Score -1135527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1135529.375000 Penalty: 3200.110352
	Iteration 70Q: 3 clusters Score -1135529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1135533.000000 Penalty: 3200.110352
	Iteration 71Q: 3 clusters Score -1135533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1135531.750000 Penalty: 3200.110352
	Iteration 72Q: 3 clusters Score -1135532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1135533.000000 Penalty: 3200.110352
	Iteration 73Q: 3 clusters Score -1135533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1135533.625000 Penalty: 3200.110352
	Iteration 74Q: 3 clusters Score -1135534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1135534.000000 Penalty: 3200.110352
	Iteration 75Q: 3 clusters Score -1135534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1135534.875000 Penalty: 3200.110352
	Iteration 76Q: 3 clusters Score -1135535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1135536.250000 Penalty: 3200.110352
	Iteration 77Q: 3 clusters Score -1135536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1135538.875000 Penalty: 3200.110352
	Iteration 78Q: 3 clusters Score -1135539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1135541.875000 Penalty: 3200.110352
	Iteration 79Q: 3 clusters Score -1135542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1135542.750000 Penalty: 3200.110352
	Iteration 80F: 3 clusters Score -1135543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1135543.625000 Penalty: 3200.110352
	Iteration 81Q: 3 clusters Score -1135544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1135543.750000 Penalty: 3200.110352
	Iteration 82Q: 3 clusters Score -1135544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1135543.500000 Penalty: 3200.110352
	Iteration 83Q: 3 clusters Score -1135544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1135544.375000 Penalty: 3200.110352
	Iteration 84Q: 3 clusters Score -1135544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1135544.375000 Penalty: 3200.110352
	Iteration 85F: 3 clusters Score -1135544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -22194.544922 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -22194.54 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 222 members 
Entering Unmasked Estep 
Score: -21167.003906 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -21167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21307.134766 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -21307.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21339.488281 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -21339.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21351.919922 Penalty: 1982.603638
	Iteration 3Q: 3 clusters Score -21351.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21367.347656 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -21367.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21374.253906 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -21374.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21381.873047 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -21381.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21383.150391 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -21383.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21383.150391 Penalty: 1982.603638
	Iteration 8F: 3 clusters Score -21383.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -149685.078125 Penalty: 1284.754028
	Iteration 0F: 2 clusters Score -149685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147113.171875 Penalty: 2569.508057
	Iteration 0F: 3 clusters Score -147113.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -147711.781250 Penalty: 2569.508057
	Iteration 1F: 3 clusters Score -147711.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -147871.890625 Penalty: 2569.508057
	Iteration 2F: 3 clusters Score -147871.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -148003.671875 Penalty: 2569.508057
	Iteration 3F: 3 clusters Score -148003.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -148103.828125 Penalty: 2569.508057
	Iteration 4Q: 3 clusters Score -148103.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -148170.718750 Penalty: 2569.508057
	Iteration 5Q: 3 clusters Score -148170.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -148230.750000 Penalty: 2569.508057
	Iteration 6Q: 3 clusters Score -148230.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -148274.484375 Penalty: 2569.508057
	Iteration 7Q: 3 clusters Score -148274.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -148306.609375 Penalty: 2569.508057
	Iteration 8Q: 3 clusters Score -148306.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -148341.890625 Penalty: 2569.508057
	Iteration 9Q: 3 clusters Score -148341.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -148369.156250 Penalty: 2569.508057
	Iteration 10Q: 3 clusters Score -148369.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -148386.125000 Penalty: 2569.508057
	Iteration 11Q: 3 clusters Score -148386.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -148408.328125 Penalty: 2569.508057
	Iteration 12Q: 3 clusters Score -148408.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -148437.828125 Penalty: 2569.508057
	Iteration 13Q: 3 clusters Score -148437.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -148483.515625 Penalty: 2569.508057
	Iteration 14Q: 3 clusters Score -148483.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -148524.968750 Penalty: 2569.508057
	Iteration 15Q: 3 clusters Score -148525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -148576.343750 Penalty: 2569.508057
	Iteration 16Q: 3 clusters Score -148576.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -148632.500000 Penalty: 2569.508057
	Iteration 17Q: 3 clusters Score -148632.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -148669.828125 Penalty: 2569.508057
	Iteration 18Q: 3 clusters Score -148669.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -148716.140625 Penalty: 2569.508057
	Iteration 19Q: 3 clusters Score -148716.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -148762.296875 Penalty: 2569.508057
	Iteration 20F: 3 clusters Score -148762.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -148804.671875 Penalty: 2569.508057
	Iteration 21Q: 3 clusters Score -148804.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -148857.000000 Penalty: 2569.508057
	Iteration 22Q: 3 clusters Score -148857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -148929.234375 Penalty: 2569.508057
	Iteration 23Q: 3 clusters Score -148929.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -148993.296875 Penalty: 2569.508057
	Iteration 24Q: 3 clusters Score -148993.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -149061.234375 Penalty: 2569.508057
	Iteration 25Q: 3 clusters Score -149061.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -149107.843750 Penalty: 2569.508057
	Iteration 26Q: 3 clusters Score -149107.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -149138.875000 Penalty: 2569.508057
	Iteration 27Q: 3 clusters Score -149138.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -149161.312500 Penalty: 2569.508057
	Iteration 28Q: 3 clusters Score -149161.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -149171.468750 Penalty: 2569.508057
	Iteration 29Q: 3 clusters Score -149171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -149184.203125 Penalty: 2569.508057
	Iteration 30Q: 3 clusters Score -149184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -149196.468750 Penalty: 2569.508057
	Iteration 31Q: 3 clusters Score -149196.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -149205.796875 Penalty: 2569.508057
	Iteration 32Q: 3 clusters Score -149205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -149212.062500 Penalty: 2569.508057
	Iteration 33Q: 3 clusters Score -149212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -149217.781250 Penalty: 2569.508057
	Iteration 34Q: 3 clusters Score -149217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -149223.218750 Penalty: 2569.508057
	Iteration 35Q: 3 clusters Score -149223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -149227.859375 Penalty: 2569.508057
	Iteration 36Q: 3 clusters Score -149227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -149231.687500 Penalty: 2569.508057
	Iteration 37Q: 3 clusters Score -149231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -149234.937500 Penalty: 2569.508057
	Iteration 38Q: 3 clusters Score -149234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -149237.484375 Penalty: 2569.508057
	Iteration 39Q: 3 clusters Score -149237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -149239.031250 Penalty: 2569.508057
	Iteration 40F: 3 clusters Score -149239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -149240.625000 Penalty: 2569.508057
	Iteration 41Q: 3 clusters Score -149240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -149241.343750 Penalty: 2569.508057
	Iteration 42Q: 3 clusters Score -149241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -149242.484375 Penalty: 2569.508057
	Iteration 43Q: 3 clusters Score -149242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -149244.109375 Penalty: 2569.508057
	Iteration 44Q: 3 clusters Score -149244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -149245.343750 Penalty: 2569.508057
	Iteration 45Q: 3 clusters Score -149245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -149247.062500 Penalty: 2569.508057
	Iteration 46Q: 3 clusters Score -149247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -149249.468750 Penalty: 2569.508057
	Iteration 47Q: 3 clusters Score -149249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -149251.953125 Penalty: 2569.508057
	Iteration 48Q: 3 clusters Score -149252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -149254.609375 Penalty: 2569.508057
	Iteration 49Q: 3 clusters Score -149254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -149255.328125 Penalty: 2569.508057
	Iteration 50Q: 3 clusters Score -149255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -149255.937500 Penalty: 2569.508057
	Iteration 51Q: 3 clusters Score -149255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -149255.859375 Penalty: 2569.508057
	Iteration 52Q: 3 clusters Score -149255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -149255.859375 Penalty: 2569.508057
	Iteration 53F: 3 clusters Score -149255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -66341.539062 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -66341.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -64607.835938 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -64607.84 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -65138.796875 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -65138.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -65387.296875 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -65387.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -65567.367188 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -65567.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -65678.906250 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -65678.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -65775.804688 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -65775.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -65881.609375 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -65881.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -65989.085938 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -65989.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -66087.414062 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -66087.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -66154.429688 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -66154.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -66183.312500 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -66183.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -66206.140625 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -66206.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -66228.828125 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -66228.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66235.335938 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -66235.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -66240.312500 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -66240.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66241.351562 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -66241.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -66241.945312 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -66241.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -66242.781250 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -66242.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -66246.406250 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -66246.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66249.203125 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -66249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -66253.742188 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -66253.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -66254.921875 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -66254.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -66255.171875 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -66255.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -66255.695312 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -66255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66256.203125 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -66256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66256.203125 Penalty: 2392.859619
	Iteration 25F: 3 clusters Score -66256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -291483.281250 Penalty: 1382.935181
	Iteration 0F: 2 clusters Score -291483.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -287478.281250 Penalty: 2765.870361
	Iteration 0F: 3 clusters Score -287478.3 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -288591.250000 Penalty: 2765.870361
	Iteration 1F: 3 clusters Score -288591.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -288854.343750 Penalty: 2765.870361
	Iteration 2F: 3 clusters Score -288854.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -289175.031250 Penalty: 2765.870361
	Iteration 3F: 3 clusters Score -289175 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -289513.031250 Penalty: 2765.870361
	Iteration 4F: 3 clusters Score -289513 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -289819.687500 Penalty: 2765.870361
	Iteration 5F: 3 clusters Score -289819.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290045.843750 Penalty: 2765.870361
	Iteration 6F: 3 clusters Score -290045.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -290188.843750 Penalty: 2765.870361
	Iteration 7Q: 3 clusters Score -290188.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290281.062500 Penalty: 2765.870361
	Iteration 8Q: 3 clusters Score -290281.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -290322.406250 Penalty: 2765.870361
	Iteration 9Q: 3 clusters Score -290322.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -290347.562500 Penalty: 2765.870361
	Iteration 10Q: 3 clusters Score -290347.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290362.906250 Penalty: 2765.870361
	Iteration 11Q: 3 clusters Score -290362.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -290371.687500 Penalty: 2765.870361
	Iteration 12Q: 3 clusters Score -290371.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -290375.156250 Penalty: 2765.870361
	Iteration 13Q: 3 clusters Score -290375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -290379.531250 Penalty: 2765.870361
	Iteration 14Q: 3 clusters Score -290379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290382.500000 Penalty: 2765.870361
	Iteration 15Q: 3 clusters Score -290382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -290384.781250 Penalty: 2765.870361
	Iteration 16Q: 3 clusters Score -290384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -290386.437500 Penalty: 2765.870361
	Iteration 17Q: 3 clusters Score -290386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -290387.468750 Penalty: 2765.870361
	Iteration 18Q: 3 clusters Score -290387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -290390.531250 Penalty: 2765.870361
	Iteration 19Q: 3 clusters Score -290390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -290392.437500 Penalty: 2765.870361
	Iteration 20F: 3 clusters Score -290392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -290393.437500 Penalty: 2765.870361
	Iteration 21Q: 3 clusters Score -290393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -290393.437500 Penalty: 2765.870361
	Iteration 22Q: 3 clusters Score -290393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -290393.437500 Penalty: 2765.870361
	Iteration 23F: 3 clusters Score -290393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -123388.929688 Penalty: 1255.581177
	Iteration 0F: 2 clusters Score -123388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -121128.242188 Penalty: 2511.162354
	Iteration 0F: 3 clusters Score -121128.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -121667.562500 Penalty: 2511.162354
	Iteration 1F: 3 clusters Score -121667.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -121810.609375 Penalty: 2511.162354
	Iteration 2F: 3 clusters Score -121810.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -121885.859375 Penalty: 2511.162354
	Iteration 3Q: 3 clusters Score -121885.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -121938.117188 Penalty: 2511.162354
	Iteration 4Q: 3 clusters Score -121938.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -121979.820312 Penalty: 2511.162354
	Iteration 5Q: 3 clusters Score -121979.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -122014.546875 Penalty: 2511.162354
	Iteration 6Q: 3 clusters Score -122014.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -122049.687500 Penalty: 2511.162354
	Iteration 7Q: 3 clusters Score -122049.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -122085.804688 Penalty: 2511.162354
	Iteration 8Q: 3 clusters Score -122085.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -122116.171875 Penalty: 2511.162354
	Iteration 9Q: 3 clusters Score -122116.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -122132.625000 Penalty: 2511.162354
	Iteration 10Q: 3 clusters Score -122132.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -122144.500000 Penalty: 2511.162354
	Iteration 11Q: 3 clusters Score -122144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -122152.046875 Penalty: 2511.162354
	Iteration 12Q: 3 clusters Score -122152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -122156.593750 Penalty: 2511.162354
	Iteration 13Q: 3 clusters Score -122156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -122159.703125 Penalty: 2511.162354
	Iteration 14Q: 3 clusters Score -122159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -122162.265625 Penalty: 2511.162354
	Iteration 15Q: 3 clusters Score -122162.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -122167.359375 Penalty: 2511.162354
	Iteration 16Q: 3 clusters Score -122167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -122171.968750 Penalty: 2511.162354
	Iteration 17Q: 3 clusters Score -122172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -122176.070312 Penalty: 2511.162354
	Iteration 18Q: 3 clusters Score -122176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -122180.867188 Penalty: 2511.162354
	Iteration 19Q: 3 clusters Score -122180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -122184.148438 Penalty: 2511.162354
	Iteration 20F: 3 clusters Score -122184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -122186.804688 Penalty: 2511.162354
	Iteration 21Q: 3 clusters Score -122186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -122189.617188 Penalty: 2511.162354
	Iteration 22Q: 3 clusters Score -122189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -122192.171875 Penalty: 2511.162354
	Iteration 23Q: 3 clusters Score -122192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -122195.757812 Penalty: 2511.162354
	Iteration 24Q: 3 clusters Score -122195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -122199.710938 Penalty: 2511.162354
	Iteration 25Q: 3 clusters Score -122199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -122201.921875 Penalty: 2511.162354
	Iteration 26Q: 3 clusters Score -122201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -122203.335938 Penalty: 2511.162354
	Iteration 27Q: 3 clusters Score -122203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -122205.164062 Penalty: 2511.162354
	Iteration 28Q: 3 clusters Score -122205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -122207.171875 Penalty: 2511.162354
	Iteration 29Q: 3 clusters Score -122207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -122207.867188 Penalty: 2511.162354
	Iteration 30Q: 3 clusters Score -122207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -122208.132812 Penalty: 2511.162354
	Iteration 31Q: 3 clusters Score -122208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -122209.421875 Penalty: 2511.162354
	Iteration 32Q: 3 clusters Score -122209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -122209.992188 Penalty: 2511.162354
	Iteration 33Q: 3 clusters Score -122210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -122210.218750 Penalty: 2511.162354
	Iteration 34Q: 3 clusters Score -122210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -122210.640625 Penalty: 2511.162354
	Iteration 35Q: 3 clusters Score -122210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -122210.640625 Penalty: 2511.162354
	Iteration 36F: 3 clusters Score -122210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -145487.453125 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -145487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -143045.593750 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -143045.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -143586.000000 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -143586 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -143698.078125 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -143698.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -143796.171875 Penalty: 2551.916260
	Iteration 3Q: 3 clusters Score -143796.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -143875.265625 Penalty: 2551.916260
	Iteration 4Q: 3 clusters Score -143875.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -143925.281250 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -143925.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -143974.531250 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -143974.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144029.078125 Penalty: 2551.916260
	Iteration 7Q: 3 clusters Score -144029.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -144101.640625 Penalty: 2551.916260
	Iteration 8Q: 3 clusters Score -144101.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144181.484375 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -144181.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144242.812500 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -144242.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144293.656250 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -144293.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -144326.671875 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -144326.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144356.468750 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -144356.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -144377.718750 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -144377.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -144397.562500 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -144397.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144415.578125 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -144415.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144427.484375 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -144427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -144445.156250 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -144445.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144468.406250 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -144468.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144487.921875 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -144487.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -144504.656250 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -144504.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -144518.218750 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -144518.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -144532.828125 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -144532.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -144547.421875 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -144547.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -144564.234375 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -144564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -144576.375000 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -144576.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144581.515625 Penalty: 2551.916260
	Iteration 27Q: 3 clusters Score -144581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -144585.765625 Penalty: 2551.916260
	Iteration 28Q: 3 clusters Score -144585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -144590.406250 Penalty: 2551.916260
	Iteration 29Q: 3 clusters Score -144590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -144593.062500 Penalty: 2551.916260
	Iteration 30Q: 3 clusters Score -144593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -144594.390625 Penalty: 2551.916260
	Iteration 31Q: 3 clusters Score -144594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144595.031250 Penalty: 2551.916260
	Iteration 32Q: 3 clusters Score -144595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144596.218750 Penalty: 2551.916260
	Iteration 33Q: 3 clusters Score -144596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144597.656250 Penalty: 2551.916260
	Iteration 34Q: 3 clusters Score -144597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144598.640625 Penalty: 2551.916260
	Iteration 35Q: 3 clusters Score -144598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -144600.437500 Penalty: 2551.916260
	Iteration 36Q: 3 clusters Score -144600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -144601.265625 Penalty: 2551.916260
	Iteration 37Q: 3 clusters Score -144601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -144601.453125 Penalty: 2551.916260
	Iteration 38Q: 3 clusters Score -144601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -144601.453125 Penalty: 2551.916260
	Iteration 39F: 3 clusters Score -144601.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -19944.228516 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -19944.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18969.974609 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -18969.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19074.082031 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -19074.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19102.080078 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -19102.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19111.634766 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -19111.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19117.568359 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -19117.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19120.361328 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -19120.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19125.332031 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -19125.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19130.273438 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -19130.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19135.220703 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -19135.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19136.263672 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -19136.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19136.263672 Penalty: 1922.765625
	Iteration 10F: 3 clusters Score -19136.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -59493.082031 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -59493.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58012.957031 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -58012.96 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58272.808594 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -58272.81 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58360.875000 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -58360.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -58414.878906 Penalty: 2266.096924
	Iteration 3Q: 3 clusters Score -58414.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -58461.777344 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -58461.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58493.328125 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -58493.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58525.507812 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -58525.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58552.085938 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -58552.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58581.968750 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -58581.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58604.316406 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -58604.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58617.589844 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -58617.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58625.203125 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -58625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58633.191406 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -58633.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58640.687500 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -58640.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -58648.320312 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -58648.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58656.777344 Penalty: 2266.096924
	Iteration 15Q: 3 clusters Score -58656.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58665.453125 Penalty: 2266.096924
	Iteration 16Q: 3 clusters Score -58665.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58671.644531 Penalty: 2266.096924
	Iteration 17Q: 3 clusters Score -58671.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58675.761719 Penalty: 2266.096924
	Iteration 18Q: 3 clusters Score -58675.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58678.843750 Penalty: 2266.096924
	Iteration 19Q: 3 clusters Score -58678.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58683.390625 Penalty: 2266.096924
	Iteration 20F: 3 clusters Score -58683.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58689.472656 Penalty: 2266.096924
	Iteration 21Q: 3 clusters Score -58689.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58692.957031 Penalty: 2266.096924
	Iteration 22Q: 3 clusters Score -58692.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58692.957031 Penalty: 2266.096924
	Iteration 23F: 3 clusters Score -58692.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -514037.875000 Penalty: 1475.593140
	Iteration 0F: 2 clusters Score -514037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -507675.531250 Penalty: 2951.186279
	Iteration 0F: 3 clusters Score -507675.5 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -509807.093750 Penalty: 2951.186279
	Iteration 1F: 3 clusters Score -509807.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -510056.875000 Penalty: 2951.186279
	Iteration 2F: 3 clusters Score -510056.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -510281.343750 Penalty: 2951.186279
	Iteration 3F: 3 clusters Score -510281.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -510523.468750 Penalty: 2951.186279
	Iteration 4F: 3 clusters Score -510523.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -510785.812500 Penalty: 2951.186279
	Iteration 5Q: 3 clusters Score -510785.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -511101.000000 Penalty: 2951.186279
	Iteration 6F: 3 clusters Score -511101 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -511491.375000 Penalty: 2951.186279
	Iteration 7F: 3 clusters Score -511491.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -511860.437500 Penalty: 2951.186279
	Iteration 8F: 3 clusters Score -511860.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -512145.968750 Penalty: 2951.186279
	Iteration 9Q: 3 clusters Score -512146 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -512348.562500 Penalty: 2951.186279
	Iteration 10Q: 3 clusters Score -512348.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -512509.406250 Penalty: 2951.186279
	Iteration 11Q: 3 clusters Score -512509.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -512616.812500 Penalty: 2951.186279
	Iteration 12Q: 3 clusters Score -512616.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -512693.875000 Penalty: 2951.186279
	Iteration 13Q: 3 clusters Score -512693.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -512737.937500 Penalty: 2951.186279
	Iteration 14Q: 3 clusters Score -512737.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -512761.406250 Penalty: 2951.186279
	Iteration 15Q: 3 clusters Score -512761.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -512777.125000 Penalty: 2951.186279
	Iteration 16Q: 3 clusters Score -512777.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -512790.500000 Penalty: 2951.186279
	Iteration 17Q: 3 clusters Score -512790.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -512799.843750 Penalty: 2951.186279
	Iteration 18Q: 3 clusters Score -512799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -512805.156250 Penalty: 2951.186279
	Iteration 19Q: 3 clusters Score -512805.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -512807.656250 Penalty: 2951.186279
	Iteration 20F: 3 clusters Score -512807.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -512811.781250 Penalty: 2951.186279
	Iteration 21Q: 3 clusters Score -512811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -512813.250000 Penalty: 2951.186279
	Iteration 22Q: 3 clusters Score -512813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -512815.156250 Penalty: 2951.186279
	Iteration 23Q: 3 clusters Score -512815.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -512817.125000 Penalty: 2951.186279
	Iteration 24Q: 3 clusters Score -512817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -512816.875000 Penalty: 2951.186279
	Iteration 25Q: 3 clusters Score -512816.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -512820.062500 Penalty: 2951.186279
	Iteration 26Q: 3 clusters Score -512820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -512822.906250 Penalty: 2951.186279
	Iteration 27Q: 3 clusters Score -512822.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -512826.125000 Penalty: 2951.186279
	Iteration 28Q: 3 clusters Score -512826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -512826.312500 Penalty: 2951.186279
	Iteration 29Q: 3 clusters Score -512826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -512826.875000 Penalty: 2951.186279
	Iteration 30Q: 3 clusters Score -512826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -512826.781250 Penalty: 2951.186279
	Iteration 31Q: 3 clusters Score -512826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -512826.968750 Penalty: 2951.186279
	Iteration 32Q: 3 clusters Score -512827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -512827.968750 Penalty: 2951.186279
	Iteration 33Q: 3 clusters Score -512828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -512827.781250 Penalty: 2951.186279
	Iteration 34Q: 3 clusters Score -512827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -512826.906250 Penalty: 2951.186279
	Iteration 35Q: 3 clusters Score -512826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -512827.593750 Penalty: 2951.186279
	Iteration 36Q: 3 clusters Score -512827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -512828.312500 Penalty: 2951.186279
	Iteration 37Q: 3 clusters Score -512828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -512828.312500 Penalty: 2951.186279
	Iteration 38F: 3 clusters Score -512828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14766 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 69603 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54882 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4966 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942434.000000 Penalty: 85910.117188
Iteration 159Q: 41 clusters Score -3.094243e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68378 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24894 members 
Mstep: Class 20 contains 69550 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4964 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942444.000000 Penalty: 85910.117188
Iteration 160F: 41 clusters Score -3.094244e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77153 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 6504 members 
Mstep: Class 19 contains 24896 members 
Mstep: Class 20 contains 69514 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5346 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942446.000000 Penalty: 85910.117188
Iteration 161Q: 41 clusters Score -3.094245e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 68383 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21509 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 6505 members 
Mstep: Class 19 contains 24893 members 
Mstep: Class 20 contains 69485 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54878 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5345 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942462.000000 Penalty: 85910.117188
Iteration 162Q: 41 clusters Score -3.094246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77151 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4917 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24891 members 
Mstep: Class 20 contains 69460 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 5347 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 956 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942446.000000 Penalty: 85910.117188
Iteration 163Q: 41 clusters Score -3.094245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77150 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21586 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4915 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24890 members 
Mstep: Class 20 contains 69427 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 5345 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 956 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942462.000000 Penalty: 85910.117188
Iteration 164Q: 41 clusters Score -3.094246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77150 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4912 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24890 members 
Mstep: Class 20 contains 69394 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5345 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 956 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942440.000000 Penalty: 85910.117188
Iteration 165Q: 41 clusters Score -3.094244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68378 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21655 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14770 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24890 members 
Mstep: Class 20 contains 69366 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5345 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 956 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942484.000000 Penalty: 85910.117188
Iteration 166Q: 41 clusters Score -3.094248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21694 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4910 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24891 members 
Mstep: Class 20 contains 69329 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5344 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 956 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18896 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942462.000000 Penalty: 85910.117188
Iteration 167Q: 41 clusters Score -3.094246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 21741 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4908 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24891 members 
Mstep: Class 20 contains 69285 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6174 members 
Mstep: Class 26 contains 5343 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18896 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942478.000000 Penalty: 85910.117188
Iteration 168Q: 41 clusters Score -3.094248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68375 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21775 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14771 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4908 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24890 members 
Mstep: Class 20 contains 69253 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54877 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 5342 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18896 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942472.000000 Penalty: 85910.117188
Iteration 169Q: 41 clusters Score -3.094247e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68372 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21812 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4906 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24887 members 
Mstep: Class 20 contains 69222 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54878 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18897 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942480.000000 Penalty: 85910.117188
Iteration 170Q: 41 clusters Score -3.094248e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68370 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21844 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14773 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 69198 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54878 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18896 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942488.000000 Penalty: 85910.117188
Iteration 171Q: 41 clusters Score -3.094249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68373 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 21874 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24880 members 
Mstep: Class 20 contains 69170 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54879 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942492.000000 Penalty: 85910.117188
Iteration 172Q: 41 clusters Score -3.094249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 68372 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21892 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4900 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 69164 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6171 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942526.000000 Penalty: 85910.117188
Iteration 173Q: 41 clusters Score -3.094253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77148 members 
Mstep: Class 5 contains 68374 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 14783 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4900 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24881 members 
Mstep: Class 20 contains 69157 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942544.000000 Penalty: 85910.117188
Iteration 174Q: 41 clusters Score -3.094254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77148 members 
Mstep: Class 5 contains 68374 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21909 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 14783 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4900 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24881 members 
Mstep: Class 20 contains 69150 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942530.000000 Penalty: 85910.117188
Iteration 175Q: 41 clusters Score -3.094253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77148 members 
Mstep: Class 5 contains 68375 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21924 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 4900 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24881 members 
Mstep: Class 20 contains 69135 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942528.000000 Penalty: 85910.117188
Iteration 176Q: 41 clusters Score -3.094253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77148 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21936 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69119 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942512.000000 Penalty: 85910.117188
Iteration 177Q: 41 clusters Score -3.094251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77147 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21946 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14784 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69106 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942508.000000 Penalty: 85910.117188
Iteration 178Q: 41 clusters Score -3.094251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77146 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21954 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14786 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24883 members 
Mstep: Class 20 contains 69096 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942486.000000 Penalty: 85910.117188
Iteration 179Q: 41 clusters Score -3.094249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77145 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21960 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69091 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942484.000000 Penalty: 85910.117188
Iteration 180F: 41 clusters Score -3.094248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21966 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14789 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24881 members 
Mstep: Class 20 contains 69087 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942472.000000 Penalty: 85910.117188
Iteration 181Q: 41 clusters Score -3.094247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68383 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21972 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14789 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24880 members 
Mstep: Class 20 contains 69079 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942488.000000 Penalty: 85910.117188
Iteration 182Q: 41 clusters Score -3.094249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68383 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21978 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24880 members 
Mstep: Class 20 contains 69075 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942482.000000 Penalty: 85910.117188
Iteration 183Q: 41 clusters Score -3.094248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 68384 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 21988 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14789 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24880 members 
Mstep: Class 20 contains 69067 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942508.000000 Penalty: 85910.117188
Iteration 184Q: 41 clusters Score -3.094251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 68384 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22001 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 69056 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942524.000000 Penalty: 85910.117188
Iteration 185Q: 41 clusters Score -3.094252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 68383 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22011 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69048 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942534.000000 Penalty: 85910.117188
Iteration 186Q: 41 clusters Score -3.094253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22017 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14786 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69043 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18894 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942526.000000 Penalty: 85910.117188
Iteration 187Q: 41 clusters Score -3.094253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14786 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69037 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942522.000000 Penalty: 85910.117188
Iteration 188Q: 41 clusters Score -3.094252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22026 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14786 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69031 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942528.000000 Penalty: 85910.117188
Iteration 189Q: 41 clusters Score -3.094253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22030 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69028 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942530.000000 Penalty: 85910.117188
Iteration 190Q: 41 clusters Score -3.094253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22033 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69027 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942534.000000 Penalty: 85910.117188
Iteration 191Q: 41 clusters Score -3.094253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22035 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4904 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69026 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942532.000000 Penalty: 85910.117188
Iteration 192Q: 41 clusters Score -3.094253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22038 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14789 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24877 members 
Mstep: Class 20 contains 69023 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942546.000000 Penalty: 85910.117188
Iteration 193Q: 41 clusters Score -3.094255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22038 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24877 members 
Mstep: Class 20 contains 69023 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54876 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942550.000000 Penalty: 85910.117188
Iteration 194Q: 41 clusters Score -3.094255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22038 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24878 members 
Mstep: Class 20 contains 69023 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942544.000000 Penalty: 85910.117188
Iteration 195Q: 41 clusters Score -3.094254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22038 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24880 members 
Mstep: Class 20 contains 69021 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942548.000000 Penalty: 85910.117188
Iteration 196Q: 41 clusters Score -3.094255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22040 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24881 members 
Mstep: Class 20 contains 69017 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942546.000000 Penalty: 85910.117188
Iteration 197Q: 41 clusters Score -3.094255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68381 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22042 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69014 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942542.000000 Penalty: 85910.117188
Iteration 198Q: 41 clusters Score -3.094254e+07 nChanged 3
Entering ConstructFrom: 
Score: -30942542.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -113348.507812 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -113348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -111314.812500 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -111314.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -111751.195312 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -111751.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -111875.945312 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -111875.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -111967.390625 Penalty: 2458.040039
	Iteration 3F: 3 clusters Score -111967.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -112037.906250 Penalty: 2458.040039
	Iteration 4Q: 3 clusters Score -112037.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -112079.851562 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -112079.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -112105.093750 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -112105.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -112125.390625 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -112125.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -112145.414062 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -112145.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112163.320312 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -112163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112169.570312 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -112169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -112179.093750 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -112179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -112185.656250 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -112185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -112189.007812 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -112189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -112192.000000 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -112192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -112192.664062 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -112192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -112193.679688 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -112193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -112194.492188 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -112194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -112194.492188 Penalty: 2458.040039
	Iteration 18F: 3 clusters Score -112194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -364699.562500 Penalty: 1424.564331
	Iteration 0F: 2 clusters Score -364699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -359799.875000 Penalty: 2849.128662
	Iteration 0F: 3 clusters Score -359799.9 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -361351.687500 Penalty: 2849.128662
	Iteration 1F: 3 clusters Score -361351.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -361831.656250 Penalty: 2849.128662
	Iteration 2F: 3 clusters Score -361831.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -362396.156250 Penalty: 2849.128662
	Iteration 3F: 3 clusters Score -362396.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -362945.812500 Penalty: 2849.128662
	Iteration 4F: 3 clusters Score -362945.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -363345.000000 Penalty: 2849.128662
	Iteration 5F: 3 clusters Score -363345 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -363637.468750 Penalty: 2849.128662
	Iteration 6F: 3 clusters Score -363637.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -363829.500000 Penalty: 2849.128662
	Iteration 7Q: 3 clusters Score -363829.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -363935.156250 Penalty: 2849.128662
	Iteration 8Q: 3 clusters Score -363935.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -363995.906250 Penalty: 2849.128662
	Iteration 9Q: 3 clusters Score -363995.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -364030.750000 Penalty: 2849.128662
	Iteration 10Q: 3 clusters Score -364030.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -364047.781250 Penalty: 2849.128662
	Iteration 11Q: 3 clusters Score -364047.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -364060.000000 Penalty: 2849.128662
	Iteration 12Q: 3 clusters Score -364060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -364070.937500 Penalty: 2849.128662
	Iteration 13Q: 3 clusters Score -364070.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -364080.000000 Penalty: 2849.128662
	Iteration 14Q: 3 clusters Score -364080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -364084.718750 Penalty: 2849.128662
	Iteration 15Q: 3 clusters Score -364084.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -364088.125000 Penalty: 2849.128662
	Iteration 16Q: 3 clusters Score -364088.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -364092.031250 Penalty: 2849.128662
	Iteration 17Q: 3 clusters Score -364092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -364098.750000 Penalty: 2849.128662
	Iteration 18Q: 3 clusters Score -364098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -364102.125000 Penalty: 2849.128662
	Iteration 19Q: 3 clusters Score -364102.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -364107.031250 Penalty: 2849.128662
	Iteration 20F: 3 clusters Score -364107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -364111.375000 Penalty: 2849.128662
	Iteration 21Q: 3 clusters Score -364111.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -364113.093750 Penalty: 2849.128662
	Iteration 22Q: 3 clusters Score -364113.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -364118.562500 Penalty: 2849.128662
	Iteration 23Q: 3 clusters Score -364118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -364120.937500 Penalty: 2849.128662
	Iteration 24Q: 3 clusters Score -364120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -364125.875000 Penalty: 2849.128662
	Iteration 25Q: 3 clusters Score -364125.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -364133.812500 Penalty: 2849.128662
	Iteration 26Q: 3 clusters Score -364133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -364138.843750 Penalty: 2849.128662
	Iteration 27Q: 3 clusters Score -364138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -364145.562500 Penalty: 2849.128662
	Iteration 28Q: 3 clusters Score -364145.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -364158.500000 Penalty: 2849.128662
	Iteration 29Q: 3 clusters Score -364158.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -364170.906250 Penalty: 2849.128662
	Iteration 30Q: 3 clusters Score -364170.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -364186.968750 Penalty: 2849.128662
	Iteration 31Q: 3 clusters Score -364187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -364201.687500 Penalty: 2849.128662
	Iteration 32Q: 3 clusters Score -364201.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -364216.937500 Penalty: 2849.128662
	Iteration 33Q: 3 clusters Score -364216.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -364233.125000 Penalty: 2849.128662
	Iteration 34Q: 3 clusters Score -364233.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -364245.687500 Penalty: 2849.128662
	Iteration 35Q: 3 clusters Score -364245.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -364257.937500 Penalty: 2849.128662
	Iteration 36Q: 3 clusters Score -364257.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -364269.750000 Penalty: 2849.128662
	Iteration 37Q: 3 clusters Score -364269.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -364285.968750 Penalty: 2849.128662
	Iteration 38Q: 3 clusters Score -364286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -364307.750000 Penalty: 2849.128662
	Iteration 39Q: 3 clusters Score -364307.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -364349.000000 Penalty: 2849.128662
	Iteration 40F: 3 clusters Score -364349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -364417.093750 Penalty: 2849.128662
	Iteration 41Q: 3 clusters Score -364417.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -364509.812500 Penalty: 2849.128662
	Iteration 42Q: 3 clusters Score -364509.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -364562.531250 Penalty: 2849.128662
	Iteration 43Q: 3 clusters Score -364562.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -364602.718750 Penalty: 2849.128662
	Iteration 44Q: 3 clusters Score -364602.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -364629.000000 Penalty: 2849.128662
	Iteration 45Q: 3 clusters Score -364629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -364663.593750 Penalty: 2849.128662
	Iteration 46Q: 3 clusters Score -364663.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -364684.500000 Penalty: 2849.128662
	Iteration 47Q: 3 clusters Score -364684.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -364701.468750 Penalty: 2849.128662
	Iteration 48Q: 3 clusters Score -364701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -364710.406250 Penalty: 2849.128662
	Iteration 49Q: 3 clusters Score -364710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -364718.656250 Penalty: 2849.128662
	Iteration 50Q: 3 clusters Score -364718.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -364723.437500 Penalty: 2849.128662
	Iteration 51Q: 3 clusters Score -364723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -364729.656250 Penalty: 2849.128662
	Iteration 52Q: 3 clusters Score -364729.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -364731.906250 Penalty: 2849.128662
	Iteration 53Q: 3 clusters Score -364731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -364735.718750 Penalty: 2849.128662
	Iteration 54Q: 3 clusters Score -364735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -364742.500000 Penalty: 2849.128662
	Iteration 55Q: 3 clusters Score -364742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -364749.875000 Penalty: 2849.128662
	Iteration 56Q: 3 clusters Score -364749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -364753.656250 Penalty: 2849.128662
	Iteration 57Q: 3 clusters Score -364753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -364756.562500 Penalty: 2849.128662
	Iteration 58Q: 3 clusters Score -364756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -364757.812500 Penalty: 2849.128662
	Iteration 59Q: 3 clusters Score -364757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -364758.468750 Penalty: 2849.128662
	Iteration 60F: 3 clusters Score -364758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -364758.031250 Penalty: 2849.128662
	Iteration 61Q: 3 clusters Score -364758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -364758.187500 Penalty: 2849.128662
	Iteration 62Q: 3 clusters Score -364758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -364759.062500 Penalty: 2849.128662
	Iteration 63Q: 3 clusters Score -364759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -364759.062500 Penalty: 2849.128662
	Iteration 64F: 3 clusters Score -364759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 5436 members 
Entering Unmasked Estep 
Score: -30941902.000000 Penalty: 88057.867188
Splitting cluster 2 changes total score from -30942542.000000 to -30941902.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (81195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Entering Unmasked Estep 
Score: -4809157.500000 Penalty: 1836.999023
	Iteration 0F: 2 clusters Score -4809158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4754904.500000 Penalty: 3673.998047
	Iteration 0F: 3 clusters Score -4754904 nChanged 38645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -4778249.500000 Penalty: 3673.998047
	Iteration 1F: 3 clusters Score -4778250 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -4780083.500000 Penalty: 3673.998047
	Iteration 2F: 3 clusters Score -4780084 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -4782984.000000 Penalty: 3673.998047
	Iteration 3F: 3 clusters Score -4782984 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -4787555.000000 Penalty: 3673.998047
	Iteration 4F: 3 clusters Score -4787555 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -4793371.500000 Penalty: 3673.998047
	Iteration 5F: 3 clusters Score -4793372 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -4799378.000000 Penalty: 3673.998047
	Iteration 6F: 3 clusters Score -4799378 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -4803589.000000 Penalty: 3673.998047
	Iteration 7F: 3 clusters Score -4803589 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -4805958.000000 Penalty: 3673.998047
	Iteration 8Q: 3 clusters Score -4805958 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -4806949.000000 Penalty: 3673.998047
	Iteration 9Q: 3 clusters Score -4806949 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -4807272.000000 Penalty: 3673.998047
	Iteration 10Q: 3 clusters Score -4807272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -4807388.500000 Penalty: 3673.998047
	Iteration 11Q: 3 clusters Score -4807388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -4807454.500000 Penalty: 3673.998047
	Iteration 12Q: 3 clusters Score -4807454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -4807490.500000 Penalty: 3673.998047
	Iteration 13Q: 3 clusters Score -4807490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -4807513.000000 Penalty: 3673.998047
	Iteration 14Q: 3 clusters Score -4807513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -4807538.000000 Penalty: 3673.998047
	Iteration 15Q: 3 clusters Score -4807538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -4807549.500000 Penalty: 3673.998047
	Iteration 16Q: 3 clusters Score -4807550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -4807555.000000 Penalty: 3673.998047
	Iteration 17Q: 3 clusters Score -4807555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -4807557.500000 Penalty: 3673.998047
	Iteration 18Q: 3 clusters Score -4807558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -4807562.500000 Penalty: 3673.998047
	Iteration 19Q: 3 clusters Score -4807562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -4807567.500000 Penalty: 3673.998047
	Iteration 20F: 3 clusters Score -4807568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -4807571.500000 Penalty: 3673.998047
	Iteration 21Q: 3 clusters Score -4807572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -4807571.500000 Penalty: 3673.998047
	Iteration 22Q: 3 clusters Score -4807572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -4807571.500000 Penalty: 3673.998047
	Iteration 23F: 3 clusters Score -4807572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Entering Unmasked Estep 
Score: -4673806.000000 Penalty: 1828.682251
	Iteration 0F: 2 clusters Score -4673806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -4622160.500000 Penalty: 3657.364502
	Iteration 0F: 3 clusters Score -4622160 nChanged 36723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -4643274.000000 Penalty: 3657.364502
	Iteration 1F: 3 clusters Score -4643274 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -4644133.500000 Penalty: 3657.364502
	Iteration 2Q: 3 clusters Score -4644134 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4645333.000000 Penalty: 3657.364502
	Iteration 3Q: 3 clusters Score -4645333 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -4647122.500000 Penalty: 3657.364502
	Iteration 4Q: 3 clusters Score -4647122 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -4649764.000000 Penalty: 3657.364502
	Iteration 5F: 3 clusters Score -4649764 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -4653632.000000 Penalty: 3657.364502
	Iteration 6F: 3 clusters Score -4653632 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -4658292.500000 Penalty: 3657.364502
	Iteration 7F: 3 clusters Score -4658292 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -4662748.500000 Penalty: 3657.364502
	Iteration 8F: 3 clusters Score -4662748 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -4666448.500000 Penalty: 3657.364502
	Iteration 9F: 3 clusters Score -4666448 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -4669101.500000 Penalty: 3657.364502
	Iteration 10Q: 3 clusters Score -4669102 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -4670604.000000 Penalty: 3657.364502
	Iteration 11Q: 3 clusters Score -4670604 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -4671420.500000 Penalty: 3657.364502
	Iteration 12Q: 3 clusters Score -4671420 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -4671796.000000 Penalty: 3657.364502
	Iteration 13Q: 3 clusters Score -4671796 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -4671998.500000 Penalty: 3657.364502
	Iteration 14Q: 3 clusters Score -4671998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -4672105.000000 Penalty: 3657.364502
	Iteration 15Q: 3 clusters Score -4672105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -4672154.500000 Penalty: 3657.364502
	Iteration 16Q: 3 clusters Score -4672154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -4672189.000000 Penalty: 3657.364502
	Iteration 17Q: 3 clusters Score -4672189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -4672216.000000 Penalty: 3657.364502
	Iteration 18Q: 3 clusters Score -4672216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -4672233.000000 Penalty: 3657.364502
	Iteration 19Q: 3 clusters Score -4672233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -4672241.500000 Penalty: 3657.364502
	Iteration 20F: 3 clusters Score -4672242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4672245.000000 Penalty: 3657.364502
	Iteration 21Q: 3 clusters Score -4672245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -4672253.000000 Penalty: 3657.364502
	Iteration 22Q: 3 clusters Score -4672253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -4672256.000000 Penalty: 3657.364502
	Iteration 23Q: 3 clusters Score -4672256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -4672264.000000 Penalty: 3657.364502
	Iteration 24Q: 3 clusters Score -4672264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -4672268.500000 Penalty: 3657.364502
	Iteration 25Q: 3 clusters Score -4672268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -4672268.000000 Penalty: 3657.364502
	Iteration 26Q: 3 clusters Score -4672268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -4672268.000000 Penalty: 3657.364502
	Iteration 27F: 3 clusters Score -4672268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Entering Unmasked Estep 
Score: -4126590.500000 Penalty: 1809.083374
	Iteration 0F: 2 clusters Score -4126590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4080703.750000 Penalty: 3618.166748
	Iteration 0F: 3 clusters Score -4080704 nChanged 32415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4099402.250000 Penalty: 3618.166748
	Iteration 1F: 3 clusters Score -4099402 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4100073.250000 Penalty: 3618.166748
	Iteration 2Q: 3 clusters Score -4100073 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4101089.500000 Penalty: 3618.166748
	Iteration 3Q: 3 clusters Score -4101090 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -4102900.250000 Penalty: 3618.166748
	Iteration 4F: 3 clusters Score -4102900 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -4106123.000000 Penalty: 3618.166748
	Iteration 5F: 3 clusters Score -4106123 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -4110938.750000 Penalty: 3618.166748
	Iteration 6F: 3 clusters Score -4110939 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -4116380.500000 Penalty: 3618.166748
	Iteration 7F: 3 clusters Score -4116380 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -4120691.000000 Penalty: 3618.166748
	Iteration 8F: 3 clusters Score -4120691 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -4123133.750000 Penalty: 3618.166748
	Iteration 9Q: 3 clusters Score -4123134 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -4124211.500000 Penalty: 3618.166748
	Iteration 10Q: 3 clusters Score -4124212 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -4124631.250000 Penalty: 3618.166748
	Iteration 11Q: 3 clusters Score -4124631 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -4124798.500000 Penalty: 3618.166748
	Iteration 12Q: 3 clusters Score -4124798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -4124888.750000 Penalty: 3618.166748
	Iteration 13Q: 3 clusters Score -4124889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -4124936.500000 Penalty: 3618.166748
	Iteration 14Q: 3 clusters Score -4124936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -4124971.000000 Penalty: 3618.166748
	Iteration 15Q: 3 clusters Score -4124971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -4124987.750000 Penalty: 3618.166748
	Iteration 16Q: 3 clusters Score -4124988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -4125000.500000 Penalty: 3618.166748
	Iteration 17Q: 3 clusters Score -4125000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -4125008.750000 Penalty: 3618.166748
	Iteration 18Q: 3 clusters Score -4125009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -4125026.250000 Penalty: 3618.166748
	Iteration 19Q: 3 clusters Score -4125026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -4125042.750000 Penalty: 3618.166748
	Iteration 20F: 3 clusters Score -4125043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -4125049.500000 Penalty: 3618.166748
	Iteration 21Q: 3 clusters Score -4125050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -4125060.000000 Penalty: 3618.166748
	Iteration 22Q: 3 clusters Score -4125060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -4125063.750000 Penalty: 3618.166748
	Iteration 23Q: 3 clusters Score -4125064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -4125063.500000 Penalty: 3618.166748
	Iteration 24Q: 3 clusters Score -4125064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -4125067.750000 Penalty: 3618.166748
	Iteration 25Q: 3 clusters Score -4125068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -4125070.500000 Penalty: 3618.166748
	Iteration 26Q: 3 clusters Score -4125070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -4125070.500000 Penalty: 3618.166748
	Iteration 27F: 3 clusters Score -4125070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -120321.390625 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -120321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -118183.648438 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -118183.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -118722.117188 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -118722.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -118899.046875 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -118899 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -119101.898438 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -119101.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -119328.148438 Penalty: 2499.936768
	Iteration 4F: 3 clusters Score -119328.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119547.218750 Penalty: 2499.936768
	Iteration 5F: 3 clusters Score -119547.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -119672.601562 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -119672.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119748.406250 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -119748.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -119816.289062 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -119816.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119895.710938 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -119895.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -119979.257812 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -119979.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120081.929688 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -120081.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -120167.406250 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -120167.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -120199.062500 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -120199.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -120218.007812 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -120218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -120225.882812 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -120225.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -120234.468750 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -120234.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -120243.234375 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -120243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -120250.851562 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -120250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -120254.148438 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -120254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -120256.445312 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -120256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -120261.367188 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -120261.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -120269.921875 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -120269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -120278.804688 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -120278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -120288.992188 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -120289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -120297.562500 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -120297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -120307.781250 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -120307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -120323.429688 Penalty: 2499.936768
	Iteration 27Q: 3 clusters Score -120323.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -120339.289062 Penalty: 2499.936768
	Iteration 28Q: 3 clusters Score -120339.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -120360.625000 Penalty: 2499.936768
	Iteration 29Q: 3 clusters Score -120360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -120379.726562 Penalty: 2499.936768
	Iteration 30Q: 3 clusters Score -120379.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -120387.164062 Penalty: 2499.936768
	Iteration 31Q: 3 clusters Score -120387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -120392.398438 Penalty: 2499.936768
	Iteration 32Q: 3 clusters Score -120392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -120395.679688 Penalty: 2499.936768
	Iteration 33Q: 3 clusters Score -120395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -120397.554688 Penalty: 2499.936768
	Iteration 34Q: 3 clusters Score -120397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -120398.742188 Penalty: 2499.936768
	Iteration 35Q: 3 clusters Score -120398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -120400.578125 Penalty: 2499.936768
	Iteration 36Q: 3 clusters Score -120400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -120401.492188 Penalty: 2499.936768
	Iteration 37Q: 3 clusters Score -120401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -120403.640625 Penalty: 2499.936768
	Iteration 38Q: 3 clusters Score -120403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -120404.625000 Penalty: 2499.936768
	Iteration 39Q: 3 clusters Score -120404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -120405.375000 Penalty: 2499.936768
	Iteration 40F: 3 clusters Score -120405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 1047 members 
Entering Unmasked Estep 
Score: -30941724.000000 Penalty: 88057.867188
Splitting cluster 6 changes total score from -30942542.000000 to -30941724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (22045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Entering Unmasked Estep 
Score: -1338353.250000 Penalty: 1625.136719
	Iteration 0F: 2 clusters Score -1338353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1323439.875000 Penalty: 3250.273438
	Iteration 0F: 3 clusters Score -1323440 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1328757.500000 Penalty: 3250.273438
	Iteration 1F: 3 clusters Score -1328758 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1329067.500000 Penalty: 3250.273438
	Iteration 2Q: 3 clusters Score -1329068 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1329358.625000 Penalty: 3250.273438
	Iteration 3Q: 3 clusters Score -1329359 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1329644.375000 Penalty: 3250.273438
	Iteration 4Q: 3 clusters Score -1329644 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1329971.125000 Penalty: 3250.273438
	Iteration 5Q: 3 clusters Score -1329971 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1330359.625000 Penalty: 3250.273438
	Iteration 6Q: 3 clusters Score -1330360 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1330831.000000 Penalty: 3250.273438
	Iteration 7Q: 3 clusters Score -1330831 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1331386.875000 Penalty: 3250.273438
	Iteration 8F: 3 clusters Score -1331387 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1332066.375000 Penalty: 3250.273438
	Iteration 9F: 3 clusters Score -1332066 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1332928.875000 Penalty: 3250.273438
	Iteration 10F: 3 clusters Score -1332929 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1333946.875000 Penalty: 3250.273438
	Iteration 11F: 3 clusters Score -1333947 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1334957.500000 Penalty: 3250.273438
	Iteration 12F: 3 clusters Score -1334958 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1335805.125000 Penalty: 3250.273438
	Iteration 13Q: 3 clusters Score -1335805 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -1336343.625000 Penalty: 3250.273438
	Iteration 14Q: 3 clusters Score -1336344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -1336657.625000 Penalty: 3250.273438
	Iteration 15Q: 3 clusters Score -1336658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -1336798.250000 Penalty: 3250.273438
	Iteration 16Q: 3 clusters Score -1336798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1336887.875000 Penalty: 3250.273438
	Iteration 17Q: 3 clusters Score -1336888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1336932.375000 Penalty: 3250.273438
	Iteration 18Q: 3 clusters Score -1336932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -1336960.625000 Penalty: 3250.273438
	Iteration 19Q: 3 clusters Score -1336961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -1336981.375000 Penalty: 3250.273438
	Iteration 20F: 3 clusters Score -1336981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -1336989.875000 Penalty: 3250.273438
	Iteration 21Q: 3 clusters Score -1336990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1336994.750000 Penalty: 3250.273438
	Iteration 22Q: 3 clusters Score -1336995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1336999.375000 Penalty: 3250.273438
	Iteration 23Q: 3 clusters Score -1336999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1337002.375000 Penalty: 3250.273438
	Iteration 24Q: 3 clusters Score -1337002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1337003.625000 Penalty: 3250.273438
	Iteration 25Q: 3 clusters Score -1337004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1337003.625000 Penalty: 3250.273438
	Iteration 26F: 3 clusters Score -1337004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -217988.484375 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -217988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -214663.812500 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -214663.8 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -215649.062500 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -215649.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -215895.437500 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -215895.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -216052.046875 Penalty: 2700.164551
	Iteration 3F: 3 clusters Score -216052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -216155.281250 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -216155.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -216246.812500 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -216246.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -216335.906250 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -216335.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -216415.218750 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -216415.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -216471.468750 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -216471.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -216514.218750 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -216514.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -216551.968750 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -216552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -216583.093750 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -216583.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -216617.015625 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -216617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -216644.531250 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -216644.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -216669.140625 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -216669.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -216683.015625 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -216683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -216696.656250 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -216696.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -216709.343750 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -216709.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -216722.906250 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -216722.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -216738.562500 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -216738.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -216751.500000 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -216751.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -216760.781250 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -216760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -216766.859375 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -216766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -216772.296875 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -216772.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -216776.828125 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -216776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -216779.109375 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -216779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -216780.250000 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -216780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -216781.921875 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -216781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -216785.093750 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -216785.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -216789.484375 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -216789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -216791.937500 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -216791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -216794.500000 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -216794.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -216798.968750 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -216799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -216801.765625 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -216801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -216807.031250 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -216807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -216809.421875 Penalty: 2700.164551
	Iteration 35Q: 3 clusters Score -216809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -216811.703125 Penalty: 2700.164551
	Iteration 36Q: 3 clusters Score -216811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -216813.640625 Penalty: 2700.164551
	Iteration 37Q: 3 clusters Score -216813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -216816.328125 Penalty: 2700.164551
	Iteration 38Q: 3 clusters Score -216816.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -216820.546875 Penalty: 2700.164551
	Iteration 39Q: 3 clusters Score -216820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -216825.578125 Penalty: 2700.164551
	Iteration 40F: 3 clusters Score -216825.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -216830.156250 Penalty: 2700.164551
	Iteration 41Q: 3 clusters Score -216830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -216835.421875 Penalty: 2700.164551
	Iteration 42Q: 3 clusters Score -216835.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -216838.750000 Penalty: 2700.164551
	Iteration 43Q: 3 clusters Score -216838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -216843.109375 Penalty: 2700.164551
	Iteration 44Q: 3 clusters Score -216843.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -216848.000000 Penalty: 2700.164551
	Iteration 45Q: 3 clusters Score -216848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -216852.937500 Penalty: 2700.164551
	Iteration 46Q: 3 clusters Score -216852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -216858.046875 Penalty: 2700.164551
	Iteration 47Q: 3 clusters Score -216858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -216862.984375 Penalty: 2700.164551
	Iteration 48Q: 3 clusters Score -216863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -216870.171875 Penalty: 2700.164551
	Iteration 49Q: 3 clusters Score -216870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -216875.312500 Penalty: 2700.164551
	Iteration 50Q: 3 clusters Score -216875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -216878.625000 Penalty: 2700.164551
	Iteration 51Q: 3 clusters Score -216878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -216882.000000 Penalty: 2700.164551
	Iteration 52Q: 3 clusters Score -216882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -216887.578125 Penalty: 2700.164551
	Iteration 53Q: 3 clusters Score -216887.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -216895.203125 Penalty: 2700.164551
	Iteration 54Q: 3 clusters Score -216895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -216902.796875 Penalty: 2700.164551
	Iteration 55Q: 3 clusters Score -216902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -216911.406250 Penalty: 2700.164551
	Iteration 56Q: 3 clusters Score -216911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -216916.250000 Penalty: 2700.164551
	Iteration 57Q: 3 clusters Score -216916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -216918.859375 Penalty: 2700.164551
	Iteration 58Q: 3 clusters Score -216918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -216923.515625 Penalty: 2700.164551
	Iteration 59Q: 3 clusters Score -216923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -216925.234375 Penalty: 2700.164551
	Iteration 60F: 3 clusters Score -216925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -216926.515625 Penalty: 2700.164551
	Iteration 61Q: 3 clusters Score -216926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -216927.921875 Penalty: 2700.164551
	Iteration 62Q: 3 clusters Score -216927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -216928.781250 Penalty: 2700.164551
	Iteration 63Q: 3 clusters Score -216928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -216929.171875 Penalty: 2700.164551
	Iteration 64Q: 3 clusters Score -216929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -216929.750000 Penalty: 2700.164551
	Iteration 65Q: 3 clusters Score -216929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -216930.437500 Penalty: 2700.164551
	Iteration 66Q: 3 clusters Score -216930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -216930.656250 Penalty: 2700.164551
	Iteration 67Q: 3 clusters Score -216930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -216930.953125 Penalty: 2700.164551
	Iteration 68Q: 3 clusters Score -216931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -216930.953125 Penalty: 2700.164551
	Iteration 69F: 3 clusters Score -216931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -111208.835938 Penalty: 1280.077026
	Iteration 0F: 2 clusters Score -111208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -108721.000000 Penalty: 2560.154053
	Iteration 0F: 3 clusters Score -108721 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -109371.914062 Penalty: 2560.154053
	Iteration 1F: 3 clusters Score -109371.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -109564.953125 Penalty: 2560.154053
	Iteration 2F: 3 clusters Score -109565 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -109694.679688 Penalty: 2560.154053
	Iteration 3F: 3 clusters Score -109694.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -109811.585938 Penalty: 2560.154053
	Iteration 4Q: 3 clusters Score -109811.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -109944.539062 Penalty: 2560.154053
	Iteration 5Q: 3 clusters Score -109944.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -110164.453125 Penalty: 2560.154053
	Iteration 6Q: 3 clusters Score -110164.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -110445.390625 Penalty: 2560.154053
	Iteration 7F: 3 clusters Score -110445.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -110677.070312 Penalty: 2560.154053
	Iteration 8F: 3 clusters Score -110677.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -110786.601562 Penalty: 2560.154053
	Iteration 9Q: 3 clusters Score -110786.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -110852.601562 Penalty: 2560.154053
	Iteration 10Q: 3 clusters Score -110852.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -110905.632812 Penalty: 2560.154053
	Iteration 11Q: 3 clusters Score -110905.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -110961.343750 Penalty: 2560.154053
	Iteration 12Q: 3 clusters Score -110961.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -110989.820312 Penalty: 2560.154053
	Iteration 13Q: 3 clusters Score -110989.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -111002.601562 Penalty: 2560.154053
	Iteration 14Q: 3 clusters Score -111002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -111011.593750 Penalty: 2560.154053
	Iteration 15Q: 3 clusters Score -111011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -111016.218750 Penalty: 2560.154053
	Iteration 16Q: 3 clusters Score -111016.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -111021.695312 Penalty: 2560.154053
	Iteration 17Q: 3 clusters Score -111021.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -111028.539062 Penalty: 2560.154053
	Iteration 18Q: 3 clusters Score -111028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -111032.085938 Penalty: 2560.154053
	Iteration 19Q: 3 clusters Score -111032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -111033.640625 Penalty: 2560.154053
	Iteration 20F: 3 clusters Score -111033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -216083.015625 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -216083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -212985.078125 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -212985.1 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -213817.578125 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -213817.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -214126.062500 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -214126.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -214400.031250 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -214400 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -214681.718750 Penalty: 2661.594482
	Iteration 4F: 3 clusters Score -214681.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214948.625000 Penalty: 2661.594482
	Iteration 5F: 3 clusters Score -214948.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215128.234375 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -215128.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215269.000000 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -215269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215357.140625 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -215357.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -215394.906250 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -215394.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -215418.984375 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -215419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215433.109375 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -215433.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215444.015625 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -215444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -215452.359375 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -215452.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -215457.609375 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -215457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -215461.437500 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -215461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -215464.031250 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -215464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -215470.125000 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -215470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -215471.265625 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -215471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215470.937500 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -215470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215470.937500 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -215470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -90561.343750 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -90561.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88741.796875 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -88741.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -89161.734375 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -89161.73 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89282.875000 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -89282.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -89364.390625 Penalty: 2400.804199
	Iteration 3Q: 3 clusters Score -89364.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -89450.687500 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -89450.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -89547.023438 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -89547.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -89731.210938 Penalty: 2400.804199
	Iteration 6F: 3 clusters Score -89731.21 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -90205.695312 Penalty: 2400.804199
	Iteration 7F: 3 clusters Score -90205.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -90720.601562 Penalty: 2400.804199
	Iteration 8F: 3 clusters Score -90720.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -91064.859375 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -91064.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91354.125000 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -91354.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -91483.664062 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -91483.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -91499.882812 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -91499.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91502.921875 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -91502.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91504.718750 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -91504.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91504.718750 Penalty: 2400.804199
	Iteration 15F: 3 clusters Score -91504.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 672 members 
Entering Unmasked Estep 
Score: -30942536.000000 Penalty: 88057.867188
Splitting cluster 11 changes total score from -30942542.000000 to -30942536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -234092.875000 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -234092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -230689.453125 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -230689.5 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -231579.812500 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -231579.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -231823.500000 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -231823.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -232008.343750 Penalty: 2693.937012
	Iteration 3F: 3 clusters Score -232008.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -232168.687500 Penalty: 2693.937012
	Iteration 4F: 3 clusters Score -232168.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -232374.140625 Penalty: 2693.937012
	Iteration 5F: 3 clusters Score -232374.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232647.531250 Penalty: 2693.937012
	Iteration 6F: 3 clusters Score -232647.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -232948.453125 Penalty: 2693.937012
	Iteration 7F: 3 clusters Score -232948.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -233263.875000 Penalty: 2693.937012
	Iteration 8F: 3 clusters Score -233263.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233523.109375 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -233523.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -233673.406250 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -233673.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -233774.265625 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -233774.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -233823.796875 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -233823.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233845.515625 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -233845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -233854.703125 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -233854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -233857.937500 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -233857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -233858.515625 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -233858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -233864.000000 Penalty: 2693.937012
	Iteration 17F: 3 clusters Score -233864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233865.500000 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -233865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -233868.015625 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -233868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -233867.890625 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -233867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -233869.125000 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -233869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -233869.750000 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -233869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -233870.156250 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -233870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -233870.500000 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -233870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -233871.281250 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -233871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -233871.281250 Penalty: 2693.937012
	Iteration 26F: 3 clusters Score -233871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -87838.820312 Penalty: 1197.252686
	Iteration 0F: 2 clusters Score -87838.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -86029.687500 Penalty: 2394.505371
	Iteration 0F: 3 clusters Score -86029.69 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -86434.960938 Penalty: 2394.505371
	Iteration 1F: 3 clusters Score -86434.96 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -86552.226562 Penalty: 2394.505371
	Iteration 2F: 3 clusters Score -86552.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -86656.257812 Penalty: 2394.505371
	Iteration 3F: 3 clusters Score -86656.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -86770.351562 Penalty: 2394.505371
	Iteration 4F: 3 clusters Score -86770.35 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -86942.289062 Penalty: 2394.505371
	Iteration 5F: 3 clusters Score -86942.29 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -87206.218750 Penalty: 2394.505371
	Iteration 6F: 3 clusters Score -87206.22 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -87582.773438 Penalty: 2394.505371
	Iteration 7F: 3 clusters Score -87582.77 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -87814.765625 Penalty: 2394.505371
	Iteration 8F: 3 clusters Score -87814.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -87878.109375 Penalty: 2394.505371
	Iteration 9Q: 3 clusters Score -87878.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -87895.140625 Penalty: 2394.505371
	Iteration 10Q: 3 clusters Score -87895.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -87903.109375 Penalty: 2394.505371
	Iteration 11Q: 3 clusters Score -87903.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -87908.656250 Penalty: 2394.505371
	Iteration 12Q: 3 clusters Score -87908.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -87912.320312 Penalty: 2394.505371
	Iteration 13Q: 3 clusters Score -87912.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -87914.890625 Penalty: 2394.505371
	Iteration 14Q: 3 clusters Score -87914.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -87915.710938 Penalty: 2394.505371
	Iteration 15Q: 3 clusters Score -87915.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -87915.710938 Penalty: 2394.505371
	Iteration 16F: 3 clusters Score -87915.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 833 members 
Entering Unmasked Estep 
Score: -30941706.000000 Penalty: 88057.867188
Splitting cluster 13 changes total score from -30942542.000000 to -30941706.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -370627.312500 Penalty: 1420.252808
	Iteration 0F: 2 clusters Score -370627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -365865.125000 Penalty: 2840.505615
	Iteration 0F: 3 clusters Score -365865.1 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -367268.500000 Penalty: 2840.505615
	Iteration 1F: 3 clusters Score -367268.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -367517.750000 Penalty: 2840.505615
	Iteration 2F: 3 clusters Score -367517.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -367701.375000 Penalty: 2840.505615
	Iteration 3F: 3 clusters Score -367701.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -367850.562500 Penalty: 2840.505615
	Iteration 4Q: 3 clusters Score -367850.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -367993.250000 Penalty: 2840.505615
	Iteration 5Q: 3 clusters Score -367993.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -368134.156250 Penalty: 2840.505615
	Iteration 6Q: 3 clusters Score -368134.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -368314.656250 Penalty: 2840.505615
	Iteration 7Q: 3 clusters Score -368314.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -368520.031250 Penalty: 2840.505615
	Iteration 8Q: 3 clusters Score -368520 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -368742.875000 Penalty: 2840.505615
	Iteration 9Q: 3 clusters Score -368742.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -368967.312500 Penalty: 2840.505615
	Iteration 10Q: 3 clusters Score -368967.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -369167.250000 Penalty: 2840.505615
	Iteration 11Q: 3 clusters Score -369167.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -369362.968750 Penalty: 2840.505615
	Iteration 12Q: 3 clusters Score -369363 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -369498.156250 Penalty: 2840.505615
	Iteration 13Q: 3 clusters Score -369498.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -369609.156250 Penalty: 2840.505615
	Iteration 14Q: 3 clusters Score -369609.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -369677.625000 Penalty: 2840.505615
	Iteration 15Q: 3 clusters Score -369677.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -369718.562500 Penalty: 2840.505615
	Iteration 16Q: 3 clusters Score -369718.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -369752.812500 Penalty: 2840.505615
	Iteration 17Q: 3 clusters Score -369752.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -369772.687500 Penalty: 2840.505615
	Iteration 18Q: 3 clusters Score -369772.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -369783.968750 Penalty: 2840.505615
	Iteration 19Q: 3 clusters Score -369784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -369789.937500 Penalty: 2840.505615
	Iteration 20F: 3 clusters Score -369789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -369793.625000 Penalty: 2840.505615
	Iteration 21Q: 3 clusters Score -369793.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -369796.375000 Penalty: 2840.505615
	Iteration 22Q: 3 clusters Score -369796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -369797.437500 Penalty: 2840.505615
	Iteration 23Q: 3 clusters Score -369797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -369798.750000 Penalty: 2840.505615
	Iteration 24Q: 3 clusters Score -369798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -369798.218750 Penalty: 2840.505615
	Iteration 25Q: 3 clusters Score -369798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -369798.968750 Penalty: 2840.505615
	Iteration 26Q: 3 clusters Score -369799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -369797.937500 Penalty: 2840.505615
	Iteration 27Q: 3 clusters Score -369797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -369798.687500 Penalty: 2840.505615
	Iteration 28Q: 3 clusters Score -369798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -369798.593750 Penalty: 2840.505615
	Iteration 29Q: 3 clusters Score -369798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -369798.593750 Penalty: 2840.505615
	Iteration 30F: 3 clusters Score -369798.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Entering Unmasked Estep 
Score: -754573.750000 Penalty: 1560.277344
	Iteration 0F: 2 clusters Score -754573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -744290.687500 Penalty: 3120.554688
	Iteration 0F: 3 clusters Score -744290.7 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -747932.062500 Penalty: 3120.554688
	Iteration 1F: 3 clusters Score -747932.1 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -748335.062500 Penalty: 3120.554688
	Iteration 2F: 3 clusters Score -748335.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -748708.750000 Penalty: 3120.554688
	Iteration 3F: 3 clusters Score -748708.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -749007.375000 Penalty: 3120.554688
	Iteration 4F: 3 clusters Score -749007.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -749257.500000 Penalty: 3120.554688
	Iteration 5Q: 3 clusters Score -749257.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -749477.937500 Penalty: 3120.554688
	Iteration 6Q: 3 clusters Score -749477.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -749687.750000 Penalty: 3120.554688
	Iteration 7Q: 3 clusters Score -749687.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -749962.062500 Penalty: 3120.554688
	Iteration 8Q: 3 clusters Score -749962.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -750271.375000 Penalty: 3120.554688
	Iteration 9Q: 3 clusters Score -750271.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -750583.687500 Penalty: 3120.554688
	Iteration 10Q: 3 clusters Score -750583.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -750869.000000 Penalty: 3120.554688
	Iteration 11Q: 3 clusters Score -750869 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -751103.750000 Penalty: 3120.554688
	Iteration 12Q: 3 clusters Score -751103.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -751286.000000 Penalty: 3120.554688
	Iteration 13Q: 3 clusters Score -751286 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -751398.000000 Penalty: 3120.554688
	Iteration 14Q: 3 clusters Score -751398 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -751474.250000 Penalty: 3120.554688
	Iteration 15Q: 3 clusters Score -751474.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -751525.812500 Penalty: 3120.554688
	Iteration 16Q: 3 clusters Score -751525.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -751561.312500 Penalty: 3120.554688
	Iteration 17Q: 3 clusters Score -751561.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -751598.437500 Penalty: 3120.554688
	Iteration 18Q: 3 clusters Score -751598.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -751636.875000 Penalty: 3120.554688
	Iteration 19Q: 3 clusters Score -751636.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -751676.125000 Penalty: 3120.554688
	Iteration 20F: 3 clusters Score -751676.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -751713.437500 Penalty: 3120.554688
	Iteration 21Q: 3 clusters Score -751713.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -751757.625000 Penalty: 3120.554688
	Iteration 22Q: 3 clusters Score -751757.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -751804.875000 Penalty: 3120.554688
	Iteration 23Q: 3 clusters Score -751804.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -751867.250000 Penalty: 3120.554688
	Iteration 24Q: 3 clusters Score -751867.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -751932.875000 Penalty: 3120.554688
	Iteration 25Q: 3 clusters Score -751932.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -752004.125000 Penalty: 3120.554688
	Iteration 26Q: 3 clusters Score -752004.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -752060.375000 Penalty: 3120.554688
	Iteration 27Q: 3 clusters Score -752060.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -752117.687500 Penalty: 3120.554688
	Iteration 28Q: 3 clusters Score -752117.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -752176.250000 Penalty: 3120.554688
	Iteration 29Q: 3 clusters Score -752176.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -752225.812500 Penalty: 3120.554688
	Iteration 30Q: 3 clusters Score -752225.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -752255.375000 Penalty: 3120.554688
	Iteration 31Q: 3 clusters Score -752255.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -752283.875000 Penalty: 3120.554688
	Iteration 32Q: 3 clusters Score -752283.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -752307.312500 Penalty: 3120.554688
	Iteration 33Q: 3 clusters Score -752307.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -752328.312500 Penalty: 3120.554688
	Iteration 34Q: 3 clusters Score -752328.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -752343.625000 Penalty: 3120.554688
	Iteration 35Q: 3 clusters Score -752343.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -752352.687500 Penalty: 3120.554688
	Iteration 36Q: 3 clusters Score -752352.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -752365.250000 Penalty: 3120.554688
	Iteration 37Q: 3 clusters Score -752365.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -752376.750000 Penalty: 3120.554688
	Iteration 38Q: 3 clusters Score -752376.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -752383.625000 Penalty: 3120.554688
	Iteration 39Q: 3 clusters Score -752383.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -752390.875000 Penalty: 3120.554688
	Iteration 40F: 3 clusters Score -752390.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -752402.000000 Penalty: 3120.554688
	Iteration 41Q: 3 clusters Score -752402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -752414.250000 Penalty: 3120.554688
	Iteration 42Q: 3 clusters Score -752414.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -752421.750000 Penalty: 3120.554688
	Iteration 43Q: 3 clusters Score -752421.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -752432.437500 Penalty: 3120.554688
	Iteration 44Q: 3 clusters Score -752432.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -752444.937500 Penalty: 3120.554688
	Iteration 45Q: 3 clusters Score -752444.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -752458.875000 Penalty: 3120.554688
	Iteration 46Q: 3 clusters Score -752458.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -752471.062500 Penalty: 3120.554688
	Iteration 47Q: 3 clusters Score -752471.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -752485.125000 Penalty: 3120.554688
	Iteration 48Q: 3 clusters Score -752485.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -752501.250000 Penalty: 3120.554688
	Iteration 49Q: 3 clusters Score -752501.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -752515.937500 Penalty: 3120.554688
	Iteration 50Q: 3 clusters Score -752515.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -752527.250000 Penalty: 3120.554688
	Iteration 51Q: 3 clusters Score -752527.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -752548.062500 Penalty: 3120.554688
	Iteration 52Q: 3 clusters Score -752548.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -752561.125000 Penalty: 3120.554688
	Iteration 53Q: 3 clusters Score -752561.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -752578.937500 Penalty: 3120.554688
	Iteration 54Q: 3 clusters Score -752578.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -752595.312500 Penalty: 3120.554688
	Iteration 55Q: 3 clusters Score -752595.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -752606.375000 Penalty: 3120.554688
	Iteration 56Q: 3 clusters Score -752606.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -752622.312500 Penalty: 3120.554688
	Iteration 57Q: 3 clusters Score -752622.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -752637.250000 Penalty: 3120.554688
	Iteration 58Q: 3 clusters Score -752637.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -752651.687500 Penalty: 3120.554688
	Iteration 59Q: 3 clusters Score -752651.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -752667.625000 Penalty: 3120.554688
	Iteration 60F: 3 clusters Score -752667.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -752685.812500 Penalty: 3120.554688
	Iteration 61Q: 3 clusters Score -752685.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -752709.312500 Penalty: 3120.554688
	Iteration 62Q: 3 clusters Score -752709.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -752731.875000 Penalty: 3120.554688
	Iteration 63Q: 3 clusters Score -752731.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -752750.312500 Penalty: 3120.554688
	Iteration 64Q: 3 clusters Score -752750.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -752773.000000 Penalty: 3120.554688
	Iteration 65Q: 3 clusters Score -752773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -752789.375000 Penalty: 3120.554688
	Iteration 66Q: 3 clusters Score -752789.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -752807.812500 Penalty: 3120.554688
	Iteration 67Q: 3 clusters Score -752807.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -752821.625000 Penalty: 3120.554688
	Iteration 68Q: 3 clusters Score -752821.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -752834.375000 Penalty: 3120.554688
	Iteration 69Q: 3 clusters Score -752834.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -752841.000000 Penalty: 3120.554688
	Iteration 70Q: 3 clusters Score -752841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -752847.625000 Penalty: 3120.554688
	Iteration 71Q: 3 clusters Score -752847.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -752855.937500 Penalty: 3120.554688
	Iteration 72Q: 3 clusters Score -752855.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -752863.187500 Penalty: 3120.554688
	Iteration 73Q: 3 clusters Score -752863.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -752874.187500 Penalty: 3120.554688
	Iteration 74Q: 3 clusters Score -752874.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -752888.312500 Penalty: 3120.554688
	Iteration 75Q: 3 clusters Score -752888.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -752897.875000 Penalty: 3120.554688
	Iteration 76Q: 3 clusters Score -752897.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -752909.375000 Penalty: 3120.554688
	Iteration 77Q: 3 clusters Score -752909.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -752925.750000 Penalty: 3120.554688
	Iteration 78Q: 3 clusters Score -752925.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -752938.000000 Penalty: 3120.554688
	Iteration 79Q: 3 clusters Score -752938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -752945.000000 Penalty: 3120.554688
	Iteration 80F: 3 clusters Score -752945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -752951.687500 Penalty: 3120.554688
	Iteration 81Q: 3 clusters Score -752951.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -752959.687500 Penalty: 3120.554688
	Iteration 82Q: 3 clusters Score -752959.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -752963.687500 Penalty: 3120.554688
	Iteration 83Q: 3 clusters Score -752963.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -752972.562500 Penalty: 3120.554688
	Iteration 84Q: 3 clusters Score -752972.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -752981.187500 Penalty: 3120.554688
	Iteration 85Q: 3 clusters Score -752981.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -752990.125000 Penalty: 3120.554688
	Iteration 86Q: 3 clusters Score -752990.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -752990.875000 Penalty: 3120.554688
	Iteration 87Q: 3 clusters Score -752990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -752993.250000 Penalty: 3120.554688
	Iteration 88Q: 3 clusters Score -752993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -752995.500000 Penalty: 3120.554688
	Iteration 89Q: 3 clusters Score -752995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -752998.812500 Penalty: 3120.554688
	Iteration 90Q: 3 clusters Score -752998.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -753004.187500 Penalty: 3120.554688
	Iteration 91Q: 3 clusters Score -753004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -753008.625000 Penalty: 3120.554688
	Iteration 92Q: 3 clusters Score -753008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -753011.500000 Penalty: 3120.554688
	Iteration 93Q: 3 clusters Score -753011.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -753016.187500 Penalty: 3120.554688
	Iteration 94Q: 3 clusters Score -753016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -753022.375000 Penalty: 3120.554688
	Iteration 95Q: 3 clusters Score -753022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -753021.187500 Penalty: 3120.554688
	Iteration 96Q: 3 clusters Score -753021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -753025.375000 Penalty: 3120.554688
	Iteration 97Q: 3 clusters Score -753025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -753027.750000 Penalty: 3120.554688
	Iteration 98Q: 3 clusters Score -753027.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -753031.500000 Penalty: 3120.554688
	Iteration 99Q: 3 clusters Score -753031.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -753036.625000 Penalty: 3120.554688
	Iteration 100F: 3 clusters Score -753036.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -753039.125000 Penalty: 3120.554688
	Iteration 101Q: 3 clusters Score -753039.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -753042.000000 Penalty: 3120.554688
	Iteration 102Q: 3 clusters Score -753042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -753044.250000 Penalty: 3120.554688
	Iteration 103Q: 3 clusters Score -753044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -753046.750000 Penalty: 3120.554688
	Iteration 104Q: 3 clusters Score -753046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -753049.250000 Penalty: 3120.554688
	Iteration 105Q: 3 clusters Score -753049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -753053.312500 Penalty: 3120.554688
	Iteration 106Q: 3 clusters Score -753053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -753052.937500 Penalty: 3120.554688
	Iteration 107Q: 3 clusters Score -753052.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -753058.312500 Penalty: 3120.554688
	Iteration 108Q: 3 clusters Score -753058.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -753064.125000 Penalty: 3120.554688
	Iteration 109Q: 3 clusters Score -753064.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -753070.875000 Penalty: 3120.554688
	Iteration 110Q: 3 clusters Score -753070.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -753081.062500 Penalty: 3120.554688
	Iteration 111Q: 3 clusters Score -753081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -753088.562500 Penalty: 3120.554688
	Iteration 112Q: 3 clusters Score -753088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -753094.187500 Penalty: 3120.554688
	Iteration 113Q: 3 clusters Score -753094.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -753100.437500 Penalty: 3120.554688
	Iteration 114Q: 3 clusters Score -753100.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -753105.375000 Penalty: 3120.554688
	Iteration 115Q: 3 clusters Score -753105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -753107.375000 Penalty: 3120.554688
	Iteration 116Q: 3 clusters Score -753107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -753106.875000 Penalty: 3120.554688
	Iteration 117Q: 3 clusters Score -753106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -753109.437500 Penalty: 3120.554688
	Iteration 118Q: 3 clusters Score -753109.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -753113.937500 Penalty: 3120.554688
	Iteration 119Q: 3 clusters Score -753113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -753121.750000 Penalty: 3120.554688
	Iteration 120F: 3 clusters Score -753121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -753128.437500 Penalty: 3120.554688
	Iteration 121Q: 3 clusters Score -753128.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -753132.812500 Penalty: 3120.554688
	Iteration 122Q: 3 clusters Score -753132.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -753136.250000 Penalty: 3120.554688
	Iteration 123Q: 3 clusters Score -753136.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -753140.000000 Penalty: 3120.554688
	Iteration 124Q: 3 clusters Score -753140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -753144.062500 Penalty: 3120.554688
	Iteration 125Q: 3 clusters Score -753144.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -753147.187500 Penalty: 3120.554688
	Iteration 126Q: 3 clusters Score -753147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -753152.250000 Penalty: 3120.554688
	Iteration 127Q: 3 clusters Score -753152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -753156.437500 Penalty: 3120.554688
	Iteration 128Q: 3 clusters Score -753156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -753161.750000 Penalty: 3120.554688
	Iteration 129Q: 3 clusters Score -753161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -753165.125000 Penalty: 3120.554688
	Iteration 130Q: 3 clusters Score -753165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -753166.562500 Penalty: 3120.554688
	Iteration 131Q: 3 clusters Score -753166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -753168.625000 Penalty: 3120.554688
	Iteration 132Q: 3 clusters Score -753168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -753171.125000 Penalty: 3120.554688
	Iteration 133Q: 3 clusters Score -753171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -753172.687500 Penalty: 3120.554688
	Iteration 134Q: 3 clusters Score -753172.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -753175.687500 Penalty: 3120.554688
	Iteration 135Q: 3 clusters Score -753175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -753181.500000 Penalty: 3120.554688
	Iteration 136Q: 3 clusters Score -753181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -753182.437500 Penalty: 3120.554688
	Iteration 137Q: 3 clusters Score -753182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -753191.250000 Penalty: 3120.554688
	Iteration 138Q: 3 clusters Score -753191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -753193.500000 Penalty: 3120.554688
	Iteration 139Q: 3 clusters Score -753193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -753194.312500 Penalty: 3120.554688
	Iteration 140F: 3 clusters Score -753194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -753198.562500 Penalty: 3120.554688
	Iteration 141Q: 3 clusters Score -753198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -753201.812500 Penalty: 3120.554688
	Iteration 142Q: 3 clusters Score -753201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -753200.812500 Penalty: 3120.554688
	Iteration 143Q: 3 clusters Score -753200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -753201.562500 Penalty: 3120.554688
	Iteration 144Q: 3 clusters Score -753201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -753202.062500 Penalty: 3120.554688
	Iteration 145Q: 3 clusters Score -753202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -753203.875000 Penalty: 3120.554688
	Iteration 146Q: 3 clusters Score -753203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -753205.250000 Penalty: 3120.554688
	Iteration 147Q: 3 clusters Score -753205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -753205.437500 Penalty: 3120.554688
	Iteration 148Q: 3 clusters Score -753205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -753206.312500 Penalty: 3120.554688
	Iteration 149Q: 3 clusters Score -753206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -753208.437500 Penalty: 3120.554688
	Iteration 150Q: 3 clusters Score -753208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -753208.625000 Penalty: 3120.554688
	Iteration 151Q: 3 clusters Score -753208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -753211.375000 Penalty: 3120.554688
	Iteration 152Q: 3 clusters Score -753211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -753211.437500 Penalty: 3120.554688
	Iteration 153Q: 3 clusters Score -753211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -753212.750000 Penalty: 3120.554688
	Iteration 154Q: 3 clusters Score -753212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -753212.250000 Penalty: 3120.554688
	Iteration 155Q: 3 clusters Score -753212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -753214.062500 Penalty: 3120.554688
	Iteration 156Q: 3 clusters Score -753214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -753214.062500 Penalty: 3120.554688
	Iteration 157F: 3 clusters Score -753214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -86713.468750 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -86713.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -84913.023438 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -84913.02 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -85326.585938 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -85326.59 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85481.609375 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -85481.61 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -85625.570312 Penalty: 2388.708984
	Iteration 3F: 3 clusters Score -85625.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85804.171875 Penalty: 2388.708984
	Iteration 4F: 3 clusters Score -85804.17 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85954.335938 Penalty: 2388.708984
	Iteration 5F: 3 clusters Score -85954.34 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86081.062500 Penalty: 2388.708984
	Iteration 6F: 3 clusters Score -86081.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86173.882812 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -86173.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86235.890625 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -86235.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86304.125000 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -86304.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86375.601562 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -86375.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86422.656250 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -86422.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86443.093750 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -86443.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86452.742188 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -86452.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86455.796875 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -86455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86458.062500 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -86458.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86461.421875 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -86461.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86464.023438 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -86464.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86465.359375 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -86465.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86465.539062 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -86465.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86465.539062 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -86465.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -272007.718750 Penalty: 1380.827271
	Iteration 0F: 2 clusters Score -272007.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -268051.562500 Penalty: 2761.654541
	Iteration 0F: 3 clusters Score -268051.6 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -269119.875000 Penalty: 2761.654541
	Iteration 1F: 3 clusters Score -269119.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -269285.343750 Penalty: 2761.654541
	Iteration 2F: 3 clusters Score -269285.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -269407.343750 Penalty: 2761.654541
	Iteration 3Q: 3 clusters Score -269407.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -269491.312500 Penalty: 2761.654541
	Iteration 4Q: 3 clusters Score -269491.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -269557.625000 Penalty: 2761.654541
	Iteration 5Q: 3 clusters Score -269557.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -269623.531250 Penalty: 2761.654541
	Iteration 6Q: 3 clusters Score -269623.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -269678.375000 Penalty: 2761.654541
	Iteration 7Q: 3 clusters Score -269678.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -269730.843750 Penalty: 2761.654541
	Iteration 8Q: 3 clusters Score -269730.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -269775.125000 Penalty: 2761.654541
	Iteration 9Q: 3 clusters Score -269775.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -269815.718750 Penalty: 2761.654541
	Iteration 10Q: 3 clusters Score -269815.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -269855.656250 Penalty: 2761.654541
	Iteration 11Q: 3 clusters Score -269855.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -269893.312500 Penalty: 2761.654541
	Iteration 12Q: 3 clusters Score -269893.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -269929.281250 Penalty: 2761.654541
	Iteration 13Q: 3 clusters Score -269929.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -269962.437500 Penalty: 2761.654541
	Iteration 14Q: 3 clusters Score -269962.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -269993.625000 Penalty: 2761.654541
	Iteration 15Q: 3 clusters Score -269993.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -270029.218750 Penalty: 2761.654541
	Iteration 16Q: 3 clusters Score -270029.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -270075.187500 Penalty: 2761.654541
	Iteration 17Q: 3 clusters Score -270075.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -270120.875000 Penalty: 2761.654541
	Iteration 18Q: 3 clusters Score -270120.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -270164.125000 Penalty: 2761.654541
	Iteration 19Q: 3 clusters Score -270164.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -270205.468750 Penalty: 2761.654541
	Iteration 20F: 3 clusters Score -270205.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -270243.875000 Penalty: 2761.654541
	Iteration 21Q: 3 clusters Score -270243.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -270280.031250 Penalty: 2761.654541
	Iteration 22Q: 3 clusters Score -270280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -270314.500000 Penalty: 2761.654541
	Iteration 23Q: 3 clusters Score -270314.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -270348.718750 Penalty: 2761.654541
	Iteration 24Q: 3 clusters Score -270348.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -270379.406250 Penalty: 2761.654541
	Iteration 25Q: 3 clusters Score -270379.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -270410.687500 Penalty: 2761.654541
	Iteration 26Q: 3 clusters Score -270410.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -270441.906250 Penalty: 2761.654541
	Iteration 27Q: 3 clusters Score -270441.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -270467.031250 Penalty: 2761.654541
	Iteration 28Q: 3 clusters Score -270467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -270489.000000 Penalty: 2761.654541
	Iteration 29Q: 3 clusters Score -270489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -270506.562500 Penalty: 2761.654541
	Iteration 30Q: 3 clusters Score -270506.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -270519.500000 Penalty: 2761.654541
	Iteration 31Q: 3 clusters Score -270519.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -270529.156250 Penalty: 2761.654541
	Iteration 32Q: 3 clusters Score -270529.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -270542.218750 Penalty: 2761.654541
	Iteration 33Q: 3 clusters Score -270542.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -270559.312500 Penalty: 2761.654541
	Iteration 34Q: 3 clusters Score -270559.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -270579.593750 Penalty: 2761.654541
	Iteration 35Q: 3 clusters Score -270579.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -270604.406250 Penalty: 2761.654541
	Iteration 36Q: 3 clusters Score -270604.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -270629.375000 Penalty: 2761.654541
	Iteration 37Q: 3 clusters Score -270629.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -270651.343750 Penalty: 2761.654541
	Iteration 38Q: 3 clusters Score -270651.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -270670.937500 Penalty: 2761.654541
	Iteration 39Q: 3 clusters Score -270670.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -270686.562500 Penalty: 2761.654541
	Iteration 40F: 3 clusters Score -270686.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -270704.968750 Penalty: 2761.654541
	Iteration 41Q: 3 clusters Score -270705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -270721.812500 Penalty: 2761.654541
	Iteration 42Q: 3 clusters Score -270721.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -270736.281250 Penalty: 2761.654541
	Iteration 43Q: 3 clusters Score -270736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -270745.031250 Penalty: 2761.654541
	Iteration 44Q: 3 clusters Score -270745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -270748.593750 Penalty: 2761.654541
	Iteration 45Q: 3 clusters Score -270748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -270756.312500 Penalty: 2761.654541
	Iteration 46Q: 3 clusters Score -270756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -270764.281250 Penalty: 2761.654541
	Iteration 47Q: 3 clusters Score -270764.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -270773.906250 Penalty: 2761.654541
	Iteration 48Q: 3 clusters Score -270773.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -270784.375000 Penalty: 2761.654541
	Iteration 49Q: 3 clusters Score -270784.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -270792.781250 Penalty: 2761.654541
	Iteration 50Q: 3 clusters Score -270792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -270800.062500 Penalty: 2761.654541
	Iteration 51Q: 3 clusters Score -270800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -270806.375000 Penalty: 2761.654541
	Iteration 52Q: 3 clusters Score -270806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -270811.062500 Penalty: 2761.654541
	Iteration 53Q: 3 clusters Score -270811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -270814.718750 Penalty: 2761.654541
	Iteration 54Q: 3 clusters Score -270814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -270817.875000 Penalty: 2761.654541
	Iteration 55Q: 3 clusters Score -270817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -270822.250000 Penalty: 2761.654541
	Iteration 56Q: 3 clusters Score -270822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -270823.406250 Penalty: 2761.654541
	Iteration 57Q: 3 clusters Score -270823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -270826.437500 Penalty: 2761.654541
	Iteration 58Q: 3 clusters Score -270826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -270828.812500 Penalty: 2761.654541
	Iteration 59Q: 3 clusters Score -270828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -270830.812500 Penalty: 2761.654541
	Iteration 60F: 3 clusters Score -270830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -270833.406250 Penalty: 2761.654541
	Iteration 61Q: 3 clusters Score -270833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -270834.781250 Penalty: 2761.654541
	Iteration 62Q: 3 clusters Score -270834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -270835.250000 Penalty: 2761.654541
	Iteration 63Q: 3 clusters Score -270835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -270835.468750 Penalty: 2761.654541
	Iteration 64Q: 3 clusters Score -270835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -270835.468750 Penalty: 2761.654541
	Iteration 65F: 3 clusters Score -270835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -340749.156250 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -340749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -335789.906250 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -335789.9 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -337389.875000 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -337389.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -337762.500000 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -337762.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -338085.093750 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -338085.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -338362.125000 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -338362.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -338611.843750 Penalty: 2853.656006
	Iteration 5F: 3 clusters Score -338611.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -338813.343750 Penalty: 2853.656006
	Iteration 6Q: 3 clusters Score -338813.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -338998.093750 Penalty: 2853.656006
	Iteration 7Q: 3 clusters Score -338998.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -339156.343750 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -339156.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -339262.531250 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -339262.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -339323.468750 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -339323.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -339368.437500 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -339368.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -339402.437500 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -339402.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -339433.781250 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -339433.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -339458.906250 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -339458.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -339481.093750 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -339481.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -339507.343750 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -339507.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -339536.812500 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -339536.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -339561.375000 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -339561.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -339583.562500 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -339583.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -339601.125000 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -339601.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -339620.750000 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -339620.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -339638.781250 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -339638.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -339659.687500 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -339659.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -339678.812500 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -339678.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -339691.843750 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -339691.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -339705.500000 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -339705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -339714.593750 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -339714.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -339725.656250 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -339725.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -339736.406250 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -339736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -339742.312500 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -339742.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -339747.187500 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -339747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -339751.750000 Penalty: 2853.656006
	Iteration 32Q: 3 clusters Score -339751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -339758.812500 Penalty: 2853.656006
	Iteration 33Q: 3 clusters Score -339758.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -339769.718750 Penalty: 2853.656006
	Iteration 34Q: 3 clusters Score -339769.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -339778.718750 Penalty: 2853.656006
	Iteration 35Q: 3 clusters Score -339778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -339783.062500 Penalty: 2853.656006
	Iteration 36Q: 3 clusters Score -339783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -339787.343750 Penalty: 2853.656006
	Iteration 37Q: 3 clusters Score -339787.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -339792.750000 Penalty: 2853.656006
	Iteration 38Q: 3 clusters Score -339792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -339798.406250 Penalty: 2853.656006
	Iteration 39Q: 3 clusters Score -339798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -339802.312500 Penalty: 2853.656006
	Iteration 40F: 3 clusters Score -339802.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -339805.656250 Penalty: 2853.656006
	Iteration 41Q: 3 clusters Score -339805.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -339808.875000 Penalty: 2853.656006
	Iteration 42Q: 3 clusters Score -339808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -339812.000000 Penalty: 2853.656006
	Iteration 43Q: 3 clusters Score -339812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -339814.687500 Penalty: 2853.656006
	Iteration 44Q: 3 clusters Score -339814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -339814.875000 Penalty: 2853.656006
	Iteration 45Q: 3 clusters Score -339814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -339815.812500 Penalty: 2853.656006
	Iteration 46Q: 3 clusters Score -339815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -339816.281250 Penalty: 2853.656006
	Iteration 47Q: 3 clusters Score -339816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -339818.593750 Penalty: 2853.656006
	Iteration 48Q: 3 clusters Score -339818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -339819.218750 Penalty: 2853.656006
	Iteration 49Q: 3 clusters Score -339819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -339819.375000 Penalty: 2853.656006
	Iteration 50Q: 3 clusters Score -339819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -339819.687500 Penalty: 2853.656006
	Iteration 51Q: 3 clusters Score -339819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -339819.687500 Penalty: 2853.656006
	Iteration 52F: 3 clusters Score -339819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Entering Unmasked Estep 
Score: -1513531.500000 Penalty: 1644.808716
	Iteration 0F: 2 clusters Score -1513532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1496813.250000 Penalty: 3289.617432
	Iteration 0F: 3 clusters Score -1496813 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1502679.750000 Penalty: 3289.617432
	Iteration 1F: 3 clusters Score -1502680 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1502964.500000 Penalty: 3289.617432
	Iteration 2Q: 3 clusters Score -1502964 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1503214.000000 Penalty: 3289.617432
	Iteration 3Q: 3 clusters Score -1503214 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1503460.750000 Penalty: 3289.617432
	Iteration 4Q: 3 clusters Score -1503461 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1503731.875000 Penalty: 3289.617432
	Iteration 5Q: 3 clusters Score -1503732 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1504037.125000 Penalty: 3289.617432
	Iteration 6Q: 3 clusters Score -1504037 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1504362.375000 Penalty: 3289.617432
	Iteration 7Q: 3 clusters Score -1504362 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1504848.000000 Penalty: 3289.617432
	Iteration 8Q: 3 clusters Score -1504848 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1505572.875000 Penalty: 3289.617432
	Iteration 9F: 3 clusters Score -1505573 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1506589.250000 Penalty: 3289.617432
	Iteration 10F: 3 clusters Score -1506589 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1507970.250000 Penalty: 3289.617432
	Iteration 11F: 3 clusters Score -1507970 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1509329.250000 Penalty: 3289.617432
	Iteration 12F: 3 clusters Score -1509329 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1510500.500000 Penalty: 3289.617432
	Iteration 13F: 3 clusters Score -1510500 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1511291.000000 Penalty: 3289.617432
	Iteration 14Q: 3 clusters Score -1511291 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1511662.000000 Penalty: 3289.617432
	Iteration 15Q: 3 clusters Score -1511662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1511843.875000 Penalty: 3289.617432
	Iteration 16Q: 3 clusters Score -1511844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1511933.125000 Penalty: 3289.617432
	Iteration 17Q: 3 clusters Score -1511933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1511969.000000 Penalty: 3289.617432
	Iteration 18Q: 3 clusters Score -1511969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1511992.125000 Penalty: 3289.617432
	Iteration 19Q: 3 clusters Score -1511992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1512007.500000 Penalty: 3289.617432
	Iteration 20F: 3 clusters Score -1512008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1512030.500000 Penalty: 3289.617432
	Iteration 21Q: 3 clusters Score -1512030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1512051.125000 Penalty: 3289.617432
	Iteration 22Q: 3 clusters Score -1512051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1512057.625000 Penalty: 3289.617432
	Iteration 23Q: 3 clusters Score -1512058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1512062.375000 Penalty: 3289.617432
	Iteration 24Q: 3 clusters Score -1512062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1512070.250000 Penalty: 3289.617432
	Iteration 25Q: 3 clusters Score -1512070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1512081.000000 Penalty: 3289.617432
	Iteration 26Q: 3 clusters Score -1512081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1512084.125000 Penalty: 3289.617432
	Iteration 27Q: 3 clusters Score -1512084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1512085.250000 Penalty: 3289.617432
	Iteration 28Q: 3 clusters Score -1512085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1512085.250000 Penalty: 3289.617432
	Iteration 29F: 3 clusters Score -1512085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Entering Unmasked Estep 
Score: -4182672.750000 Penalty: 1810.583130
	Iteration 0F: 2 clusters Score -4182673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4136358.250000 Penalty: 3621.166260
	Iteration 0F: 3 clusters Score -4136358 nChanged 32677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4155284.000000 Penalty: 3621.166260
	Iteration 1F: 3 clusters Score -4155284 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4156190.250000 Penalty: 3621.166260
	Iteration 2Q: 3 clusters Score -4156190 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4157301.500000 Penalty: 3621.166260
	Iteration 3Q: 3 clusters Score -4157302 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4158814.000000 Penalty: 3621.166260
	Iteration 4Q: 3 clusters Score -4158814 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4160734.500000 Penalty: 3621.166260
	Iteration 5F: 3 clusters Score -4160734 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4162779.000000 Penalty: 3621.166260
	Iteration 6F: 3 clusters Score -4162779 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -4164799.750000 Penalty: 3621.166260
	Iteration 7F: 3 clusters Score -4164800 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4166420.750000 Penalty: 3621.166260
	Iteration 8F: 3 clusters Score -4166421 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4167543.750000 Penalty: 3621.166260
	Iteration 9Q: 3 clusters Score -4167544 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4168270.750000 Penalty: 3621.166260
	Iteration 10Q: 3 clusters Score -4168271 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4168866.000000 Penalty: 3621.166260
	Iteration 11Q: 3 clusters Score -4168866 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -4169287.750000 Penalty: 3621.166260
	Iteration 12Q: 3 clusters Score -4169288 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4169678.250000 Penalty: 3621.166260
	Iteration 13Q: 3 clusters Score -4169678 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4170040.250000 Penalty: 3621.166260
	Iteration 14Q: 3 clusters Score -4170040 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4170407.500000 Penalty: 3621.166260
	Iteration 15Q: 3 clusters Score -4170408 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4170827.000000 Penalty: 3621.166260
	Iteration 16Q: 3 clusters Score -4170827 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4171301.750000 Penalty: 3621.166260
	Iteration 17Q: 3 clusters Score -4171302 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4171801.250000 Penalty: 3621.166260
	Iteration 18Q: 3 clusters Score -4171801 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4172294.500000 Penalty: 3621.166260
	Iteration 19Q: 3 clusters Score -4172294 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4172797.000000 Penalty: 3621.166260
	Iteration 20F: 3 clusters Score -4172797 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -4173363.500000 Penalty: 3621.166260
	Iteration 21Q: 3 clusters Score -4173364 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4173949.250000 Penalty: 3621.166260
	Iteration 22Q: 3 clusters Score -4173949 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4174566.500000 Penalty: 3621.166260
	Iteration 23Q: 3 clusters Score -4174566 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4175270.250000 Penalty: 3621.166260
	Iteration 24Q: 3 clusters Score -4175270 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4175976.500000 Penalty: 3621.166260
	Iteration 25Q: 3 clusters Score -4175976 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4176767.500000 Penalty: 3621.166260
	Iteration 26Q: 3 clusters Score -4176768 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4177547.750000 Penalty: 3621.166260
	Iteration 27Q: 3 clusters Score -4177548 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4178261.500000 Penalty: 3621.166260
	Iteration 28Q: 3 clusters Score -4178262 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4178916.000000 Penalty: 3621.166260
	Iteration 29Q: 3 clusters Score -4178916 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4179498.500000 Penalty: 3621.166260
	Iteration 30Q: 3 clusters Score -4179498 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4179980.250000 Penalty: 3621.166260
	Iteration 31Q: 3 clusters Score -4179980 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4180357.500000 Penalty: 3621.166260
	Iteration 32Q: 3 clusters Score -4180358 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4180613.750000 Penalty: 3621.166260
	Iteration 33Q: 3 clusters Score -4180614 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4180795.500000 Penalty: 3621.166260
	Iteration 34Q: 3 clusters Score -4180796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4180888.500000 Penalty: 3621.166260
	Iteration 35Q: 3 clusters Score -4180888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4180946.000000 Penalty: 3621.166260
	Iteration 36Q: 3 clusters Score -4180946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4180977.500000 Penalty: 3621.166260
	Iteration 37Q: 3 clusters Score -4180978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4181001.000000 Penalty: 3621.166260
	Iteration 38Q: 3 clusters Score -4181001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4181034.000000 Penalty: 3621.166260
	Iteration 39Q: 3 clusters Score -4181034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4181048.500000 Penalty: 3621.166260
	Iteration 40F: 3 clusters Score -4181048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4181059.500000 Penalty: 3621.166260
	Iteration 41Q: 3 clusters Score -4181060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4181068.250000 Penalty: 3621.166260
	Iteration 42Q: 3 clusters Score -4181068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4181081.250000 Penalty: 3621.166260
	Iteration 43Q: 3 clusters Score -4181081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4181090.250000 Penalty: 3621.166260
	Iteration 44Q: 3 clusters Score -4181090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4181097.250000 Penalty: 3621.166260
	Iteration 45Q: 3 clusters Score -4181097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4181100.500000 Penalty: 3621.166260
	Iteration 46Q: 3 clusters Score -4181100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4181099.000000 Penalty: 3621.166260
	Iteration 47Q: 3 clusters Score -4181099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4181100.250000 Penalty: 3621.166260
	Iteration 48Q: 3 clusters Score -4181100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4181101.000000 Penalty: 3621.166260
	Iteration 49Q: 3 clusters Score -4181101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4181102.250000 Penalty: 3621.166260
	Iteration 50Q: 3 clusters Score -4181102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4181106.750000 Penalty: 3621.166260
	Iteration 51Q: 3 clusters Score -4181107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4181104.250000 Penalty: 3621.166260
	Iteration 52Q: 3 clusters Score -4181104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4181106.000000 Penalty: 3621.166260
	Iteration 53Q: 3 clusters Score -4181106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4181109.250000 Penalty: 3621.166260
	Iteration 54Q: 3 clusters Score -4181109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4181111.500000 Penalty: 3621.166260
	Iteration 55Q: 3 clusters Score -4181112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4181113.750000 Penalty: 3621.166260
	Iteration 56Q: 3 clusters Score -4181114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4181116.750000 Penalty: 3621.166260
	Iteration 57Q: 3 clusters Score -4181117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4181119.750000 Penalty: 3621.166260
	Iteration 58Q: 3 clusters Score -4181120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4181122.750000 Penalty: 3621.166260
	Iteration 59Q: 3 clusters Score -4181123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4181122.750000 Penalty: 3621.166260
	Iteration 60F: 3 clusters Score -4181123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -255487.781250 Penalty: 1363.160156
	Iteration 0F: 2 clusters Score -255487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -251910.171875 Penalty: 2726.320312
	Iteration 0F: 3 clusters Score -251910.2 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -252884.890625 Penalty: 2726.320312
	Iteration 1F: 3 clusters Score -252884.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -253048.062500 Penalty: 2726.320312
	Iteration 2F: 3 clusters Score -253048.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -253150.343750 Penalty: 2726.320312
	Iteration 3F: 3 clusters Score -253150.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -253229.953125 Penalty: 2726.320312
	Iteration 4Q: 3 clusters Score -253230 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -253289.812500 Penalty: 2726.320312
	Iteration 5Q: 3 clusters Score -253289.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -253355.515625 Penalty: 2726.320312
	Iteration 6Q: 3 clusters Score -253355.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -253415.218750 Penalty: 2726.320312
	Iteration 7Q: 3 clusters Score -253415.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -253473.843750 Penalty: 2726.320312
	Iteration 8Q: 3 clusters Score -253473.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -253538.312500 Penalty: 2726.320312
	Iteration 9Q: 3 clusters Score -253538.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -253604.765625 Penalty: 2726.320312
	Iteration 10Q: 3 clusters Score -253604.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -253672.953125 Penalty: 2726.320312
	Iteration 11Q: 3 clusters Score -253673 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -253736.718750 Penalty: 2726.320312
	Iteration 12Q: 3 clusters Score -253736.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -253816.656250 Penalty: 2726.320312
	Iteration 13Q: 3 clusters Score -253816.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253877.437500 Penalty: 2726.320312
	Iteration 14Q: 3 clusters Score -253877.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253935.328125 Penalty: 2726.320312
	Iteration 15Q: 3 clusters Score -253935.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -253999.187500 Penalty: 2726.320312
	Iteration 16Q: 3 clusters Score -253999.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254043.453125 Penalty: 2726.320312
	Iteration 17Q: 3 clusters Score -254043.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -254078.812500 Penalty: 2726.320312
	Iteration 18Q: 3 clusters Score -254078.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -254122.687500 Penalty: 2726.320312
	Iteration 19Q: 3 clusters Score -254122.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -254158.718750 Penalty: 2726.320312
	Iteration 20F: 3 clusters Score -254158.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -254196.125000 Penalty: 2726.320312
	Iteration 21Q: 3 clusters Score -254196.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254228.109375 Penalty: 2726.320312
	Iteration 22Q: 3 clusters Score -254228.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -254248.953125 Penalty: 2726.320312
	Iteration 23Q: 3 clusters Score -254249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -254264.765625 Penalty: 2726.320312
	Iteration 24Q: 3 clusters Score -254264.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -254275.171875 Penalty: 2726.320312
	Iteration 25Q: 3 clusters Score -254275.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -254283.359375 Penalty: 2726.320312
	Iteration 26Q: 3 clusters Score -254283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -254285.562500 Penalty: 2726.320312
	Iteration 27Q: 3 clusters Score -254285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -254288.406250 Penalty: 2726.320312
	Iteration 28Q: 3 clusters Score -254288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -254294.359375 Penalty: 2726.320312
	Iteration 29Q: 3 clusters Score -254294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -254299.078125 Penalty: 2726.320312
	Iteration 30Q: 3 clusters Score -254299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -254300.031250 Penalty: 2726.320312
	Iteration 31Q: 3 clusters Score -254300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -254301.750000 Penalty: 2726.320312
	Iteration 32Q: 3 clusters Score -254301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -254303.375000 Penalty: 2726.320312
	Iteration 33Q: 3 clusters Score -254303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -254304.703125 Penalty: 2726.320312
	Iteration 34Q: 3 clusters Score -254304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -254307.265625 Penalty: 2726.320312
	Iteration 35Q: 3 clusters Score -254307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -254310.046875 Penalty: 2726.320312
	Iteration 36Q: 3 clusters Score -254310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -254313.312500 Penalty: 2726.320312
	Iteration 37Q: 3 clusters Score -254313.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -254318.437500 Penalty: 2726.320312
	Iteration 38Q: 3 clusters Score -254318.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -254325.281250 Penalty: 2726.320312
	Iteration 39Q: 3 clusters Score -254325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -254328.578125 Penalty: 2726.320312
	Iteration 40F: 3 clusters Score -254328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -254332.703125 Penalty: 2726.320312
	Iteration 41Q: 3 clusters Score -254332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -254334.437500 Penalty: 2726.320312
	Iteration 42Q: 3 clusters Score -254334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -254334.703125 Penalty: 2726.320312
	Iteration 43Q: 3 clusters Score -254334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -254334.703125 Penalty: 2726.320312
	Iteration 44F: 3 clusters Score -254334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -448841.312500 Penalty: 1473.545166
	Iteration 0F: 2 clusters Score -448841.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -442540.312500 Penalty: 2947.090332
	Iteration 0F: 3 clusters Score -442540.3 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -444682.218750 Penalty: 2947.090332
	Iteration 1F: 3 clusters Score -444682.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -445164.156250 Penalty: 2947.090332
	Iteration 2F: 3 clusters Score -445164.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -445674.343750 Penalty: 2947.090332
	Iteration 3F: 3 clusters Score -445674.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -446139.843750 Penalty: 2947.090332
	Iteration 4F: 3 clusters Score -446139.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -446508.218750 Penalty: 2947.090332
	Iteration 5F: 3 clusters Score -446508.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -446806.375000 Penalty: 2947.090332
	Iteration 6Q: 3 clusters Score -446806.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -447054.312500 Penalty: 2947.090332
	Iteration 7Q: 3 clusters Score -447054.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -447232.687500 Penalty: 2947.090332
	Iteration 8Q: 3 clusters Score -447232.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -447357.218750 Penalty: 2947.090332
	Iteration 9Q: 3 clusters Score -447357.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -447451.656250 Penalty: 2947.090332
	Iteration 10Q: 3 clusters Score -447451.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -447532.375000 Penalty: 2947.090332
	Iteration 11Q: 3 clusters Score -447532.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -447589.312500 Penalty: 2947.090332
	Iteration 12Q: 3 clusters Score -447589.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -447646.531250 Penalty: 2947.090332
	Iteration 13Q: 3 clusters Score -447646.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -447694.031250 Penalty: 2947.090332
	Iteration 14Q: 3 clusters Score -447694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -447741.406250 Penalty: 2947.090332
	Iteration 15Q: 3 clusters Score -447741.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -447776.312500 Penalty: 2947.090332
	Iteration 16Q: 3 clusters Score -447776.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -447807.218750 Penalty: 2947.090332
	Iteration 17Q: 3 clusters Score -447807.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -447831.718750 Penalty: 2947.090332
	Iteration 18Q: 3 clusters Score -447831.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -447853.406250 Penalty: 2947.090332
	Iteration 19Q: 3 clusters Score -447853.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -447873.125000 Penalty: 2947.090332
	Iteration 20F: 3 clusters Score -447873.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -447898.218750 Penalty: 2947.090332
	Iteration 21Q: 3 clusters Score -447898.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -447928.593750 Penalty: 2947.090332
	Iteration 22Q: 3 clusters Score -447928.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -447955.468750 Penalty: 2947.090332
	Iteration 23Q: 3 clusters Score -447955.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -447983.437500 Penalty: 2947.090332
	Iteration 24Q: 3 clusters Score -447983.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -448007.593750 Penalty: 2947.090332
	Iteration 25Q: 3 clusters Score -448007.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -448026.250000 Penalty: 2947.090332
	Iteration 26Q: 3 clusters Score -448026.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -448044.562500 Penalty: 2947.090332
	Iteration 27Q: 3 clusters Score -448044.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -448062.156250 Penalty: 2947.090332
	Iteration 28Q: 3 clusters Score -448062.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -448075.250000 Penalty: 2947.090332
	Iteration 29Q: 3 clusters Score -448075.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -448093.250000 Penalty: 2947.090332
	Iteration 30Q: 3 clusters Score -448093.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -448111.750000 Penalty: 2947.090332
	Iteration 31Q: 3 clusters Score -448111.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -448125.687500 Penalty: 2947.090332
	Iteration 32Q: 3 clusters Score -448125.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -448133.718750 Penalty: 2947.090332
	Iteration 33Q: 3 clusters Score -448133.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -448140.750000 Penalty: 2947.090332
	Iteration 34Q: 3 clusters Score -448140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -448146.781250 Penalty: 2947.090332
	Iteration 35Q: 3 clusters Score -448146.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -448153.343750 Penalty: 2947.090332
	Iteration 36Q: 3 clusters Score -448153.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -448160.437500 Penalty: 2947.090332
	Iteration 37Q: 3 clusters Score -448160.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -448166.687500 Penalty: 2947.090332
	Iteration 38Q: 3 clusters Score -448166.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -448172.125000 Penalty: 2947.090332
	Iteration 39Q: 3 clusters Score -448172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -448174.281250 Penalty: 2947.090332
	Iteration 40F: 3 clusters Score -448174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -448176.187500 Penalty: 2947.090332
	Iteration 41Q: 3 clusters Score -448176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -448177.375000 Penalty: 2947.090332
	Iteration 42Q: 3 clusters Score -448177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -448177.312500 Penalty: 2947.090332
	Iteration 43Q: 3 clusters Score -448177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -448177.500000 Penalty: 2947.090332
	Iteration 44Q: 3 clusters Score -448177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -448177.625000 Penalty: 2947.090332
	Iteration 45Q: 3 clusters Score -448177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -448178.750000 Penalty: 2947.090332
	Iteration 46Q: 3 clusters Score -448178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -448180.875000 Penalty: 2947.090332
	Iteration 47Q: 3 clusters Score -448180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -448181.031250 Penalty: 2947.090332
	Iteration 48Q: 3 clusters Score -448181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -448181.312500 Penalty: 2947.090332
	Iteration 49Q: 3 clusters Score -448181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -448182.843750 Penalty: 2947.090332
	Iteration 50Q: 3 clusters Score -448182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -448182.000000 Penalty: 2947.090332
	Iteration 51Q: 3 clusters Score -448182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -448182.000000 Penalty: 2947.090332
	Iteration 52F: 3 clusters Score -448182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -570488.250000 Penalty: 1485.079712
	Iteration 0F: 2 clusters Score -570488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -563815.500000 Penalty: 2970.159424
	Iteration 0F: 3 clusters Score -563815.5 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -565866.062500 Penalty: 2970.159424
	Iteration 1F: 3 clusters Score -565866.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -566128.875000 Penalty: 2970.159424
	Iteration 2F: 3 clusters Score -566128.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -566392.187500 Penalty: 2970.159424
	Iteration 3F: 3 clusters Score -566392.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -566714.250000 Penalty: 2970.159424
	Iteration 4F: 3 clusters Score -566714.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -567090.875000 Penalty: 2970.159424
	Iteration 5F: 3 clusters Score -567090.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -567510.187500 Penalty: 2970.159424
	Iteration 6F: 3 clusters Score -567510.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -567949.250000 Penalty: 2970.159424
	Iteration 7F: 3 clusters Score -567949.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -568352.375000 Penalty: 2970.159424
	Iteration 8F: 3 clusters Score -568352.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -568670.875000 Penalty: 2970.159424
	Iteration 9Q: 3 clusters Score -568670.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -568871.125000 Penalty: 2970.159424
	Iteration 10Q: 3 clusters Score -568871.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -568976.312500 Penalty: 2970.159424
	Iteration 11Q: 3 clusters Score -568976.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -569047.312500 Penalty: 2970.159424
	Iteration 12Q: 3 clusters Score -569047.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -569080.500000 Penalty: 2970.159424
	Iteration 13Q: 3 clusters Score -569080.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -569101.625000 Penalty: 2970.159424
	Iteration 14Q: 3 clusters Score -569101.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -569111.562500 Penalty: 2970.159424
	Iteration 15Q: 3 clusters Score -569111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -569118.187500 Penalty: 2970.159424
	Iteration 16Q: 3 clusters Score -569118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -569125.625000 Penalty: 2970.159424
	Iteration 17Q: 3 clusters Score -569125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -569130.250000 Penalty: 2970.159424
	Iteration 18Q: 3 clusters Score -569130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -569138.437500 Penalty: 2970.159424
	Iteration 19Q: 3 clusters Score -569138.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -569145.562500 Penalty: 2970.159424
	Iteration 20F: 3 clusters Score -569145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -569150.937500 Penalty: 2970.159424
	Iteration 21Q: 3 clusters Score -569150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -569155.500000 Penalty: 2970.159424
	Iteration 22Q: 3 clusters Score -569155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -569163.937500 Penalty: 2970.159424
	Iteration 23Q: 3 clusters Score -569163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -569176.437500 Penalty: 2970.159424
	Iteration 24Q: 3 clusters Score -569176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -569189.500000 Penalty: 2970.159424
	Iteration 25Q: 3 clusters Score -569189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -569196.625000 Penalty: 2970.159424
	Iteration 26Q: 3 clusters Score -569196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -569200.250000 Penalty: 2970.159424
	Iteration 27Q: 3 clusters Score -569200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -569209.062500 Penalty: 2970.159424
	Iteration 28Q: 3 clusters Score -569209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -569209.562500 Penalty: 2970.159424
	Iteration 29Q: 3 clusters Score -569209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -569209.562500 Penalty: 2970.159424
	Iteration 30F: 3 clusters Score -569209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Entering Unmasked Estep 
Score: -3323080.250000 Penalty: 1773.332153
	Iteration 0F: 2 clusters Score -3323080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3286405.750000 Penalty: 3546.664307
	Iteration 0F: 3 clusters Score -3286406 nChanged 25956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3300954.250000 Penalty: 3546.664307
	Iteration 1F: 3 clusters Score -3300954 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3301398.750000 Penalty: 3546.664307
	Iteration 2Q: 3 clusters Score -3301399 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3301937.000000 Penalty: 3546.664307
	Iteration 3Q: 3 clusters Score -3301937 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3302625.500000 Penalty: 3546.664307
	Iteration 4Q: 3 clusters Score -3302626 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3303542.000000 Penalty: 3546.664307
	Iteration 5Q: 3 clusters Score -3303542 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3304852.000000 Penalty: 3546.664307
	Iteration 6F: 3 clusters Score -3304852 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3306621.750000 Penalty: 3546.664307
	Iteration 7F: 3 clusters Score -3306622 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3308710.500000 Penalty: 3546.664307
	Iteration 8F: 3 clusters Score -3308710 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3310803.250000 Penalty: 3546.664307
	Iteration 9F: 3 clusters Score -3310803 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3312646.250000 Penalty: 3546.664307
	Iteration 10F: 3 clusters Score -3312646 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3314092.500000 Penalty: 3546.664307
	Iteration 11Q: 3 clusters Score -3314092 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3315424.500000 Penalty: 3546.664307
	Iteration 12Q: 3 clusters Score -3315424 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3316609.750000 Penalty: 3546.664307
	Iteration 13Q: 3 clusters Score -3316610 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3317619.750000 Penalty: 3546.664307
	Iteration 14Q: 3 clusters Score -3317620 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3318340.250000 Penalty: 3546.664307
	Iteration 15Q: 3 clusters Score -3318340 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3318897.500000 Penalty: 3546.664307
	Iteration 16Q: 3 clusters Score -3318898 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3319359.250000 Penalty: 3546.664307
	Iteration 17Q: 3 clusters Score -3319359 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3319782.250000 Penalty: 3546.664307
	Iteration 18Q: 3 clusters Score -3319782 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3320126.250000 Penalty: 3546.664307
	Iteration 19Q: 3 clusters Score -3320126 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3320396.500000 Penalty: 3546.664307
	Iteration 20F: 3 clusters Score -3320396 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3320584.250000 Penalty: 3546.664307
	Iteration 21Q: 3 clusters Score -3320584 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3320732.000000 Penalty: 3546.664307
	Iteration 22Q: 3 clusters Score -3320732 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3320883.000000 Penalty: 3546.664307
	Iteration 23Q: 3 clusters Score -3320883 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3321005.250000 Penalty: 3546.664307
	Iteration 24Q: 3 clusters Score -3321005 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3321108.000000 Penalty: 3546.664307
	Iteration 25Q: 3 clusters Score -3321108 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3321200.250000 Penalty: 3546.664307
	Iteration 26Q: 3 clusters Score -3321200 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3321294.500000 Penalty: 3546.664307
	Iteration 27Q: 3 clusters Score -3321294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3321364.750000 Penalty: 3546.664307
	Iteration 28Q: 3 clusters Score -3321365 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3321417.250000 Penalty: 3546.664307
	Iteration 29Q: 3 clusters Score -3321417 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3321460.500000 Penalty: 3546.664307
	Iteration 30Q: 3 clusters Score -3321460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3321492.250000 Penalty: 3546.664307
	Iteration 31Q: 3 clusters Score -3321492 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3321519.000000 Penalty: 3546.664307
	Iteration 32Q: 3 clusters Score -3321519 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3321529.500000 Penalty: 3546.664307
	Iteration 33Q: 3 clusters Score -3321530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3321546.250000 Penalty: 3546.664307
	Iteration 34Q: 3 clusters Score -3321546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3321552.750000 Penalty: 3546.664307
	Iteration 35Q: 3 clusters Score -3321553 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3321571.000000 Penalty: 3546.664307
	Iteration 36Q: 3 clusters Score -3321571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3321580.500000 Penalty: 3546.664307
	Iteration 37Q: 3 clusters Score -3321580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3321593.250000 Penalty: 3546.664307
	Iteration 38Q: 3 clusters Score -3321593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3321608.500000 Penalty: 3546.664307
	Iteration 39Q: 3 clusters Score -3321608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3321606.250000 Penalty: 3546.664307
	Iteration 40F: 3 clusters Score -3321606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3321616.750000 Penalty: 3546.664307
	Iteration 41Q: 3 clusters Score -3321617 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3321628.000000 Penalty: 3546.664307
	Iteration 42Q: 3 clusters Score -3321628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3321634.250000 Penalty: 3546.664307
	Iteration 43Q: 3 clusters Score -3321634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3321626.750000 Penalty: 3546.664307
	Iteration 44Q: 3 clusters Score -3321627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3321628.500000 Penalty: 3546.664307
	Iteration 45Q: 3 clusters Score -3321628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3321640.500000 Penalty: 3546.664307
	Iteration 46Q: 3 clusters Score -3321640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3321636.000000 Penalty: 3546.664307
	Iteration 47Q: 3 clusters Score -3321636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3321651.750000 Penalty: 3546.664307
	Iteration 48Q: 3 clusters Score -3321652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3321653.000000 Penalty: 3546.664307
	Iteration 49Q: 3 clusters Score -3321653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3321659.250000 Penalty: 3546.664307
	Iteration 50Q: 3 clusters Score -3321659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3321664.500000 Penalty: 3546.664307
	Iteration 51Q: 3 clusters Score -3321664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3321662.000000 Penalty: 3546.664307
	Iteration 52Q: 3 clusters Score -3321662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3321668.500000 Penalty: 3546.664307
	Iteration 53Q: 3 clusters Score -3321668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3321664.500000 Penalty: 3546.664307
	Iteration 54Q: 3 clusters Score -3321664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3321666.750000 Penalty: 3546.664307
	Iteration 55Q: 3 clusters Score -3321667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3321672.000000 Penalty: 3546.664307
	Iteration 56Q: 3 clusters Score -3321672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3321664.750000 Penalty: 3546.664307
	Iteration 57Q: 3 clusters Score -3321665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3321667.750000 Penalty: 3546.664307
	Iteration 58Q: 3 clusters Score -3321668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3321659.000000 Penalty: 3546.664307
	Iteration 59Q: 3 clusters Score -3321659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3321661.000000 Penalty: 3546.664307
	Iteration 60F: 3 clusters Score -3321661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3321672.250000 Penalty: 3546.664307
	Iteration 61Q: 3 clusters Score -3321672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3321675.250000 Penalty: 3546.664307
	Iteration 62Q: 3 clusters Score -3321675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3321674.500000 Penalty: 3546.664307
	Iteration 63Q: 3 clusters Score -3321674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3321674.250000 Penalty: 3546.664307
	Iteration 64Q: 3 clusters Score -3321674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3321677.750000 Penalty: 3546.664307
	Iteration 65Q: 3 clusters Score -3321678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3321676.500000 Penalty: 3546.664307
	Iteration 66Q: 3 clusters Score -3321676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3321676.750000 Penalty: 3546.664307
	Iteration 67Q: 3 clusters Score -3321677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3321667.250000 Penalty: 3546.664307
	Iteration 68Q: 3 clusters Score -3321667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3321674.500000 Penalty: 3546.664307
	Iteration 69Q: 3 clusters Score -3321674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3321675.750000 Penalty: 3546.664307
	Iteration 70Q: 3 clusters Score -3321676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3321672.250000 Penalty: 3546.664307
	Iteration 71Q: 3 clusters Score -3321672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3321671.000000 Penalty: 3546.664307
	Iteration 72Q: 3 clusters Score -3321671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3321674.250000 Penalty: 3546.664307
	Iteration 73Q: 3 clusters Score -3321674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3321674.250000 Penalty: 3546.664307
	Iteration 74F: 3 clusters Score -3321674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -356002.437500 Penalty: 1418.264038
	Iteration 0F: 2 clusters Score -356002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -351279.968750 Penalty: 2836.528076
	Iteration 0F: 3 clusters Score -351280 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -352640.843750 Penalty: 2836.528076
	Iteration 1F: 3 clusters Score -352640.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -352923.531250 Penalty: 2836.528076
	Iteration 2F: 3 clusters Score -352923.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -353204.437500 Penalty: 2836.528076
	Iteration 3F: 3 clusters Score -353204.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -353495.843750 Penalty: 2836.528076
	Iteration 4F: 3 clusters Score -353495.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -353845.906250 Penalty: 2836.528076
	Iteration 5F: 3 clusters Score -353845.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -354348.812500 Penalty: 2836.528076
	Iteration 6F: 3 clusters Score -354348.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -354862.875000 Penalty: 2836.528076
	Iteration 7F: 3 clusters Score -354862.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -355199.843750 Penalty: 2836.528076
	Iteration 8F: 3 clusters Score -355199.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -355386.812500 Penalty: 2836.528076
	Iteration 9Q: 3 clusters Score -355386.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355501.562500 Penalty: 2836.528076
	Iteration 10Q: 3 clusters Score -355501.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -355581.593750 Penalty: 2836.528076
	Iteration 11Q: 3 clusters Score -355581.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -355648.437500 Penalty: 2836.528076
	Iteration 12Q: 3 clusters Score -355648.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -355699.406250 Penalty: 2836.528076
	Iteration 13Q: 3 clusters Score -355699.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -355746.406250 Penalty: 2836.528076
	Iteration 14Q: 3 clusters Score -355746.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -355796.500000 Penalty: 2836.528076
	Iteration 15Q: 3 clusters Score -355796.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -355851.218750 Penalty: 2836.528076
	Iteration 16Q: 3 clusters Score -355851.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -355946.031250 Penalty: 2836.528076
	Iteration 17Q: 3 clusters Score -355946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -356069.281250 Penalty: 2836.528076
	Iteration 18Q: 3 clusters Score -356069.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -356143.781250 Penalty: 2836.528076
	Iteration 19Q: 3 clusters Score -356143.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -356193.187500 Penalty: 2836.528076
	Iteration 20F: 3 clusters Score -356193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -356207.468750 Penalty: 2836.528076
	Iteration 21Q: 3 clusters Score -356207.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -356212.468750 Penalty: 2836.528076
	Iteration 22Q: 3 clusters Score -356212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -356215.156250 Penalty: 2836.528076
	Iteration 23Q: 3 clusters Score -356215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -356215.187500 Penalty: 2836.528076
	Iteration 24Q: 3 clusters Score -356215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -356215.781250 Penalty: 2836.528076
	Iteration 25Q: 3 clusters Score -356215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -356215.781250 Penalty: 2836.528076
	Iteration 26F: 3 clusters Score -356215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 806 members 
Entering Unmasked Estep 
Score: -30942034.000000 Penalty: 88057.867188
Splitting cluster 25 changes total score from -30942542.000000 to -30942034.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -327065.156250 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -327065.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -322864.812500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -322864.8 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -324029.687500 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -324029.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -324203.687500 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -324203.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -324328.562500 Penalty: 2789.407715
	Iteration 3Q: 3 clusters Score -324328.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -324438.406250 Penalty: 2789.407715
	Iteration 4Q: 3 clusters Score -324438.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -324561.343750 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -324561.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -324661.562500 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -324661.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -324748.593750 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -324748.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -324848.593750 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -324848.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -324963.718750 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -324963.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -325089.468750 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -325089.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -325202.218750 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -325202.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -325304.000000 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -325304 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -325387.875000 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -325387.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -325468.593750 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -325468.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -325552.343750 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -325552.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -325628.125000 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -325628.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -325685.625000 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -325685.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -325727.468750 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -325727.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -325760.218750 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -325760.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -325786.718750 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -325786.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -325812.062500 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -325812.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -325830.031250 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -325830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -325842.187500 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -325842.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -325854.562500 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -325854.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -325876.031250 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -325876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -325889.531250 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -325889.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -325899.031250 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -325899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -325908.375000 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -325908.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -325915.593750 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -325915.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -325923.843750 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -325923.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -325931.218750 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -325931.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -325939.843750 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -325939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -325943.437500 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -325943.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -325948.562500 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -325948.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -325956.093750 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -325956.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -325959.375000 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -325959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -325962.000000 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -325962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -325962.406250 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -325962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -325963.375000 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -325963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -325963.906250 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -325963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -325964.718750 Penalty: 2789.407715
	Iteration 41Q: 3 clusters Score -325964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -325965.906250 Penalty: 2789.407715
	Iteration 42Q: 3 clusters Score -325965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -325966.093750 Penalty: 2789.407715
	Iteration 43Q: 3 clusters Score -325966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -325966.937500 Penalty: 2789.407715
	Iteration 44Q: 3 clusters Score -325966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -325966.812500 Penalty: 2789.407715
	Iteration 45Q: 3 clusters Score -325966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -325967.781250 Penalty: 2789.407715
	Iteration 46Q: 3 clusters Score -325967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -325968.343750 Penalty: 2789.407715
	Iteration 47Q: 3 clusters Score -325968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -325968.843750 Penalty: 2789.407715
	Iteration 48Q: 3 clusters Score -325968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -325969.718750 Penalty: 2789.407715
	Iteration 49Q: 3 clusters Score -325969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -325971.156250 Penalty: 2789.407715
	Iteration 50Q: 3 clusters Score -325971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -325973.468750 Penalty: 2789.407715
	Iteration 51Q: 3 clusters Score -325973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -325973.812500 Penalty: 2789.407715
	Iteration 52Q: 3 clusters Score -325973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -325975.343750 Penalty: 2789.407715
	Iteration 53Q: 3 clusters Score -325975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -325976.937500 Penalty: 2789.407715
	Iteration 54Q: 3 clusters Score -325976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -325976.562500 Penalty: 2789.407715
	Iteration 55Q: 3 clusters Score -325976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -325976.562500 Penalty: 2789.407715
	Iteration 56F: 3 clusters Score -325976.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -120174.984375 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -120175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -117954.156250 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -117954.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -118474.070312 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -118474.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -118626.078125 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -118626.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -118740.539062 Penalty: 2511.019043
	Iteration 3F: 3 clusters Score -118740.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -118825.585938 Penalty: 2511.019043
	Iteration 4Q: 3 clusters Score -118825.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -118893.476562 Penalty: 2511.019043
	Iteration 5Q: 3 clusters Score -118893.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -118964.109375 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -118964.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -119055.578125 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -119055.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -119150.085938 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -119150.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -119278.312500 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -119278.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -119381.546875 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -119381.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -119473.687500 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -119473.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119559.750000 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -119559.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -119612.765625 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -119612.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -119649.601562 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -119649.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -119677.695312 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -119677.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -119700.617188 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -119700.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -119716.695312 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -119716.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -119732.062500 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -119732.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -119755.671875 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -119755.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -119774.726562 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -119774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119783.554688 Penalty: 2511.019043
	Iteration 21Q: 3 clusters Score -119783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119787.718750 Penalty: 2511.019043
	Iteration 22Q: 3 clusters Score -119787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -119793.273438 Penalty: 2511.019043
	Iteration 23Q: 3 clusters Score -119793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -119797.726562 Penalty: 2511.019043
	Iteration 24Q: 3 clusters Score -119797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -119799.312500 Penalty: 2511.019043
	Iteration 25Q: 3 clusters Score -119799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -119801.601562 Penalty: 2511.019043
	Iteration 26Q: 3 clusters Score -119801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119802.671875 Penalty: 2511.019043
	Iteration 27Q: 3 clusters Score -119802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119803.687500 Penalty: 2511.019043
	Iteration 28Q: 3 clusters Score -119803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -119803.742188 Penalty: 2511.019043
	Iteration 29Q: 3 clusters Score -119803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -119805.093750 Penalty: 2511.019043
	Iteration 30Q: 3 clusters Score -119805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -119805.914062 Penalty: 2511.019043
	Iteration 31Q: 3 clusters Score -119805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -119806.335938 Penalty: 2511.019043
	Iteration 32Q: 3 clusters Score -119806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -119806.421875 Penalty: 2511.019043
	Iteration 33Q: 3 clusters Score -119806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -119806.421875 Penalty: 2511.019043
	Iteration 34F: 3 clusters Score -119806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -282077.187500 Penalty: 1385.564209
	Iteration 0F: 2 clusters Score -282077.2 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 2522 members 
Entering Unmasked Estep 
Score: -278092.437500 Penalty: 2771.128418
	Iteration 0F: 3 clusters Score -278092.4 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -279453.687500 Penalty: 2771.128418
	Iteration 1F: 3 clusters Score -279453.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -279886.968750 Penalty: 2771.128418
	Iteration 2F: 3 clusters Score -279887 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -280298.343750 Penalty: 2771.128418
	Iteration 3F: 3 clusters Score -280298.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -280691.000000 Penalty: 2771.128418
	Iteration 4F: 3 clusters Score -280691 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -280993.875000 Penalty: 2771.128418
	Iteration 5F: 3 clusters Score -280993.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -281213.187500 Penalty: 2771.128418
	Iteration 6F: 3 clusters Score -281213.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -281371.531250 Penalty: 2771.128418
	Iteration 7Q: 3 clusters Score -281371.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -281472.750000 Penalty: 2771.128418
	Iteration 8Q: 3 clusters Score -281472.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -281539.187500 Penalty: 2771.128418
	Iteration 9Q: 3 clusters Score -281539.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -281580.687500 Penalty: 2771.128418
	Iteration 10Q: 3 clusters Score -281580.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -281608.000000 Penalty: 2771.128418
	Iteration 11Q: 3 clusters Score -281608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -281627.593750 Penalty: 2771.128418
	Iteration 12Q: 3 clusters Score -281627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -281643.156250 Penalty: 2771.128418
	Iteration 13Q: 3 clusters Score -281643.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -281659.531250 Penalty: 2771.128418
	Iteration 14Q: 3 clusters Score -281659.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281666.812500 Penalty: 2771.128418
	Iteration 15Q: 3 clusters Score -281666.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -281673.281250 Penalty: 2771.128418
	Iteration 16Q: 3 clusters Score -281673.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -281679.125000 Penalty: 2771.128418
	Iteration 17Q: 3 clusters Score -281679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -281684.406250 Penalty: 2771.128418
	Iteration 18Q: 3 clusters Score -281684.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -281688.531250 Penalty: 2771.128418
	Iteration 19Q: 3 clusters Score -281688.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -281699.562500 Penalty: 2771.128418
	Iteration 20F: 3 clusters Score -281699.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -281710.468750 Penalty: 2771.128418
	Iteration 21Q: 3 clusters Score -281710.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281720.906250 Penalty: 2771.128418
	Iteration 22Q: 3 clusters Score -281720.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -281733.531250 Penalty: 2771.128418
	Iteration 23Q: 3 clusters Score -281733.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -281746.281250 Penalty: 2771.128418
	Iteration 24Q: 3 clusters Score -281746.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -281758.343750 Penalty: 2771.128418
	Iteration 25Q: 3 clusters Score -281758.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281769.781250 Penalty: 2771.128418
	Iteration 26Q: 3 clusters Score -281769.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -281782.593750 Penalty: 2771.128418
	Iteration 27Q: 3 clusters Score -281782.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -281792.718750 Penalty: 2771.128418
	Iteration 28Q: 3 clusters Score -281792.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -281809.843750 Penalty: 2771.128418
	Iteration 29Q: 3 clusters Score -281809.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -281834.750000 Penalty: 2771.128418
	Iteration 30Q: 3 clusters Score -281834.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -281863.937500 Penalty: 2771.128418
	Iteration 31Q: 3 clusters Score -281863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281887.281250 Penalty: 2771.128418
	Iteration 32Q: 3 clusters Score -281887.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -281912.343750 Penalty: 2771.128418
	Iteration 33Q: 3 clusters Score -281912.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -281936.531250 Penalty: 2771.128418
	Iteration 34Q: 3 clusters Score -281936.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -281957.625000 Penalty: 2771.128418
	Iteration 35Q: 3 clusters Score -281957.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -281974.437500 Penalty: 2771.128418
	Iteration 36Q: 3 clusters Score -281974.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -281997.718750 Penalty: 2771.128418
	Iteration 37Q: 3 clusters Score -281997.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -282014.062500 Penalty: 2771.128418
	Iteration 38Q: 3 clusters Score -282014.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -282029.781250 Penalty: 2771.128418
	Iteration 39Q: 3 clusters Score -282029.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -282043.437500 Penalty: 2771.128418
	Iteration 40F: 3 clusters Score -282043.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282059.187500 Penalty: 2771.128418
	Iteration 41Q: 3 clusters Score -282059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282076.531250 Penalty: 2771.128418
	Iteration 42Q: 3 clusters Score -282076.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -282093.687500 Penalty: 2771.128418
	Iteration 43Q: 3 clusters Score -282093.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282107.718750 Penalty: 2771.128418
	Iteration 44Q: 3 clusters Score -282107.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -282119.687500 Penalty: 2771.128418
	Iteration 45Q: 3 clusters Score -282119.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -282130.093750 Penalty: 2771.128418
	Iteration 46Q: 3 clusters Score -282130.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -282145.625000 Penalty: 2771.128418
	Iteration 47Q: 3 clusters Score -282145.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282162.250000 Penalty: 2771.128418
	Iteration 48Q: 3 clusters Score -282162.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282168.718750 Penalty: 2771.128418
	Iteration 49Q: 3 clusters Score -282168.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -282176.812500 Penalty: 2771.128418
	Iteration 50Q: 3 clusters Score -282176.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -282189.531250 Penalty: 2771.128418
	Iteration 51Q: 3 clusters Score -282189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -282201.156250 Penalty: 2771.128418
	Iteration 52Q: 3 clusters Score -282201.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -282212.625000 Penalty: 2771.128418
	Iteration 53Q: 3 clusters Score -282212.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282228.781250 Penalty: 2771.128418
	Iteration 54Q: 3 clusters Score -282228.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282246.343750 Penalty: 2771.128418
	Iteration 55Q: 3 clusters Score -282246.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282266.187500 Penalty: 2771.128418
	Iteration 56Q: 3 clusters Score -282266.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282289.343750 Penalty: 2771.128418
	Iteration 57Q: 3 clusters Score -282289.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -282310.093750 Penalty: 2771.128418
	Iteration 58Q: 3 clusters Score -282310.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282321.562500 Penalty: 2771.128418
	Iteration 59Q: 3 clusters Score -282321.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -282330.562500 Penalty: 2771.128418
	Iteration 60F: 3 clusters Score -282330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -282335.531250 Penalty: 2771.128418
	Iteration 61Q: 3 clusters Score -282335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282336.968750 Penalty: 2771.128418
	Iteration 62Q: 3 clusters Score -282337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282340.968750 Penalty: 2771.128418
	Iteration 63Q: 3 clusters Score -282341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282346.593750 Penalty: 2771.128418
	Iteration 64Q: 3 clusters Score -282346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -282349.687500 Penalty: 2771.128418
	Iteration 65Q: 3 clusters Score -282349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -282352.406250 Penalty: 2771.128418
	Iteration 66Q: 3 clusters Score -282352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -282353.906250 Penalty: 2771.128418
	Iteration 67Q: 3 clusters Score -282353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -282355.000000 Penalty: 2771.128418
	Iteration 68Q: 3 clusters Score -282355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -282355.625000 Penalty: 2771.128418
	Iteration 69Q: 3 clusters Score -282355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -282355.625000 Penalty: 2771.128418
	Iteration 70F: 3 clusters Score -282355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 3931 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 1116 members 
Entering Unmasked Estep 
Score: -30941964.000000 Penalty: 88057.867188
Splitting cluster 28 changes total score from -30942542.000000 to -30941964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -44139.488281 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -44139.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42729.324219 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -42729.32 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43058.000000 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -43058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43210.058594 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -43210.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43329.480469 Penalty: 2230.736084
	Iteration 3F: 3 clusters Score -43329.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43397.835938 Penalty: 2230.736084
	Iteration 4F: 3 clusters Score -43397.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43461.132812 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -43461.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43492.578125 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -43492.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43507.093750 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -43507.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43513.367188 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -43513.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43514.027344 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -43514.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43514.027344 Penalty: 2230.736084
	Iteration 10F: 3 clusters Score -43514.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -240890.171875 Penalty: 1358.092651
	Iteration 0F: 2 clusters Score -240890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -237373.828125 Penalty: 2716.185303
	Iteration 0F: 3 clusters Score -237373.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -238423.500000 Penalty: 2716.185303
	Iteration 1F: 3 clusters Score -238423.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -238842.812500 Penalty: 2716.185303
	Iteration 2F: 3 clusters Score -238842.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -239313.921875 Penalty: 2716.185303
	Iteration 3F: 3 clusters Score -239313.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -239781.218750 Penalty: 2716.185303
	Iteration 4F: 3 clusters Score -239781.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -240189.281250 Penalty: 2716.185303
	Iteration 5F: 3 clusters Score -240189.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -240530.843750 Penalty: 2716.185303
	Iteration 6F: 3 clusters Score -240530.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -240721.875000 Penalty: 2716.185303
	Iteration 7Q: 3 clusters Score -240721.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -240806.906250 Penalty: 2716.185303
	Iteration 8Q: 3 clusters Score -240806.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -240851.046875 Penalty: 2716.185303
	Iteration 9Q: 3 clusters Score -240851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -240870.406250 Penalty: 2716.185303
	Iteration 10Q: 3 clusters Score -240870.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -240877.781250 Penalty: 2716.185303
	Iteration 11Q: 3 clusters Score -240877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -240885.718750 Penalty: 2716.185303
	Iteration 12Q: 3 clusters Score -240885.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -240892.078125 Penalty: 2716.185303
	Iteration 13Q: 3 clusters Score -240892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -240902.140625 Penalty: 2716.185303
	Iteration 14Q: 3 clusters Score -240902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -240907.953125 Penalty: 2716.185303
	Iteration 15Q: 3 clusters Score -240908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -240914.312500 Penalty: 2716.185303
	Iteration 16Q: 3 clusters Score -240914.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -240916.625000 Penalty: 2716.185303
	Iteration 17Q: 3 clusters Score -240916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -240920.750000 Penalty: 2716.185303
	Iteration 18Q: 3 clusters Score -240920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -240923.046875 Penalty: 2716.185303
	Iteration 19Q: 3 clusters Score -240923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -240924.140625 Penalty: 2716.185303
	Iteration 20F: 3 clusters Score -240924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -240925.000000 Penalty: 2716.185303
	Iteration 21Q: 3 clusters Score -240925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -240925.640625 Penalty: 2716.185303
	Iteration 22Q: 3 clusters Score -240925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -240926.093750 Penalty: 2716.185303
	Iteration 23Q: 3 clusters Score -240926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -240926.656250 Penalty: 2716.185303
	Iteration 24Q: 3 clusters Score -240926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -240926.656250 Penalty: 2716.185303
	Iteration 25F: 3 clusters Score -240926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 1756 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 2506 members 
Entering Unmasked Estep 
Score: -30941754.000000 Penalty: 88057.867188
Splitting cluster 30 changes total score from -30942542.000000 to -30941754.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (18895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Entering Unmasked Estep 
Score: -1136547.000000 Penalty: 1600.081055
	Iteration 0F: 2 clusters Score -1136547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1123682.375000 Penalty: 3200.162109
	Iteration 0F: 3 clusters Score -1123682 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1128300.125000 Penalty: 3200.162109
	Iteration 1F: 3 clusters Score -1128300 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1128679.625000 Penalty: 3200.162109
	Iteration 2F: 3 clusters Score -1128680 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1129059.625000 Penalty: 3200.162109
	Iteration 3Q: 3 clusters Score -1129060 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1129568.875000 Penalty: 3200.162109
	Iteration 4F: 3 clusters Score -1129569 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1130201.125000 Penalty: 3200.162109
	Iteration 5F: 3 clusters Score -1130201 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1130907.875000 Penalty: 3200.162109
	Iteration 6F: 3 clusters Score -1130908 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1131762.125000 Penalty: 3200.162109
	Iteration 7F: 3 clusters Score -1131762 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1132731.000000 Penalty: 3200.162109
	Iteration 8F: 3 clusters Score -1132731 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1133650.125000 Penalty: 3200.162109
	Iteration 9F: 3 clusters Score -1133650 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1134296.875000 Penalty: 3200.162109
	Iteration 10Q: 3 clusters Score -1134297 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1134684.125000 Penalty: 3200.162109
	Iteration 11Q: 3 clusters Score -1134684 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1134868.875000 Penalty: 3200.162109
	Iteration 12Q: 3 clusters Score -1134869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1134949.250000 Penalty: 3200.162109
	Iteration 13Q: 3 clusters Score -1134949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1135018.500000 Penalty: 3200.162109
	Iteration 14Q: 3 clusters Score -1135018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1135057.875000 Penalty: 3200.162109
	Iteration 15Q: 3 clusters Score -1135058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1135082.250000 Penalty: 3200.162109
	Iteration 16Q: 3 clusters Score -1135082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1135107.500000 Penalty: 3200.162109
	Iteration 17Q: 3 clusters Score -1135108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1135121.875000 Penalty: 3200.162109
	Iteration 18Q: 3 clusters Score -1135122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1135131.500000 Penalty: 3200.162109
	Iteration 19Q: 3 clusters Score -1135132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1135149.250000 Penalty: 3200.162109
	Iteration 20F: 3 clusters Score -1135149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1135160.500000 Penalty: 3200.162109
	Iteration 21Q: 3 clusters Score -1135160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1135162.375000 Penalty: 3200.162109
	Iteration 22Q: 3 clusters Score -1135162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1135168.625000 Penalty: 3200.162109
	Iteration 23Q: 3 clusters Score -1135169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1135171.375000 Penalty: 3200.162109
	Iteration 24Q: 3 clusters Score -1135171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1135174.000000 Penalty: 3200.162109
	Iteration 25Q: 3 clusters Score -1135174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1135175.375000 Penalty: 3200.162109
	Iteration 26Q: 3 clusters Score -1135175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1135175.375000 Penalty: 3200.162109
	Iteration 27F: 3 clusters Score -1135175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -22194.544922 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -22194.54 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 223 members 
Entering Unmasked Estep 
Score: -21152.167969 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -21152.17 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21290.720703 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -21290.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21325.767578 Penalty: 1982.603638
	Iteration 2Q: 3 clusters Score -21325.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21355.968750 Penalty: 1982.603638
	Iteration 3Q: 3 clusters Score -21355.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21376.892578 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -21376.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21382.437500 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -21382.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21385.693359 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -21385.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21390.890625 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -21390.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21391.531250 Penalty: 1982.603638
	Iteration 8Q: 3 clusters Score -21391.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21391.531250 Penalty: 1982.603638
	Iteration 9F: 3 clusters Score -21391.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -149685.078125 Penalty: 1284.754028
	Iteration 0F: 2 clusters Score -149685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -147175.281250 Penalty: 2569.508057
	Iteration 0F: 3 clusters Score -147175.3 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -147818.531250 Penalty: 2569.508057
	Iteration 1F: 3 clusters Score -147818.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -147977.468750 Penalty: 2569.508057
	Iteration 2F: 3 clusters Score -147977.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -148089.968750 Penalty: 2569.508057
	Iteration 3Q: 3 clusters Score -148090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -148211.421875 Penalty: 2569.508057
	Iteration 4Q: 3 clusters Score -148211.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -148347.031250 Penalty: 2569.508057
	Iteration 5Q: 3 clusters Score -148347 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -148482.531250 Penalty: 2569.508057
	Iteration 6Q: 3 clusters Score -148482.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -148648.468750 Penalty: 2569.508057
	Iteration 7Q: 3 clusters Score -148648.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -148793.203125 Penalty: 2569.508057
	Iteration 8Q: 3 clusters Score -148793.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -148895.625000 Penalty: 2569.508057
	Iteration 9Q: 3 clusters Score -148895.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -148973.781250 Penalty: 2569.508057
	Iteration 10Q: 3 clusters Score -148973.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -149019.609375 Penalty: 2569.508057
	Iteration 11Q: 3 clusters Score -149019.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -149062.203125 Penalty: 2569.508057
	Iteration 12Q: 3 clusters Score -149062.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -149094.593750 Penalty: 2569.508057
	Iteration 13Q: 3 clusters Score -149094.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -149123.796875 Penalty: 2569.508057
	Iteration 14Q: 3 clusters Score -149123.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -149172.906250 Penalty: 2569.508057
	Iteration 15Q: 3 clusters Score -149172.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -149268.500000 Penalty: 2569.508057
	Iteration 16Q: 3 clusters Score -149268.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -149377.031250 Penalty: 2569.508057
	Iteration 17Q: 3 clusters Score -149377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -149424.765625 Penalty: 2569.508057
	Iteration 18Q: 3 clusters Score -149424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -149451.062500 Penalty: 2569.508057
	Iteration 19Q: 3 clusters Score -149451.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -149463.218750 Penalty: 2569.508057
	Iteration 20F: 3 clusters Score -149463.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -149467.156250 Penalty: 2569.508057
	Iteration 21Q: 3 clusters Score -149467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -149468.296875 Penalty: 2569.508057
	Iteration 22Q: 3 clusters Score -149468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -149468.296875 Penalty: 2569.508057
	Iteration 23F: 3 clusters Score -149468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -66347.406250 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -66347.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -64552.179688 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -64552.18 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -65117.187500 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -65117.19 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -65370.703125 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -65370.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -65554.203125 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -65554.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65673.507812 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -65673.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65758.031250 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -65758.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65826.796875 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -65826.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65900.132812 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -65900.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -65970.609375 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -65970.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66033.984375 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -66033.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -66098.296875 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -66098.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -66165.382812 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -66165.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -66215.828125 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -66215.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66261.343750 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -66261.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -66290.398438 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -66290.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -66300.710938 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -66300.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66321.570312 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -66321.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66326.351562 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -66326.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66327.468750 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -66327.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -66332.148438 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -66332.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66336.078125 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -66336.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -66341.445312 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -66341.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -66346.507812 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -66346.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66347.468750 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -66347.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66348.085938 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -66348.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -66348.625000 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -66348.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -66348.625000 Penalty: 2392.859619
	Iteration 26F: 3 clusters Score -66348.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 734 members 
Entering Unmasked Estep 
Score: -30941628.000000 Penalty: 88057.867188
Splitting cluster 34 changes total score from -30942542.000000 to -30941628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -291430.125000 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -291430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -287498.125000 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -287498.1 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -288524.656250 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -288524.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -288705.843750 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -288705.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -288816.156250 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -288816.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -288914.437500 Penalty: 2765.804932
	Iteration 4Q: 3 clusters Score -288914.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -288998.125000 Penalty: 2765.804932
	Iteration 5Q: 3 clusters Score -288998.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -289067.312500 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -289067.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -289141.062500 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -289141.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -289236.562500 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -289236.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -289352.000000 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -289352 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -289477.125000 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -289477.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -289587.468750 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -289587.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -289698.000000 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -289698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -289799.531250 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -289799.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -289886.406250 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -289886.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -289975.625000 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -289975.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -290057.531250 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -290057.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -290121.718750 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -290121.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -290173.281250 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -290173.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -290206.250000 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -290206.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -290236.000000 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -290236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -290268.750000 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -290268.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -290302.500000 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -290302.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -290322.531250 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -290322.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -290340.843750 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -290340.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -290349.062500 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -290349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -290354.843750 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -290354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -290359.312500 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -290359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -290362.968750 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -290363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -290366.031250 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -290366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -290368.093750 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -290368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -290368.562500 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -290368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -290368.562500 Penalty: 2765.804932
	Iteration 32F: 3 clusters Score -290368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -123388.929688 Penalty: 1255.581177
	Iteration 0F: 2 clusters Score -123388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -121103.070312 Penalty: 2511.162354
	Iteration 0F: 3 clusters Score -121103.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -121580.039062 Penalty: 2511.162354
	Iteration 1F: 3 clusters Score -121580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -121709.320312 Penalty: 2511.162354
	Iteration 2F: 3 clusters Score -121709.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -121784.484375 Penalty: 2511.162354
	Iteration 3Q: 3 clusters Score -121784.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -121839.351562 Penalty: 2511.162354
	Iteration 4Q: 3 clusters Score -121839.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -121880.187500 Penalty: 2511.162354
	Iteration 5Q: 3 clusters Score -121880.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -121918.523438 Penalty: 2511.162354
	Iteration 6Q: 3 clusters Score -121918.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -121953.953125 Penalty: 2511.162354
	Iteration 7Q: 3 clusters Score -121954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -121973.976562 Penalty: 2511.162354
	Iteration 8Q: 3 clusters Score -121974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -121996.867188 Penalty: 2511.162354
	Iteration 9Q: 3 clusters Score -121996.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -122027.632812 Penalty: 2511.162354
	Iteration 10Q: 3 clusters Score -122027.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -122066.539062 Penalty: 2511.162354
	Iteration 11Q: 3 clusters Score -122066.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -122094.007812 Penalty: 2511.162354
	Iteration 12Q: 3 clusters Score -122094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -122124.507812 Penalty: 2511.162354
	Iteration 13Q: 3 clusters Score -122124.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -122158.726562 Penalty: 2511.162354
	Iteration 14Q: 3 clusters Score -122158.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -122187.546875 Penalty: 2511.162354
	Iteration 15Q: 3 clusters Score -122187.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -122219.070312 Penalty: 2511.162354
	Iteration 16Q: 3 clusters Score -122219.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -122251.578125 Penalty: 2511.162354
	Iteration 17Q: 3 clusters Score -122251.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -122281.250000 Penalty: 2511.162354
	Iteration 18Q: 3 clusters Score -122281.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -122309.328125 Penalty: 2511.162354
	Iteration 19Q: 3 clusters Score -122309.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -122332.734375 Penalty: 2511.162354
	Iteration 20F: 3 clusters Score -122332.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -122354.046875 Penalty: 2511.162354
	Iteration 21Q: 3 clusters Score -122354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -122368.750000 Penalty: 2511.162354
	Iteration 22Q: 3 clusters Score -122368.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -122381.273438 Penalty: 2511.162354
	Iteration 23Q: 3 clusters Score -122381.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -122402.750000 Penalty: 2511.162354
	Iteration 24Q: 3 clusters Score -122402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -122421.093750 Penalty: 2511.162354
	Iteration 25Q: 3 clusters Score -122421.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -122435.523438 Penalty: 2511.162354
	Iteration 26Q: 3 clusters Score -122435.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -122452.828125 Penalty: 2511.162354
	Iteration 27Q: 3 clusters Score -122452.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -122477.023438 Penalty: 2511.162354
	Iteration 28Q: 3 clusters Score -122477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -122500.921875 Penalty: 2511.162354
	Iteration 29Q: 3 clusters Score -122500.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -122525.398438 Penalty: 2511.162354
	Iteration 30Q: 3 clusters Score -122525.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -122559.906250 Penalty: 2511.162354
	Iteration 31Q: 3 clusters Score -122559.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122591.796875 Penalty: 2511.162354
	Iteration 32Q: 3 clusters Score -122591.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122647.398438 Penalty: 2511.162354
	Iteration 33Q: 3 clusters Score -122647.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -122695.570312 Penalty: 2511.162354
	Iteration 34Q: 3 clusters Score -122695.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122759.851562 Penalty: 2511.162354
	Iteration 35Q: 3 clusters Score -122759.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -122809.453125 Penalty: 2511.162354
	Iteration 36Q: 3 clusters Score -122809.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122842.546875 Penalty: 2511.162354
	Iteration 37Q: 3 clusters Score -122842.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -122874.148438 Penalty: 2511.162354
	Iteration 38Q: 3 clusters Score -122874.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -122900.070312 Penalty: 2511.162354
	Iteration 39Q: 3 clusters Score -122900.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -122915.671875 Penalty: 2511.162354
	Iteration 40F: 3 clusters Score -122915.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -122940.835938 Penalty: 2511.162354
	Iteration 41Q: 3 clusters Score -122940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -122962.125000 Penalty: 2511.162354
	Iteration 42Q: 3 clusters Score -122962.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -122982.968750 Penalty: 2511.162354
	Iteration 43Q: 3 clusters Score -122983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -122999.210938 Penalty: 2511.162354
	Iteration 44Q: 3 clusters Score -122999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -123007.101562 Penalty: 2511.162354
	Iteration 45Q: 3 clusters Score -123007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -123012.007812 Penalty: 2511.162354
	Iteration 46Q: 3 clusters Score -123012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -123021.195312 Penalty: 2511.162354
	Iteration 47Q: 3 clusters Score -123021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -123028.976562 Penalty: 2511.162354
	Iteration 48Q: 3 clusters Score -123029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -123035.257812 Penalty: 2511.162354
	Iteration 49Q: 3 clusters Score -123035.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -123039.304688 Penalty: 2511.162354
	Iteration 50Q: 3 clusters Score -123039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -123042.343750 Penalty: 2511.162354
	Iteration 51Q: 3 clusters Score -123042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -123043.039062 Penalty: 2511.162354
	Iteration 52Q: 3 clusters Score -123043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -123043.343750 Penalty: 2511.162354
	Iteration 53Q: 3 clusters Score -123043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -123044.085938 Penalty: 2511.162354
	Iteration 54Q: 3 clusters Score -123044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -123044.695312 Penalty: 2511.162354
	Iteration 55Q: 3 clusters Score -123044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -123044.921875 Penalty: 2511.162354
	Iteration 56Q: 3 clusters Score -123044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -123044.921875 Penalty: 2511.162354
	Iteration 57F: 3 clusters Score -123044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -145487.453125 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -145487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -143062.078125 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -143062.1 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -143679.984375 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -143680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -143852.671875 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -143852.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -143983.687500 Penalty: 2551.916260
	Iteration 3F: 3 clusters Score -143983.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -144083.984375 Penalty: 2551.916260
	Iteration 4Q: 3 clusters Score -144084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -144159.531250 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -144159.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -144218.859375 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -144218.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -144281.593750 Penalty: 2551.916260
	Iteration 7Q: 3 clusters Score -144281.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -144328.562500 Penalty: 2551.916260
	Iteration 8Q: 3 clusters Score -144328.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -144349.250000 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -144349.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -144362.843750 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -144362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -144370.953125 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -144371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -144378.500000 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -144378.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144385.468750 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -144385.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -144389.671875 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -144389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -144393.390625 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -144393.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -144400.359375 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -144400.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144408.437500 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -144408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144414.812500 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -144414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144421.000000 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -144421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144424.312500 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -144424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144426.453125 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -144426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144427.281250 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -144427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144427.640625 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -144427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144428.062500 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -144428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144428.546875 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -144428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144428.968750 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -144429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144428.968750 Penalty: 2551.916260
	Iteration 27F: 3 clusters Score -144429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -19944.228516 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -19944.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18990.273438 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -18990.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19109.681641 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -19109.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19149.355469 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -19149.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19175.787109 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -19175.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19186.681641 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -19186.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19186.681641 Penalty: 1922.765625
	Iteration 5F: 3 clusters Score -19186.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -59493.082031 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -59493.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58025.023438 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -58025.02 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58300.429688 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -58300.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58381.519531 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -58381.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58412.890625 Penalty: 2266.096924
	Iteration 3Q: 3 clusters Score -58412.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58429.386719 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -58429.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58444.238281 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -58444.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58460.652344 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -58460.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58475.308594 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -58475.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58490.890625 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -58490.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58506.910156 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -58506.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58517.132812 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -58517.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -58526.929688 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -58526.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -58530.781250 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -58530.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58533.144531 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -58533.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58537.851562 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -58537.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58538.964844 Penalty: 2266.096924
	Iteration 15Q: 3 clusters Score -58538.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58538.964844 Penalty: 2266.096924
	Iteration 16F: 3 clusters Score -58538.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -512230.687500 Penalty: 1475.018677
	Iteration 0F: 2 clusters Score -512230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -505902.468750 Penalty: 2950.037354
	Iteration 0F: 3 clusters Score -505902.5 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -507871.187500 Penalty: 2950.037354
	Iteration 1F: 3 clusters Score -507871.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -508151.312500 Penalty: 2950.037354
	Iteration 2F: 3 clusters Score -508151.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -508401.968750 Penalty: 2950.037354
	Iteration 3F: 3 clusters Score -508402 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -508609.656250 Penalty: 2950.037354
	Iteration 4Q: 3 clusters Score -508609.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -508833.031250 Penalty: 2950.037354
	Iteration 5Q: 3 clusters Score -508833 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -509071.718750 Penalty: 2950.037354
	Iteration 6Q: 3 clusters Score -509071.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -509336.750000 Penalty: 2950.037354
	Iteration 7Q: 3 clusters Score -509336.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -509639.250000 Penalty: 2950.037354
	Iteration 8Q: 3 clusters Score -509639.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -509972.031250 Penalty: 2950.037354
	Iteration 9Q: 3 clusters Score -509972 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -510291.187500 Penalty: 2950.037354
	Iteration 10Q: 3 clusters Score -510291.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -510526.281250 Penalty: 2950.037354
	Iteration 11Q: 3 clusters Score -510526.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -510707.843750 Penalty: 2950.037354
	Iteration 12Q: 3 clusters Score -510707.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -510826.750000 Penalty: 2950.037354
	Iteration 13Q: 3 clusters Score -510826.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -510902.437500 Penalty: 2950.037354
	Iteration 14Q: 3 clusters Score -510902.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -510953.687500 Penalty: 2950.037354
	Iteration 15Q: 3 clusters Score -510953.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -510993.218750 Penalty: 2950.037354
	Iteration 16Q: 3 clusters Score -510993.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -511029.937500 Penalty: 2950.037354
	Iteration 17Q: 3 clusters Score -511029.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -511054.437500 Penalty: 2950.037354
	Iteration 18Q: 3 clusters Score -511054.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -511073.968750 Penalty: 2950.037354
	Iteration 19Q: 3 clusters Score -511074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -511092.062500 Penalty: 2950.037354
	Iteration 20F: 3 clusters Score -511092.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -511099.937500 Penalty: 2950.037354
	Iteration 21Q: 3 clusters Score -511099.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -511108.031250 Penalty: 2950.037354
	Iteration 22Q: 3 clusters Score -511108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -511113.937500 Penalty: 2950.037354
	Iteration 23Q: 3 clusters Score -511113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -511115.875000 Penalty: 2950.037354
	Iteration 24Q: 3 clusters Score -511115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -511117.593750 Penalty: 2950.037354
	Iteration 25Q: 3 clusters Score -511117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -511118.625000 Penalty: 2950.037354
	Iteration 26Q: 3 clusters Score -511118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -511119.500000 Penalty: 2950.037354
	Iteration 27Q: 3 clusters Score -511119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -511120.218750 Penalty: 2950.037354
	Iteration 28Q: 3 clusters Score -511120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -511120.937500 Penalty: 2950.037354
	Iteration 29Q: 3 clusters Score -511120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -511120.937500 Penalty: 2950.037354
	Iteration 30F: 3 clusters Score -511120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68379 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69013 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942546.000000 Penalty: 85910.117188
Iteration 199Q: 41 clusters Score -3.094255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68378 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22049 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69010 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942536.000000 Penalty: 85910.117188
Iteration 200F: 41 clusters Score -3.094254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22053 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 69008 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942526.000000 Penalty: 85910.117188
Iteration 201Q: 41 clusters Score -3.094253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22057 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24883 members 
Mstep: Class 20 contains 69002 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942542.000000 Penalty: 85910.117188
Iteration 202Q: 41 clusters Score -3.094254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14793 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68997 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54875 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942528.000000 Penalty: 85910.117188
Iteration 203Q: 41 clusters Score -3.094253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68376 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68995 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942524.000000 Penalty: 85910.117188
Iteration 204Q: 41 clusters Score -3.094252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942520.000000 Penalty: 85910.117188
Iteration 205Q: 41 clusters Score -3.094252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30942520.000000 Penalty: 85910.117188
Iteration 206F: 41 clusters Score -3.094252e+07 nChanged 0
Entering ConstructFrom: 
Score: -30942520.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -113348.507812 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -113348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -111307.656250 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -111307.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -111778.093750 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -111778.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -111877.953125 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -111878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111937.070312 Penalty: 2458.040039
	Iteration 3Q: 3 clusters Score -111937.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -111984.593750 Penalty: 2458.040039
	Iteration 4Q: 3 clusters Score -111984.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -112025.914062 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -112025.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -112059.976562 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -112060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -112100.015625 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -112100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -112141.804688 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -112141.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -112171.804688 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -112171.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -112198.257812 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -112198.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -112216.109375 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -112216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -112228.640625 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -112228.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -112241.890625 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -112241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -112252.656250 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -112252.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -112270.046875 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -112270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -112281.773438 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -112281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -112290.476562 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -112290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -112293.953125 Penalty: 2458.040039
	Iteration 18Q: 3 clusters Score -112294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -112295.859375 Penalty: 2458.040039
	Iteration 19Q: 3 clusters Score -112295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -112298.476562 Penalty: 2458.040039
	Iteration 20F: 3 clusters Score -112298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -112301.093750 Penalty: 2458.040039
	Iteration 21Q: 3 clusters Score -112301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -112303.304688 Penalty: 2458.040039
	Iteration 22Q: 3 clusters Score -112303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -112304.578125 Penalty: 2458.040039
	Iteration 23Q: 3 clusters Score -112304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -112304.835938 Penalty: 2458.040039
	Iteration 24Q: 3 clusters Score -112304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -112305.046875 Penalty: 2458.040039
	Iteration 25Q: 3 clusters Score -112305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -112305.390625 Penalty: 2458.040039
	Iteration 26Q: 3 clusters Score -112305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -112305.937500 Penalty: 2458.040039
	Iteration 27Q: 3 clusters Score -112305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -112307.453125 Penalty: 2458.040039
	Iteration 28Q: 3 clusters Score -112307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -112308.023438 Penalty: 2458.040039
	Iteration 29Q: 3 clusters Score -112308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -112308.695312 Penalty: 2458.040039
	Iteration 30Q: 3 clusters Score -112308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -112310.617188 Penalty: 2458.040039
	Iteration 31Q: 3 clusters Score -112310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -112313.773438 Penalty: 2458.040039
	Iteration 32Q: 3 clusters Score -112313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -112316.476562 Penalty: 2458.040039
	Iteration 33Q: 3 clusters Score -112316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -112317.117188 Penalty: 2458.040039
	Iteration 34Q: 3 clusters Score -112317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -112317.585938 Penalty: 2458.040039
	Iteration 35Q: 3 clusters Score -112317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -112317.585938 Penalty: 2458.040039
	Iteration 36F: 3 clusters Score -112317.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -364699.562500 Penalty: 1424.564331
	Iteration 0F: 2 clusters Score -364699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -359848.093750 Penalty: 2849.128662
	Iteration 0F: 3 clusters Score -359848.1 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -361333.062500 Penalty: 2849.128662
	Iteration 1F: 3 clusters Score -361333.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -361594.875000 Penalty: 2849.128662
	Iteration 2F: 3 clusters Score -361594.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -361847.781250 Penalty: 2849.128662
	Iteration 3F: 3 clusters Score -361847.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -362112.718750 Penalty: 2849.128662
	Iteration 4F: 3 clusters Score -362112.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -362395.125000 Penalty: 2849.128662
	Iteration 5F: 3 clusters Score -362395.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -362705.718750 Penalty: 2849.128662
	Iteration 6F: 3 clusters Score -362705.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -362970.656250 Penalty: 2849.128662
	Iteration 7F: 3 clusters Score -362970.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -363177.031250 Penalty: 2849.128662
	Iteration 8Q: 3 clusters Score -363177 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -363300.125000 Penalty: 2849.128662
	Iteration 9Q: 3 clusters Score -363300.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -363376.343750 Penalty: 2849.128662
	Iteration 10Q: 3 clusters Score -363376.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -363438.062500 Penalty: 2849.128662
	Iteration 11Q: 3 clusters Score -363438.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -363486.593750 Penalty: 2849.128662
	Iteration 12Q: 3 clusters Score -363486.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -363522.812500 Penalty: 2849.128662
	Iteration 13Q: 3 clusters Score -363522.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -363548.531250 Penalty: 2849.128662
	Iteration 14Q: 3 clusters Score -363548.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -363568.156250 Penalty: 2849.128662
	Iteration 15Q: 3 clusters Score -363568.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -363579.781250 Penalty: 2849.128662
	Iteration 16Q: 3 clusters Score -363579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -363589.125000 Penalty: 2849.128662
	Iteration 17Q: 3 clusters Score -363589.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -363596.687500 Penalty: 2849.128662
	Iteration 18Q: 3 clusters Score -363596.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -363603.906250 Penalty: 2849.128662
	Iteration 19Q: 3 clusters Score -363603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -363610.062500 Penalty: 2849.128662
	Iteration 20F: 3 clusters Score -363610.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -363623.250000 Penalty: 2849.128662
	Iteration 21Q: 3 clusters Score -363623.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -363637.125000 Penalty: 2849.128662
	Iteration 22Q: 3 clusters Score -363637.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -363660.125000 Penalty: 2849.128662
	Iteration 23Q: 3 clusters Score -363660.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -363717.312500 Penalty: 2849.128662
	Iteration 24Q: 3 clusters Score -363717.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -363783.500000 Penalty: 2849.128662
	Iteration 25Q: 3 clusters Score -363783.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -363867.843750 Penalty: 2849.128662
	Iteration 26Q: 3 clusters Score -363867.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -363953.843750 Penalty: 2849.128662
	Iteration 27Q: 3 clusters Score -363953.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -364031.062500 Penalty: 2849.128662
	Iteration 28Q: 3 clusters Score -364031.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -364085.750000 Penalty: 2849.128662
	Iteration 29Q: 3 clusters Score -364085.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -364126.875000 Penalty: 2849.128662
	Iteration 30Q: 3 clusters Score -364126.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -364146.250000 Penalty: 2849.128662
	Iteration 31Q: 3 clusters Score -364146.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -364161.156250 Penalty: 2849.128662
	Iteration 32Q: 3 clusters Score -364161.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -364171.562500 Penalty: 2849.128662
	Iteration 33Q: 3 clusters Score -364171.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -364179.875000 Penalty: 2849.128662
	Iteration 34Q: 3 clusters Score -364179.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -364183.937500 Penalty: 2849.128662
	Iteration 35Q: 3 clusters Score -364183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -364185.968750 Penalty: 2849.128662
	Iteration 36Q: 3 clusters Score -364186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -364186.531250 Penalty: 2849.128662
	Iteration 37Q: 3 clusters Score -364186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -364186.656250 Penalty: 2849.128662
	Iteration 38Q: 3 clusters Score -364186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -364186.562500 Penalty: 2849.128662
	Iteration 39Q: 3 clusters Score -364186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -364188.343750 Penalty: 2849.128662
	Iteration 40F: 3 clusters Score -364188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -364188.281250 Penalty: 2849.128662
	Iteration 41Q: 3 clusters Score -364188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -364188.843750 Penalty: 2849.128662
	Iteration 42Q: 3 clusters Score -364188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -364189.125000 Penalty: 2849.128662
	Iteration 43Q: 3 clusters Score -364189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -364189.531250 Penalty: 2849.128662
	Iteration 44Q: 3 clusters Score -364189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -364189.468750 Penalty: 2849.128662
	Iteration 45Q: 3 clusters Score -364189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -364189.781250 Penalty: 2849.128662
	Iteration 46Q: 3 clusters Score -364189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -364189.937500 Penalty: 2849.128662
	Iteration 47Q: 3 clusters Score -364189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -364189.937500 Penalty: 2849.128662
	Iteration 48F: 3 clusters Score -364189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Entering Unmasked Estep 
Score: -4809157.500000 Penalty: 1836.999023
	Iteration 0F: 2 clusters Score -4809158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -4754796.000000 Penalty: 3673.998047
	Iteration 0F: 3 clusters Score -4754796 nChanged 38740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4777425.500000 Penalty: 3673.998047
	Iteration 1F: 3 clusters Score -4777426 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4778263.500000 Penalty: 3673.998047
	Iteration 2Q: 3 clusters Score -4778264 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4779199.000000 Penalty: 3673.998047
	Iteration 3Q: 3 clusters Score -4779199 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4780394.500000 Penalty: 3673.998047
	Iteration 4Q: 3 clusters Score -4780394 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4782062.500000 Penalty: 3673.998047
	Iteration 5Q: 3 clusters Score -4782062 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4783999.500000 Penalty: 3673.998047
	Iteration 6Q: 3 clusters Score -4784000 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4786285.500000 Penalty: 3673.998047
	Iteration 7F: 3 clusters Score -4786286 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4788755.000000 Penalty: 3673.998047
	Iteration 8F: 3 clusters Score -4788755 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4791256.500000 Penalty: 3673.998047
	Iteration 9F: 3 clusters Score -4791256 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4793506.000000 Penalty: 3673.998047
	Iteration 10Q: 3 clusters Score -4793506 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4795405.500000 Penalty: 3673.998047
	Iteration 11Q: 3 clusters Score -4795406 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4796905.500000 Penalty: 3673.998047
	Iteration 12Q: 3 clusters Score -4796906 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4798189.500000 Penalty: 3673.998047
	Iteration 13Q: 3 clusters Score -4798190 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4799371.500000 Penalty: 3673.998047
	Iteration 14Q: 3 clusters Score -4799372 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4800645.500000 Penalty: 3673.998047
	Iteration 15Q: 3 clusters Score -4800646 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -4801914.000000 Penalty: 3673.998047
	Iteration 16Q: 3 clusters Score -4801914 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4803151.500000 Penalty: 3673.998047
	Iteration 17Q: 3 clusters Score -4803152 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4804343.500000 Penalty: 3673.998047
	Iteration 18Q: 3 clusters Score -4804344 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4805377.000000 Penalty: 3673.998047
	Iteration 19Q: 3 clusters Score -4805377 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4806169.000000 Penalty: 3673.998047
	Iteration 20F: 3 clusters Score -4806169 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4806683.000000 Penalty: 3673.998047
	Iteration 21Q: 3 clusters Score -4806683 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4807012.000000 Penalty: 3673.998047
	Iteration 22Q: 3 clusters Score -4807012 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4807244.500000 Penalty: 3673.998047
	Iteration 23Q: 3 clusters Score -4807244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80422 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4807381.000000 Penalty: 3673.998047
	Iteration 24Q: 3 clusters Score -4807381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4807468.000000 Penalty: 3673.998047
	Iteration 25Q: 3 clusters Score -4807468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4807519.000000 Penalty: 3673.998047
	Iteration 26Q: 3 clusters Score -4807519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4807562.500000 Penalty: 3673.998047
	Iteration 27Q: 3 clusters Score -4807562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4807600.500000 Penalty: 3673.998047
	Iteration 28Q: 3 clusters Score -4807600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4807618.500000 Penalty: 3673.998047
	Iteration 29Q: 3 clusters Score -4807618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4807639.000000 Penalty: 3673.998047
	Iteration 30Q: 3 clusters Score -4807639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4807649.500000 Penalty: 3673.998047
	Iteration 31Q: 3 clusters Score -4807650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4807654.500000 Penalty: 3673.998047
	Iteration 32Q: 3 clusters Score -4807654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4807662.000000 Penalty: 3673.998047
	Iteration 33Q: 3 clusters Score -4807662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4807668.500000 Penalty: 3673.998047
	Iteration 34Q: 3 clusters Score -4807668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4807678.500000 Penalty: 3673.998047
	Iteration 35Q: 3 clusters Score -4807678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4807685.000000 Penalty: 3673.998047
	Iteration 36Q: 3 clusters Score -4807685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4807691.000000 Penalty: 3673.998047
	Iteration 37Q: 3 clusters Score -4807691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4807698.500000 Penalty: 3673.998047
	Iteration 38Q: 3 clusters Score -4807698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4807701.500000 Penalty: 3673.998047
	Iteration 39Q: 3 clusters Score -4807702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4807702.500000 Penalty: 3673.998047
	Iteration 40F: 3 clusters Score -4807702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4807702.000000 Penalty: 3673.998047
	Iteration 41Q: 3 clusters Score -4807702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4807710.000000 Penalty: 3673.998047
	Iteration 42Q: 3 clusters Score -4807710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4807711.000000 Penalty: 3673.998047
	Iteration 43Q: 3 clusters Score -4807711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4807714.000000 Penalty: 3673.998047
	Iteration 44Q: 3 clusters Score -4807714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4807715.500000 Penalty: 3673.998047
	Iteration 45Q: 3 clusters Score -4807716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4807710.000000 Penalty: 3673.998047
	Iteration 46Q: 3 clusters Score -4807710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4807713.000000 Penalty: 3673.998047
	Iteration 47Q: 3 clusters Score -4807713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4807715.500000 Penalty: 3673.998047
	Iteration 48Q: 3 clusters Score -4807716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4807722.500000 Penalty: 3673.998047
	Iteration 49Q: 3 clusters Score -4807722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4807724.500000 Penalty: 3673.998047
	Iteration 50Q: 3 clusters Score -4807724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4807721.000000 Penalty: 3673.998047
	Iteration 51Q: 3 clusters Score -4807721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4807721.000000 Penalty: 3673.998047
	Iteration 52F: 3 clusters Score -4807721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Entering Unmasked Estep 
Score: -4673806.000000 Penalty: 1828.682251
	Iteration 0F: 2 clusters Score -4673806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -4622564.000000 Penalty: 3657.364502
	Iteration 0F: 3 clusters Score -4622564 nChanged 36613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4643720.500000 Penalty: 3657.364502
	Iteration 1F: 3 clusters Score -4643720 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -4644641.000000 Penalty: 3657.364502
	Iteration 2Q: 3 clusters Score -4644641 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -4645887.500000 Penalty: 3657.364502
	Iteration 3Q: 3 clusters Score -4645888 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4647806.500000 Penalty: 3657.364502
	Iteration 4Q: 3 clusters Score -4647806 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -4650651.000000 Penalty: 3657.364502
	Iteration 5F: 3 clusters Score -4650651 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -4654526.000000 Penalty: 3657.364502
	Iteration 6F: 3 clusters Score -4654526 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -4658834.500000 Penalty: 3657.364502
	Iteration 7F: 3 clusters Score -4658834 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -4662803.000000 Penalty: 3657.364502
	Iteration 8F: 3 clusters Score -4662803 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -4665988.000000 Penalty: 3657.364502
	Iteration 9F: 3 clusters Score -4665988 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -4668410.500000 Penalty: 3657.364502
	Iteration 10Q: 3 clusters Score -4668410 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -4669968.000000 Penalty: 3657.364502
	Iteration 11Q: 3 clusters Score -4669968 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -4670941.500000 Penalty: 3657.364502
	Iteration 12Q: 3 clusters Score -4670942 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -4671510.000000 Penalty: 3657.364502
	Iteration 13Q: 3 clusters Score -4671510 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -4671828.000000 Penalty: 3657.364502
	Iteration 14Q: 3 clusters Score -4671828 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -4672000.500000 Penalty: 3657.364502
	Iteration 15Q: 3 clusters Score -4672000 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -4672138.000000 Penalty: 3657.364502
	Iteration 16Q: 3 clusters Score -4672138 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -4672210.000000 Penalty: 3657.364502
	Iteration 17Q: 3 clusters Score -4672210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -4672259.000000 Penalty: 3657.364502
	Iteration 18Q: 3 clusters Score -4672259 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -4672289.500000 Penalty: 3657.364502
	Iteration 19Q: 3 clusters Score -4672290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -4672304.000000 Penalty: 3657.364502
	Iteration 20F: 3 clusters Score -4672304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -4672314.500000 Penalty: 3657.364502
	Iteration 21Q: 3 clusters Score -4672314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -4672317.000000 Penalty: 3657.364502
	Iteration 22Q: 3 clusters Score -4672317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -4672323.500000 Penalty: 3657.364502
	Iteration 23Q: 3 clusters Score -4672324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -4672337.000000 Penalty: 3657.364502
	Iteration 24Q: 3 clusters Score -4672337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -4672337.500000 Penalty: 3657.364502
	Iteration 25Q: 3 clusters Score -4672338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -4672337.000000 Penalty: 3657.364502
	Iteration 26Q: 3 clusters Score -4672337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -4672357.000000 Penalty: 3657.364502
	Iteration 27Q: 3 clusters Score -4672357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -4672366.000000 Penalty: 3657.364502
	Iteration 28Q: 3 clusters Score -4672366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -4672376.500000 Penalty: 3657.364502
	Iteration 29Q: 3 clusters Score -4672376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -4672380.500000 Penalty: 3657.364502
	Iteration 30Q: 3 clusters Score -4672380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -4672383.000000 Penalty: 3657.364502
	Iteration 31Q: 3 clusters Score -4672383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -4672385.000000 Penalty: 3657.364502
	Iteration 32Q: 3 clusters Score -4672385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -4672395.000000 Penalty: 3657.364502
	Iteration 33Q: 3 clusters Score -4672395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -4672399.000000 Penalty: 3657.364502
	Iteration 34Q: 3 clusters Score -4672399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -4672403.500000 Penalty: 3657.364502
	Iteration 35Q: 3 clusters Score -4672404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -4672404.500000 Penalty: 3657.364502
	Iteration 36Q: 3 clusters Score -4672404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -4672405.000000 Penalty: 3657.364502
	Iteration 37Q: 3 clusters Score -4672405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -4672406.000000 Penalty: 3657.364502
	Iteration 38Q: 3 clusters Score -4672406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -4672399.500000 Penalty: 3657.364502
	Iteration 39Q: 3 clusters Score -4672400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -4672399.000000 Penalty: 3657.364502
	Iteration 40F: 3 clusters Score -4672399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -4672401.000000 Penalty: 3657.364502
	Iteration 41Q: 3 clusters Score -4672401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -4672404.500000 Penalty: 3657.364502
	Iteration 42Q: 3 clusters Score -4672404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -4672409.000000 Penalty: 3657.364502
	Iteration 43Q: 3 clusters Score -4672409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -4672406.500000 Penalty: 3657.364502
	Iteration 44Q: 3 clusters Score -4672406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -4672410.000000 Penalty: 3657.364502
	Iteration 45Q: 3 clusters Score -4672410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -4672411.000000 Penalty: 3657.364502
	Iteration 46Q: 3 clusters Score -4672411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -4672410.000000 Penalty: 3657.364502
	Iteration 47Q: 3 clusters Score -4672410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -4672409.500000 Penalty: 3657.364502
	Iteration 48Q: 3 clusters Score -4672410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -4672413.000000 Penalty: 3657.364502
	Iteration 49Q: 3 clusters Score -4672413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -4672409.500000 Penalty: 3657.364502
	Iteration 50Q: 3 clusters Score -4672410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -4672409.500000 Penalty: 3657.364502
	Iteration 51Q: 3 clusters Score -4672410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -4672410.500000 Penalty: 3657.364502
	Iteration 52Q: 3 clusters Score -4672410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -4672409.000000 Penalty: 3657.364502
	Iteration 53Q: 3 clusters Score -4672409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -4672408.500000 Penalty: 3657.364502
	Iteration 54Q: 3 clusters Score -4672408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -4672410.500000 Penalty: 3657.364502
	Iteration 55Q: 3 clusters Score -4672410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -4672409.500000 Penalty: 3657.364502
	Iteration 56Q: 3 clusters Score -4672410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -4672413.500000 Penalty: 3657.364502
	Iteration 57Q: 3 clusters Score -4672414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -4672415.500000 Penalty: 3657.364502
	Iteration 58Q: 3 clusters Score -4672416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -4672418.500000 Penalty: 3657.364502
	Iteration 59Q: 3 clusters Score -4672418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -4672418.500000 Penalty: 3657.364502
	Iteration 60F: 3 clusters Score -4672418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Entering Unmasked Estep 
Score: -4126484.500000 Penalty: 1809.078613
	Iteration 0F: 2 clusters Score -4126484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4080582.750000 Penalty: 3618.157227
	Iteration 0F: 3 clusters Score -4080583 nChanged 32470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4099624.500000 Penalty: 3618.157227
	Iteration 1F: 3 clusters Score -4099624 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4101075.750000 Penalty: 3618.157227
	Iteration 2Q: 3 clusters Score -4101076 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -4103414.750000 Penalty: 3618.157227
	Iteration 3F: 3 clusters Score -4103415 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4106788.750000 Penalty: 3618.157227
	Iteration 4F: 3 clusters Score -4106789 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4111250.250000 Penalty: 3618.157227
	Iteration 5F: 3 clusters Score -4111250 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4115733.500000 Penalty: 3618.157227
	Iteration 6F: 3 clusters Score -4115734 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4119383.250000 Penalty: 3618.157227
	Iteration 7F: 3 clusters Score -4119383 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4122004.750000 Penalty: 3618.157227
	Iteration 8Q: 3 clusters Score -4122005 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4123452.500000 Penalty: 3618.157227
	Iteration 9Q: 3 clusters Score -4123452 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4124230.750000 Penalty: 3618.157227
	Iteration 10Q: 3 clusters Score -4124231 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4124569.250000 Penalty: 3618.157227
	Iteration 11Q: 3 clusters Score -4124569 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4124724.000000 Penalty: 3618.157227
	Iteration 12Q: 3 clusters Score -4124724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4124816.750000 Penalty: 3618.157227
	Iteration 13Q: 3 clusters Score -4124817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4124858.750000 Penalty: 3618.157227
	Iteration 14Q: 3 clusters Score -4124859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4124877.250000 Penalty: 3618.157227
	Iteration 15Q: 3 clusters Score -4124877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4124896.500000 Penalty: 3618.157227
	Iteration 16Q: 3 clusters Score -4124896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4124905.500000 Penalty: 3618.157227
	Iteration 17Q: 3 clusters Score -4124906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4124919.000000 Penalty: 3618.157227
	Iteration 18Q: 3 clusters Score -4124919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4124932.000000 Penalty: 3618.157227
	Iteration 19Q: 3 clusters Score -4124932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4124945.750000 Penalty: 3618.157227
	Iteration 20F: 3 clusters Score -4124946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4124950.250000 Penalty: 3618.157227
	Iteration 21Q: 3 clusters Score -4124950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4124951.750000 Penalty: 3618.157227
	Iteration 22Q: 3 clusters Score -4124952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4124951.250000 Penalty: 3618.157227
	Iteration 23Q: 3 clusters Score -4124951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4124952.000000 Penalty: 3618.157227
	Iteration 24Q: 3 clusters Score -4124952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4124950.250000 Penalty: 3618.157227
	Iteration 25Q: 3 clusters Score -4124950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4124950.250000 Penalty: 3618.157227
	Iteration 26F: 3 clusters Score -4124950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -120321.390625 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -120321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -118118.695312 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -118118.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -118647.312500 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -118647.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -118858.351562 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -118858.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119074.414062 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -119074.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -119343.156250 Penalty: 2499.936768
	Iteration 4F: 3 clusters Score -119343.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -119552.890625 Penalty: 2499.936768
	Iteration 5F: 3 clusters Score -119552.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -119682.648438 Penalty: 2499.936768
	Iteration 6F: 3 clusters Score -119682.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -119766.812500 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -119766.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119823.210938 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -119823.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -119857.421875 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -119857.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -119874.062500 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -119874.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -119884.609375 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -119884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -119892.070312 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -119892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -119899.734375 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -119899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119903.023438 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -119903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -119905.890625 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -119905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -119910.328125 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -119910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -119913.828125 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -119913.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -119919.406250 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -119919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -119923.078125 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -119923.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119927.507812 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -119927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -119929.757812 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -119929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119932.109375 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -119932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -119936.429688 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -119936.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -119941.875000 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -119941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119944.554688 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -119944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119948.164062 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -119948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119949.820312 Penalty: 2499.936768
	Iteration 27Q: 3 clusters Score -119949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119950.968750 Penalty: 2499.936768
	Iteration 28Q: 3 clusters Score -119951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119950.968750 Penalty: 2499.936768
	Iteration 29F: 3 clusters Score -119951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Entering Unmasked Estep 
Score: -1339138.375000 Penalty: 1625.232422
	Iteration 0F: 2 clusters Score -1339138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1324193.125000 Penalty: 3250.464844
	Iteration 0F: 3 clusters Score -1324193 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1329688.500000 Penalty: 3250.464844
	Iteration 1F: 3 clusters Score -1329688 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1330092.000000 Penalty: 3250.464844
	Iteration 2Q: 3 clusters Score -1330092 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1330509.500000 Penalty: 3250.464844
	Iteration 3Q: 3 clusters Score -1330510 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1330971.250000 Penalty: 3250.464844
	Iteration 4Q: 3 clusters Score -1330971 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1331555.375000 Penalty: 3250.464844
	Iteration 5F: 3 clusters Score -1331555 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1332331.000000 Penalty: 3250.464844
	Iteration 6F: 3 clusters Score -1332331 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1333370.000000 Penalty: 3250.464844
	Iteration 7F: 3 clusters Score -1333370 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1334482.750000 Penalty: 3250.464844
	Iteration 8F: 3 clusters Score -1334483 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1335466.125000 Penalty: 3250.464844
	Iteration 9F: 3 clusters Score -1335466 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1336223.375000 Penalty: 3250.464844
	Iteration 10Q: 3 clusters Score -1336223 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1336822.875000 Penalty: 3250.464844
	Iteration 11Q: 3 clusters Score -1336823 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1337257.000000 Penalty: 3250.464844
	Iteration 12Q: 3 clusters Score -1337257 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1337579.250000 Penalty: 3250.464844
	Iteration 13Q: 3 clusters Score -1337579 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1337843.375000 Penalty: 3250.464844
	Iteration 14Q: 3 clusters Score -1337843 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1338004.875000 Penalty: 3250.464844
	Iteration 15Q: 3 clusters Score -1338005 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1338127.000000 Penalty: 3250.464844
	Iteration 16Q: 3 clusters Score -1338127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1338185.875000 Penalty: 3250.464844
	Iteration 17Q: 3 clusters Score -1338186 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1338242.875000 Penalty: 3250.464844
	Iteration 18Q: 3 clusters Score -1338243 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1338266.125000 Penalty: 3250.464844
	Iteration 19Q: 3 clusters Score -1338266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1338274.500000 Penalty: 3250.464844
	Iteration 20F: 3 clusters Score -1338274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1338288.125000 Penalty: 3250.464844
	Iteration 21Q: 3 clusters Score -1338288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1338294.500000 Penalty: 3250.464844
	Iteration 22Q: 3 clusters Score -1338294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1338304.125000 Penalty: 3250.464844
	Iteration 23Q: 3 clusters Score -1338304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1338300.625000 Penalty: 3250.464844
	Iteration 24Q: 3 clusters Score -1338301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1338304.500000 Penalty: 3250.464844
	Iteration 25Q: 3 clusters Score -1338304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1338307.500000 Penalty: 3250.464844
	Iteration 26Q: 3 clusters Score -1338308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1338310.125000 Penalty: 3250.464844
	Iteration 27Q: 3 clusters Score -1338310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1338311.375000 Penalty: 3250.464844
	Iteration 28Q: 3 clusters Score -1338311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1338311.750000 Penalty: 3250.464844
	Iteration 29Q: 3 clusters Score -1338312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1338314.625000 Penalty: 3250.464844
	Iteration 30Q: 3 clusters Score -1338315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1338312.500000 Penalty: 3250.464844
	Iteration 31Q: 3 clusters Score -1338312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1338312.875000 Penalty: 3250.464844
	Iteration 32Q: 3 clusters Score -1338313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1338312.000000 Penalty: 3250.464844
	Iteration 33Q: 3 clusters Score -1338312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1338313.125000 Penalty: 3250.464844
	Iteration 34Q: 3 clusters Score -1338313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1338315.625000 Penalty: 3250.464844
	Iteration 35Q: 3 clusters Score -1338316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1338316.125000 Penalty: 3250.464844
	Iteration 36Q: 3 clusters Score -1338316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1338318.000000 Penalty: 3250.464844
	Iteration 37Q: 3 clusters Score -1338318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1338318.750000 Penalty: 3250.464844
	Iteration 38Q: 3 clusters Score -1338319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1338317.625000 Penalty: 3250.464844
	Iteration 39Q: 3 clusters Score -1338318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1338321.250000 Penalty: 3250.464844
	Iteration 40F: 3 clusters Score -1338321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1338319.750000 Penalty: 3250.464844
	Iteration 41Q: 3 clusters Score -1338320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1338318.375000 Penalty: 3250.464844
	Iteration 42Q: 3 clusters Score -1338318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1338318.375000 Penalty: 3250.464844
	Iteration 43F: 3 clusters Score -1338318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -217988.484375 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -217988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -214601.000000 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -214601 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -215470.640625 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -215470.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -215617.359375 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -215617.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -215719.265625 Penalty: 2700.164551
	Iteration 3Q: 3 clusters Score -215719.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -215816.375000 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -215816.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -215893.375000 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -215893.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -215949.125000 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -215949.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216022.968750 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -216023 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -216095.000000 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -216095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -216167.937500 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -216167.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -216257.546875 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -216257.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -216356.187500 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -216356.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -216434.843750 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -216434.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -216489.671875 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -216489.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216544.140625 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -216544.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -216604.171875 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -216604.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -216663.703125 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -216663.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -216720.703125 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -216720.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216775.031250 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -216775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -216818.812500 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -216818.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -216850.500000 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -216850.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -216873.656250 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -216873.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216897.656250 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -216897.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216913.765625 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -216913.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -216936.500000 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -216936.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -216960.062500 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -216960.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -216980.468750 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -216980.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216996.046875 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -216996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -217016.500000 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -217016.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217036.437500 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -217036.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217057.203125 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -217057.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217068.750000 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -217068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217079.281250 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -217079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217091.203125 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -217091.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -217101.093750 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -217101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -217107.312500 Penalty: 2700.164551
	Iteration 35Q: 3 clusters Score -217107.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -217115.781250 Penalty: 2700.164551
	Iteration 36Q: 3 clusters Score -217115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217122.500000 Penalty: 2700.164551
	Iteration 37Q: 3 clusters Score -217122.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217130.156250 Penalty: 2700.164551
	Iteration 38Q: 3 clusters Score -217130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217137.843750 Penalty: 2700.164551
	Iteration 39Q: 3 clusters Score -217137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217145.015625 Penalty: 2700.164551
	Iteration 40F: 3 clusters Score -217145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217154.468750 Penalty: 2700.164551
	Iteration 41Q: 3 clusters Score -217154.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217164.921875 Penalty: 2700.164551
	Iteration 42Q: 3 clusters Score -217164.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217175.593750 Penalty: 2700.164551
	Iteration 43Q: 3 clusters Score -217175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217178.859375 Penalty: 2700.164551
	Iteration 44Q: 3 clusters Score -217178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217180.859375 Penalty: 2700.164551
	Iteration 45Q: 3 clusters Score -217180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217183.515625 Penalty: 2700.164551
	Iteration 46Q: 3 clusters Score -217183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217185.609375 Penalty: 2700.164551
	Iteration 47Q: 3 clusters Score -217185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -217187.203125 Penalty: 2700.164551
	Iteration 48Q: 3 clusters Score -217187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217187.968750 Penalty: 2700.164551
	Iteration 49Q: 3 clusters Score -217188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217187.968750 Penalty: 2700.164551
	Iteration 50F: 3 clusters Score -217188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -111208.835938 Penalty: 1280.077026
	Iteration 0F: 2 clusters Score -111208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -108756.914062 Penalty: 2560.154053
	Iteration 0F: 3 clusters Score -108756.9 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -109477.132812 Penalty: 2560.154053
	Iteration 1F: 3 clusters Score -109477.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -109868.710938 Penalty: 2560.154053
	Iteration 2F: 3 clusters Score -109868.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -110149.742188 Penalty: 2560.154053
	Iteration 3F: 3 clusters Score -110149.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -110335.789062 Penalty: 2560.154053
	Iteration 4F: 3 clusters Score -110335.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -110479.593750 Penalty: 2560.154053
	Iteration 5F: 3 clusters Score -110479.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -110611.765625 Penalty: 2560.154053
	Iteration 6F: 3 clusters Score -110611.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -110726.421875 Penalty: 2560.154053
	Iteration 7Q: 3 clusters Score -110726.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -110817.773438 Penalty: 2560.154053
	Iteration 8Q: 3 clusters Score -110817.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -110883.046875 Penalty: 2560.154053
	Iteration 9Q: 3 clusters Score -110883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110927.250000 Penalty: 2560.154053
	Iteration 10Q: 3 clusters Score -110927.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110957.554688 Penalty: 2560.154053
	Iteration 11Q: 3 clusters Score -110957.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110987.867188 Penalty: 2560.154053
	Iteration 12Q: 3 clusters Score -110987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111007.609375 Penalty: 2560.154053
	Iteration 13Q: 3 clusters Score -111007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111022.609375 Penalty: 2560.154053
	Iteration 14Q: 3 clusters Score -111022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111034.484375 Penalty: 2560.154053
	Iteration 15Q: 3 clusters Score -111034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111041.750000 Penalty: 2560.154053
	Iteration 16Q: 3 clusters Score -111041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111044.343750 Penalty: 2560.154053
	Iteration 17Q: 3 clusters Score -111044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111045.195312 Penalty: 2560.154053
	Iteration 18Q: 3 clusters Score -111045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111048.093750 Penalty: 2560.154053
	Iteration 19Q: 3 clusters Score -111048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111049.781250 Penalty: 2560.154053
	Iteration 20F: 3 clusters Score -111049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111051.406250 Penalty: 2560.154053
	Iteration 21Q: 3 clusters Score -111051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111054.328125 Penalty: 2560.154053
	Iteration 22Q: 3 clusters Score -111054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111054.914062 Penalty: 2560.154053
	Iteration 23Q: 3 clusters Score -111054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111057.031250 Penalty: 2560.154053
	Iteration 24Q: 3 clusters Score -111057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111059.234375 Penalty: 2560.154053
	Iteration 25Q: 3 clusters Score -111059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111060.851562 Penalty: 2560.154053
	Iteration 26Q: 3 clusters Score -111060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111062.875000 Penalty: 2560.154053
	Iteration 27Q: 3 clusters Score -111062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111070.562500 Penalty: 2560.154053
	Iteration 28Q: 3 clusters Score -111070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111073.890625 Penalty: 2560.154053
	Iteration 29Q: 3 clusters Score -111073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111076.328125 Penalty: 2560.154053
	Iteration 30Q: 3 clusters Score -111076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111077.453125 Penalty: 2560.154053
	Iteration 31Q: 3 clusters Score -111077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111077.578125 Penalty: 2560.154053
	Iteration 32Q: 3 clusters Score -111077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111077.578125 Penalty: 2560.154053
	Iteration 33F: 3 clusters Score -111077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -216083.015625 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -216083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -213012.734375 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -213012.7 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -213876.437500 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -213876.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -214128.234375 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -214128.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -214285.265625 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -214285.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -214389.703125 Penalty: 2661.594482
	Iteration 4Q: 3 clusters Score -214389.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -214455.125000 Penalty: 2661.594482
	Iteration 5Q: 3 clusters Score -214455.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -214519.484375 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -214519.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -214599.265625 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -214599.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -214696.281250 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -214696.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -214791.171875 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -214791.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -214864.750000 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -214864.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -214921.359375 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -214921.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -214973.765625 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -214973.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -215016.406250 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -215016.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -215047.968750 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -215048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -215076.953125 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -215077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -215106.109375 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -215106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -215128.343750 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -215128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -215141.781250 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -215141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215153.609375 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -215153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -215163.687500 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -215163.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -215172.906250 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -215172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -215175.187500 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -215175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -215176.812500 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -215176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215178.843750 Penalty: 2661.594482
	Iteration 24Q: 3 clusters Score -215178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215178.843750 Penalty: 2661.594482
	Iteration 25F: 3 clusters Score -215178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -90561.343750 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -90561.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88747.132812 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -88747.13 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -89150.546875 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -89150.55 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -89258.039062 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -89258.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -89321.851562 Penalty: 2400.804199
	Iteration 3Q: 3 clusters Score -89321.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -89379.710938 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -89379.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -89422.992188 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -89422.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -89476.562500 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -89476.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -89532.523438 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -89532.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -89572.859375 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -89572.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -89630.601562 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -89630.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -89685.132812 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -89685.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -89779.125000 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -89779.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89986.101562 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -89986.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -90437.484375 Penalty: 2400.804199
	Iteration 13F: 3 clusters Score -90437.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -90800.945312 Penalty: 2400.804199
	Iteration 14F: 3 clusters Score -90800.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -91073.320312 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -91073.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -91410.289062 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -91410.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -91493.750000 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -91493.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -91502.921875 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -91502.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -91504.718750 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -91504.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -91504.718750 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -91504.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 672 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 943 members 
Entering Unmasked Estep 
Score: -30942510.000000 Penalty: 88057.867188
Splitting cluster 11 changes total score from -30942520.000000 to -30942510.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -234092.875000 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -234092.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -230748.031250 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -230748 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -231629.437500 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -231629.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -231823.625000 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -231823.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -231967.578125 Penalty: 2693.937012
	Iteration 3F: 3 clusters Score -231967.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -232087.687500 Penalty: 2693.937012
	Iteration 4F: 3 clusters Score -232087.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -232226.593750 Penalty: 2693.937012
	Iteration 5F: 3 clusters Score -232226.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -232387.453125 Penalty: 2693.937012
	Iteration 6F: 3 clusters Score -232387.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -232565.156250 Penalty: 2693.937012
	Iteration 7F: 3 clusters Score -232565.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232719.953125 Penalty: 2693.937012
	Iteration 8F: 3 clusters Score -232720 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232818.375000 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -232818.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -232903.781250 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -232903.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -232963.718750 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -232963.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -233029.093750 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -233029.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -233092.343750 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -233092.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -233155.828125 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -233155.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -233201.765625 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -233201.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -233244.328125 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -233244.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -233285.156250 Penalty: 2693.937012
	Iteration 17Q: 3 clusters Score -233285.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -233340.203125 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -233340.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -233395.843750 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -233395.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -233449.328125 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -233449.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -233493.562500 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -233493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -233543.406250 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -233543.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -233577.593750 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -233577.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -233599.531250 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -233599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -233612.312500 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -233612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -233621.515625 Penalty: 2693.937012
	Iteration 26Q: 3 clusters Score -233621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -233630.968750 Penalty: 2693.937012
	Iteration 27Q: 3 clusters Score -233631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -233636.890625 Penalty: 2693.937012
	Iteration 28Q: 3 clusters Score -233636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -233641.312500 Penalty: 2693.937012
	Iteration 29Q: 3 clusters Score -233641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -233644.453125 Penalty: 2693.937012
	Iteration 30Q: 3 clusters Score -233644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -233645.593750 Penalty: 2693.937012
	Iteration 31Q: 3 clusters Score -233645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -233645.593750 Penalty: 2693.937012
	Iteration 32F: 3 clusters Score -233645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -87838.820312 Penalty: 1197.252686
	Iteration 0F: 2 clusters Score -87838.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85996.242188 Penalty: 2394.505371
	Iteration 0F: 3 clusters Score -85996.24 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -86362.234375 Penalty: 2394.505371
	Iteration 1F: 3 clusters Score -86362.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -86484.039062 Penalty: 2394.505371
	Iteration 2F: 3 clusters Score -86484.04 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -86538.882812 Penalty: 2394.505371
	Iteration 3Q: 3 clusters Score -86538.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -86575.984375 Penalty: 2394.505371
	Iteration 4Q: 3 clusters Score -86575.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -86600.734375 Penalty: 2394.505371
	Iteration 5Q: 3 clusters Score -86600.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86623.062500 Penalty: 2394.505371
	Iteration 6Q: 3 clusters Score -86623.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86666.000000 Penalty: 2394.505371
	Iteration 7Q: 3 clusters Score -86666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86725.671875 Penalty: 2394.505371
	Iteration 8Q: 3 clusters Score -86725.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -86844.515625 Penalty: 2394.505371
	Iteration 9Q: 3 clusters Score -86844.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87054.273438 Penalty: 2394.505371
	Iteration 10Q: 3 clusters Score -87054.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87379.359375 Penalty: 2394.505371
	Iteration 11F: 3 clusters Score -87379.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -87644.687500 Penalty: 2394.505371
	Iteration 12F: 3 clusters Score -87644.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87806.000000 Penalty: 2394.505371
	Iteration 13Q: 3 clusters Score -87806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -87905.632812 Penalty: 2394.505371
	Iteration 14Q: 3 clusters Score -87905.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -87957.960938 Penalty: 2394.505371
	Iteration 15Q: 3 clusters Score -87957.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -87977.593750 Penalty: 2394.505371
	Iteration 16Q: 3 clusters Score -87977.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87985.640625 Penalty: 2394.505371
	Iteration 17Q: 3 clusters Score -87985.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87986.468750 Penalty: 2394.505371
	Iteration 18Q: 3 clusters Score -87986.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87986.468750 Penalty: 2394.505371
	Iteration 19F: 3 clusters Score -87986.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 565 members 
Entering Unmasked Estep 
Score: -30941708.000000 Penalty: 88057.867188
Splitting cluster 13 changes total score from -30942520.000000 to -30941708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -370627.312500 Penalty: 1420.252808
	Iteration 0F: 2 clusters Score -370627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -365859.687500 Penalty: 2840.505615
	Iteration 0F: 3 clusters Score -365859.7 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -367221.218750 Penalty: 2840.505615
	Iteration 1F: 3 clusters Score -367221.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -367435.562500 Penalty: 2840.505615
	Iteration 2F: 3 clusters Score -367435.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -367605.312500 Penalty: 2840.505615
	Iteration 3F: 3 clusters Score -367605.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -367745.875000 Penalty: 2840.505615
	Iteration 4Q: 3 clusters Score -367745.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -367897.250000 Penalty: 2840.505615
	Iteration 5Q: 3 clusters Score -367897.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -368062.812500 Penalty: 2840.505615
	Iteration 6Q: 3 clusters Score -368062.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -368247.562500 Penalty: 2840.505615
	Iteration 7Q: 3 clusters Score -368247.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -368470.093750 Penalty: 2840.505615
	Iteration 8Q: 3 clusters Score -368470.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -368725.656250 Penalty: 2840.505615
	Iteration 9Q: 3 clusters Score -368725.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -368988.968750 Penalty: 2840.505615
	Iteration 10Q: 3 clusters Score -368989 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -369209.968750 Penalty: 2840.505615
	Iteration 11Q: 3 clusters Score -369210 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -369398.156250 Penalty: 2840.505615
	Iteration 12Q: 3 clusters Score -369398.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -369515.312500 Penalty: 2840.505615
	Iteration 13Q: 3 clusters Score -369515.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -369595.593750 Penalty: 2840.505615
	Iteration 14Q: 3 clusters Score -369595.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -369643.156250 Penalty: 2840.505615
	Iteration 15Q: 3 clusters Score -369643.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -369671.468750 Penalty: 2840.505615
	Iteration 16Q: 3 clusters Score -369671.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -369695.500000 Penalty: 2840.505615
	Iteration 17Q: 3 clusters Score -369695.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -369714.343750 Penalty: 2840.505615
	Iteration 18Q: 3 clusters Score -369714.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -369725.468750 Penalty: 2840.505615
	Iteration 19Q: 3 clusters Score -369725.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -369728.843750 Penalty: 2840.505615
	Iteration 20F: 3 clusters Score -369728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -369733.406250 Penalty: 2840.505615
	Iteration 21Q: 3 clusters Score -369733.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -369737.031250 Penalty: 2840.505615
	Iteration 22Q: 3 clusters Score -369737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -369744.062500 Penalty: 2840.505615
	Iteration 23Q: 3 clusters Score -369744.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -369749.562500 Penalty: 2840.505615
	Iteration 24Q: 3 clusters Score -369749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -369752.906250 Penalty: 2840.505615
	Iteration 25Q: 3 clusters Score -369752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -369752.781250 Penalty: 2840.505615
	Iteration 26Q: 3 clusters Score -369752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -369757.531250 Penalty: 2840.505615
	Iteration 27Q: 3 clusters Score -369757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -369760.062500 Penalty: 2840.505615
	Iteration 28Q: 3 clusters Score -369760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -369760.375000 Penalty: 2840.505615
	Iteration 29Q: 3 clusters Score -369760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -369762.218750 Penalty: 2840.505615
	Iteration 30Q: 3 clusters Score -369762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -369762.625000 Penalty: 2840.505615
	Iteration 31Q: 3 clusters Score -369762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -369762.812500 Penalty: 2840.505615
	Iteration 32Q: 3 clusters Score -369762.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -369762.812500 Penalty: 2840.505615
	Iteration 33F: 3 clusters Score -369762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Entering Unmasked Estep 
Score: -754832.312500 Penalty: 1560.332153
	Iteration 0F: 2 clusters Score -754832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -744557.500000 Penalty: 3120.664307
	Iteration 0F: 3 clusters Score -744557.5 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -747944.000000 Penalty: 3120.664307
	Iteration 1F: 3 clusters Score -747944 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -748252.000000 Penalty: 3120.664307
	Iteration 2F: 3 clusters Score -748252 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -748515.312500 Penalty: 3120.664307
	Iteration 3Q: 3 clusters Score -748515.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -748768.687500 Penalty: 3120.664307
	Iteration 4Q: 3 clusters Score -748768.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -749006.562500 Penalty: 3120.664307
	Iteration 5Q: 3 clusters Score -749006.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -749233.875000 Penalty: 3120.664307
	Iteration 6Q: 3 clusters Score -749233.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -749497.625000 Penalty: 3120.664307
	Iteration 7Q: 3 clusters Score -749497.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -749780.437500 Penalty: 3120.664307
	Iteration 8Q: 3 clusters Score -749780.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -750102.562500 Penalty: 3120.664307
	Iteration 9Q: 3 clusters Score -750102.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -750510.375000 Penalty: 3120.664307
	Iteration 10Q: 3 clusters Score -750510.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -751042.625000 Penalty: 3120.664307
	Iteration 11F: 3 clusters Score -751042.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -751600.062500 Penalty: 3120.664307
	Iteration 12F: 3 clusters Score -751600.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -752135.500000 Penalty: 3120.664307
	Iteration 13Q: 3 clusters Score -752135.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -752628.312500 Penalty: 3120.664307
	Iteration 14Q: 3 clusters Score -752628.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -752970.812500 Penalty: 3120.664307
	Iteration 15Q: 3 clusters Score -752970.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -753200.562500 Penalty: 3120.664307
	Iteration 16Q: 3 clusters Score -753200.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -753343.875000 Penalty: 3120.664307
	Iteration 17Q: 3 clusters Score -753343.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -753413.625000 Penalty: 3120.664307
	Iteration 18Q: 3 clusters Score -753413.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -753453.125000 Penalty: 3120.664307
	Iteration 19Q: 3 clusters Score -753453.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -753474.750000 Penalty: 3120.664307
	Iteration 20F: 3 clusters Score -753474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -753490.625000 Penalty: 3120.664307
	Iteration 21Q: 3 clusters Score -753490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -753501.062500 Penalty: 3120.664307
	Iteration 22Q: 3 clusters Score -753501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -753509.437500 Penalty: 3120.664307
	Iteration 23Q: 3 clusters Score -753509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -753519.812500 Penalty: 3120.664307
	Iteration 24Q: 3 clusters Score -753519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -753528.500000 Penalty: 3120.664307
	Iteration 25Q: 3 clusters Score -753528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -753533.187500 Penalty: 3120.664307
	Iteration 26Q: 3 clusters Score -753533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -753541.812500 Penalty: 3120.664307
	Iteration 27Q: 3 clusters Score -753541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -753551.125000 Penalty: 3120.664307
	Iteration 28Q: 3 clusters Score -753551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -753555.750000 Penalty: 3120.664307
	Iteration 29Q: 3 clusters Score -753555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -753560.062500 Penalty: 3120.664307
	Iteration 30Q: 3 clusters Score -753560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -753565.687500 Penalty: 3120.664307
	Iteration 31Q: 3 clusters Score -753565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -753571.562500 Penalty: 3120.664307
	Iteration 32Q: 3 clusters Score -753571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -753574.875000 Penalty: 3120.664307
	Iteration 33Q: 3 clusters Score -753574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -753576.250000 Penalty: 3120.664307
	Iteration 34Q: 3 clusters Score -753576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -753577.250000 Penalty: 3120.664307
	Iteration 35Q: 3 clusters Score -753577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -753577.812500 Penalty: 3120.664307
	Iteration 36Q: 3 clusters Score -753577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -753577.812500 Penalty: 3120.664307
	Iteration 37F: 3 clusters Score -753577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -86713.468750 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -86713.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84945.171875 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -84945.17 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -85368.921875 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -85368.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85484.382812 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -85484.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -85562.328125 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -85562.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85617.304688 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -85617.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -85694.820312 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -85694.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -85788.828125 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -85788.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -85908.000000 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -85908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -85997.203125 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -85997.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -86101.750000 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -86101.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -86214.906250 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -86214.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -86296.437500 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -86296.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -86355.570312 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -86355.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -86399.140625 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -86399.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -86433.914062 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -86433.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -86454.781250 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -86454.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -86462.265625 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -86462.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -86466.351562 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -86466.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -86469.421875 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -86469.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -86471.171875 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -86471.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -86472.289062 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -86472.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -86474.187500 Penalty: 2388.708984
	Iteration 21Q: 3 clusters Score -86474.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -86474.632812 Penalty: 2388.708984
	Iteration 22Q: 3 clusters Score -86474.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -86474.632812 Penalty: 2388.708984
	Iteration 23F: 3 clusters Score -86474.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -272007.718750 Penalty: 1380.827271
	Iteration 0F: 2 clusters Score -272007.7 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 2375 members 
Entering Unmasked Estep 
Score: -268132.281250 Penalty: 2761.654541
	Iteration 0F: 3 clusters Score -268132.3 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -269204.875000 Penalty: 2761.654541
	Iteration 1F: 3 clusters Score -269204.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -269375.906250 Penalty: 2761.654541
	Iteration 2F: 3 clusters Score -269375.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -269495.562500 Penalty: 2761.654541
	Iteration 3Q: 3 clusters Score -269495.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -269586.781250 Penalty: 2761.654541
	Iteration 4Q: 3 clusters Score -269586.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -269678.218750 Penalty: 2761.654541
	Iteration 5Q: 3 clusters Score -269678.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -269784.687500 Penalty: 2761.654541
	Iteration 6Q: 3 clusters Score -269784.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -269898.312500 Penalty: 2761.654541
	Iteration 7Q: 3 clusters Score -269898.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -269997.875000 Penalty: 2761.654541
	Iteration 8Q: 3 clusters Score -269997.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -270104.250000 Penalty: 2761.654541
	Iteration 9Q: 3 clusters Score -270104.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -270205.875000 Penalty: 2761.654541
	Iteration 10Q: 3 clusters Score -270205.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -270314.656250 Penalty: 2761.654541
	Iteration 11Q: 3 clusters Score -270314.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -270420.593750 Penalty: 2761.654541
	Iteration 12Q: 3 clusters Score -270420.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -270497.281250 Penalty: 2761.654541
	Iteration 13Q: 3 clusters Score -270497.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -270567.781250 Penalty: 2761.654541
	Iteration 14Q: 3 clusters Score -270567.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -270634.531250 Penalty: 2761.654541
	Iteration 15Q: 3 clusters Score -270634.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -270681.468750 Penalty: 2761.654541
	Iteration 16Q: 3 clusters Score -270681.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -270723.687500 Penalty: 2761.654541
	Iteration 17Q: 3 clusters Score -270723.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -270765.125000 Penalty: 2761.654541
	Iteration 18Q: 3 clusters Score -270765.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -270805.968750 Penalty: 2761.654541
	Iteration 19Q: 3 clusters Score -270806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -270832.843750 Penalty: 2761.654541
	Iteration 20F: 3 clusters Score -270832.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -270850.937500 Penalty: 2761.654541
	Iteration 21Q: 3 clusters Score -270850.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -270863.468750 Penalty: 2761.654541
	Iteration 22Q: 3 clusters Score -270863.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -270873.250000 Penalty: 2761.654541
	Iteration 23Q: 3 clusters Score -270873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -270880.968750 Penalty: 2761.654541
	Iteration 24Q: 3 clusters Score -270881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -270886.968750 Penalty: 2761.654541
	Iteration 25Q: 3 clusters Score -270887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -270895.000000 Penalty: 2761.654541
	Iteration 26Q: 3 clusters Score -270895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -270907.500000 Penalty: 2761.654541
	Iteration 27Q: 3 clusters Score -270907.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -270913.281250 Penalty: 2761.654541
	Iteration 28Q: 3 clusters Score -270913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -270917.875000 Penalty: 2761.654541
	Iteration 29Q: 3 clusters Score -270917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -270924.218750 Penalty: 2761.654541
	Iteration 30Q: 3 clusters Score -270924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -270932.250000 Penalty: 2761.654541
	Iteration 31Q: 3 clusters Score -270932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -270938.062500 Penalty: 2761.654541
	Iteration 32Q: 3 clusters Score -270938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -270940.468750 Penalty: 2761.654541
	Iteration 33Q: 3 clusters Score -270940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -270940.187500 Penalty: 2761.654541
	Iteration 34Q: 3 clusters Score -270940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -270940.187500 Penalty: 2761.654541
	Iteration 35F: 3 clusters Score -270940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -340749.156250 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -340749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -335827.343750 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -335827.3 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -337477.750000 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -337477.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -337789.656250 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -337789.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -338016.000000 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -338016 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -338182.187500 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -338182.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -338295.781250 Penalty: 2853.656006
	Iteration 5Q: 3 clusters Score -338295.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -338387.343750 Penalty: 2853.656006
	Iteration 6Q: 3 clusters Score -338387.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -338448.500000 Penalty: 2853.656006
	Iteration 7Q: 3 clusters Score -338448.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -338502.156250 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -338502.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -338543.031250 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -338543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -338582.218750 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -338582.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -338611.625000 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -338611.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -338642.468750 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -338642.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -338668.281250 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -338668.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -338692.656250 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -338692.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -338714.968750 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -338715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -338731.875000 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -338731.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -338747.875000 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -338747.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -338759.531250 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -338759.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -338771.281250 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -338771.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -338778.812500 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -338778.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -338785.031250 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -338785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -338790.375000 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -338790.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -338796.312500 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -338796.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -338799.531250 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -338799.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -338805.187500 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -338805.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -338809.562500 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -338809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -338811.843750 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -338811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -338816.250000 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -338816.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -338821.562500 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -338821.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -338829.562500 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -338829.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -338837.625000 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -338837.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -338845.968750 Penalty: 2853.656006
	Iteration 32Q: 3 clusters Score -338846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -338855.843750 Penalty: 2853.656006
	Iteration 33Q: 3 clusters Score -338855.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -338866.843750 Penalty: 2853.656006
	Iteration 34Q: 3 clusters Score -338866.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -338879.156250 Penalty: 2853.656006
	Iteration 35Q: 3 clusters Score -338879.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -338888.156250 Penalty: 2853.656006
	Iteration 36Q: 3 clusters Score -338888.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -338896.062500 Penalty: 2853.656006
	Iteration 37Q: 3 clusters Score -338896.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -338901.843750 Penalty: 2853.656006
	Iteration 38Q: 3 clusters Score -338901.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -338906.468750 Penalty: 2853.656006
	Iteration 39Q: 3 clusters Score -338906.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -338913.437500 Penalty: 2853.656006
	Iteration 40F: 3 clusters Score -338913.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -338920.218750 Penalty: 2853.656006
	Iteration 41Q: 3 clusters Score -338920.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -338929.093750 Penalty: 2853.656006
	Iteration 42Q: 3 clusters Score -338929.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -338936.406250 Penalty: 2853.656006
	Iteration 43Q: 3 clusters Score -338936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -338943.031250 Penalty: 2853.656006
	Iteration 44Q: 3 clusters Score -338943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -338951.187500 Penalty: 2853.656006
	Iteration 45Q: 3 clusters Score -338951.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -338954.437500 Penalty: 2853.656006
	Iteration 46Q: 3 clusters Score -338954.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -338961.562500 Penalty: 2853.656006
	Iteration 47Q: 3 clusters Score -338961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -338969.625000 Penalty: 2853.656006
	Iteration 48Q: 3 clusters Score -338969.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -338981.093750 Penalty: 2853.656006
	Iteration 49Q: 3 clusters Score -338981.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -338990.531250 Penalty: 2853.656006
	Iteration 50Q: 3 clusters Score -338990.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -338998.125000 Penalty: 2853.656006
	Iteration 51Q: 3 clusters Score -338998.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -339005.593750 Penalty: 2853.656006
	Iteration 52Q: 3 clusters Score -339005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -339009.468750 Penalty: 2853.656006
	Iteration 53Q: 3 clusters Score -339009.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -339015.406250 Penalty: 2853.656006
	Iteration 54Q: 3 clusters Score -339015.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -339023.125000 Penalty: 2853.656006
	Iteration 55Q: 3 clusters Score -339023.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -339035.906250 Penalty: 2853.656006
	Iteration 56Q: 3 clusters Score -339035.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -339046.625000 Penalty: 2853.656006
	Iteration 57Q: 3 clusters Score -339046.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -339054.937500 Penalty: 2853.656006
	Iteration 58Q: 3 clusters Score -339054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -339060.718750 Penalty: 2853.656006
	Iteration 59Q: 3 clusters Score -339060.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -339065.406250 Penalty: 2853.656006
	Iteration 60F: 3 clusters Score -339065.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -339072.062500 Penalty: 2853.656006
	Iteration 61Q: 3 clusters Score -339072.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -339076.906250 Penalty: 2853.656006
	Iteration 62Q: 3 clusters Score -339076.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -339082.343750 Penalty: 2853.656006
	Iteration 63Q: 3 clusters Score -339082.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -339088.187500 Penalty: 2853.656006
	Iteration 64Q: 3 clusters Score -339088.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -339092.343750 Penalty: 2853.656006
	Iteration 65Q: 3 clusters Score -339092.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -339098.718750 Penalty: 2853.656006
	Iteration 66Q: 3 clusters Score -339098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -339105.093750 Penalty: 2853.656006
	Iteration 67Q: 3 clusters Score -339105.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -339110.593750 Penalty: 2853.656006
	Iteration 68Q: 3 clusters Score -339110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -339116.093750 Penalty: 2853.656006
	Iteration 69Q: 3 clusters Score -339116.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -339121.312500 Penalty: 2853.656006
	Iteration 70Q: 3 clusters Score -339121.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -339127.937500 Penalty: 2853.656006
	Iteration 71Q: 3 clusters Score -339127.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -339136.187500 Penalty: 2853.656006
	Iteration 72Q: 3 clusters Score -339136.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -339146.250000 Penalty: 2853.656006
	Iteration 73Q: 3 clusters Score -339146.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -339152.125000 Penalty: 2853.656006
	Iteration 74Q: 3 clusters Score -339152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -339157.218750 Penalty: 2853.656006
	Iteration 75Q: 3 clusters Score -339157.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -339161.593750 Penalty: 2853.656006
	Iteration 76Q: 3 clusters Score -339161.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -339164.937500 Penalty: 2853.656006
	Iteration 77Q: 3 clusters Score -339164.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -339168.156250 Penalty: 2853.656006
	Iteration 78Q: 3 clusters Score -339168.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -339172.687500 Penalty: 2853.656006
	Iteration 79Q: 3 clusters Score -339172.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -339175.187500 Penalty: 2853.656006
	Iteration 80F: 3 clusters Score -339175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -339177.093750 Penalty: 2853.656006
	Iteration 81Q: 3 clusters Score -339177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -339178.687500 Penalty: 2853.656006
	Iteration 82Q: 3 clusters Score -339178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -339180.156250 Penalty: 2853.656006
	Iteration 83Q: 3 clusters Score -339180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -339182.687500 Penalty: 2853.656006
	Iteration 84Q: 3 clusters Score -339182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -339183.968750 Penalty: 2853.656006
	Iteration 85Q: 3 clusters Score -339184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -339186.250000 Penalty: 2853.656006
	Iteration 86Q: 3 clusters Score -339186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -339186.843750 Penalty: 2853.656006
	Iteration 87Q: 3 clusters Score -339186.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -339188.781250 Penalty: 2853.656006
	Iteration 88Q: 3 clusters Score -339188.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -339192.062500 Penalty: 2853.656006
	Iteration 89Q: 3 clusters Score -339192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -339195.375000 Penalty: 2853.656006
	Iteration 90Q: 3 clusters Score -339195.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -339201.500000 Penalty: 2853.656006
	Iteration 91Q: 3 clusters Score -339201.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -339207.093750 Penalty: 2853.656006
	Iteration 92Q: 3 clusters Score -339207.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -339211.218750 Penalty: 2853.656006
	Iteration 93Q: 3 clusters Score -339211.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -339217.437500 Penalty: 2853.656006
	Iteration 94Q: 3 clusters Score -339217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -339225.593750 Penalty: 2853.656006
	Iteration 95Q: 3 clusters Score -339225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -339230.468750 Penalty: 2853.656006
	Iteration 96Q: 3 clusters Score -339230.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -339234.250000 Penalty: 2853.656006
	Iteration 97Q: 3 clusters Score -339234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -339240.500000 Penalty: 2853.656006
	Iteration 98Q: 3 clusters Score -339240.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -339248.625000 Penalty: 2853.656006
	Iteration 99Q: 3 clusters Score -339248.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -339254.656250 Penalty: 2853.656006
	Iteration 100F: 3 clusters Score -339254.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -339260.406250 Penalty: 2853.656006
	Iteration 101Q: 3 clusters Score -339260.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -339268.687500 Penalty: 2853.656006
	Iteration 102Q: 3 clusters Score -339268.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -339278.093750 Penalty: 2853.656006
	Iteration 103Q: 3 clusters Score -339278.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -339284.593750 Penalty: 2853.656006
	Iteration 104Q: 3 clusters Score -339284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -339290.531250 Penalty: 2853.656006
	Iteration 105Q: 3 clusters Score -339290.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -339295.218750 Penalty: 2853.656006
	Iteration 106Q: 3 clusters Score -339295.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -339299.312500 Penalty: 2853.656006
	Iteration 107Q: 3 clusters Score -339299.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -339306.156250 Penalty: 2853.656006
	Iteration 108Q: 3 clusters Score -339306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -339312.031250 Penalty: 2853.656006
	Iteration 109Q: 3 clusters Score -339312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -339316.781250 Penalty: 2853.656006
	Iteration 110Q: 3 clusters Score -339316.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -339324.750000 Penalty: 2853.656006
	Iteration 111Q: 3 clusters Score -339324.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -339331.125000 Penalty: 2853.656006
	Iteration 112Q: 3 clusters Score -339331.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -339341.468750 Penalty: 2853.656006
	Iteration 113Q: 3 clusters Score -339341.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -339360.312500 Penalty: 2853.656006
	Iteration 114Q: 3 clusters Score -339360.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -339378.343750 Penalty: 2853.656006
	Iteration 115Q: 3 clusters Score -339378.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -339404.406250 Penalty: 2853.656006
	Iteration 116Q: 3 clusters Score -339404.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -339436.625000 Penalty: 2853.656006
	Iteration 117Q: 3 clusters Score -339436.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -339473.468750 Penalty: 2853.656006
	Iteration 118Q: 3 clusters Score -339473.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -339497.906250 Penalty: 2853.656006
	Iteration 119Q: 3 clusters Score -339497.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -339515.156250 Penalty: 2853.656006
	Iteration 120F: 3 clusters Score -339515.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -339530.343750 Penalty: 2853.656006
	Iteration 121Q: 3 clusters Score -339530.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -339541.562500 Penalty: 2853.656006
	Iteration 122Q: 3 clusters Score -339541.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -339554.187500 Penalty: 2853.656006
	Iteration 123Q: 3 clusters Score -339554.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -339566.093750 Penalty: 2853.656006
	Iteration 124Q: 3 clusters Score -339566.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -339575.125000 Penalty: 2853.656006
	Iteration 125Q: 3 clusters Score -339575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -339582.562500 Penalty: 2853.656006
	Iteration 126Q: 3 clusters Score -339582.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -339587.875000 Penalty: 2853.656006
	Iteration 127Q: 3 clusters Score -339587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -339591.687500 Penalty: 2853.656006
	Iteration 128Q: 3 clusters Score -339591.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -339599.437500 Penalty: 2853.656006
	Iteration 129Q: 3 clusters Score -339599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -339605.062500 Penalty: 2853.656006
	Iteration 130Q: 3 clusters Score -339605.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -339612.156250 Penalty: 2853.656006
	Iteration 131Q: 3 clusters Score -339612.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339613.187500 Penalty: 2853.656006
	Iteration 132Q: 3 clusters Score -339613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -339615.593750 Penalty: 2853.656006
	Iteration 133Q: 3 clusters Score -339615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -339617.218750 Penalty: 2853.656006
	Iteration 134Q: 3 clusters Score -339617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -339617.750000 Penalty: 2853.656006
	Iteration 135Q: 3 clusters Score -339617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -339617.937500 Penalty: 2853.656006
	Iteration 136Q: 3 clusters Score -339617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -339618.687500 Penalty: 2853.656006
	Iteration 137Q: 3 clusters Score -339618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -339618.406250 Penalty: 2853.656006
	Iteration 138Q: 3 clusters Score -339618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -339620.406250 Penalty: 2853.656006
	Iteration 139Q: 3 clusters Score -339620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -339621.968750 Penalty: 2853.656006
	Iteration 140F: 3 clusters Score -339622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339623.437500 Penalty: 2853.656006
	Iteration 141Q: 3 clusters Score -339623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -339624.937500 Penalty: 2853.656006
	Iteration 142Q: 3 clusters Score -339624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -339625.062500 Penalty: 2853.656006
	Iteration 143Q: 3 clusters Score -339625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -339625.906250 Penalty: 2853.656006
	Iteration 144Q: 3 clusters Score -339625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -339625.906250 Penalty: 2853.656006
	Iteration 145F: 3 clusters Score -339625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Entering Unmasked Estep 
Score: -1513646.875000 Penalty: 1644.821899
	Iteration 0F: 2 clusters Score -1513647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1496899.000000 Penalty: 3289.643799
	Iteration 0F: 3 clusters Score -1496899 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1502988.375000 Penalty: 3289.643799
	Iteration 1F: 3 clusters Score -1502988 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1503290.625000 Penalty: 3289.643799
	Iteration 2Q: 3 clusters Score -1503291 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1503555.875000 Penalty: 3289.643799
	Iteration 3Q: 3 clusters Score -1503556 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1503852.500000 Penalty: 3289.643799
	Iteration 4Q: 3 clusters Score -1503852 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1504271.000000 Penalty: 3289.643799
	Iteration 5Q: 3 clusters Score -1504271 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1504884.875000 Penalty: 3289.643799
	Iteration 6Q: 3 clusters Score -1504885 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1505690.250000 Penalty: 3289.643799
	Iteration 7F: 3 clusters Score -1505690 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1506849.250000 Penalty: 3289.643799
	Iteration 8F: 3 clusters Score -1506849 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1508350.500000 Penalty: 3289.643799
	Iteration 9F: 3 clusters Score -1508350 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -1509713.375000 Penalty: 3289.643799
	Iteration 10F: 3 clusters Score -1509713 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1510693.750000 Penalty: 3289.643799
	Iteration 11Q: 3 clusters Score -1510694 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -1511314.625000 Penalty: 3289.643799
	Iteration 12Q: 3 clusters Score -1511315 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -1511658.125000 Penalty: 3289.643799
	Iteration 13Q: 3 clusters Score -1511658 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -1511861.500000 Penalty: 3289.643799
	Iteration 14Q: 3 clusters Score -1511862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -1511970.250000 Penalty: 3289.643799
	Iteration 15Q: 3 clusters Score -1511970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -1512034.625000 Penalty: 3289.643799
	Iteration 16Q: 3 clusters Score -1512035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1512080.500000 Penalty: 3289.643799
	Iteration 17Q: 3 clusters Score -1512080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -1512118.000000 Penalty: 3289.643799
	Iteration 18Q: 3 clusters Score -1512118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -1512146.375000 Penalty: 3289.643799
	Iteration 19Q: 3 clusters Score -1512146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -1512175.250000 Penalty: 3289.643799
	Iteration 20F: 3 clusters Score -1512175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -1512195.875000 Penalty: 3289.643799
	Iteration 21Q: 3 clusters Score -1512196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -1512206.125000 Penalty: 3289.643799
	Iteration 22Q: 3 clusters Score -1512206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -1512209.375000 Penalty: 3289.643799
	Iteration 23Q: 3 clusters Score -1512209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -1512211.750000 Penalty: 3289.643799
	Iteration 24Q: 3 clusters Score -1512212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -1512217.125000 Penalty: 3289.643799
	Iteration 25Q: 3 clusters Score -1512217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -1512217.125000 Penalty: 3289.643799
	Iteration 26F: 3 clusters Score -1512217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Entering Unmasked Estep 
Score: -4181603.500000 Penalty: 1810.538452
	Iteration 0F: 2 clusters Score -4181604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4135526.500000 Penalty: 3621.076904
	Iteration 0F: 3 clusters Score -4135526 nChanged 32701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4153579.000000 Penalty: 3621.076904
	Iteration 1F: 3 clusters Score -4153579 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4154132.750000 Penalty: 3621.076904
	Iteration 2Q: 3 clusters Score -4154133 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4154808.500000 Penalty: 3621.076904
	Iteration 3Q: 3 clusters Score -4154808 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4155883.500000 Penalty: 3621.076904
	Iteration 4Q: 3 clusters Score -4155884 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4157599.500000 Penalty: 3621.076904
	Iteration 5F: 3 clusters Score -4157600 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -4160374.000000 Penalty: 3621.076904
	Iteration 6F: 3 clusters Score -4160374 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4163897.500000 Penalty: 3621.076904
	Iteration 7F: 3 clusters Score -4163898 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4167383.000000 Penalty: 3621.076904
	Iteration 8F: 3 clusters Score -4167383 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -4170488.250000 Penalty: 3621.076904
	Iteration 9F: 3 clusters Score -4170488 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4173091.750000 Penalty: 3621.076904
	Iteration 10F: 3 clusters Score -4173092 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4175316.250000 Penalty: 3621.076904
	Iteration 11Q: 3 clusters Score -4175316 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4177058.000000 Penalty: 3621.076904
	Iteration 12Q: 3 clusters Score -4177058 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4178306.750000 Penalty: 3621.076904
	Iteration 13Q: 3 clusters Score -4178307 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4179072.500000 Penalty: 3621.076904
	Iteration 14Q: 3 clusters Score -4179072 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4179509.500000 Penalty: 3621.076904
	Iteration 15Q: 3 clusters Score -4179510 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4179727.250000 Penalty: 3621.076904
	Iteration 16Q: 3 clusters Score -4179727 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4179879.000000 Penalty: 3621.076904
	Iteration 17Q: 3 clusters Score -4179879 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4179956.250000 Penalty: 3621.076904
	Iteration 18Q: 3 clusters Score -4179956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4180004.750000 Penalty: 3621.076904
	Iteration 19Q: 3 clusters Score -4180005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4180035.750000 Penalty: 3621.076904
	Iteration 20F: 3 clusters Score -4180036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4180065.750000 Penalty: 3621.076904
	Iteration 21Q: 3 clusters Score -4180066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4180083.750000 Penalty: 3621.076904
	Iteration 22Q: 3 clusters Score -4180084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4180099.750000 Penalty: 3621.076904
	Iteration 23Q: 3 clusters Score -4180100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4180112.250000 Penalty: 3621.076904
	Iteration 24Q: 3 clusters Score -4180112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4180123.750000 Penalty: 3621.076904
	Iteration 25Q: 3 clusters Score -4180124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4180127.000000 Penalty: 3621.076904
	Iteration 26Q: 3 clusters Score -4180127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4180133.750000 Penalty: 3621.076904
	Iteration 27Q: 3 clusters Score -4180134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4180138.500000 Penalty: 3621.076904
	Iteration 28Q: 3 clusters Score -4180138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4180139.000000 Penalty: 3621.076904
	Iteration 29Q: 3 clusters Score -4180139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4180139.000000 Penalty: 3621.076904
	Iteration 30Q: 3 clusters Score -4180139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4180140.250000 Penalty: 3621.076904
	Iteration 31Q: 3 clusters Score -4180140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4180138.250000 Penalty: 3621.076904
	Iteration 32Q: 3 clusters Score -4180138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4180137.500000 Penalty: 3621.076904
	Iteration 33Q: 3 clusters Score -4180138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4180140.500000 Penalty: 3621.076904
	Iteration 34Q: 3 clusters Score -4180140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4180141.000000 Penalty: 3621.076904
	Iteration 35Q: 3 clusters Score -4180141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4180142.250000 Penalty: 3621.076904
	Iteration 36Q: 3 clusters Score -4180142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4180143.000000 Penalty: 3621.076904
	Iteration 37Q: 3 clusters Score -4180143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4180141.500000 Penalty: 3621.076904
	Iteration 38Q: 3 clusters Score -4180142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4180142.500000 Penalty: 3621.076904
	Iteration 39Q: 3 clusters Score -4180142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4180144.250000 Penalty: 3621.076904
	Iteration 40F: 3 clusters Score -4180144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4180147.500000 Penalty: 3621.076904
	Iteration 41Q: 3 clusters Score -4180148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4180149.750000 Penalty: 3621.076904
	Iteration 42Q: 3 clusters Score -4180150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4180149.750000 Penalty: 3621.076904
	Iteration 43F: 3 clusters Score -4180150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -255590.484375 Penalty: 1363.234009
	Iteration 0F: 2 clusters Score -255590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -251996.562500 Penalty: 2726.468018
	Iteration 0F: 3 clusters Score -251996.6 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -252921.437500 Penalty: 2726.468018
	Iteration 1F: 3 clusters Score -252921.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -253086.187500 Penalty: 2726.468018
	Iteration 2F: 3 clusters Score -253086.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -253172.078125 Penalty: 2726.468018
	Iteration 3Q: 3 clusters Score -253172.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -253233.234375 Penalty: 2726.468018
	Iteration 4Q: 3 clusters Score -253233.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -253286.234375 Penalty: 2726.468018
	Iteration 5Q: 3 clusters Score -253286.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -253332.890625 Penalty: 2726.468018
	Iteration 6Q: 3 clusters Score -253332.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -253375.312500 Penalty: 2726.468018
	Iteration 7Q: 3 clusters Score -253375.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -253412.187500 Penalty: 2726.468018
	Iteration 8Q: 3 clusters Score -253412.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -253450.250000 Penalty: 2726.468018
	Iteration 9Q: 3 clusters Score -253450.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -253490.562500 Penalty: 2726.468018
	Iteration 10Q: 3 clusters Score -253490.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -253522.328125 Penalty: 2726.468018
	Iteration 11Q: 3 clusters Score -253522.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -253550.328125 Penalty: 2726.468018
	Iteration 12Q: 3 clusters Score -253550.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -253568.296875 Penalty: 2726.468018
	Iteration 13Q: 3 clusters Score -253568.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -253592.531250 Penalty: 2726.468018
	Iteration 14Q: 3 clusters Score -253592.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -253618.078125 Penalty: 2726.468018
	Iteration 15Q: 3 clusters Score -253618.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -253644.750000 Penalty: 2726.468018
	Iteration 16Q: 3 clusters Score -253644.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -253670.734375 Penalty: 2726.468018
	Iteration 17Q: 3 clusters Score -253670.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -253696.765625 Penalty: 2726.468018
	Iteration 18Q: 3 clusters Score -253696.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -253724.578125 Penalty: 2726.468018
	Iteration 19Q: 3 clusters Score -253724.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -253750.218750 Penalty: 2726.468018
	Iteration 20F: 3 clusters Score -253750.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -253778.109375 Penalty: 2726.468018
	Iteration 21Q: 3 clusters Score -253778.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -253811.375000 Penalty: 2726.468018
	Iteration 22Q: 3 clusters Score -253811.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -253856.359375 Penalty: 2726.468018
	Iteration 23Q: 3 clusters Score -253856.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -253910.718750 Penalty: 2726.468018
	Iteration 24Q: 3 clusters Score -253910.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -253948.328125 Penalty: 2726.468018
	Iteration 25Q: 3 clusters Score -253948.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -253977.343750 Penalty: 2726.468018
	Iteration 26Q: 3 clusters Score -253977.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -254015.421875 Penalty: 2726.468018
	Iteration 27Q: 3 clusters Score -254015.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -254045.265625 Penalty: 2726.468018
	Iteration 28Q: 3 clusters Score -254045.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -254070.859375 Penalty: 2726.468018
	Iteration 29Q: 3 clusters Score -254070.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -254097.062500 Penalty: 2726.468018
	Iteration 30Q: 3 clusters Score -254097.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -254124.046875 Penalty: 2726.468018
	Iteration 31Q: 3 clusters Score -254124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -254148.609375 Penalty: 2726.468018
	Iteration 32Q: 3 clusters Score -254148.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -254173.484375 Penalty: 2726.468018
	Iteration 33Q: 3 clusters Score -254173.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -254195.031250 Penalty: 2726.468018
	Iteration 34Q: 3 clusters Score -254195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -254214.234375 Penalty: 2726.468018
	Iteration 35Q: 3 clusters Score -254214.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -254232.031250 Penalty: 2726.468018
	Iteration 36Q: 3 clusters Score -254232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -254246.531250 Penalty: 2726.468018
	Iteration 37Q: 3 clusters Score -254246.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -254269.171875 Penalty: 2726.468018
	Iteration 38Q: 3 clusters Score -254269.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -254291.375000 Penalty: 2726.468018
	Iteration 39Q: 3 clusters Score -254291.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -254318.843750 Penalty: 2726.468018
	Iteration 40F: 3 clusters Score -254318.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -254341.187500 Penalty: 2726.468018
	Iteration 41Q: 3 clusters Score -254341.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -254359.250000 Penalty: 2726.468018
	Iteration 42Q: 3 clusters Score -254359.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -254380.640625 Penalty: 2726.468018
	Iteration 43Q: 3 clusters Score -254380.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -254391.375000 Penalty: 2726.468018
	Iteration 44Q: 3 clusters Score -254391.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -254402.734375 Penalty: 2726.468018
	Iteration 45Q: 3 clusters Score -254402.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -254408.968750 Penalty: 2726.468018
	Iteration 46Q: 3 clusters Score -254409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -254414.171875 Penalty: 2726.468018
	Iteration 47Q: 3 clusters Score -254414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -254419.015625 Penalty: 2726.468018
	Iteration 48Q: 3 clusters Score -254419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254423.515625 Penalty: 2726.468018
	Iteration 49Q: 3 clusters Score -254423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -254427.078125 Penalty: 2726.468018
	Iteration 50Q: 3 clusters Score -254427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -254431.156250 Penalty: 2726.468018
	Iteration 51Q: 3 clusters Score -254431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -254435.781250 Penalty: 2726.468018
	Iteration 52Q: 3 clusters Score -254435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254438.812500 Penalty: 2726.468018
	Iteration 53Q: 3 clusters Score -254438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -254445.000000 Penalty: 2726.468018
	Iteration 54Q: 3 clusters Score -254445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -254451.046875 Penalty: 2726.468018
	Iteration 55Q: 3 clusters Score -254451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -254459.078125 Penalty: 2726.468018
	Iteration 56Q: 3 clusters Score -254459.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -254469.546875 Penalty: 2726.468018
	Iteration 57Q: 3 clusters Score -254469.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254475.906250 Penalty: 2726.468018
	Iteration 58Q: 3 clusters Score -254475.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -254482.296875 Penalty: 2726.468018
	Iteration 59Q: 3 clusters Score -254482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -254485.031250 Penalty: 2726.468018
	Iteration 60F: 3 clusters Score -254485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -254486.546875 Penalty: 2726.468018
	Iteration 61Q: 3 clusters Score -254486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254487.859375 Penalty: 2726.468018
	Iteration 62Q: 3 clusters Score -254487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254488.390625 Penalty: 2726.468018
	Iteration 63Q: 3 clusters Score -254488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254488.921875 Penalty: 2726.468018
	Iteration 64Q: 3 clusters Score -254488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254488.921875 Penalty: 2726.468018
	Iteration 65F: 3 clusters Score -254488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -448841.312500 Penalty: 1473.545166
	Iteration 0F: 2 clusters Score -448841.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -442511.437500 Penalty: 2947.090332
	Iteration 0F: 3 clusters Score -442511.4 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -444591.187500 Penalty: 2947.090332
	Iteration 1F: 3 clusters Score -444591.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -445024.468750 Penalty: 2947.090332
	Iteration 2F: 3 clusters Score -445024.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -445592.218750 Penalty: 2947.090332
	Iteration 3F: 3 clusters Score -445592.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -446217.687500 Penalty: 2947.090332
	Iteration 4F: 3 clusters Score -446217.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -446678.375000 Penalty: 2947.090332
	Iteration 5F: 3 clusters Score -446678.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -446967.312500 Penalty: 2947.090332
	Iteration 6F: 3 clusters Score -446967.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -447146.562500 Penalty: 2947.090332
	Iteration 7Q: 3 clusters Score -447146.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -447274.625000 Penalty: 2947.090332
	Iteration 8Q: 3 clusters Score -447274.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -447366.875000 Penalty: 2947.090332
	Iteration 9Q: 3 clusters Score -447366.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -447448.937500 Penalty: 2947.090332
	Iteration 10Q: 3 clusters Score -447448.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -447530.000000 Penalty: 2947.090332
	Iteration 11Q: 3 clusters Score -447530 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -447604.375000 Penalty: 2947.090332
	Iteration 12Q: 3 clusters Score -447604.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -447680.500000 Penalty: 2947.090332
	Iteration 13Q: 3 clusters Score -447680.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -447736.968750 Penalty: 2947.090332
	Iteration 14Q: 3 clusters Score -447737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -447797.250000 Penalty: 2947.090332
	Iteration 15Q: 3 clusters Score -447797.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -447855.718750 Penalty: 2947.090332
	Iteration 16Q: 3 clusters Score -447855.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -447892.906250 Penalty: 2947.090332
	Iteration 17Q: 3 clusters Score -447892.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -447922.062500 Penalty: 2947.090332
	Iteration 18Q: 3 clusters Score -447922.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -447944.125000 Penalty: 2947.090332
	Iteration 19Q: 3 clusters Score -447944.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -447964.250000 Penalty: 2947.090332
	Iteration 20F: 3 clusters Score -447964.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -447973.875000 Penalty: 2947.090332
	Iteration 21Q: 3 clusters Score -447973.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -447982.500000 Penalty: 2947.090332
	Iteration 22Q: 3 clusters Score -447982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -447986.656250 Penalty: 2947.090332
	Iteration 23Q: 3 clusters Score -447986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -447988.781250 Penalty: 2947.090332
	Iteration 24Q: 3 clusters Score -447988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -447990.343750 Penalty: 2947.090332
	Iteration 25Q: 3 clusters Score -447990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -447990.750000 Penalty: 2947.090332
	Iteration 26Q: 3 clusters Score -447990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -447992.406250 Penalty: 2947.090332
	Iteration 27Q: 3 clusters Score -447992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -447992.250000 Penalty: 2947.090332
	Iteration 28Q: 3 clusters Score -447992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -447993.343750 Penalty: 2947.090332
	Iteration 29Q: 3 clusters Score -447993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -447994.093750 Penalty: 2947.090332
	Iteration 30Q: 3 clusters Score -447994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -447992.875000 Penalty: 2947.090332
	Iteration 31Q: 3 clusters Score -447992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -447994.437500 Penalty: 2947.090332
	Iteration 32Q: 3 clusters Score -447994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -447994.781250 Penalty: 2947.090332
	Iteration 33Q: 3 clusters Score -447994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -447994.406250 Penalty: 2947.090332
	Iteration 34Q: 3 clusters Score -447994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -447994.593750 Penalty: 2947.090332
	Iteration 35Q: 3 clusters Score -447994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -447994.531250 Penalty: 2947.090332
	Iteration 36Q: 3 clusters Score -447994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -447996.062500 Penalty: 2947.090332
	Iteration 37Q: 3 clusters Score -447996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -447995.312500 Penalty: 2947.090332
	Iteration 38Q: 3 clusters Score -447995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -447995.218750 Penalty: 2947.090332
	Iteration 39Q: 3 clusters Score -447995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -447996.000000 Penalty: 2947.090332
	Iteration 40F: 3 clusters Score -447996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -447995.906250 Penalty: 2947.090332
	Iteration 41Q: 3 clusters Score -447995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -447995.906250 Penalty: 2947.090332
	Iteration 42F: 3 clusters Score -447995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -570488.250000 Penalty: 1485.079712
	Iteration 0F: 2 clusters Score -570488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -563751.250000 Penalty: 2970.159424
	Iteration 0F: 3 clusters Score -563751.2 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -565771.625000 Penalty: 2970.159424
	Iteration 1F: 3 clusters Score -565771.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -565970.375000 Penalty: 2970.159424
	Iteration 2F: 3 clusters Score -565970.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -566103.750000 Penalty: 2970.159424
	Iteration 3Q: 3 clusters Score -566103.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -566204.875000 Penalty: 2970.159424
	Iteration 4Q: 3 clusters Score -566204.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -566298.625000 Penalty: 2970.159424
	Iteration 5Q: 3 clusters Score -566298.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -566382.375000 Penalty: 2970.159424
	Iteration 6Q: 3 clusters Score -566382.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -566484.375000 Penalty: 2970.159424
	Iteration 7Q: 3 clusters Score -566484.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -566598.562500 Penalty: 2970.159424
	Iteration 8Q: 3 clusters Score -566598.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -566752.937500 Penalty: 2970.159424
	Iteration 9Q: 3 clusters Score -566752.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566939.062500 Penalty: 2970.159424
	Iteration 10Q: 3 clusters Score -566939.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -567189.500000 Penalty: 2970.159424
	Iteration 11Q: 3 clusters Score -567189.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -567537.000000 Penalty: 2970.159424
	Iteration 12F: 3 clusters Score -567537 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -567942.500000 Penalty: 2970.159424
	Iteration 13F: 3 clusters Score -567942.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -568374.437500 Penalty: 2970.159424
	Iteration 14F: 3 clusters Score -568374.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -568676.125000 Penalty: 2970.159424
	Iteration 15Q: 3 clusters Score -568676.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -568864.625000 Penalty: 2970.159424
	Iteration 16Q: 3 clusters Score -568864.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -568972.000000 Penalty: 2970.159424
	Iteration 17Q: 3 clusters Score -568972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -569029.500000 Penalty: 2970.159424
	Iteration 18Q: 3 clusters Score -569029.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -569059.625000 Penalty: 2970.159424
	Iteration 19Q: 3 clusters Score -569059.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -569078.687500 Penalty: 2970.159424
	Iteration 20F: 3 clusters Score -569078.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -569096.875000 Penalty: 2970.159424
	Iteration 21Q: 3 clusters Score -569096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -569105.562500 Penalty: 2970.159424
	Iteration 22Q: 3 clusters Score -569105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -569111.000000 Penalty: 2970.159424
	Iteration 23Q: 3 clusters Score -569111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -569116.562500 Penalty: 2970.159424
	Iteration 24Q: 3 clusters Score -569116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -569123.750000 Penalty: 2970.159424
	Iteration 25Q: 3 clusters Score -569123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -569127.187500 Penalty: 2970.159424
	Iteration 26Q: 3 clusters Score -569127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -569130.437500 Penalty: 2970.159424
	Iteration 27Q: 3 clusters Score -569130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -569135.562500 Penalty: 2970.159424
	Iteration 28Q: 3 clusters Score -569135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -569140.312500 Penalty: 2970.159424
	Iteration 29Q: 3 clusters Score -569140.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -569146.000000 Penalty: 2970.159424
	Iteration 30Q: 3 clusters Score -569146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -569149.875000 Penalty: 2970.159424
	Iteration 31Q: 3 clusters Score -569149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -569152.937500 Penalty: 2970.159424
	Iteration 32Q: 3 clusters Score -569152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -569156.500000 Penalty: 2970.159424
	Iteration 33Q: 3 clusters Score -569156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -569156.500000 Penalty: 2970.159424
	Iteration 34F: 3 clusters Score -569156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Entering Unmasked Estep 
Score: -3323027.750000 Penalty: 1773.329224
	Iteration 0F: 2 clusters Score -3323028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3286446.000000 Penalty: 3546.658447
	Iteration 0F: 3 clusters Score -3286446 nChanged 25861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3301338.750000 Penalty: 3546.658447
	Iteration 1F: 3 clusters Score -3301339 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3302055.750000 Penalty: 3546.658447
	Iteration 2Q: 3 clusters Score -3302056 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3302980.000000 Penalty: 3546.658447
	Iteration 3Q: 3 clusters Score -3302980 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -3304185.000000 Penalty: 3546.658447
	Iteration 4F: 3 clusters Score -3304185 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3305667.500000 Penalty: 3546.658447
	Iteration 5F: 3 clusters Score -3305668 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3307543.000000 Penalty: 3546.658447
	Iteration 6F: 3 clusters Score -3307543 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3309558.500000 Penalty: 3546.658447
	Iteration 7F: 3 clusters Score -3309558 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -3311676.250000 Penalty: 3546.658447
	Iteration 8F: 3 clusters Score -3311676 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -3313703.750000 Penalty: 3546.658447
	Iteration 9F: 3 clusters Score -3313704 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -3315649.000000 Penalty: 3546.658447
	Iteration 10F: 3 clusters Score -3315649 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -3317406.500000 Penalty: 3546.658447
	Iteration 11Q: 3 clusters Score -3317406 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -3318906.250000 Penalty: 3546.658447
	Iteration 12Q: 3 clusters Score -3318906 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -3319921.000000 Penalty: 3546.658447
	Iteration 13Q: 3 clusters Score -3319921 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -3320566.250000 Penalty: 3546.658447
	Iteration 14Q: 3 clusters Score -3320566 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -3320940.750000 Penalty: 3546.658447
	Iteration 15Q: 3 clusters Score -3320941 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -3321152.250000 Penalty: 3546.658447
	Iteration 16Q: 3 clusters Score -3321152 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -3321291.250000 Penalty: 3546.658447
	Iteration 17Q: 3 clusters Score -3321291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -3321382.000000 Penalty: 3546.658447
	Iteration 18Q: 3 clusters Score -3321382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -3321435.750000 Penalty: 3546.658447
	Iteration 19Q: 3 clusters Score -3321436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -3321472.000000 Penalty: 3546.658447
	Iteration 20F: 3 clusters Score -3321472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -3321497.000000 Penalty: 3546.658447
	Iteration 21Q: 3 clusters Score -3321497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -3321518.250000 Penalty: 3546.658447
	Iteration 22Q: 3 clusters Score -3321518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -3321524.750000 Penalty: 3546.658447
	Iteration 23Q: 3 clusters Score -3321525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -3321536.500000 Penalty: 3546.658447
	Iteration 24Q: 3 clusters Score -3321536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -3321538.000000 Penalty: 3546.658447
	Iteration 25Q: 3 clusters Score -3321538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -3321544.750000 Penalty: 3546.658447
	Iteration 26Q: 3 clusters Score -3321545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -3321547.250000 Penalty: 3546.658447
	Iteration 27Q: 3 clusters Score -3321547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -3321551.750000 Penalty: 3546.658447
	Iteration 28Q: 3 clusters Score -3321552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -3321557.500000 Penalty: 3546.658447
	Iteration 29Q: 3 clusters Score -3321558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -3321561.000000 Penalty: 3546.658447
	Iteration 30Q: 3 clusters Score -3321561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -3321569.000000 Penalty: 3546.658447
	Iteration 31Q: 3 clusters Score -3321569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -3321574.250000 Penalty: 3546.658447
	Iteration 32Q: 3 clusters Score -3321574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -3321576.500000 Penalty: 3546.658447
	Iteration 33Q: 3 clusters Score -3321576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -3321576.000000 Penalty: 3546.658447
	Iteration 34Q: 3 clusters Score -3321576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -3321581.250000 Penalty: 3546.658447
	Iteration 35Q: 3 clusters Score -3321581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -3321580.000000 Penalty: 3546.658447
	Iteration 36Q: 3 clusters Score -3321580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -3321578.750000 Penalty: 3546.658447
	Iteration 37Q: 3 clusters Score -3321579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -3321578.750000 Penalty: 3546.658447
	Iteration 38F: 3 clusters Score -3321579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -356002.437500 Penalty: 1418.264038
	Iteration 0F: 2 clusters Score -356002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -351309.093750 Penalty: 2836.528076
	Iteration 0F: 3 clusters Score -351309.1 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -352784.375000 Penalty: 2836.528076
	Iteration 1F: 3 clusters Score -352784.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -353201.718750 Penalty: 2836.528076
	Iteration 2F: 3 clusters Score -353201.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -353636.125000 Penalty: 2836.528076
	Iteration 3F: 3 clusters Score -353636.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -354141.656250 Penalty: 2836.528076
	Iteration 4F: 3 clusters Score -354141.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -354591.718750 Penalty: 2836.528076
	Iteration 5F: 3 clusters Score -354591.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -354948.468750 Penalty: 2836.528076
	Iteration 6F: 3 clusters Score -354948.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -355209.625000 Penalty: 2836.528076
	Iteration 7F: 3 clusters Score -355209.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -355400.625000 Penalty: 2836.528076
	Iteration 8Q: 3 clusters Score -355400.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -355573.687500 Penalty: 2836.528076
	Iteration 9Q: 3 clusters Score -355573.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -355722.531250 Penalty: 2836.528076
	Iteration 10Q: 3 clusters Score -355722.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -355821.875000 Penalty: 2836.528076
	Iteration 11Q: 3 clusters Score -355821.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -355881.656250 Penalty: 2836.528076
	Iteration 12Q: 3 clusters Score -355881.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -355920.156250 Penalty: 2836.528076
	Iteration 13Q: 3 clusters Score -355920.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -355955.937500 Penalty: 2836.528076
	Iteration 14Q: 3 clusters Score -355955.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -355976.000000 Penalty: 2836.528076
	Iteration 15Q: 3 clusters Score -355976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -355993.968750 Penalty: 2836.528076
	Iteration 16Q: 3 clusters Score -355994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -356015.187500 Penalty: 2836.528076
	Iteration 17Q: 3 clusters Score -356015.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -356041.718750 Penalty: 2836.528076
	Iteration 18Q: 3 clusters Score -356041.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -356078.312500 Penalty: 2836.528076
	Iteration 19Q: 3 clusters Score -356078.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -356103.593750 Penalty: 2836.528076
	Iteration 20F: 3 clusters Score -356103.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -356115.468750 Penalty: 2836.528076
	Iteration 21Q: 3 clusters Score -356115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -356122.875000 Penalty: 2836.528076
	Iteration 22Q: 3 clusters Score -356122.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -356130.375000 Penalty: 2836.528076
	Iteration 23Q: 3 clusters Score -356130.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -356138.625000 Penalty: 2836.528076
	Iteration 24Q: 3 clusters Score -356138.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -356146.062500 Penalty: 2836.528076
	Iteration 25Q: 3 clusters Score -356146.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -356150.500000 Penalty: 2836.528076
	Iteration 26Q: 3 clusters Score -356150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -356153.843750 Penalty: 2836.528076
	Iteration 27Q: 3 clusters Score -356153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -356156.125000 Penalty: 2836.528076
	Iteration 28Q: 3 clusters Score -356156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -356159.125000 Penalty: 2836.528076
	Iteration 29Q: 3 clusters Score -356159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -356158.968750 Penalty: 2836.528076
	Iteration 30Q: 3 clusters Score -356159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -356159.375000 Penalty: 2836.528076
	Iteration 31Q: 3 clusters Score -356159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -356159.375000 Penalty: 2836.528076
	Iteration 32F: 3 clusters Score -356159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 5091 members 
Entering Unmasked Estep 
Score: -30941914.000000 Penalty: 88057.867188
Splitting cluster 25 changes total score from -30942520.000000 to -30941914.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -327065.156250 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -327065.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -322867.218750 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -322867.2 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -324015.312500 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -324015.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -324218.250000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -324218.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -324372.968750 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -324373 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -324506.218750 Penalty: 2789.407715
	Iteration 4Q: 3 clusters Score -324506.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -324658.593750 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -324658.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -324810.718750 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -324810.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -324985.406250 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -324985.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -325168.093750 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -325168.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -325381.781250 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -325381.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -325586.718750 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -325586.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -325715.687500 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -325715.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -325792.562500 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -325792.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -325852.593750 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -325852.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -325887.062500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -325887.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -325910.281250 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -325910.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -325927.968750 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -325928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -325938.937500 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -325938.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -325946.781250 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -325946.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -325958.625000 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -325958.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -325967.250000 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -325967.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -325973.562500 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -325973.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -325980.968750 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -325981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -325986.406250 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -325986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -325990.468750 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -325990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -325996.218750 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -325996.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -326000.218750 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -326000.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -326004.781250 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -326004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -326008.187500 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -326008.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -326011.500000 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -326011.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -326015.781250 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -326015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -326018.656250 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -326018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -326019.906250 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -326019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -326021.093750 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -326021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -326021.593750 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -326021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -326024.437500 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -326024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326025.437500 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -326025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -326027.156250 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -326027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -326028.531250 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -326028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326029.812500 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -326029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -326033.718750 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -326033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -326036.593750 Penalty: 2789.407715
	Iteration 41Q: 3 clusters Score -326036.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -326039.906250 Penalty: 2789.407715
	Iteration 42Q: 3 clusters Score -326039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -326044.781250 Penalty: 2789.407715
	Iteration 43Q: 3 clusters Score -326044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -326048.468750 Penalty: 2789.407715
	Iteration 44Q: 3 clusters Score -326048.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -326051.656250 Penalty: 2789.407715
	Iteration 45Q: 3 clusters Score -326051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -326055.031250 Penalty: 2789.407715
	Iteration 46Q: 3 clusters Score -326055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -326061.093750 Penalty: 2789.407715
	Iteration 47Q: 3 clusters Score -326061.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -326071.593750 Penalty: 2789.407715
	Iteration 48Q: 3 clusters Score -326071.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -326084.687500 Penalty: 2789.407715
	Iteration 49Q: 3 clusters Score -326084.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -326102.031250 Penalty: 2789.407715
	Iteration 50Q: 3 clusters Score -326102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -326125.406250 Penalty: 2789.407715
	Iteration 51Q: 3 clusters Score -326125.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -326152.687500 Penalty: 2789.407715
	Iteration 52Q: 3 clusters Score -326152.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -326176.750000 Penalty: 2789.407715
	Iteration 53Q: 3 clusters Score -326176.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -326208.125000 Penalty: 2789.407715
	Iteration 54Q: 3 clusters Score -326208.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -326254.218750 Penalty: 2789.407715
	Iteration 55Q: 3 clusters Score -326254.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -326314.781250 Penalty: 2789.407715
	Iteration 56Q: 3 clusters Score -326314.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -326376.000000 Penalty: 2789.407715
	Iteration 57Q: 3 clusters Score -326376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -326442.187500 Penalty: 2789.407715
	Iteration 58Q: 3 clusters Score -326442.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -326484.250000 Penalty: 2789.407715
	Iteration 59Q: 3 clusters Score -326484.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326506.281250 Penalty: 2789.407715
	Iteration 60F: 3 clusters Score -326506.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -326517.093750 Penalty: 2789.407715
	Iteration 61Q: 3 clusters Score -326517.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -326522.656250 Penalty: 2789.407715
	Iteration 62Q: 3 clusters Score -326522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -326526.968750 Penalty: 2789.407715
	Iteration 63Q: 3 clusters Score -326527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -326528.187500 Penalty: 2789.407715
	Iteration 64Q: 3 clusters Score -326528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -326528.187500 Penalty: 2789.407715
	Iteration 65F: 3 clusters Score -326528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -120174.984375 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -120175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -117929.953125 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -117930 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -118571.484375 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -118571.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -118808.484375 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -118808.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -118990.203125 Penalty: 2511.019043
	Iteration 3F: 3 clusters Score -118990.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -119153.773438 Penalty: 2511.019043
	Iteration 4F: 3 clusters Score -119153.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -119297.046875 Penalty: 2511.019043
	Iteration 5F: 3 clusters Score -119297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -119402.117188 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -119402.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -119477.242188 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -119477.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -119523.703125 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -119523.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -119549.507812 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -119549.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -119576.687500 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -119576.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -119591.289062 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -119591.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119604.414062 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -119604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119612.898438 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -119612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -119619.585938 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -119619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -119625.312500 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -119625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -119634.312500 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -119634.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119642.968750 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -119643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -119652.328125 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -119652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -119658.117188 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -119658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -119660.304688 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -119660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -119665.937500 Penalty: 2511.019043
	Iteration 21Q: 3 clusters Score -119665.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -119675.468750 Penalty: 2511.019043
	Iteration 22Q: 3 clusters Score -119675.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -119681.546875 Penalty: 2511.019043
	Iteration 23Q: 3 clusters Score -119681.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -119691.210938 Penalty: 2511.019043
	Iteration 24Q: 3 clusters Score -119691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -119696.382812 Penalty: 2511.019043
	Iteration 25Q: 3 clusters Score -119696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -119704.820312 Penalty: 2511.019043
	Iteration 26Q: 3 clusters Score -119704.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -119712.414062 Penalty: 2511.019043
	Iteration 27Q: 3 clusters Score -119712.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -119722.695312 Penalty: 2511.019043
	Iteration 28Q: 3 clusters Score -119722.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -119735.078125 Penalty: 2511.019043
	Iteration 29Q: 3 clusters Score -119735.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -119746.203125 Penalty: 2511.019043
	Iteration 30Q: 3 clusters Score -119746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -119752.109375 Penalty: 2511.019043
	Iteration 31Q: 3 clusters Score -119752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -119754.179688 Penalty: 2511.019043
	Iteration 32Q: 3 clusters Score -119754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -119757.445312 Penalty: 2511.019043
	Iteration 33Q: 3 clusters Score -119757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -119761.703125 Penalty: 2511.019043
	Iteration 34Q: 3 clusters Score -119761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -119763.523438 Penalty: 2511.019043
	Iteration 35Q: 3 clusters Score -119763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -119764.195312 Penalty: 2511.019043
	Iteration 36Q: 3 clusters Score -119764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -119765.000000 Penalty: 2511.019043
	Iteration 37Q: 3 clusters Score -119765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -119765.031250 Penalty: 2511.019043
	Iteration 38Q: 3 clusters Score -119765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -119766.437500 Penalty: 2511.019043
	Iteration 39Q: 3 clusters Score -119766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -119769.734375 Penalty: 2511.019043
	Iteration 40F: 3 clusters Score -119769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -119772.484375 Penalty: 2511.019043
	Iteration 41Q: 3 clusters Score -119772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -119774.156250 Penalty: 2511.019043
	Iteration 42Q: 3 clusters Score -119774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -119776.046875 Penalty: 2511.019043
	Iteration 43Q: 3 clusters Score -119776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -119776.914062 Penalty: 2511.019043
	Iteration 44Q: 3 clusters Score -119776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -119776.914062 Penalty: 2511.019043
	Iteration 45F: 3 clusters Score -119776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -282077.187500 Penalty: 1385.564209
	Iteration 0F: 2 clusters Score -282077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -278094.875000 Penalty: 2771.128418
	Iteration 0F: 3 clusters Score -278094.9 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -279386.656250 Penalty: 2771.128418
	Iteration 1F: 3 clusters Score -279386.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -279887.218750 Penalty: 2771.128418
	Iteration 2F: 3 clusters Score -279887.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -280432.062500 Penalty: 2771.128418
	Iteration 3F: 3 clusters Score -280432.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -280825.093750 Penalty: 2771.128418
	Iteration 4F: 3 clusters Score -280825.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -281083.468750 Penalty: 2771.128418
	Iteration 5F: 3 clusters Score -281083.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -281297.906250 Penalty: 2771.128418
	Iteration 6F: 3 clusters Score -281297.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -281430.437500 Penalty: 2771.128418
	Iteration 7Q: 3 clusters Score -281430.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -281542.593750 Penalty: 2771.128418
	Iteration 8Q: 3 clusters Score -281542.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -281633.250000 Penalty: 2771.128418
	Iteration 9Q: 3 clusters Score -281633.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -281695.875000 Penalty: 2771.128418
	Iteration 10Q: 3 clusters Score -281695.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -281735.031250 Penalty: 2771.128418
	Iteration 11Q: 3 clusters Score -281735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281774.562500 Penalty: 2771.128418
	Iteration 12Q: 3 clusters Score -281774.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281824.656250 Penalty: 2771.128418
	Iteration 13Q: 3 clusters Score -281824.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -281869.156250 Penalty: 2771.128418
	Iteration 14Q: 3 clusters Score -281869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -281898.656250 Penalty: 2771.128418
	Iteration 15Q: 3 clusters Score -281898.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -281934.062500 Penalty: 2771.128418
	Iteration 16Q: 3 clusters Score -281934.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -281967.062500 Penalty: 2771.128418
	Iteration 17Q: 3 clusters Score -281967.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -281991.031250 Penalty: 2771.128418
	Iteration 18Q: 3 clusters Score -281991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -282016.437500 Penalty: 2771.128418
	Iteration 19Q: 3 clusters Score -282016.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -282044.125000 Penalty: 2771.128418
	Iteration 20F: 3 clusters Score -282044.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -282067.781250 Penalty: 2771.128418
	Iteration 21Q: 3 clusters Score -282067.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -282088.875000 Penalty: 2771.128418
	Iteration 22Q: 3 clusters Score -282088.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -282115.656250 Penalty: 2771.128418
	Iteration 23Q: 3 clusters Score -282115.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -282147.031250 Penalty: 2771.128418
	Iteration 24Q: 3 clusters Score -282147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -282187.687500 Penalty: 2771.128418
	Iteration 25Q: 3 clusters Score -282187.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -282243.343750 Penalty: 2771.128418
	Iteration 26Q: 3 clusters Score -282243.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -282287.843750 Penalty: 2771.128418
	Iteration 27Q: 3 clusters Score -282287.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -282313.968750 Penalty: 2771.128418
	Iteration 28Q: 3 clusters Score -282314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -282334.031250 Penalty: 2771.128418
	Iteration 29Q: 3 clusters Score -282334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -282351.125000 Penalty: 2771.128418
	Iteration 30Q: 3 clusters Score -282351.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -282361.250000 Penalty: 2771.128418
	Iteration 31Q: 3 clusters Score -282361.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -282368.906250 Penalty: 2771.128418
	Iteration 32Q: 3 clusters Score -282368.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -282375.031250 Penalty: 2771.128418
	Iteration 33Q: 3 clusters Score -282375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -282379.750000 Penalty: 2771.128418
	Iteration 34Q: 3 clusters Score -282379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -282384.093750 Penalty: 2771.128418
	Iteration 35Q: 3 clusters Score -282384.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -282385.937500 Penalty: 2771.128418
	Iteration 36Q: 3 clusters Score -282385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -282386.937500 Penalty: 2771.128418
	Iteration 37Q: 3 clusters Score -282386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -282386.843750 Penalty: 2771.128418
	Iteration 38Q: 3 clusters Score -282386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282387.406250 Penalty: 2771.128418
	Iteration 39Q: 3 clusters Score -282387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -282388.625000 Penalty: 2771.128418
	Iteration 40F: 3 clusters Score -282388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -282388.125000 Penalty: 2771.128418
	Iteration 41Q: 3 clusters Score -282388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -282388.125000 Penalty: 2771.128418
	Iteration 42F: 3 clusters Score -282388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 1551 members 
Entering Unmasked Estep 
Score: -30941958.000000 Penalty: 88057.867188
Splitting cluster 28 changes total score from -30942520.000000 to -30941958.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -44139.488281 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -44139.49 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 437 members 
Entering Unmasked Estep 
Score: -42739.953125 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -42739.95 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43008.433594 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -43008.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43089.859375 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -43089.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -43126.128906 Penalty: 2230.736084
	Iteration 3Q: 3 clusters Score -43126.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43147.226562 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -43147.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43172.113281 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -43172.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43199.367188 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -43199.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43213.710938 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -43213.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43229.351562 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -43229.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43241.507812 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -43241.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43245.808594 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -43245.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43247.972656 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -43247.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43249.984375 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -43249.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43251.390625 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -43251.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43253.011719 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -43253.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43254.074219 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -43254.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43255.246094 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -43255.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43259.214844 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -43259.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43262.402344 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -43262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43264.003906 Penalty: 2230.736084
	Iteration 19Q: 3 clusters Score -43264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43265.738281 Penalty: 2230.736084
	Iteration 20F: 3 clusters Score -43265.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43266.804688 Penalty: 2230.736084
	Iteration 21Q: 3 clusters Score -43266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43267.039062 Penalty: 2230.736084
	Iteration 22Q: 3 clusters Score -43267.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43267.765625 Penalty: 2230.736084
	Iteration 23Q: 3 clusters Score -43267.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43267.765625 Penalty: 2230.736084
	Iteration 24F: 3 clusters Score -43267.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -240890.171875 Penalty: 1358.092651
	Iteration 0F: 2 clusters Score -240890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -237380.203125 Penalty: 2716.185303
	Iteration 0F: 3 clusters Score -237380.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -238413.359375 Penalty: 2716.185303
	Iteration 1F: 3 clusters Score -238413.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -238687.390625 Penalty: 2716.185303
	Iteration 2F: 3 clusters Score -238687.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -238944.546875 Penalty: 2716.185303
	Iteration 3F: 3 clusters Score -238944.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -239189.015625 Penalty: 2716.185303
	Iteration 4F: 3 clusters Score -239189 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -239465.812500 Penalty: 2716.185303
	Iteration 5F: 3 clusters Score -239465.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -239730.015625 Penalty: 2716.185303
	Iteration 6F: 3 clusters Score -239730 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -239983.390625 Penalty: 2716.185303
	Iteration 7F: 3 clusters Score -239983.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -240222.656250 Penalty: 2716.185303
	Iteration 8Q: 3 clusters Score -240222.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -240466.562500 Penalty: 2716.185303
	Iteration 9Q: 3 clusters Score -240466.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -240680.484375 Penalty: 2716.185303
	Iteration 10Q: 3 clusters Score -240680.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -240803.375000 Penalty: 2716.185303
	Iteration 11Q: 3 clusters Score -240803.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -240841.078125 Penalty: 2716.185303
	Iteration 12Q: 3 clusters Score -240841.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -240853.343750 Penalty: 2716.185303
	Iteration 13Q: 3 clusters Score -240853.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -240859.468750 Penalty: 2716.185303
	Iteration 14Q: 3 clusters Score -240859.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -240865.625000 Penalty: 2716.185303
	Iteration 15Q: 3 clusters Score -240865.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -240870.656250 Penalty: 2716.185303
	Iteration 16Q: 3 clusters Score -240870.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -240874.968750 Penalty: 2716.185303
	Iteration 17Q: 3 clusters Score -240875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -240877.171875 Penalty: 2716.185303
	Iteration 18Q: 3 clusters Score -240877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -240878.734375 Penalty: 2716.185303
	Iteration 19Q: 3 clusters Score -240878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -240880.281250 Penalty: 2716.185303
	Iteration 20F: 3 clusters Score -240880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -240880.875000 Penalty: 2716.185303
	Iteration 21Q: 3 clusters Score -240880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -240883.000000 Penalty: 2716.185303
	Iteration 22Q: 3 clusters Score -240883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -240887.203125 Penalty: 2716.185303
	Iteration 23Q: 3 clusters Score -240887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -240889.718750 Penalty: 2716.185303
	Iteration 24Q: 3 clusters Score -240889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -240892.218750 Penalty: 2716.185303
	Iteration 25Q: 3 clusters Score -240892.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -240895.765625 Penalty: 2716.185303
	Iteration 26Q: 3 clusters Score -240895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -240897.843750 Penalty: 2716.185303
	Iteration 27Q: 3 clusters Score -240897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -240901.812500 Penalty: 2716.185303
	Iteration 28Q: 3 clusters Score -240901.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -240907.203125 Penalty: 2716.185303
	Iteration 29Q: 3 clusters Score -240907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -240912.281250 Penalty: 2716.185303
	Iteration 30Q: 3 clusters Score -240912.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -240914.921875 Penalty: 2716.185303
	Iteration 31Q: 3 clusters Score -240914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -240919.093750 Penalty: 2716.185303
	Iteration 32Q: 3 clusters Score -240919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -240921.734375 Penalty: 2716.185303
	Iteration 33Q: 3 clusters Score -240921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -240925.171875 Penalty: 2716.185303
	Iteration 34Q: 3 clusters Score -240925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -240926.703125 Penalty: 2716.185303
	Iteration 35Q: 3 clusters Score -240926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -240927.359375 Penalty: 2716.185303
	Iteration 36Q: 3 clusters Score -240927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -240928.437500 Penalty: 2716.185303
	Iteration 37Q: 3 clusters Score -240928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -240928.203125 Penalty: 2716.185303
	Iteration 38Q: 3 clusters Score -240928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -240928.640625 Penalty: 2716.185303
	Iteration 39Q: 3 clusters Score -240928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -240928.343750 Penalty: 2716.185303
	Iteration 40F: 3 clusters Score -240928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 2507 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 1755 members 
Entering Unmasked Estep 
Score: -30941740.000000 Penalty: 88057.867188
Splitting cluster 30 changes total score from -30942520.000000 to -30941740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (18895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Entering Unmasked Estep 
Score: -1136547.000000 Penalty: 1600.081055
	Iteration 0F: 2 clusters Score -1136547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1123772.500000 Penalty: 3200.162109
	Iteration 0F: 3 clusters Score -1123772 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1128225.125000 Penalty: 3200.162109
	Iteration 1F: 3 clusters Score -1128225 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1128523.500000 Penalty: 3200.162109
	Iteration 2Q: 3 clusters Score -1128524 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1128795.875000 Penalty: 3200.162109
	Iteration 3Q: 3 clusters Score -1128796 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1129076.375000 Penalty: 3200.162109
	Iteration 4Q: 3 clusters Score -1129076 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1129433.125000 Penalty: 3200.162109
	Iteration 5Q: 3 clusters Score -1129433 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1129916.125000 Penalty: 3200.162109
	Iteration 6Q: 3 clusters Score -1129916 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1130585.750000 Penalty: 3200.162109
	Iteration 7F: 3 clusters Score -1130586 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1131447.875000 Penalty: 3200.162109
	Iteration 8F: 3 clusters Score -1131448 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1132480.250000 Penalty: 3200.162109
	Iteration 9F: 3 clusters Score -1132480 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1133465.250000 Penalty: 3200.162109
	Iteration 10F: 3 clusters Score -1133465 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1134146.875000 Penalty: 3200.162109
	Iteration 11Q: 3 clusters Score -1134147 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1134527.625000 Penalty: 3200.162109
	Iteration 12Q: 3 clusters Score -1134528 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1134767.625000 Penalty: 3200.162109
	Iteration 13Q: 3 clusters Score -1134768 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1134916.375000 Penalty: 3200.162109
	Iteration 14Q: 3 clusters Score -1134916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1135000.750000 Penalty: 3200.162109
	Iteration 15Q: 3 clusters Score -1135001 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1135055.500000 Penalty: 3200.162109
	Iteration 16Q: 3 clusters Score -1135056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1135088.000000 Penalty: 3200.162109
	Iteration 17Q: 3 clusters Score -1135088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1135113.000000 Penalty: 3200.162109
	Iteration 18Q: 3 clusters Score -1135113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1135131.125000 Penalty: 3200.162109
	Iteration 19Q: 3 clusters Score -1135131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1135147.625000 Penalty: 3200.162109
	Iteration 20F: 3 clusters Score -1135148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1135159.250000 Penalty: 3200.162109
	Iteration 21Q: 3 clusters Score -1135159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1135166.125000 Penalty: 3200.162109
	Iteration 22Q: 3 clusters Score -1135166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1135168.875000 Penalty: 3200.162109
	Iteration 23Q: 3 clusters Score -1135169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1135173.625000 Penalty: 3200.162109
	Iteration 24Q: 3 clusters Score -1135174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1135174.875000 Penalty: 3200.162109
	Iteration 25Q: 3 clusters Score -1135175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1135175.000000 Penalty: 3200.162109
	Iteration 26Q: 3 clusters Score -1135175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1135175.250000 Penalty: 3200.162109
	Iteration 27Q: 3 clusters Score -1135175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1135175.250000 Penalty: 3200.162109
	Iteration 28F: 3 clusters Score -1135175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -22194.544922 Penalty: 991.301819
	Iteration 0F: 2 clusters Score -22194.54 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 212 members 
Entering Unmasked Estep 
Score: -21138.931641 Penalty: 1982.603638
	Iteration 0F: 3 clusters Score -21138.93 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21265.796875 Penalty: 1982.603638
	Iteration 1F: 3 clusters Score -21265.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21332.806641 Penalty: 1982.603638
	Iteration 2F: 3 clusters Score -21332.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21364.175781 Penalty: 1982.603638
	Iteration 3Q: 3 clusters Score -21364.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21374.375000 Penalty: 1982.603638
	Iteration 4Q: 3 clusters Score -21374.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21391.322266 Penalty: 1982.603638
	Iteration 5Q: 3 clusters Score -21391.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21398.755859 Penalty: 1982.603638
	Iteration 6Q: 3 clusters Score -21398.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21400.048828 Penalty: 1982.603638
	Iteration 7Q: 3 clusters Score -21400.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21400.048828 Penalty: 1982.603638
	Iteration 8F: 3 clusters Score -21400.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -149685.078125 Penalty: 1284.754028
	Iteration 0F: 2 clusters Score -149685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -147135.015625 Penalty: 2569.508057
	Iteration 0F: 3 clusters Score -147135 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -147718.453125 Penalty: 2569.508057
	Iteration 1F: 3 clusters Score -147718.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -147861.703125 Penalty: 2569.508057
	Iteration 2F: 3 clusters Score -147861.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -147982.046875 Penalty: 2569.508057
	Iteration 3F: 3 clusters Score -147982 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -148110.078125 Penalty: 2569.508057
	Iteration 4Q: 3 clusters Score -148110.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -148279.531250 Penalty: 2569.508057
	Iteration 5F: 3 clusters Score -148279.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -148498.203125 Penalty: 2569.508057
	Iteration 6F: 3 clusters Score -148498.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -148763.843750 Penalty: 2569.508057
	Iteration 7F: 3 clusters Score -148763.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -149012.296875 Penalty: 2569.508057
	Iteration 8F: 3 clusters Score -149012.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -149188.031250 Penalty: 2569.508057
	Iteration 9Q: 3 clusters Score -149188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -149292.796875 Penalty: 2569.508057
	Iteration 10Q: 3 clusters Score -149292.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -149344.843750 Penalty: 2569.508057
	Iteration 11Q: 3 clusters Score -149344.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -149370.171875 Penalty: 2569.508057
	Iteration 12Q: 3 clusters Score -149370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -149389.375000 Penalty: 2569.508057
	Iteration 13Q: 3 clusters Score -149389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -149404.531250 Penalty: 2569.508057
	Iteration 14Q: 3 clusters Score -149404.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -149419.765625 Penalty: 2569.508057
	Iteration 15Q: 3 clusters Score -149419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -149440.125000 Penalty: 2569.508057
	Iteration 16Q: 3 clusters Score -149440.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -149460.187500 Penalty: 2569.508057
	Iteration 17Q: 3 clusters Score -149460.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -149501.500000 Penalty: 2569.508057
	Iteration 18Q: 3 clusters Score -149501.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -149590.234375 Penalty: 2569.508057
	Iteration 19Q: 3 clusters Score -149590.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -149810.640625 Penalty: 2569.508057
	Iteration 20F: 3 clusters Score -149810.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -149944.625000 Penalty: 2569.508057
	Iteration 21Q: 3 clusters Score -149944.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -149971.734375 Penalty: 2569.508057
	Iteration 22Q: 3 clusters Score -149971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -149978.281250 Penalty: 2569.508057
	Iteration 23Q: 3 clusters Score -149978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -149983.406250 Penalty: 2569.508057
	Iteration 24Q: 3 clusters Score -149983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -149983.703125 Penalty: 2569.508057
	Iteration 25Q: 3 clusters Score -149983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -149983.703125 Penalty: 2569.508057
	Iteration 26F: 3 clusters Score -149983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 81195 members 
Mstep: Class 4 contains 77144 members 
Mstep: Class 5 contains 68377 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 68994 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 18895 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 4965 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 371 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 1950 members 
Entering Unmasked Estep 
Score: -30941954.000000 Penalty: 88057.867188
Splitting cluster 33 changes total score from -30942520.000000 to -30941954.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -66347.406250 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -66347.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64559.289062 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -64559.29 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -65128.628906 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -65128.63 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -65348.636719 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -65348.64 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -65480.441406 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -65480.44 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -65575.757812 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -65575.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -65642.500000 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -65642.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -65699.843750 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -65699.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -65737.796875 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -65737.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -65785.703125 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -65785.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -65824.679688 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -65824.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -65870.187500 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -65870.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -65910.171875 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -65910.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -65937.546875 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -65937.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -65961.304688 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -65961.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -65974.773438 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -65974.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -65992.718750 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -65992.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -66016.875000 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -66016.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -66032.476562 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -66032.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66043.320312 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -66043.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -66055.312500 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -66055.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -66075.515625 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -66075.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -66089.687500 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -66089.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -66091.367188 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -66091.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -66093.546875 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -66093.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -66095.539062 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -66095.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -66098.671875 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -66098.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -66100.531250 Penalty: 2392.859619
	Iteration 26Q: 3 clusters Score -66100.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -66102.242188 Penalty: 2392.859619
	Iteration 27Q: 3 clusters Score -66102.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -66103.140625 Penalty: 2392.859619
	Iteration 28Q: 3 clusters Score -66103.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -66103.140625 Penalty: 2392.859619
	Iteration 29F: 3 clusters Score -66103.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -291430.125000 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -291430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -287460.656250 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -287460.7 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -288557.812500 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -288557.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -288780.343750 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -288780.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -288924.968750 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -288925 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -289041.156250 Penalty: 2765.804932
	Iteration 4Q: 3 clusters Score -289041.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -289148.968750 Penalty: 2765.804932
	Iteration 5Q: 3 clusters Score -289149 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -289274.312500 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -289274.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -289440.937500 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -289440.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -289599.875000 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -289599.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -289751.781250 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -289751.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -289895.406250 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -289895.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -290000.250000 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -290000.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -290073.468750 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -290073.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -290130.968750 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -290131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -290165.562500 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -290165.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -290190.468750 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -290190.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -290213.281250 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -290213.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -290228.718750 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -290228.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -290243.906250 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -290243.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -290255.656250 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -290255.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -290265.781250 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -290265.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -290269.968750 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -290270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -290274.312500 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -290274.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -290278.218750 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -290278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -290280.468750 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -290280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -290283.937500 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -290283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -290286.062500 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -290286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -290288.656250 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -290288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -290291.218750 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -290291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -290292.687500 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -290292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -290294.250000 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -290294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -290294.593750 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -290294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -290297.437500 Penalty: 2765.804932
	Iteration 32Q: 3 clusters Score -290297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -290299.000000 Penalty: 2765.804932
	Iteration 33Q: 3 clusters Score -290299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -290301.250000 Penalty: 2765.804932
	Iteration 34Q: 3 clusters Score -290301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -290305.000000 Penalty: 2765.804932
	Iteration 35Q: 3 clusters Score -290305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -290309.406250 Penalty: 2765.804932
	Iteration 36Q: 3 clusters Score -290309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -290312.750000 Penalty: 2765.804932
	Iteration 37Q: 3 clusters Score -290312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -290315.375000 Penalty: 2765.804932
	Iteration 38Q: 3 clusters Score -290315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -290316.937500 Penalty: 2765.804932
	Iteration 39Q: 3 clusters Score -290316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -290318.156250 Penalty: 2765.804932
	Iteration 40F: 3 clusters Score -290318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -290320.000000 Penalty: 2765.804932
	Iteration 41Q: 3 clusters Score -290320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -290321.562500 Penalty: 2765.804932
	Iteration 42Q: 3 clusters Score -290321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -290322.875000 Penalty: 2765.804932
	Iteration 43Q: 3 clusters Score -290322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -290324.000000 Penalty: 2765.804932
	Iteration 44Q: 3 clusters Score -290324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -290325.375000 Penalty: 2765.804932
	Iteration 45Q: 3 clusters Score -290325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -290326.093750 Penalty: 2765.804932
	Iteration 46Q: 3 clusters Score -290326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -290326.843750 Penalty: 2765.804932
	Iteration 47Q: 3 clusters Score -290326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -290327.375000 Penalty: 2765.804932
	Iteration 48Q: 3 clusters Score -290327.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -290329.750000 Penalty: 2765.804932
	Iteration 49Q: 3 clusters Score -290329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -290331.156250 Penalty: 2765.804932
	Iteration 50Q: 3 clusters Score -290331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -290332.562500 Penalty: 2765.804932
	Iteration 51Q: 3 clusters Score -290332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -290332.968750 Penalty: 2765.804932
	Iteration 52Q: 3 clusters Score -290333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -290334.781250 Penalty: 2765.804932
	Iteration 53Q: 3 clusters Score -290334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -290335.531250 Penalty: 2765.804932
	Iteration 54Q: 3 clusters Score -290335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -290335.781250 Penalty: 2765.804932
	Iteration 55Q: 3 clusters Score -290335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -290337.062500 Penalty: 2765.804932
	Iteration 56Q: 3 clusters Score -290337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -290337.593750 Penalty: 2765.804932
	Iteration 57Q: 3 clusters Score -290337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -290338.312500 Penalty: 2765.804932
	Iteration 58Q: 3 clusters Score -290338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -290338.843750 Penalty: 2765.804932
	Iteration 59Q: 3 clusters Score -290338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -290340.406250 Penalty: 2765.804932
	Iteration 60F: 3 clusters Score -290340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -290341.093750 Penalty: 2765.804932
	Iteration 61Q: 3 clusters Score -290341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -290342.656250 Penalty: 2765.804932
	Iteration 62Q: 3 clusters Score -290342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -290343.343750 Penalty: 2765.804932
	Iteration 63Q: 3 clusters Score -290343.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -290346.500000 Penalty: 2765.804932
	Iteration 64Q: 3 clusters Score -290346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -290349.687500 Penalty: 2765.804932
	Iteration 65Q: 3 clusters Score -290349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -290350.718750 Penalty: 2765.804932
	Iteration 66Q: 3 clusters Score -290350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -290352.062500 Penalty: 2765.804932
	Iteration 67Q: 3 clusters Score -290352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -290352.312500 Penalty: 2765.804932
	Iteration 68Q: 3 clusters Score -290352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -290352.343750 Penalty: 2765.804932
	Iteration 69Q: 3 clusters Score -290352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -290353.250000 Penalty: 2765.804932
	Iteration 70Q: 3 clusters Score -290353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -290353.250000 Penalty: 2765.804932
	Iteration 71F: 3 clusters Score -290353.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -123388.929688 Penalty: 1255.581177
	Iteration 0F: 2 clusters Score -123388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -121143.226562 Penalty: 2511.162354
	Iteration 0F: 3 clusters Score -121143.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -121641.125000 Penalty: 2511.162354
	Iteration 1F: 3 clusters Score -121641.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -121810.054688 Penalty: 2511.162354
	Iteration 2F: 3 clusters Score -121810.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -121898.148438 Penalty: 2511.162354
	Iteration 3F: 3 clusters Score -121898.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -121972.640625 Penalty: 2511.162354
	Iteration 4Q: 3 clusters Score -121972.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -122031.296875 Penalty: 2511.162354
	Iteration 5Q: 3 clusters Score -122031.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -122075.695312 Penalty: 2511.162354
	Iteration 6Q: 3 clusters Score -122075.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122127.750000 Penalty: 2511.162354
	Iteration 7Q: 3 clusters Score -122127.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -122202.757812 Penalty: 2511.162354
	Iteration 8Q: 3 clusters Score -122202.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -122282.703125 Penalty: 2511.162354
	Iteration 9Q: 3 clusters Score -122282.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -122357.148438 Penalty: 2511.162354
	Iteration 10Q: 3 clusters Score -122357.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -122421.234375 Penalty: 2511.162354
	Iteration 11Q: 3 clusters Score -122421.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -122472.328125 Penalty: 2511.162354
	Iteration 12Q: 3 clusters Score -122472.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -122536.414062 Penalty: 2511.162354
	Iteration 13Q: 3 clusters Score -122536.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -122618.460938 Penalty: 2511.162354
	Iteration 14Q: 3 clusters Score -122618.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122757.984375 Penalty: 2511.162354
	Iteration 15Q: 3 clusters Score -122758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -122881.789062 Penalty: 2511.162354
	Iteration 16Q: 3 clusters Score -122881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -122948.867188 Penalty: 2511.162354
	Iteration 17Q: 3 clusters Score -122948.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -123001.476562 Penalty: 2511.162354
	Iteration 18Q: 3 clusters Score -123001.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -123018.601562 Penalty: 2511.162354
	Iteration 19Q: 3 clusters Score -123018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -123024.382812 Penalty: 2511.162354
	Iteration 20F: 3 clusters Score -123024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -123025.804688 Penalty: 2511.162354
	Iteration 21Q: 3 clusters Score -123025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -123026.460938 Penalty: 2511.162354
	Iteration 22Q: 3 clusters Score -123026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -123026.812500 Penalty: 2511.162354
	Iteration 23Q: 3 clusters Score -123026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -123027.640625 Penalty: 2511.162354
	Iteration 24Q: 3 clusters Score -123027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123028.859375 Penalty: 2511.162354
	Iteration 25Q: 3 clusters Score -123028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -123030.734375 Penalty: 2511.162354
	Iteration 26Q: 3 clusters Score -123030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -123033.515625 Penalty: 2511.162354
	Iteration 27Q: 3 clusters Score -123033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -123033.921875 Penalty: 2511.162354
	Iteration 28Q: 3 clusters Score -123033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -123034.375000 Penalty: 2511.162354
	Iteration 29Q: 3 clusters Score -123034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -123034.960938 Penalty: 2511.162354
	Iteration 30Q: 3 clusters Score -123035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -123034.960938 Penalty: 2511.162354
	Iteration 31F: 3 clusters Score -123035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -145487.453125 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -145487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -143058.109375 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -143058.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -143626.765625 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -143626.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -143748.781250 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -143748.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -143817.703125 Penalty: 2551.916260
	Iteration 3Q: 3 clusters Score -143817.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -143880.546875 Penalty: 2551.916260
	Iteration 4Q: 3 clusters Score -143880.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -143947.734375 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -143947.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -144001.046875 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -144001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -144052.218750 Penalty: 2551.916260
	Iteration 7Q: 3 clusters Score -144052.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -144102.000000 Penalty: 2551.916260
	Iteration 8Q: 3 clusters Score -144102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -144126.796875 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -144126.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -144151.343750 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -144151.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -144176.609375 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -144176.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -144203.328125 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -144203.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -144229.187500 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -144229.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -144258.156250 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -144258.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -144280.343750 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -144280.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -144300.687500 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -144300.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -144317.078125 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -144317.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -144332.968750 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -144333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -144350.125000 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -144350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -144363.875000 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -144363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -144373.687500 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -144373.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -144381.468750 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -144381.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -144389.687500 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -144389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -144392.031250 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -144392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -144394.421875 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -144394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -144394.953125 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -144395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -144395.468750 Penalty: 2551.916260
	Iteration 27Q: 3 clusters Score -144395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -144395.468750 Penalty: 2551.916260
	Iteration 28F: 3 clusters Score -144395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -19944.228516 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -19944.23 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 176 members 
Entering Unmasked Estep 
Score: -18969.994141 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -18969.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19079.509766 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -19079.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19117.414062 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -19117.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19142.669922 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -19142.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19158.091797 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -19158.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19166.677734 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -19166.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19174.488281 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -19174.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19175.998047 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -19176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19175.998047 Penalty: 1922.765625
	Iteration 8F: 3 clusters Score -19176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -59493.082031 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -59493.08 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 540 members 
Entering Unmasked Estep 
Score: -58000.093750 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -58000.09 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58282.632812 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -58282.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58362.472656 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -58362.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58446.898438 Penalty: 2266.096924
	Iteration 3F: 3 clusters Score -58446.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -58519.394531 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -58519.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58568.000000 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -58568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58601.339844 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -58601.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58621.527344 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -58621.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58634.976562 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -58634.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58648.363281 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -58648.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58662.402344 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -58662.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58689.054688 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -58689.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58719.851562 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -58719.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58766.039062 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -58766.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58844.113281 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -58844.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58903.195312 Penalty: 2266.096924
	Iteration 15Q: 3 clusters Score -58903.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58962.824219 Penalty: 2266.096924
	Iteration 16Q: 3 clusters Score -58962.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59003.636719 Penalty: 2266.096924
	Iteration 17Q: 3 clusters Score -59003.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59030.484375 Penalty: 2266.096924
	Iteration 18Q: 3 clusters Score -59030.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59045.343750 Penalty: 2266.096924
	Iteration 19Q: 3 clusters Score -59045.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59056.996094 Penalty: 2266.096924
	Iteration 20F: 3 clusters Score -59057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59071.460938 Penalty: 2266.096924
	Iteration 21Q: 3 clusters Score -59071.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59096.578125 Penalty: 2266.096924
	Iteration 22Q: 3 clusters Score -59096.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59109.511719 Penalty: 2266.096924
	Iteration 23Q: 3 clusters Score -59109.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59113.906250 Penalty: 2266.096924
	Iteration 24Q: 3 clusters Score -59113.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -59118.015625 Penalty: 2266.096924
	Iteration 25Q: 3 clusters Score -59118.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59120.480469 Penalty: 2266.096924
	Iteration 26Q: 3 clusters Score -59120.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59120.480469 Penalty: 2266.096924
	Iteration 27F: 3 clusters Score -59120.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -512230.687500 Penalty: 1475.018677
	Iteration 0F: 2 clusters Score -512230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -505882.812500 Penalty: 2950.037354
	Iteration 0F: 3 clusters Score -505882.8 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -507888.906250 Penalty: 2950.037354
	Iteration 1F: 3 clusters Score -507888.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -508178.656250 Penalty: 2950.037354
	Iteration 2F: 3 clusters Score -508178.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -508437.343750 Penalty: 2950.037354
	Iteration 3F: 3 clusters Score -508437.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -508662.312500 Penalty: 2950.037354
	Iteration 4Q: 3 clusters Score -508662.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -508873.937500 Penalty: 2950.037354
	Iteration 5Q: 3 clusters Score -508873.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -509094.187500 Penalty: 2950.037354
	Iteration 6Q: 3 clusters Score -509094.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -509301.687500 Penalty: 2950.037354
	Iteration 7Q: 3 clusters Score -509301.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -509509.562500 Penalty: 2950.037354
	Iteration 8Q: 3 clusters Score -509509.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -509675.343750 Penalty: 2950.037354
	Iteration 9Q: 3 clusters Score -509675.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -509852.968750 Penalty: 2950.037354
	Iteration 10Q: 3 clusters Score -509853 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -509998.562500 Penalty: 2950.037354
	Iteration 11Q: 3 clusters Score -509998.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -510127.531250 Penalty: 2950.037354
	Iteration 12Q: 3 clusters Score -510127.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -510217.437500 Penalty: 2950.037354
	Iteration 13Q: 3 clusters Score -510217.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -510301.093750 Penalty: 2950.037354
	Iteration 14Q: 3 clusters Score -510301.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -510363.156250 Penalty: 2950.037354
	Iteration 15Q: 3 clusters Score -510363.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -510421.375000 Penalty: 2950.037354
	Iteration 16Q: 3 clusters Score -510421.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -510469.062500 Penalty: 2950.037354
	Iteration 17Q: 3 clusters Score -510469.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -510510.750000 Penalty: 2950.037354
	Iteration 18Q: 3 clusters Score -510510.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -510546.375000 Penalty: 2950.037354
	Iteration 19Q: 3 clusters Score -510546.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -510569.531250 Penalty: 2950.037354
	Iteration 20F: 3 clusters Score -510569.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -510585.531250 Penalty: 2950.037354
	Iteration 21Q: 3 clusters Score -510585.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -510599.656250 Penalty: 2950.037354
	Iteration 22Q: 3 clusters Score -510599.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -510610.937500 Penalty: 2950.037354
	Iteration 23Q: 3 clusters Score -510610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -510622.906250 Penalty: 2950.037354
	Iteration 24Q: 3 clusters Score -510622.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -510633.687500 Penalty: 2950.037354
	Iteration 25Q: 3 clusters Score -510633.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -510642.437500 Penalty: 2950.037354
	Iteration 26Q: 3 clusters Score -510642.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -510652.750000 Penalty: 2950.037354
	Iteration 27Q: 3 clusters Score -510652.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -510663.875000 Penalty: 2950.037354
	Iteration 28Q: 3 clusters Score -510663.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -510672.812500 Penalty: 2950.037354
	Iteration 29Q: 3 clusters Score -510672.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -510679.906250 Penalty: 2950.037354
	Iteration 30Q: 3 clusters Score -510679.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -510689.875000 Penalty: 2950.037354
	Iteration 31Q: 3 clusters Score -510689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -510699.562500 Penalty: 2950.037354
	Iteration 32Q: 3 clusters Score -510699.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -510714.781250 Penalty: 2950.037354
	Iteration 33Q: 3 clusters Score -510714.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -510732.062500 Penalty: 2950.037354
	Iteration 34Q: 3 clusters Score -510732.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -510750.718750 Penalty: 2950.037354
	Iteration 35Q: 3 clusters Score -510750.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -510765.062500 Penalty: 2950.037354
	Iteration 36Q: 3 clusters Score -510765.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -510781.687500 Penalty: 2950.037354
	Iteration 37Q: 3 clusters Score -510781.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -510796.125000 Penalty: 2950.037354
	Iteration 38Q: 3 clusters Score -510796.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -510813.406250 Penalty: 2950.037354
	Iteration 39Q: 3 clusters Score -510813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -510827.968750 Penalty: 2950.037354
	Iteration 40F: 3 clusters Score -510828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -510844.437500 Penalty: 2950.037354
	Iteration 41Q: 3 clusters Score -510844.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -510855.843750 Penalty: 2950.037354
	Iteration 42Q: 3 clusters Score -510855.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -510865.687500 Penalty: 2950.037354
	Iteration 43Q: 3 clusters Score -510865.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -510876.718750 Penalty: 2950.037354
	Iteration 44Q: 3 clusters Score -510876.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -510886.343750 Penalty: 2950.037354
	Iteration 45Q: 3 clusters Score -510886.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -510893.093750 Penalty: 2950.037354
	Iteration 46Q: 3 clusters Score -510893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -510899.281250 Penalty: 2950.037354
	Iteration 47Q: 3 clusters Score -510899.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -510906.250000 Penalty: 2950.037354
	Iteration 48Q: 3 clusters Score -510906.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -510913.406250 Penalty: 2950.037354
	Iteration 49Q: 3 clusters Score -510913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -510919.218750 Penalty: 2950.037354
	Iteration 50Q: 3 clusters Score -510919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -510923.093750 Penalty: 2950.037354
	Iteration 51Q: 3 clusters Score -510923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -510928.375000 Penalty: 2950.037354
	Iteration 52Q: 3 clusters Score -510928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -510930.187500 Penalty: 2950.037354
	Iteration 53Q: 3 clusters Score -510930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -510934.000000 Penalty: 2950.037354
	Iteration 54Q: 3 clusters Score -510934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -510936.500000 Penalty: 2950.037354
	Iteration 55Q: 3 clusters Score -510936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -510935.968750 Penalty: 2950.037354
	Iteration 56Q: 3 clusters Score -510936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -510936.812500 Penalty: 2950.037354
	Iteration 57Q: 3 clusters Score -510936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -510937.000000 Penalty: 2950.037354
	Iteration 58Q: 3 clusters Score -510937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -510937.750000 Penalty: 2950.037354
	Iteration 59Q: 3 clusters Score -510937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -510939.593750 Penalty: 2950.037354
	Iteration 60F: 3 clusters Score -510939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -510941.937500 Penalty: 2950.037354
	Iteration 61Q: 3 clusters Score -510941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -510942.593750 Penalty: 2950.037354
	Iteration 62Q: 3 clusters Score -510942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -510943.375000 Penalty: 2950.037354
	Iteration 63Q: 3 clusters Score -510943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -510945.343750 Penalty: 2950.037354
	Iteration 64Q: 3 clusters Score -510945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -510948.687500 Penalty: 2950.037354
	Iteration 65Q: 3 clusters Score -510948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -510949.531250 Penalty: 2950.037354
	Iteration 66Q: 3 clusters Score -510949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -510951.718750 Penalty: 2950.037354
	Iteration 67Q: 3 clusters Score -510951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -510952.031250 Penalty: 2950.037354
	Iteration 68Q: 3 clusters Score -510952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -510951.843750 Penalty: 2950.037354
	Iteration 69Q: 3 clusters Score -510951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -510954.062500 Penalty: 2950.037354
	Iteration 70Q: 3 clusters Score -510954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -510954.843750 Penalty: 2950.037354
	Iteration 71Q: 3 clusters Score -510954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -510956.093750 Penalty: 2950.037354
	Iteration 72Q: 3 clusters Score -510956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -510956.406250 Penalty: 2950.037354
	Iteration 73Q: 3 clusters Score -510956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -510956.406250 Penalty: 2950.037354
	Iteration 74F: 3 clusters Score -510956.4 nChanged 0
--- Evaluating fit on full set of 1648792 points ---
Entering Unmasked Estep 
Score: -92880456.000000 Penalty: 93051.101562
23->41 Clusters: Score -92880456.000000, best is -92982536.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 549597 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 23821 members 
Mstep: Class 3 contains 24020 members 
Mstep: Class 4 contains 23736 members 
Mstep: Class 5 contains 23979 members 
Mstep: Class 6 contains 23981 members 
Mstep: Class 7 contains 23907 members 
Mstep: Class 8 contains 23913 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 23988 members 
Mstep: Class 11 contains 23978 members 
Mstep: Class 12 contains 23909 members 
Mstep: Class 13 contains 23789 members 
Mstep: Class 14 contains 23963 members 
Mstep: Class 15 contains 23815 members 
Mstep: Class 16 contains 23939 members 
Mstep: Class 17 contains 24038 members 
Mstep: Class 18 contains 23962 members 
Mstep: Class 19 contains 23719 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 23917 members 
Mstep: Class 22 contains 23931 members 
Mstep: Class 23 contains 23607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 549.660217 but Gain 2147.753906
Score: -27370792.000000 Penalty: 47250.562500
Iteration 0F: 23 clusters Score -2.737079e+07 nChanged 521561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1073 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 38602 members 
Mstep: Class 3 contains 25223 members 
Mstep: Class 4 contains 21988 members 
Mstep: Class 5 contains 86490 members 
Mstep: Class 6 contains 17630 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 28298 members 
Mstep: Class 11 contains 38767 members 
Mstep: Class 12 contains 27787 members 
Mstep: Class 13 contains 20007 members 
Mstep: Class 14 contains 17781 members 
Mstep: Class 15 contains 18831 members 
Mstep: Class 16 contains 16416 members 
Mstep: Class 17 contains 28808 members 
Mstep: Class 18 contains 14474 members 
Mstep: Class 19 contains 11938 members 
Mstep: Class 20 contains 22012 members 
Mstep: Class 21 contains 25781 members 
Mstep: Class 22 contains 30003 members 
Mstep: Class 23 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29297666.000000 Penalty: 47250.562500
Iteration 1F: 23 clusters Score -2.929767e+07 nChanged 202031
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 40723 members 
Mstep: Class 3 contains 24035 members 
Mstep: Class 4 contains 21118 members 
Mstep: Class 5 contains 126513 members 
Mstep: Class 6 contains 13478 members 
Mstep: Class 7 contains 13587 members 
Mstep: Class 9 contains 15947 members 
Mstep: Class 10 contains 20072 members 
Mstep: Class 11 contains 26533 members 
Mstep: Class 12 contains 34001 members 
Mstep: Class 13 contains 20527 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 15611 members 
Mstep: Class 16 contains 16651 members 
Mstep: Class 17 contains 35644 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 15808 members 
Mstep: Class 21 contains 20303 members 
Mstep: Class 22 contains 33569 members 
Mstep: Class 23 contains 10994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29730490.000000 Penalty: 47250.562500
Iteration 2F: 23 clusters Score -2.973049e+07 nChanged 152008
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 42871 members 
Mstep: Class 3 contains 26248 members 
Mstep: Class 4 contains 15989 members 
Mstep: Class 5 contains 147753 members 
Mstep: Class 6 contains 10657 members 
Mstep: Class 7 contains 13881 members 
Mstep: Class 9 contains 15889 members 
Mstep: Class 10 contains 14302 members 
Mstep: Class 11 contains 16489 members 
Mstep: Class 12 contains 36014 members 
Mstep: Class 13 contains 21746 members 
Mstep: Class 14 contains 12015 members 
Mstep: Class 15 contains 15161 members 
Mstep: Class 16 contains 17845 members 
Mstep: Class 17 contains 48273 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 10944 members 
Mstep: Class 20 contains 12928 members 
Mstep: Class 21 contains 13629 members 
Mstep: Class 22 contains 28471 members 
Mstep: Class 23 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30077964.000000 Penalty: 47250.562500
Iteration 3F: 23 clusters Score -3.007796e+07 nChanged 118558
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 42389 members 
Mstep: Class 3 contains 34203 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 161027 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 15023 members 
Mstep: Class 9 contains 16867 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 11104 members 
Mstep: Class 12 contains 34984 members 
Mstep: Class 13 contains 25047 members 
Mstep: Class 14 contains 12520 members 
Mstep: Class 15 contains 14399 members 
Mstep: Class 16 contains 18135 members 
Mstep: Class 17 contains 55386 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 10647 members 
Mstep: Class 21 contains 8863 members 
Mstep: Class 22 contains 21362 members 
Mstep: Class 23 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30324370.000000 Penalty: 47250.562500
Iteration 4F: 23 clusters Score -3.032437e+07 nChanged 88295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 40252 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 6978 members 
Mstep: Class 5 contains 164592 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 9 contains 16712 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 35460 members 
Mstep: Class 13 contains 28383 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 17814 members 
Mstep: Class 17 contains 58522 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 9772 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 21 contains 6480 members 
Mstep: Class 22 contains 17801 members 
Mstep: Class 23 contains 20122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30448416.000000 Penalty: 47250.562500
Iteration 5F: 23 clusters Score -3.044842e+07 nChanged 70300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 36451 members 
Mstep: Class 3 contains 51200 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 154073 members 
Mstep: Class 6 contains 7298 members 
Mstep: Class 7 contains 16614 members 
Mstep: Class 9 contains 14763 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 11 contains 8333 members 
Mstep: Class 12 contains 41585 members 
Mstep: Class 13 contains 32899 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 11216 members 
Mstep: Class 16 contains 17384 members 
Mstep: Class 17 contains 63683 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 19 contains 9485 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 15535 members 
Mstep: Class 23 contains 21089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30535500.000000 Penalty: 47250.562500
Iteration 6F: 23 clusters Score -3.05355e+07 nChanged 61018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 31334 members 
Mstep: Class 3 contains 57320 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 135893 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 16630 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 8252 members 
Mstep: Class 12 contains 53609 members 
Mstep: Class 13 contains 37627 members 
Mstep: Class 14 contains 19100 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 16938 members 
Mstep: Class 17 contains 69207 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 6236 members 
Mstep: Class 21 contains 5081 members 
Mstep: Class 22 contains 14062 members 
Mstep: Class 23 contains 21720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30599474.000000 Penalty: 47250.562500
Iteration 7F: 23 clusters Score -3.059947e+07 nChanged 49796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 26499 members 
Mstep: Class 3 contains 61746 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 118874 members 
Mstep: Class 6 contains 6955 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 8295 members 
Mstep: Class 12 contains 65027 members 
Mstep: Class 13 contains 41020 members 
Mstep: Class 14 contains 21093 members 
Mstep: Class 15 contains 8893 members 
Mstep: Class 16 contains 16589 members 
Mstep: Class 17 contains 73585 members 
Mstep: Class 18 contains 1331 members 
Mstep: Class 19 contains 9482 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 14033 members 
Mstep: Class 23 contains 22046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30652790.000000 Penalty: 47250.562500
Iteration 8F: 23 clusters Score -3.065279e+07 nChanged 38967
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 24380 members 
Mstep: Class 3 contains 63678 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 106299 members 
Mstep: Class 6 contains 6855 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 9 contains 8388 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 8401 members 
Mstep: Class 12 contains 73257 members 
Mstep: Class 13 contains 42549 members 
Mstep: Class 14 contains 22135 members 
Mstep: Class 15 contains 8544 members 
Mstep: Class 16 contains 16177 members 
Mstep: Class 17 contains 76335 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 9350 members 
Mstep: Class 20 contains 7101 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 15886 members 
Mstep: Class 23 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30693654.000000 Penalty: 47250.562500
Iteration 9F: 23 clusters Score -3.069365e+07 nChanged 31330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 22899 members 
Mstep: Class 3 contains 64918 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 98270 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 15148 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 11 contains 8576 members 
Mstep: Class 12 contains 78006 members 
Mstep: Class 13 contains 42842 members 
Mstep: Class 14 contains 22486 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 15786 members 
Mstep: Class 17 contains 77814 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 9127 members 
Mstep: Class 20 contains 7614 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 19203 members 
Mstep: Class 23 contains 22504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2008.666626 but Gain 2147.750000
Score: -30724196.000000 Penalty: 45102.812500
Iteration 10F: 22 clusters Score -3.07242e+07 nChanged 26124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 21438 members 
Mstep: Class 3 contains 66120 members 
Mstep: Class 5 contains 93922 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 14616 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 80119 members 
Mstep: Class 13 contains 43436 members 
Mstep: Class 14 contains 22484 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 15456 members 
Mstep: Class 17 contains 79110 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 8943 members 
Mstep: Class 20 contains 8127 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 22452 members 
Mstep: Class 23 contains 22575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30746656.000000 Penalty: 45102.812500
Iteration 11Q: 22 clusters Score -3.074666e+07 nChanged 20167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 19953 members 
Mstep: Class 3 contains 67400 members 
Mstep: Class 5 contains 88652 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 80957 members 
Mstep: Class 13 contains 45384 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 8512 members 
Mstep: Class 16 contains 15248 members 
Mstep: Class 17 contains 80215 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 8732 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 24947 members 
Mstep: Class 23 contains 22255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30759690.000000 Penalty: 45102.812500
Iteration 12Q: 22 clusters Score -3.075969e+07 nChanged 17122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 18374 members 
Mstep: Class 3 contains 68826 members 
Mstep: Class 5 contains 83366 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 13524 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 81234 members 
Mstep: Class 13 contains 47636 members 
Mstep: Class 14 contains 21880 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 81123 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 8516 members 
Mstep: Class 20 contains 8965 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 27160 members 
Mstep: Class 23 contains 21905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30769686.000000 Penalty: 45102.812500
Iteration 13Q: 22 clusters Score -3.076969e+07 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 16723 members 
Mstep: Class 3 contains 70332 members 
Mstep: Class 5 contains 78303 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 9 contains 8533 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 12 contains 81330 members 
Mstep: Class 13 contains 49986 members 
Mstep: Class 14 contains 21476 members 
Mstep: Class 15 contains 8704 members 
Mstep: Class 16 contains 14810 members 
Mstep: Class 17 contains 81547 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 9366 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 22 contains 29157 members 
Mstep: Class 23 contains 21665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30778894.000000 Penalty: 45102.812500
Iteration 14Q: 22 clusters Score -3.077889e+07 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 14887 members 
Mstep: Class 3 contains 72018 members 
Mstep: Class 5 contains 73659 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 81369 members 
Mstep: Class 13 contains 52081 members 
Mstep: Class 14 contains 20992 members 
Mstep: Class 15 contains 8765 members 
Mstep: Class 16 contains 14458 members 
Mstep: Class 17 contains 81450 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 20 contains 9739 members 
Mstep: Class 21 contains 7479 members 
Mstep: Class 22 contains 30919 members 
Mstep: Class 23 contains 21565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30787304.000000 Penalty: 45102.812500
Iteration 15Q: 22 clusters Score -3.07873e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13012 members 
Mstep: Class 3 contains 73849 members 
Mstep: Class 5 contains 69778 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 12085 members 
Mstep: Class 9 contains 12649 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 81375 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 20467 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 17 contains 80738 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 10052 members 
Mstep: Class 21 contains 7609 members 
Mstep: Class 22 contains 32276 members 
Mstep: Class 23 contains 21565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30795962.000000 Penalty: 45102.812500
Iteration 16Q: 22 clusters Score -3.079596e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 75615 members 
Mstep: Class 5 contains 66739 members 
Mstep: Class 6 contains 5889 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 9591 members 
Mstep: Class 12 contains 81357 members 
Mstep: Class 13 contains 55051 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 13800 members 
Mstep: Class 17 contains 79677 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 7761 members 
Mstep: Class 22 contains 33189 members 
Mstep: Class 23 contains 21667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30804280.000000 Penalty: 45102.812500
Iteration 17Q: 22 clusters Score -3.080428e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 10010 members 
Mstep: Class 3 contains 77044 members 
Mstep: Class 5 contains 64516 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 9 contains 17825 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 9641 members 
Mstep: Class 12 contains 81305 members 
Mstep: Class 13 contains 55820 members 
Mstep: Class 14 contains 19366 members 
Mstep: Class 15 contains 9159 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 78678 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 10543 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 33840 members 
Mstep: Class 23 contains 21795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30811156.000000 Penalty: 45102.812500
Iteration 18Q: 22 clusters Score -3.081116e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 78079 members 
Mstep: Class 5 contains 62961 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 10286 members 
Mstep: Class 9 contains 19868 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 81205 members 
Mstep: Class 13 contains 56271 members 
Mstep: Class 14 contains 18846 members 
Mstep: Class 15 contains 9373 members 
Mstep: Class 16 contains 13201 members 
Mstep: Class 17 contains 77886 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 10757 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 34329 members 
Mstep: Class 23 contains 21954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30816750.000000 Penalty: 45102.812500
Iteration 19Q: 22 clusters Score -3.081675e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 78825 members 
Mstep: Class 5 contains 61767 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 9 contains 21386 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 81114 members 
Mstep: Class 13 contains 56577 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 12914 members 
Mstep: Class 17 contains 77324 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 8531 members 
Mstep: Class 22 contains 34777 members 
Mstep: Class 23 contains 22138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30822344.000000 Penalty: 45102.812500
Iteration 20F: 22 clusters Score -3.082234e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 79331 members 
Mstep: Class 5 contains 60742 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 9 contains 22583 members 
Mstep: Class 10 contains 6264 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 80989 members 
Mstep: Class 13 contains 56788 members 
Mstep: Class 14 contains 17885 members 
Mstep: Class 15 contains 10066 members 
Mstep: Class 16 contains 12619 members 
Mstep: Class 17 contains 76881 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 6497 members 
Mstep: Class 20 contains 11040 members 
Mstep: Class 21 contains 8890 members 
Mstep: Class 22 contains 35495 members 
Mstep: Class 23 contains 22189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30827832.000000 Penalty: 45102.812500
Iteration 21Q: 22 clusters Score -3.082783e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 79638 members 
Mstep: Class 5 contains 59990 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 8289 members 
Mstep: Class 9 contains 23373 members 
Mstep: Class 10 contains 6492 members 
Mstep: Class 11 contains 9820 members 
Mstep: Class 12 contains 80857 members 
Mstep: Class 13 contains 56973 members 
Mstep: Class 14 contains 17457 members 
Mstep: Class 15 contains 10557 members 
Mstep: Class 16 contains 12359 members 
Mstep: Class 17 contains 76585 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 5749 members 
Mstep: Class 20 contains 11180 members 
Mstep: Class 21 contains 9244 members 
Mstep: Class 22 contains 36119 members 
Mstep: Class 23 contains 22280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30833562.000000 Penalty: 45102.812500
Iteration 22Q: 22 clusters Score -3.083356e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8707 members 
Mstep: Class 3 contains 79807 members 
Mstep: Class 5 contains 59235 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 9 contains 23884 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 9967 members 
Mstep: Class 12 contains 80710 members 
Mstep: Class 13 contains 57146 members 
Mstep: Class 14 contains 17093 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 76392 members 
Mstep: Class 18 contains 1173 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 11286 members 
Mstep: Class 21 contains 9621 members 
Mstep: Class 22 contains 36822 members 
Mstep: Class 23 contains 22385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30838448.000000 Penalty: 45102.812500
Iteration 23Q: 22 clusters Score -3.083845e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9025 members 
Mstep: Class 3 contains 79848 members 
Mstep: Class 5 contains 58418 members 
Mstep: Class 6 contains 5123 members 
Mstep: Class 7 contains 6856 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 6964 members 
Mstep: Class 11 contains 10080 members 
Mstep: Class 12 contains 80527 members 
Mstep: Class 13 contains 57312 members 
Mstep: Class 14 contains 16777 members 
Mstep: Class 15 contains 10314 members 
Mstep: Class 16 contains 11915 members 
Mstep: Class 17 contains 76285 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 11388 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 37593 members 
Mstep: Class 23 contains 22475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30842880.000000 Penalty: 45102.812500
Iteration 24Q: 22 clusters Score -3.084288e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 79836 members 
Mstep: Class 5 contains 57547 members 
Mstep: Class 6 contains 4926 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 9 contains 24504 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 80329 members 
Mstep: Class 13 contains 57430 members 
Mstep: Class 14 contains 16512 members 
Mstep: Class 15 contains 10315 members 
Mstep: Class 16 contains 11757 members 
Mstep: Class 17 contains 76202 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 11471 members 
Mstep: Class 21 contains 10478 members 
Mstep: Class 22 contains 38455 members 
Mstep: Class 23 contains 22535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30845614.000000 Penalty: 45102.812500
Iteration 25Q: 22 clusters Score -3.084561e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9567 members 
Mstep: Class 3 contains 79797 members 
Mstep: Class 5 contains 56654 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 9981 members 
Mstep: Class 12 contains 80114 members 
Mstep: Class 13 contains 57503 members 
Mstep: Class 14 contains 16349 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 11601 members 
Mstep: Class 17 contains 76183 members 
Mstep: Class 18 contains 1180 members 
Mstep: Class 19 contains 5265 members 
Mstep: Class 20 contains 11530 members 
Mstep: Class 21 contains 10934 members 
Mstep: Class 22 contains 39348 members 
Mstep: Class 23 contains 22576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30847546.000000 Penalty: 45102.812500
Iteration 26Q: 22 clusters Score -3.084755e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 79766 members 
Mstep: Class 5 contains 55707 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 9894 members 
Mstep: Class 12 contains 79896 members 
Mstep: Class 13 contains 57552 members 
Mstep: Class 14 contains 16235 members 
Mstep: Class 15 contains 10390 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 17 contains 76182 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 11562 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 40300 members 
Mstep: Class 23 contains 22636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30849002.000000 Penalty: 45102.812500
Iteration 27Q: 22 clusters Score -3.0849e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 3 contains 79761 members 
Mstep: Class 5 contains 54711 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 9 contains 24844 members 
Mstep: Class 10 contains 7934 members 
Mstep: Class 11 contains 9802 members 
Mstep: Class 12 contains 79708 members 
Mstep: Class 13 contains 57609 members 
Mstep: Class 14 contains 16144 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 11332 members 
Mstep: Class 17 contains 76191 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 11798 members 
Mstep: Class 22 contains 41295 members 
Mstep: Class 23 contains 22705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30849964.000000 Penalty: 45102.812500
Iteration 28Q: 22 clusters Score -3.084996e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9901 members 
Mstep: Class 3 contains 79784 members 
Mstep: Class 5 contains 53643 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 9 contains 24900 members 
Mstep: Class 10 contains 8116 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 79551 members 
Mstep: Class 13 contains 57630 members 
Mstep: Class 14 contains 16080 members 
Mstep: Class 15 contains 10516 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 76190 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 11590 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 42367 members 
Mstep: Class 23 contains 22730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30850886.000000 Penalty: 45102.812500
Iteration 29Q: 22 clusters Score -3.085089e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9897 members 
Mstep: Class 3 contains 79822 members 
Mstep: Class 5 contains 52518 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 9 contains 24942 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 9639 members 
Mstep: Class 12 contains 79436 members 
Mstep: Class 13 contains 57664 members 
Mstep: Class 14 contains 16052 members 
Mstep: Class 15 contains 10564 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 76191 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 4985 members 
Mstep: Class 20 contains 11601 members 
Mstep: Class 21 contains 12539 members 
Mstep: Class 22 contains 43426 members 
Mstep: Class 23 contains 22759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30851680.000000 Penalty: 45102.812500
Iteration 30Q: 22 clusters Score -3.085168e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9870 members 
Mstep: Class 3 contains 79841 members 
Mstep: Class 5 contains 51391 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 9 contains 24990 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 9585 members 
Mstep: Class 12 contains 79346 members 
Mstep: Class 13 contains 57669 members 
Mstep: Class 14 contains 16061 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 76146 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 11613 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 22 contains 44492 members 
Mstep: Class 23 contains 22762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30852356.000000 Penalty: 45102.812500
Iteration 31Q: 22 clusters Score -3.085236e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 79860 members 
Mstep: Class 5 contains 50326 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 9 contains 25030 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 79289 members 
Mstep: Class 13 contains 57666 members 
Mstep: Class 14 contains 16083 members 
Mstep: Class 15 contains 10626 members 
Mstep: Class 16 contains 10956 members 
Mstep: Class 17 contains 76089 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 13191 members 
Mstep: Class 22 contains 45484 members 
Mstep: Class 23 contains 22761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30853070.000000 Penalty: 45102.812500
Iteration 32Q: 22 clusters Score -3.085307e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9778 members 
Mstep: Class 3 contains 79884 members 
Mstep: Class 5 contains 49269 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 4393 members 
Mstep: Class 9 contains 25063 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 9485 members 
Mstep: Class 12 contains 79260 members 
Mstep: Class 13 contains 57631 members 
Mstep: Class 14 contains 16107 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 10868 members 
Mstep: Class 17 contains 76013 members 
Mstep: Class 18 contains 1139 members 
Mstep: Class 19 contains 4925 members 
Mstep: Class 20 contains 11627 members 
Mstep: Class 21 contains 13538 members 
Mstep: Class 22 contains 46474 members 
Mstep: Class 23 contains 22780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30853734.000000 Penalty: 45102.812500
Iteration 33Q: 22 clusters Score -3.085373e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 79902 members 
Mstep: Class 5 contains 48185 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 9 contains 25096 members 
Mstep: Class 10 contains 8733 members 
Mstep: Class 11 contains 9439 members 
Mstep: Class 12 contains 79262 members 
Mstep: Class 13 contains 57588 members 
Mstep: Class 14 contains 16130 members 
Mstep: Class 15 contains 10660 members 
Mstep: Class 16 contains 10778 members 
Mstep: Class 17 contains 75931 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 11620 members 
Mstep: Class 21 contains 13883 members 
Mstep: Class 22 contains 47486 members 
Mstep: Class 23 contains 22785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30854492.000000 Penalty: 45102.812500
Iteration 34Q: 22 clusters Score -3.085449e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 79887 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 4199 members 
Mstep: Class 9 contains 25148 members 
Mstep: Class 10 contains 8859 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 79282 members 
Mstep: Class 13 contains 57539 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 10685 members 
Mstep: Class 16 contains 10685 members 
Mstep: Class 17 contains 75921 members 
Mstep: Class 18 contains 1121 members 
Mstep: Class 19 contains 4897 members 
Mstep: Class 20 contains 11620 members 
Mstep: Class 21 contains 14218 members 
Mstep: Class 22 contains 48509 members 
Mstep: Class 23 contains 22748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30855118.000000 Penalty: 45102.812500
Iteration 35Q: 22 clusters Score -3.085512e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9607 members 
Mstep: Class 3 contains 79900 members 
Mstep: Class 5 contains 45855 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 9 contains 25193 members 
Mstep: Class 10 contains 8969 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 79322 members 
Mstep: Class 13 contains 57490 members 
Mstep: Class 14 contains 16207 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 10570 members 
Mstep: Class 17 contains 75864 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 11610 members 
Mstep: Class 21 contains 14575 members 
Mstep: Class 22 contains 49550 members 
Mstep: Class 23 contains 22705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30855658.000000 Penalty: 45102.812500
Iteration 36Q: 22 clusters Score -3.085566e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9522 members 
Mstep: Class 3 contains 79915 members 
Mstep: Class 5 contains 44690 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 9 contains 25233 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 79379 members 
Mstep: Class 13 contains 57424 members 
Mstep: Class 14 contains 16288 members 
Mstep: Class 15 contains 10771 members 
Mstep: Class 16 contains 10456 members 
Mstep: Class 17 contains 75791 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 11594 members 
Mstep: Class 21 contains 14923 members 
Mstep: Class 22 contains 50564 members 
Mstep: Class 23 contains 22639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30856496.000000 Penalty: 45102.812500
Iteration 37Q: 22 clusters Score -3.08565e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 79934 members 
Mstep: Class 5 contains 43507 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 9 contains 25293 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 79456 members 
Mstep: Class 13 contains 57362 members 
Mstep: Class 14 contains 16405 members 
Mstep: Class 15 contains 10846 members 
Mstep: Class 16 contains 10342 members 
Mstep: Class 17 contains 75665 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 11586 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 51614 members 
Mstep: Class 23 contains 22489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30857032.000000 Penalty: 45102.812500
Iteration 38Q: 22 clusters Score -3.085703e+07 nChanged 2946
Entering ConstructFrom: 
Score: -30857032.000000 Penalty: 45102.812500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -462628.125000 Penalty: 1469.945679
	Iteration 0F: 2 clusters Score -462628.1 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 4247 members 
Entering Unmasked Estep 
Score: -456446.875000 Penalty: 2939.891357
	Iteration 0F: 3 clusters Score -456446.9 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -458704.468750 Penalty: 2939.891357
	Iteration 1F: 3 clusters Score -458704.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -459568.687500 Penalty: 2939.891357
	Iteration 2F: 3 clusters Score -459568.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -460724.031250 Penalty: 2939.891357
	Iteration 3F: 3 clusters Score -460724 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -462301.375000 Penalty: 2939.891357
	Iteration 4F: 3 clusters Score -462301.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -463584.000000 Penalty: 2939.891357
	Iteration 5F: 3 clusters Score -463584 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -464408.125000 Penalty: 2939.891357
	Iteration 6F: 3 clusters Score -464408.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -464819.750000 Penalty: 2939.891357
	Iteration 7Q: 3 clusters Score -464819.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -465015.406250 Penalty: 2939.891357
	Iteration 8Q: 3 clusters Score -465015.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -465201.187500 Penalty: 2939.891357
	Iteration 9Q: 3 clusters Score -465201.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -465514.750000 Penalty: 2939.891357
	Iteration 10Q: 3 clusters Score -465514.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -465919.625000 Penalty: 2939.891357
	Iteration 11Q: 3 clusters Score -465919.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -466054.500000 Penalty: 2939.891357
	Iteration 12Q: 3 clusters Score -466054.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -466084.343750 Penalty: 2939.891357
	Iteration 13Q: 3 clusters Score -466084.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -466089.906250 Penalty: 2939.891357
	Iteration 14Q: 3 clusters Score -466089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -466090.812500 Penalty: 2939.891357
	Iteration 15Q: 3 clusters Score -466090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -466093.062500 Penalty: 2939.891357
	Iteration 16Q: 3 clusters Score -466093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -466092.125000 Penalty: 2939.891357
	Iteration 17Q: 3 clusters Score -466092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -466093.406250 Penalty: 2939.891357
	Iteration 18Q: 3 clusters Score -466093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -466093.468750 Penalty: 2939.891357
	Iteration 19F: 3 clusters Score -466093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -466092.906250 Penalty: 2939.891357
	Iteration 20F: 3 clusters Score -466092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -466093.843750 Penalty: 2939.891357
	Iteration 21Q: 3 clusters Score -466093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -466093.000000 Penalty: 2939.891357
	Iteration 22Q: 3 clusters Score -466093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -466093.000000 Penalty: 2939.891357
	Iteration 23F: 3 clusters Score -466093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9365 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Entering Unmasked Estep 
Score: -30860070.000000 Penalty: 47250.562500
Splitting cluster 1 changes total score from -30857032.000000 to -30860070.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -485728.218750 Penalty: 1486.019287
	Iteration 0F: 2 clusters Score -485728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -478980.000000 Penalty: 2972.038574
	Iteration 0F: 3 clusters Score -478980 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -481178.062500 Penalty: 2972.038574
	Iteration 1F: 3 clusters Score -481178.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -481804.906250 Penalty: 2972.038574
	Iteration 2F: 3 clusters Score -481804.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -482524.312500 Penalty: 2972.038574
	Iteration 3F: 3 clusters Score -482524.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -483326.906250 Penalty: 2972.038574
	Iteration 4F: 3 clusters Score -483326.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -484068.281250 Penalty: 2972.038574
	Iteration 5F: 3 clusters Score -484068.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -484520.468750 Penalty: 2972.038574
	Iteration 6F: 3 clusters Score -484520.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -484798.875000 Penalty: 2972.038574
	Iteration 7Q: 3 clusters Score -484798.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -484972.812500 Penalty: 2972.038574
	Iteration 8Q: 3 clusters Score -484972.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -485083.437500 Penalty: 2972.038574
	Iteration 9Q: 3 clusters Score -485083.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -485188.718750 Penalty: 2972.038574
	Iteration 10Q: 3 clusters Score -485188.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -485262.468750 Penalty: 2972.038574
	Iteration 11Q: 3 clusters Score -485262.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -485316.281250 Penalty: 2972.038574
	Iteration 12Q: 3 clusters Score -485316.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -485361.750000 Penalty: 2972.038574
	Iteration 13Q: 3 clusters Score -485361.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -485397.281250 Penalty: 2972.038574
	Iteration 14Q: 3 clusters Score -485397.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -485425.875000 Penalty: 2972.038574
	Iteration 15Q: 3 clusters Score -485425.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -485451.562500 Penalty: 2972.038574
	Iteration 16Q: 3 clusters Score -485451.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -485479.562500 Penalty: 2972.038574
	Iteration 17Q: 3 clusters Score -485479.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -485502.781250 Penalty: 2972.038574
	Iteration 18Q: 3 clusters Score -485502.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -485521.125000 Penalty: 2972.038574
	Iteration 19Q: 3 clusters Score -485521.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -485540.375000 Penalty: 2972.038574
	Iteration 20F: 3 clusters Score -485540.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -485553.937500 Penalty: 2972.038574
	Iteration 21Q: 3 clusters Score -485553.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -485577.031250 Penalty: 2972.038574
	Iteration 22Q: 3 clusters Score -485577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -485607.375000 Penalty: 2972.038574
	Iteration 23Q: 3 clusters Score -485607.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -485644.062500 Penalty: 2972.038574
	Iteration 24Q: 3 clusters Score -485644.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -485705.687500 Penalty: 2972.038574
	Iteration 25Q: 3 clusters Score -485705.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -485770.406250 Penalty: 2972.038574
	Iteration 26Q: 3 clusters Score -485770.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -485838.875000 Penalty: 2972.038574
	Iteration 27Q: 3 clusters Score -485838.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -485879.562500 Penalty: 2972.038574
	Iteration 28Q: 3 clusters Score -485879.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -485898.562500 Penalty: 2972.038574
	Iteration 29Q: 3 clusters Score -485898.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -485910.843750 Penalty: 2972.038574
	Iteration 30Q: 3 clusters Score -485910.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -485917.000000 Penalty: 2972.038574
	Iteration 31Q: 3 clusters Score -485917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -485920.093750 Penalty: 2972.038574
	Iteration 32Q: 3 clusters Score -485920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -485921.781250 Penalty: 2972.038574
	Iteration 33Q: 3 clusters Score -485921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -485922.968750 Penalty: 2972.038574
	Iteration 34Q: 3 clusters Score -485923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -485924.531250 Penalty: 2972.038574
	Iteration 35Q: 3 clusters Score -485924.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -485925.968750 Penalty: 2972.038574
	Iteration 36Q: 3 clusters Score -485926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -485927.406250 Penalty: 2972.038574
	Iteration 37Q: 3 clusters Score -485927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -485927.593750 Penalty: 2972.038574
	Iteration 38Q: 3 clusters Score -485927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -485929.343750 Penalty: 2972.038574
	Iteration 39Q: 3 clusters Score -485929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -485929.125000 Penalty: 2972.038574
	Iteration 40F: 3 clusters Score -485929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485931.093750 Penalty: 2972.038574
	Iteration 41Q: 3 clusters Score -485931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -485931.750000 Penalty: 2972.038574
	Iteration 42Q: 3 clusters Score -485931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -485933.500000 Penalty: 2972.038574
	Iteration 43Q: 3 clusters Score -485933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -485932.750000 Penalty: 2972.038574
	Iteration 44Q: 3 clusters Score -485932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -485935.562500 Penalty: 2972.038574
	Iteration 45Q: 3 clusters Score -485935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -485935.000000 Penalty: 2972.038574
	Iteration 46Q: 3 clusters Score -485935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -485936.468750 Penalty: 2972.038574
	Iteration 47Q: 3 clusters Score -485936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -485936.500000 Penalty: 2972.038574
	Iteration 48Q: 3 clusters Score -485936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -485936.625000 Penalty: 2972.038574
	Iteration 49Q: 3 clusters Score -485936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -485936.625000 Penalty: 2972.038574
	Iteration 50F: 3 clusters Score -485936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Entering Unmasked Estep 
Score: -30859584.000000 Penalty: 49398.316406
Splitting cluster 2 changes total score from -30857032.000000 to -30859584.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (79945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Entering Unmasked Estep 
Score: -4734099.500000 Penalty: 1834.477783
	Iteration 0F: 2 clusters Score -4734100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4680710.500000 Penalty: 3668.955566
	Iteration 0F: 3 clusters Score -4680710 nChanged 37855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4702904.500000 Penalty: 3668.955566
	Iteration 1F: 3 clusters Score -4702904 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -4703811.000000 Penalty: 3668.955566
	Iteration 2Q: 3 clusters Score -4703811 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -4705065.500000 Penalty: 3668.955566
	Iteration 3Q: 3 clusters Score -4705066 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -4707014.000000 Penalty: 3668.955566
	Iteration 4F: 3 clusters Score -4707014 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -4709922.000000 Penalty: 3668.955566
	Iteration 5F: 3 clusters Score -4709922 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -4713748.000000 Penalty: 3668.955566
	Iteration 6F: 3 clusters Score -4713748 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -4718017.500000 Penalty: 3668.955566
	Iteration 7F: 3 clusters Score -4718018 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -4722303.500000 Penalty: 3668.955566
	Iteration 8F: 3 clusters Score -4722304 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -4725864.000000 Penalty: 3668.955566
	Iteration 9F: 3 clusters Score -4725864 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -4728638.000000 Penalty: 3668.955566
	Iteration 10Q: 3 clusters Score -4728638 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -4730456.000000 Penalty: 3668.955566
	Iteration 11Q: 3 clusters Score -4730456 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -4731492.500000 Penalty: 3668.955566
	Iteration 12Q: 3 clusters Score -4731492 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -4732028.000000 Penalty: 3668.955566
	Iteration 13Q: 3 clusters Score -4732028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -4732238.500000 Penalty: 3668.955566
	Iteration 14Q: 3 clusters Score -4732238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -4732344.500000 Penalty: 3668.955566
	Iteration 15Q: 3 clusters Score -4732344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -4732417.500000 Penalty: 3668.955566
	Iteration 16Q: 3 clusters Score -4732418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -4732449.500000 Penalty: 3668.955566
	Iteration 17Q: 3 clusters Score -4732450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -4732479.500000 Penalty: 3668.955566
	Iteration 18Q: 3 clusters Score -4732480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -4732508.000000 Penalty: 3668.955566
	Iteration 19Q: 3 clusters Score -4732508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -4732535.000000 Penalty: 3668.955566
	Iteration 20F: 3 clusters Score -4732535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -4732538.000000 Penalty: 3668.955566
	Iteration 21Q: 3 clusters Score -4732538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -4732554.500000 Penalty: 3668.955566
	Iteration 22Q: 3 clusters Score -4732554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -4732551.000000 Penalty: 3668.955566
	Iteration 23Q: 3 clusters Score -4732551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -4732557.000000 Penalty: 3668.955566
	Iteration 24Q: 3 clusters Score -4732557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -4732562.000000 Penalty: 3668.955566
	Iteration 25Q: 3 clusters Score -4732562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -4732567.000000 Penalty: 3668.955566
	Iteration 26Q: 3 clusters Score -4732567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -4732576.000000 Penalty: 3668.955566
	Iteration 27Q: 3 clusters Score -4732576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -4732575.500000 Penalty: 3668.955566
	Iteration 28Q: 3 clusters Score -4732576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -4732578.000000 Penalty: 3668.955566
	Iteration 29Q: 3 clusters Score -4732578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -4732574.500000 Penalty: 3668.955566
	Iteration 30Q: 3 clusters Score -4732574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -4732578.500000 Penalty: 3668.955566
	Iteration 31Q: 3 clusters Score -4732578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -4732583.500000 Penalty: 3668.955566
	Iteration 32Q: 3 clusters Score -4732584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -4732584.500000 Penalty: 3668.955566
	Iteration 33Q: 3 clusters Score -4732584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -4732593.500000 Penalty: 3668.955566
	Iteration 34Q: 3 clusters Score -4732594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -4732600.500000 Penalty: 3668.955566
	Iteration 35Q: 3 clusters Score -4732600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -4732600.000000 Penalty: 3668.955566
	Iteration 36Q: 3 clusters Score -4732600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -4732600.000000 Penalty: 3668.955566
	Iteration 37F: 3 clusters Score -4732600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Entering Unmasked Estep 
Score: -2498249.500000 Penalty: 1731.341431
	Iteration 0F: 2 clusters Score -2498250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2469852.000000 Penalty: 3462.682861
	Iteration 0F: 3 clusters Score -2469852 nChanged 19808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2481114.500000 Penalty: 3462.682861
	Iteration 1F: 3 clusters Score -2481114 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2482445.250000 Penalty: 3462.682861
	Iteration 2F: 3 clusters Score -2482445 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2485062.250000 Penalty: 3462.682861
	Iteration 3F: 3 clusters Score -2485062 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2489090.250000 Penalty: 3462.682861
	Iteration 4F: 3 clusters Score -2489090 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2492892.750000 Penalty: 3462.682861
	Iteration 5F: 3 clusters Score -2492893 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2495040.250000 Penalty: 3462.682861
	Iteration 6F: 3 clusters Score -2495040 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2496059.500000 Penalty: 3462.682861
	Iteration 7Q: 3 clusters Score -2496060 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2496638.250000 Penalty: 3462.682861
	Iteration 8Q: 3 clusters Score -2496638 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2497090.250000 Penalty: 3462.682861
	Iteration 9Q: 3 clusters Score -2497090 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2497444.250000 Penalty: 3462.682861
	Iteration 10Q: 3 clusters Score -2497444 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2497798.000000 Penalty: 3462.682861
	Iteration 11Q: 3 clusters Score -2497798 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2498127.250000 Penalty: 3462.682861
	Iteration 12Q: 3 clusters Score -2498127 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2498381.750000 Penalty: 3462.682861
	Iteration 13Q: 3 clusters Score -2498382 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2498584.750000 Penalty: 3462.682861
	Iteration 14Q: 3 clusters Score -2498585 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2498761.000000 Penalty: 3462.682861
	Iteration 15Q: 3 clusters Score -2498761 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2498941.250000 Penalty: 3462.682861
	Iteration 16Q: 3 clusters Score -2498941 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2499136.750000 Penalty: 3462.682861
	Iteration 17Q: 3 clusters Score -2499137 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2499329.750000 Penalty: 3462.682861
	Iteration 18Q: 3 clusters Score -2499330 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2499528.500000 Penalty: 3462.682861
	Iteration 19Q: 3 clusters Score -2499528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2499730.500000 Penalty: 3462.682861
	Iteration 20F: 3 clusters Score -2499730 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2499879.250000 Penalty: 3462.682861
	Iteration 21Q: 3 clusters Score -2499879 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2499982.500000 Penalty: 3462.682861
	Iteration 22Q: 3 clusters Score -2499982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2500055.750000 Penalty: 3462.682861
	Iteration 23Q: 3 clusters Score -2500056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2500088.000000 Penalty: 3462.682861
	Iteration 24Q: 3 clusters Score -2500088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2500091.500000 Penalty: 3462.682861
	Iteration 25Q: 3 clusters Score -2500092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2500099.250000 Penalty: 3462.682861
	Iteration 26Q: 3 clusters Score -2500099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2500102.750000 Penalty: 3462.682861
	Iteration 27Q: 3 clusters Score -2500103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2500112.000000 Penalty: 3462.682861
	Iteration 28Q: 3 clusters Score -2500112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2500111.250000 Penalty: 3462.682861
	Iteration 29Q: 3 clusters Score -2500111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2500110.750000 Penalty: 3462.682861
	Iteration 30Q: 3 clusters Score -2500111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2500117.500000 Penalty: 3462.682861
	Iteration 31Q: 3 clusters Score -2500118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2500121.750000 Penalty: 3462.682861
	Iteration 32Q: 3 clusters Score -2500122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2500122.500000 Penalty: 3462.682861
	Iteration 33Q: 3 clusters Score -2500122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2500125.500000 Penalty: 3462.682861
	Iteration 34Q: 3 clusters Score -2500126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2500120.500000 Penalty: 3462.682861
	Iteration 35Q: 3 clusters Score -2500120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2500118.250000 Penalty: 3462.682861
	Iteration 36Q: 3 clusters Score -2500118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2500119.500000 Penalty: 3462.682861
	Iteration 37Q: 3 clusters Score -2500120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2500119.500000 Penalty: 3462.682861
	Iteration 38Q: 3 clusters Score -2500120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2500119.500000 Penalty: 3462.682861
	Iteration 39F: 3 clusters Score -2500120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Entering Unmasked Estep 
Score: -30861144.000000 Penalty: 51546.070312
Splitting cluster 5 changes total score from -30857032.000000 to -30861144.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -159513.125000 Penalty: 1329.575073
	Iteration 0F: 2 clusters Score -159513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -156502.750000 Penalty: 2659.150146
	Iteration 0F: 3 clusters Score -156502.8 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -157917.015625 Penalty: 2659.150146
	Iteration 1F: 3 clusters Score -157917 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -158430.953125 Penalty: 2659.150146
	Iteration 2F: 3 clusters Score -158431 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -158905.078125 Penalty: 2659.150146
	Iteration 3F: 3 clusters Score -158905.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -159345.078125 Penalty: 2659.150146
	Iteration 4F: 3 clusters Score -159345.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -159591.468750 Penalty: 2659.150146
	Iteration 5Q: 3 clusters Score -159591.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -159672.625000 Penalty: 2659.150146
	Iteration 6Q: 3 clusters Score -159672.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -159701.359375 Penalty: 2659.150146
	Iteration 7Q: 3 clusters Score -159701.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -159716.296875 Penalty: 2659.150146
	Iteration 8Q: 3 clusters Score -159716.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -159725.046875 Penalty: 2659.150146
	Iteration 9Q: 3 clusters Score -159725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -159734.265625 Penalty: 2659.150146
	Iteration 10Q: 3 clusters Score -159734.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -159741.390625 Penalty: 2659.150146
	Iteration 11Q: 3 clusters Score -159741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -159744.265625 Penalty: 2659.150146
	Iteration 12Q: 3 clusters Score -159744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -159745.796875 Penalty: 2659.150146
	Iteration 13Q: 3 clusters Score -159745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -159746.390625 Penalty: 2659.150146
	Iteration 14Q: 3 clusters Score -159746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -159746.390625 Penalty: 2659.150146
	Iteration 15F: 3 clusters Score -159746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Entering Unmasked Estep 
Score: -30860534.000000 Penalty: 53693.824219
Splitting cluster 6 changes total score from -30857032.000000 to -30860534.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (3880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Entering Unmasked Estep 
Score: -171946.390625 Penalty: 1342.833496
	Iteration 0F: 2 clusters Score -171946.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -168706.984375 Penalty: 2685.666992
	Iteration 0F: 3 clusters Score -168707 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -169910.187500 Penalty: 2685.666992
	Iteration 1F: 3 clusters Score -169910.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -170334.562500 Penalty: 2685.666992
	Iteration 2F: 3 clusters Score -170334.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -170582.562500 Penalty: 2685.666992
	Iteration 3F: 3 clusters Score -170582.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -170769.421875 Penalty: 2685.666992
	Iteration 4F: 3 clusters Score -170769.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -170884.453125 Penalty: 2685.666992
	Iteration 5Q: 3 clusters Score -170884.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -170963.828125 Penalty: 2685.666992
	Iteration 6Q: 3 clusters Score -170963.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -171018.078125 Penalty: 2685.666992
	Iteration 7Q: 3 clusters Score -171018.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -171060.515625 Penalty: 2685.666992
	Iteration 8Q: 3 clusters Score -171060.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -171083.062500 Penalty: 2685.666992
	Iteration 9Q: 3 clusters Score -171083.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -171101.109375 Penalty: 2685.666992
	Iteration 10Q: 3 clusters Score -171101.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -171115.984375 Penalty: 2685.666992
	Iteration 11Q: 3 clusters Score -171116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -171131.015625 Penalty: 2685.666992
	Iteration 12Q: 3 clusters Score -171131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -171141.734375 Penalty: 2685.666992
	Iteration 13Q: 3 clusters Score -171141.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -171148.500000 Penalty: 2685.666992
	Iteration 14Q: 3 clusters Score -171148.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -171156.312500 Penalty: 2685.666992
	Iteration 15Q: 3 clusters Score -171156.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -171164.187500 Penalty: 2685.666992
	Iteration 16Q: 3 clusters Score -171164.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -171173.796875 Penalty: 2685.666992
	Iteration 17Q: 3 clusters Score -171173.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -171187.250000 Penalty: 2685.666992
	Iteration 18Q: 3 clusters Score -171187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -171195.609375 Penalty: 2685.666992
	Iteration 19Q: 3 clusters Score -171195.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -171206.937500 Penalty: 2685.666992
	Iteration 20F: 3 clusters Score -171206.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -171214.062500 Penalty: 2685.666992
	Iteration 21Q: 3 clusters Score -171214.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -171225.359375 Penalty: 2685.666992
	Iteration 22Q: 3 clusters Score -171225.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -171232.000000 Penalty: 2685.666992
	Iteration 23Q: 3 clusters Score -171232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -171238.796875 Penalty: 2685.666992
	Iteration 24Q: 3 clusters Score -171238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -171245.296875 Penalty: 2685.666992
	Iteration 25Q: 3 clusters Score -171245.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -171250.109375 Penalty: 2685.666992
	Iteration 26Q: 3 clusters Score -171250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -171256.093750 Penalty: 2685.666992
	Iteration 27Q: 3 clusters Score -171256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -171263.453125 Penalty: 2685.666992
	Iteration 28Q: 3 clusters Score -171263.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -171277.109375 Penalty: 2685.666992
	Iteration 29Q: 3 clusters Score -171277.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -171288.203125 Penalty: 2685.666992
	Iteration 30Q: 3 clusters Score -171288.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -171305.562500 Penalty: 2685.666992
	Iteration 31Q: 3 clusters Score -171305.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -171326.875000 Penalty: 2685.666992
	Iteration 32Q: 3 clusters Score -171326.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -171336.718750 Penalty: 2685.666992
	Iteration 33Q: 3 clusters Score -171336.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -171349.093750 Penalty: 2685.666992
	Iteration 34Q: 3 clusters Score -171349.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -171359.843750 Penalty: 2685.666992
	Iteration 35Q: 3 clusters Score -171359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -171370.140625 Penalty: 2685.666992
	Iteration 36Q: 3 clusters Score -171370.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -171378.359375 Penalty: 2685.666992
	Iteration 37Q: 3 clusters Score -171378.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -171385.968750 Penalty: 2685.666992
	Iteration 38Q: 3 clusters Score -171386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -171392.968750 Penalty: 2685.666992
	Iteration 39Q: 3 clusters Score -171393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -171397.671875 Penalty: 2685.666992
	Iteration 40F: 3 clusters Score -171397.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -171404.984375 Penalty: 2685.666992
	Iteration 41Q: 3 clusters Score -171405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -171413.203125 Penalty: 2685.666992
	Iteration 42Q: 3 clusters Score -171413.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -171417.265625 Penalty: 2685.666992
	Iteration 43Q: 3 clusters Score -171417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -171421.656250 Penalty: 2685.666992
	Iteration 44Q: 3 clusters Score -171421.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -171428.046875 Penalty: 2685.666992
	Iteration 45Q: 3 clusters Score -171428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -171430.640625 Penalty: 2685.666992
	Iteration 46Q: 3 clusters Score -171430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -171433.359375 Penalty: 2685.666992
	Iteration 47Q: 3 clusters Score -171433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -171435.703125 Penalty: 2685.666992
	Iteration 48Q: 3 clusters Score -171435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -171435.984375 Penalty: 2685.666992
	Iteration 49Q: 3 clusters Score -171436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -171436.218750 Penalty: 2685.666992
	Iteration 50Q: 3 clusters Score -171436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -171436.218750 Penalty: 2685.666992
	Iteration 51F: 3 clusters Score -171436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Entering Unmasked Estep 
Score: -1527673.750000 Penalty: 1647.849487
	Iteration 0F: 2 clusters Score -1527674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1510565.375000 Penalty: 3295.698975
	Iteration 0F: 3 clusters Score -1510565 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1516812.375000 Penalty: 3295.698975
	Iteration 1F: 3 clusters Score -1516812 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1517258.625000 Penalty: 3295.698975
	Iteration 2Q: 3 clusters Score -1517259 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1517980.875000 Penalty: 3295.698975
	Iteration 3Q: 3 clusters Score -1517981 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1519260.625000 Penalty: 3295.698975
	Iteration 4F: 3 clusters Score -1519261 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1521227.875000 Penalty: 3295.698975
	Iteration 5F: 3 clusters Score -1521228 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1523415.625000 Penalty: 3295.698975
	Iteration 6F: 3 clusters Score -1523416 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1525395.125000 Penalty: 3295.698975
	Iteration 7F: 3 clusters Score -1525395 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1526740.875000 Penalty: 3295.698975
	Iteration 8F: 3 clusters Score -1526741 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -1527616.000000 Penalty: 3295.698975
	Iteration 9Q: 3 clusters Score -1527616 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -1528114.375000 Penalty: 3295.698975
	Iteration 10Q: 3 clusters Score -1528114 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -1528389.625000 Penalty: 3295.698975
	Iteration 11Q: 3 clusters Score -1528390 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -1528553.125000 Penalty: 3295.698975
	Iteration 12Q: 3 clusters Score -1528553 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -1528658.125000 Penalty: 3295.698975
	Iteration 13Q: 3 clusters Score -1528658 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -1528716.500000 Penalty: 3295.698975
	Iteration 14Q: 3 clusters Score -1528716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -1528752.375000 Penalty: 3295.698975
	Iteration 15Q: 3 clusters Score -1528752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1528780.500000 Penalty: 3295.698975
	Iteration 16Q: 3 clusters Score -1528780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1528804.500000 Penalty: 3295.698975
	Iteration 17Q: 3 clusters Score -1528804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1528831.625000 Penalty: 3295.698975
	Iteration 18Q: 3 clusters Score -1528832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1528854.875000 Penalty: 3295.698975
	Iteration 19Q: 3 clusters Score -1528855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -1528870.500000 Penalty: 3295.698975
	Iteration 20F: 3 clusters Score -1528870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -1528879.750000 Penalty: 3295.698975
	Iteration 21Q: 3 clusters Score -1528880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1528881.500000 Penalty: 3295.698975
	Iteration 22Q: 3 clusters Score -1528882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -1528883.000000 Penalty: 3295.698975
	Iteration 23Q: 3 clusters Score -1528883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -1528881.375000 Penalty: 3295.698975
	Iteration 24Q: 3 clusters Score -1528881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -1528885.000000 Penalty: 3295.698975
	Iteration 25Q: 3 clusters Score -1528885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -1528885.625000 Penalty: 3295.698975
	Iteration 26Q: 3 clusters Score -1528886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -1528889.250000 Penalty: 3295.698975
	Iteration 27Q: 3 clusters Score -1528889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -1528889.000000 Penalty: 3295.698975
	Iteration 28Q: 3 clusters Score -1528889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -1528894.750000 Penalty: 3295.698975
	Iteration 29Q: 3 clusters Score -1528895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -1528893.375000 Penalty: 3295.698975
	Iteration 30Q: 3 clusters Score -1528893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -1528895.875000 Penalty: 3295.698975
	Iteration 31Q: 3 clusters Score -1528896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -1528902.375000 Penalty: 3295.698975
	Iteration 32Q: 3 clusters Score -1528902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -1528901.625000 Penalty: 3295.698975
	Iteration 33Q: 3 clusters Score -1528902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1528907.750000 Penalty: 3295.698975
	Iteration 34Q: 3 clusters Score -1528908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -1528906.625000 Penalty: 3295.698975
	Iteration 35Q: 3 clusters Score -1528907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1528906.625000 Penalty: 3295.698975
	Iteration 36Q: 3 clusters Score -1528907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -1528908.250000 Penalty: 3295.698975
	Iteration 37Q: 3 clusters Score -1528908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -1528908.000000 Penalty: 3295.698975
	Iteration 38Q: 3 clusters Score -1528908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -1528911.250000 Penalty: 3295.698975
	Iteration 39Q: 3 clusters Score -1528911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -1528912.250000 Penalty: 3295.698975
	Iteration 40F: 3 clusters Score -1528912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -1528914.125000 Penalty: 3295.698975
	Iteration 41Q: 3 clusters Score -1528914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1528911.625000 Penalty: 3295.698975
	Iteration 42Q: 3 clusters Score -1528912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1528911.625000 Penalty: 3295.698975
	Iteration 43F: 3 clusters Score -1528912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Entering Unmasked Estep 
Score: -30861208.000000 Penalty: 55841.574219
Splitting cluster 9 changes total score from -30857032.000000 to -30861208.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -486312.437500 Penalty: 1484.730225
	Iteration 0F: 2 clusters Score -486312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -479553.562500 Penalty: 2969.460449
	Iteration 0F: 3 clusters Score -479553.6 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -481706.156250 Penalty: 2969.460449
	Iteration 1F: 3 clusters Score -481706.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -482087.250000 Penalty: 2969.460449
	Iteration 2F: 3 clusters Score -482087.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -482483.593750 Penalty: 2969.460449
	Iteration 3F: 3 clusters Score -482483.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -482907.406250 Penalty: 2969.460449
	Iteration 4F: 3 clusters Score -482907.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -483445.000000 Penalty: 2969.460449
	Iteration 5F: 3 clusters Score -483445 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -484021.843750 Penalty: 2969.460449
	Iteration 6F: 3 clusters Score -484021.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -484636.656250 Penalty: 2969.460449
	Iteration 7F: 3 clusters Score -484636.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -485163.000000 Penalty: 2969.460449
	Iteration 8F: 3 clusters Score -485163 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -485559.968750 Penalty: 2969.460449
	Iteration 9Q: 3 clusters Score -485560 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -485775.125000 Penalty: 2969.460449
	Iteration 10Q: 3 clusters Score -485775.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -485875.937500 Penalty: 2969.460449
	Iteration 11Q: 3 clusters Score -485875.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -485922.312500 Penalty: 2969.460449
	Iteration 12Q: 3 clusters Score -485922.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -485951.187500 Penalty: 2969.460449
	Iteration 13Q: 3 clusters Score -485951.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -485964.687500 Penalty: 2969.460449
	Iteration 14Q: 3 clusters Score -485964.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -485975.812500 Penalty: 2969.460449
	Iteration 15Q: 3 clusters Score -485975.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -485983.250000 Penalty: 2969.460449
	Iteration 16Q: 3 clusters Score -485983.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -485986.687500 Penalty: 2969.460449
	Iteration 17Q: 3 clusters Score -485986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -485991.125000 Penalty: 2969.460449
	Iteration 18Q: 3 clusters Score -485991.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -485996.562500 Penalty: 2969.460449
	Iteration 19Q: 3 clusters Score -485996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -486004.812500 Penalty: 2969.460449
	Iteration 20F: 3 clusters Score -486004.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -486011.656250 Penalty: 2969.460449
	Iteration 21Q: 3 clusters Score -486011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -486026.687500 Penalty: 2969.460449
	Iteration 22Q: 3 clusters Score -486026.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -486048.843750 Penalty: 2969.460449
	Iteration 23Q: 3 clusters Score -486048.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -486089.406250 Penalty: 2969.460449
	Iteration 24Q: 3 clusters Score -486089.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -486125.156250 Penalty: 2969.460449
	Iteration 25Q: 3 clusters Score -486125.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -486150.781250 Penalty: 2969.460449
	Iteration 26Q: 3 clusters Score -486150.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -486170.750000 Penalty: 2969.460449
	Iteration 27Q: 3 clusters Score -486170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -486177.218750 Penalty: 2969.460449
	Iteration 28Q: 3 clusters Score -486177.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -486178.687500 Penalty: 2969.460449
	Iteration 29Q: 3 clusters Score -486178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -486183.281250 Penalty: 2969.460449
	Iteration 30Q: 3 clusters Score -486183.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -486186.593750 Penalty: 2969.460449
	Iteration 31Q: 3 clusters Score -486186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -486188.500000 Penalty: 2969.460449
	Iteration 32Q: 3 clusters Score -486188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -486189.656250 Penalty: 2969.460449
	Iteration 33Q: 3 clusters Score -486189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -486189.375000 Penalty: 2969.460449
	Iteration 34Q: 3 clusters Score -486189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -486190.562500 Penalty: 2969.460449
	Iteration 35Q: 3 clusters Score -486190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -486192.156250 Penalty: 2969.460449
	Iteration 36Q: 3 clusters Score -486192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -486194.031250 Penalty: 2969.460449
	Iteration 37Q: 3 clusters Score -486194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -486196.218750 Penalty: 2969.460449
	Iteration 38Q: 3 clusters Score -486196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -486196.062500 Penalty: 2969.460449
	Iteration 39Q: 3 clusters Score -486196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -486199.625000 Penalty: 2969.460449
	Iteration 40F: 3 clusters Score -486199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -486199.375000 Penalty: 2969.460449
	Iteration 41Q: 3 clusters Score -486199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -486199.406250 Penalty: 2969.460449
	Iteration 42Q: 3 clusters Score -486199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -486200.562500 Penalty: 2969.460449
	Iteration 43Q: 3 clusters Score -486200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -486200.937500 Penalty: 2969.460449
	Iteration 44Q: 3 clusters Score -486200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -486200.093750 Penalty: 2969.460449
	Iteration 45Q: 3 clusters Score -486200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -486199.437500 Penalty: 2969.460449
	Iteration 46Q: 3 clusters Score -486199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -486199.437500 Penalty: 2969.460449
	Iteration 47F: 3 clusters Score -486199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Entering Unmasked Estep 
Score: -497901.968750 Penalty: 1482.422729
	Iteration 0F: 2 clusters Score -497902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -491324.687500 Penalty: 2964.845459
	Iteration 0F: 3 clusters Score -491324.7 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -494329.687500 Penalty: 2964.845459
	Iteration 1F: 3 clusters Score -494329.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -495848.406250 Penalty: 2964.845459
	Iteration 2F: 3 clusters Score -495848.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -497419.125000 Penalty: 2964.845459
	Iteration 3F: 3 clusters Score -497419.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -498427.843750 Penalty: 2964.845459
	Iteration 4F: 3 clusters Score -498427.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -499064.937500 Penalty: 2964.845459
	Iteration 5F: 3 clusters Score -499064.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -499572.812500 Penalty: 2964.845459
	Iteration 6Q: 3 clusters Score -499572.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -500118.843750 Penalty: 2964.845459
	Iteration 7Q: 3 clusters Score -500118.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -500735.843750 Penalty: 2964.845459
	Iteration 8Q: 3 clusters Score -500735.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -501404.281250 Penalty: 2964.845459
	Iteration 9Q: 3 clusters Score -501404.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -501754.875000 Penalty: 2964.845459
	Iteration 10Q: 3 clusters Score -501754.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -501938.281250 Penalty: 2964.845459
	Iteration 11Q: 3 clusters Score -501938.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -502122.312500 Penalty: 2964.845459
	Iteration 12Q: 3 clusters Score -502122.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -502431.343750 Penalty: 2964.845459
	Iteration 13Q: 3 clusters Score -502431.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -503059.906250 Penalty: 2964.845459
	Iteration 14Q: 3 clusters Score -503059.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -504071.000000 Penalty: 2964.845459
	Iteration 15Q: 3 clusters Score -504071 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -504577.906250 Penalty: 2964.845459
	Iteration 16Q: 3 clusters Score -504577.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -504647.031250 Penalty: 2964.845459
	Iteration 17Q: 3 clusters Score -504647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -504658.062500 Penalty: 2964.845459
	Iteration 18Q: 3 clusters Score -504658.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -504663.375000 Penalty: 2964.845459
	Iteration 19Q: 3 clusters Score -504663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -504665.562500 Penalty: 2964.845459
	Iteration 20F: 3 clusters Score -504665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Entering Unmasked Estep 
Score: -30867258.000000 Penalty: 57989.328125
Splitting cluster 11 changes total score from -30857032.000000 to -30867258.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (79541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Entering Unmasked Estep 
Score: -4814370.000000 Penalty: 1833.654541
	Iteration 0F: 2 clusters Score -4814370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4761268.500000 Penalty: 3667.309082
	Iteration 0F: 3 clusters Score -4761268 nChanged 37818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -4784294.000000 Penalty: 3667.309082
	Iteration 1F: 3 clusters Score -4784294 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -4786346.500000 Penalty: 3667.309082
	Iteration 2F: 3 clusters Score -4786346 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -4789669.500000 Penalty: 3667.309082
	Iteration 3F: 3 clusters Score -4789670 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -4794338.000000 Penalty: 3667.309082
	Iteration 4F: 3 clusters Score -4794338 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -4799812.500000 Penalty: 3667.309082
	Iteration 5F: 3 clusters Score -4799812 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -4804447.000000 Penalty: 3667.309082
	Iteration 6F: 3 clusters Score -4804447 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -4807964.500000 Penalty: 3667.309082
	Iteration 7F: 3 clusters Score -4807964 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -4810252.500000 Penalty: 3667.309082
	Iteration 8Q: 3 clusters Score -4810252 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -4811588.500000 Penalty: 3667.309082
	Iteration 9Q: 3 clusters Score -4811588 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -4812232.000000 Penalty: 3667.309082
	Iteration 10Q: 3 clusters Score -4812232 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -4812502.500000 Penalty: 3667.309082
	Iteration 11Q: 3 clusters Score -4812502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -4812638.000000 Penalty: 3667.309082
	Iteration 12Q: 3 clusters Score -4812638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -4812711.000000 Penalty: 3667.309082
	Iteration 13Q: 3 clusters Score -4812711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -4812769.500000 Penalty: 3667.309082
	Iteration 14Q: 3 clusters Score -4812770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -4812805.500000 Penalty: 3667.309082
	Iteration 15Q: 3 clusters Score -4812806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -4812832.000000 Penalty: 3667.309082
	Iteration 16Q: 3 clusters Score -4812832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -4812861.500000 Penalty: 3667.309082
	Iteration 17Q: 3 clusters Score -4812862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -4812873.000000 Penalty: 3667.309082
	Iteration 18Q: 3 clusters Score -4812873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -4812891.500000 Penalty: 3667.309082
	Iteration 19Q: 3 clusters Score -4812892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -4812903.000000 Penalty: 3667.309082
	Iteration 20F: 3 clusters Score -4812903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -4812912.500000 Penalty: 3667.309082
	Iteration 21Q: 3 clusters Score -4812912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -4812921.500000 Penalty: 3667.309082
	Iteration 22Q: 3 clusters Score -4812922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -4812928.500000 Penalty: 3667.309082
	Iteration 23Q: 3 clusters Score -4812928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -4812940.500000 Penalty: 3667.309082
	Iteration 24Q: 3 clusters Score -4812940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -4812942.500000 Penalty: 3667.309082
	Iteration 25Q: 3 clusters Score -4812942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -4812953.000000 Penalty: 3667.309082
	Iteration 26Q: 3 clusters Score -4812953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -4812964.500000 Penalty: 3667.309082
	Iteration 27Q: 3 clusters Score -4812964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -4812972.500000 Penalty: 3667.309082
	Iteration 28Q: 3 clusters Score -4812972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -4812977.000000 Penalty: 3667.309082
	Iteration 29Q: 3 clusters Score -4812977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -4812983.000000 Penalty: 3667.309082
	Iteration 30Q: 3 clusters Score -4812983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -4812984.500000 Penalty: 3667.309082
	Iteration 31Q: 3 clusters Score -4812984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -4812984.500000 Penalty: 3667.309082
	Iteration 32F: 3 clusters Score -4812984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Entering Unmasked Estep 
Score: -3453344.250000 Penalty: 1780.262695
	Iteration 0F: 2 clusters Score -3453344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3415130.000000 Penalty: 3560.525391
	Iteration 0F: 3 clusters Score -3415130 nChanged 27091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -3431241.750000 Penalty: 3560.525391
	Iteration 1F: 3 clusters Score -3431242 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -3432802.750000 Penalty: 3560.525391
	Iteration 2F: 3 clusters Score -3432803 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -3435323.750000 Penalty: 3560.525391
	Iteration 3F: 3 clusters Score -3435324 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -3438858.500000 Penalty: 3560.525391
	Iteration 4F: 3 clusters Score -3438858 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -3442419.000000 Penalty: 3560.525391
	Iteration 5F: 3 clusters Score -3442419 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -3445060.500000 Penalty: 3560.525391
	Iteration 6F: 3 clusters Score -3445060 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -3446817.750000 Penalty: 3560.525391
	Iteration 7F: 3 clusters Score -3446818 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -3448064.000000 Penalty: 3560.525391
	Iteration 8Q: 3 clusters Score -3448064 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -3449070.000000 Penalty: 3560.525391
	Iteration 9Q: 3 clusters Score -3449070 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -3449870.000000 Penalty: 3560.525391
	Iteration 10Q: 3 clusters Score -3449870 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -3450485.000000 Penalty: 3560.525391
	Iteration 11Q: 3 clusters Score -3450485 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -3450986.500000 Penalty: 3560.525391
	Iteration 12Q: 3 clusters Score -3450986 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -3451286.250000 Penalty: 3560.525391
	Iteration 13Q: 3 clusters Score -3451286 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -3451520.500000 Penalty: 3560.525391
	Iteration 14Q: 3 clusters Score -3451520 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -3451674.750000 Penalty: 3560.525391
	Iteration 15Q: 3 clusters Score -3451675 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -3451768.500000 Penalty: 3560.525391
	Iteration 16Q: 3 clusters Score -3451768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -3451843.250000 Penalty: 3560.525391
	Iteration 17Q: 3 clusters Score -3451843 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -3451932.750000 Penalty: 3560.525391
	Iteration 18Q: 3 clusters Score -3451933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -3451981.750000 Penalty: 3560.525391
	Iteration 19Q: 3 clusters Score -3451982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -3452002.000000 Penalty: 3560.525391
	Iteration 20F: 3 clusters Score -3452002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -3452022.750000 Penalty: 3560.525391
	Iteration 21Q: 3 clusters Score -3452023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -3452038.500000 Penalty: 3560.525391
	Iteration 22Q: 3 clusters Score -3452038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -3452051.750000 Penalty: 3560.525391
	Iteration 23Q: 3 clusters Score -3452052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -3452063.750000 Penalty: 3560.525391
	Iteration 24Q: 3 clusters Score -3452064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -3452067.750000 Penalty: 3560.525391
	Iteration 25Q: 3 clusters Score -3452068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -3452068.000000 Penalty: 3560.525391
	Iteration 26Q: 3 clusters Score -3452068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -3452064.500000 Penalty: 3560.525391
	Iteration 27Q: 3 clusters Score -3452064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -3452073.000000 Penalty: 3560.525391
	Iteration 28Q: 3 clusters Score -3452073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -3452080.750000 Penalty: 3560.525391
	Iteration 29Q: 3 clusters Score -3452081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -3452082.500000 Penalty: 3560.525391
	Iteration 30Q: 3 clusters Score -3452082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -3452083.250000 Penalty: 3560.525391
	Iteration 31Q: 3 clusters Score -3452083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -3452082.000000 Penalty: 3560.525391
	Iteration 32Q: 3 clusters Score -3452082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -3452082.000000 Penalty: 3560.525391
	Iteration 33Q: 3 clusters Score -3452082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -3452081.500000 Penalty: 3560.525391
	Iteration 34Q: 3 clusters Score -3452082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -3452082.250000 Penalty: 3560.525391
	Iteration 35Q: 3 clusters Score -3452082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -3452082.250000 Penalty: 3560.525391
	Iteration 36Q: 3 clusters Score -3452082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -3452084.000000 Penalty: 3560.525391
	Iteration 37Q: 3 clusters Score -3452084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -3452090.250000 Penalty: 3560.525391
	Iteration 38Q: 3 clusters Score -3452090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -3452092.500000 Penalty: 3560.525391
	Iteration 39Q: 3 clusters Score -3452092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -3452091.500000 Penalty: 3560.525391
	Iteration 40F: 3 clusters Score -3452092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -3452096.000000 Penalty: 3560.525391
	Iteration 41Q: 3 clusters Score -3452096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -3452093.500000 Penalty: 3560.525391
	Iteration 42Q: 3 clusters Score -3452094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -3452096.750000 Penalty: 3560.525391
	Iteration 43Q: 3 clusters Score -3452097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -3452103.000000 Penalty: 3560.525391
	Iteration 44Q: 3 clusters Score -3452103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -3452103.000000 Penalty: 3560.525391
	Iteration 45Q: 3 clusters Score -3452103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -3452103.000000 Penalty: 3560.525391
	Iteration 46F: 3 clusters Score -3452103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Entering Unmasked Estep 
Score: -970648.687500 Penalty: 1578.803101
	Iteration 0F: 2 clusters Score -970648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -959410.437500 Penalty: 3157.606201
	Iteration 0F: 3 clusters Score -959410.4 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -965105.000000 Penalty: 3157.606201
	Iteration 1F: 3 clusters Score -965105 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -967238.000000 Penalty: 3157.606201
	Iteration 2F: 3 clusters Score -967238 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -969671.437500 Penalty: 3157.606201
	Iteration 3F: 3 clusters Score -969671.4 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -971486.875000 Penalty: 3157.606201
	Iteration 4F: 3 clusters Score -971486.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -972489.062500 Penalty: 3157.606201
	Iteration 5F: 3 clusters Score -972489.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -972845.750000 Penalty: 3157.606201
	Iteration 6Q: 3 clusters Score -972845.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -973000.187500 Penalty: 3157.606201
	Iteration 7Q: 3 clusters Score -973000.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -973060.812500 Penalty: 3157.606201
	Iteration 8Q: 3 clusters Score -973060.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -973091.187500 Penalty: 3157.606201
	Iteration 9Q: 3 clusters Score -973091.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -973115.000000 Penalty: 3157.606201
	Iteration 10Q: 3 clusters Score -973115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -973131.000000 Penalty: 3157.606201
	Iteration 11Q: 3 clusters Score -973131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -973137.812500 Penalty: 3157.606201
	Iteration 12Q: 3 clusters Score -973137.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -973148.125000 Penalty: 3157.606201
	Iteration 13Q: 3 clusters Score -973148.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -973159.187500 Penalty: 3157.606201
	Iteration 14Q: 3 clusters Score -973159.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -973166.312500 Penalty: 3157.606201
	Iteration 15Q: 3 clusters Score -973166.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -973172.625000 Penalty: 3157.606201
	Iteration 16Q: 3 clusters Score -973172.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -973176.625000 Penalty: 3157.606201
	Iteration 17Q: 3 clusters Score -973176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -973178.812500 Penalty: 3157.606201
	Iteration 18Q: 3 clusters Score -973178.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -973187.187500 Penalty: 3157.606201
	Iteration 19Q: 3 clusters Score -973187.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -973191.625000 Penalty: 3157.606201
	Iteration 20F: 3 clusters Score -973191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -973193.750000 Penalty: 3157.606201
	Iteration 21Q: 3 clusters Score -973193.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -973195.812500 Penalty: 3157.606201
	Iteration 22Q: 3 clusters Score -973195.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -973198.937500 Penalty: 3157.606201
	Iteration 23Q: 3 clusters Score -973198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -973197.250000 Penalty: 3157.606201
	Iteration 24Q: 3 clusters Score -973197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -973200.125000 Penalty: 3157.606201
	Iteration 25Q: 3 clusters Score -973200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -973200.750000 Penalty: 3157.606201
	Iteration 26Q: 3 clusters Score -973200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -973200.625000 Penalty: 3157.606201
	Iteration 27Q: 3 clusters Score -973200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -973199.437500 Penalty: 3157.606201
	Iteration 28Q: 3 clusters Score -973199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -973199.625000 Penalty: 3157.606201
	Iteration 29Q: 3 clusters Score -973199.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -973201.937500 Penalty: 3157.606201
	Iteration 30Q: 3 clusters Score -973201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -973203.437500 Penalty: 3157.606201
	Iteration 31Q: 3 clusters Score -973203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -973204.812500 Penalty: 3157.606201
	Iteration 32Q: 3 clusters Score -973204.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -973203.937500 Penalty: 3157.606201
	Iteration 33Q: 3 clusters Score -973203.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -973208.625000 Penalty: 3157.606201
	Iteration 34Q: 3 clusters Score -973208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -973209.125000 Penalty: 3157.606201
	Iteration 35Q: 3 clusters Score -973209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -973211.562500 Penalty: 3157.606201
	Iteration 36Q: 3 clusters Score -973211.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -973214.375000 Penalty: 3157.606201
	Iteration 37Q: 3 clusters Score -973214.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -973217.000000 Penalty: 3157.606201
	Iteration 38Q: 3 clusters Score -973217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -973220.062500 Penalty: 3157.606201
	Iteration 39Q: 3 clusters Score -973220.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -973221.500000 Penalty: 3157.606201
	Iteration 40F: 3 clusters Score -973221.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -973223.750000 Penalty: 3157.606201
	Iteration 41Q: 3 clusters Score -973223.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -973230.562500 Penalty: 3157.606201
	Iteration 42Q: 3 clusters Score -973230.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -973230.250000 Penalty: 3157.606201
	Iteration 43Q: 3 clusters Score -973230.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -973235.250000 Penalty: 3157.606201
	Iteration 44Q: 3 clusters Score -973235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -973237.437500 Penalty: 3157.606201
	Iteration 45Q: 3 clusters Score -973237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -973238.187500 Penalty: 3157.606201
	Iteration 46Q: 3 clusters Score -973238.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -973241.125000 Penalty: 3157.606201
	Iteration 47Q: 3 clusters Score -973241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -973243.500000 Penalty: 3157.606201
	Iteration 48Q: 3 clusters Score -973243.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -973245.062500 Penalty: 3157.606201
	Iteration 49Q: 3 clusters Score -973245.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -973245.125000 Penalty: 3157.606201
	Iteration 50Q: 3 clusters Score -973245.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -973251.875000 Penalty: 3157.606201
	Iteration 51Q: 3 clusters Score -973251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -973255.812500 Penalty: 3157.606201
	Iteration 52Q: 3 clusters Score -973255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -973256.625000 Penalty: 3157.606201
	Iteration 53Q: 3 clusters Score -973256.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -973256.562500 Penalty: 3157.606201
	Iteration 54Q: 3 clusters Score -973256.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -973256.812500 Penalty: 3157.606201
	Iteration 55Q: 3 clusters Score -973256.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -973257.125000 Penalty: 3157.606201
	Iteration 56Q: 3 clusters Score -973257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -973260.125000 Penalty: 3157.606201
	Iteration 57Q: 3 clusters Score -973260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -973261.875000 Penalty: 3157.606201
	Iteration 58Q: 3 clusters Score -973261.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -973264.562500 Penalty: 3157.606201
	Iteration 59Q: 3 clusters Score -973264.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -973266.500000 Penalty: 3157.606201
	Iteration 60F: 3 clusters Score -973266.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -973264.812500 Penalty: 3157.606201
	Iteration 61Q: 3 clusters Score -973264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -973271.187500 Penalty: 3157.606201
	Iteration 62Q: 3 clusters Score -973271.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -973273.625000 Penalty: 3157.606201
	Iteration 63Q: 3 clusters Score -973273.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -973277.375000 Penalty: 3157.606201
	Iteration 64Q: 3 clusters Score -973277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -973277.562500 Penalty: 3157.606201
	Iteration 65Q: 3 clusters Score -973277.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -973278.687500 Penalty: 3157.606201
	Iteration 66Q: 3 clusters Score -973278.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -973283.375000 Penalty: 3157.606201
	Iteration 67Q: 3 clusters Score -973283.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -973284.625000 Penalty: 3157.606201
	Iteration 68Q: 3 clusters Score -973284.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -973291.437500 Penalty: 3157.606201
	Iteration 69Q: 3 clusters Score -973291.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -973296.125000 Penalty: 3157.606201
	Iteration 70Q: 3 clusters Score -973296.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -973298.750000 Penalty: 3157.606201
	Iteration 71Q: 3 clusters Score -973298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -973300.437500 Penalty: 3157.606201
	Iteration 72Q: 3 clusters Score -973300.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -973300.562500 Penalty: 3157.606201
	Iteration 73Q: 3 clusters Score -973300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -973300.812500 Penalty: 3157.606201
	Iteration 74Q: 3 clusters Score -973300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -973300.625000 Penalty: 3157.606201
	Iteration 75Q: 3 clusters Score -973300.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -973302.625000 Penalty: 3157.606201
	Iteration 76Q: 3 clusters Score -973302.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -973307.875000 Penalty: 3157.606201
	Iteration 77Q: 3 clusters Score -973307.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -973316.250000 Penalty: 3157.606201
	Iteration 78Q: 3 clusters Score -973316.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -973327.562500 Penalty: 3157.606201
	Iteration 79Q: 3 clusters Score -973327.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -973336.125000 Penalty: 3157.606201
	Iteration 80F: 3 clusters Score -973336.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -973348.187500 Penalty: 3157.606201
	Iteration 81Q: 3 clusters Score -973348.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -973358.562500 Penalty: 3157.606201
	Iteration 82Q: 3 clusters Score -973358.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -973370.812500 Penalty: 3157.606201
	Iteration 83Q: 3 clusters Score -973370.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -973379.437500 Penalty: 3157.606201
	Iteration 84Q: 3 clusters Score -973379.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -973390.125000 Penalty: 3157.606201
	Iteration 85Q: 3 clusters Score -973390.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -973401.812500 Penalty: 3157.606201
	Iteration 86Q: 3 clusters Score -973401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -973411.625000 Penalty: 3157.606201
	Iteration 87Q: 3 clusters Score -973411.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -973412.562500 Penalty: 3157.606201
	Iteration 88Q: 3 clusters Score -973412.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -973419.187500 Penalty: 3157.606201
	Iteration 89Q: 3 clusters Score -973419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -973423.875000 Penalty: 3157.606201
	Iteration 90Q: 3 clusters Score -973423.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -973425.812500 Penalty: 3157.606201
	Iteration 91Q: 3 clusters Score -973425.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -973429.000000 Penalty: 3157.606201
	Iteration 92Q: 3 clusters Score -973429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -973429.500000 Penalty: 3157.606201
	Iteration 93Q: 3 clusters Score -973429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -973429.937500 Penalty: 3157.606201
	Iteration 94Q: 3 clusters Score -973429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -973429.812500 Penalty: 3157.606201
	Iteration 95Q: 3 clusters Score -973429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -973432.312500 Penalty: 3157.606201
	Iteration 96Q: 3 clusters Score -973432.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -973434.375000 Penalty: 3157.606201
	Iteration 97Q: 3 clusters Score -973434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -973435.937500 Penalty: 3157.606201
	Iteration 98Q: 3 clusters Score -973435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -973434.875000 Penalty: 3157.606201
	Iteration 99Q: 3 clusters Score -973434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -973433.500000 Penalty: 3157.606201
	Iteration 100F: 3 clusters Score -973433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -973432.187500 Penalty: 3157.606201
	Iteration 101Q: 3 clusters Score -973432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -973432.750000 Penalty: 3157.606201
	Iteration 102Q: 3 clusters Score -973432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -973433.187500 Penalty: 3157.606201
	Iteration 103Q: 3 clusters Score -973433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -973432.875000 Penalty: 3157.606201
	Iteration 104Q: 3 clusters Score -973432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -973432.875000 Penalty: 3157.606201
	Iteration 105F: 3 clusters Score -973432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 8626 members 
Entering Unmasked Estep 
Score: -30869360.000000 Penalty: 60137.082031
Splitting cluster 14 changes total score from -30857032.000000 to -30869360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (10971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Entering Unmasked Estep 
Score: -601318.500000 Penalty: 1511.739258
	Iteration 0F: 2 clusters Score -601318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -593625.062500 Penalty: 3023.478516
	Iteration 0F: 3 clusters Score -593625.1 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -597603.375000 Penalty: 3023.478516
	Iteration 1F: 3 clusters Score -597603.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -601427.375000 Penalty: 3023.478516
	Iteration 2F: 3 clusters Score -601427.4 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -606530.625000 Penalty: 3023.478516
	Iteration 3F: 3 clusters Score -606530.6 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -610399.312500 Penalty: 3023.478516
	Iteration 4F: 3 clusters Score -610399.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -610992.625000 Penalty: 3023.478516
	Iteration 5Q: 3 clusters Score -610992.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -611038.750000 Penalty: 3023.478516
	Iteration 6Q: 3 clusters Score -611038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -611046.375000 Penalty: 3023.478516
	Iteration 7Q: 3 clusters Score -611046.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -611048.625000 Penalty: 3023.478516
	Iteration 8Q: 3 clusters Score -611048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -611049.312500 Penalty: 3023.478516
	Iteration 9Q: 3 clusters Score -611049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -611048.250000 Penalty: 3023.478516
	Iteration 10Q: 3 clusters Score -611048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -611048.750000 Penalty: 3023.478516
	Iteration 11Q: 3 clusters Score -611048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -611048.750000 Penalty: 3023.478516
	Iteration 12F: 3 clusters Score -611048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 10212 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 5491 members 
Entering Unmasked Estep 
Score: -30878416.000000 Penalty: 62284.832031
Splitting cluster 15 changes total score from -30857032.000000 to -30878416.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (10212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Entering Unmasked Estep 
Score: -570367.000000 Penalty: 1500.089233
	Iteration 0F: 2 clusters Score -570367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -563033.250000 Penalty: 3000.178467
	Iteration 0F: 3 clusters Score -563033.2 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -566281.937500 Penalty: 3000.178467
	Iteration 1F: 3 clusters Score -566281.9 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -567717.062500 Penalty: 3000.178467
	Iteration 2F: 3 clusters Score -567717.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -569086.812500 Penalty: 3000.178467
	Iteration 3F: 3 clusters Score -569086.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -570049.625000 Penalty: 3000.178467
	Iteration 4F: 3 clusters Score -570049.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -570657.750000 Penalty: 3000.178467
	Iteration 5F: 3 clusters Score -570657.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -571039.062500 Penalty: 3000.178467
	Iteration 6F: 3 clusters Score -571039.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -571285.062500 Penalty: 3000.178467
	Iteration 7Q: 3 clusters Score -571285.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -571432.687500 Penalty: 3000.178467
	Iteration 8Q: 3 clusters Score -571432.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -571545.625000 Penalty: 3000.178467
	Iteration 9Q: 3 clusters Score -571545.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -571625.812500 Penalty: 3000.178467
	Iteration 10Q: 3 clusters Score -571625.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -571662.437500 Penalty: 3000.178467
	Iteration 11Q: 3 clusters Score -571662.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -571680.125000 Penalty: 3000.178467
	Iteration 12Q: 3 clusters Score -571680.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -571691.875000 Penalty: 3000.178467
	Iteration 13Q: 3 clusters Score -571691.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -571695.375000 Penalty: 3000.178467
	Iteration 14Q: 3 clusters Score -571695.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -571699.812500 Penalty: 3000.178467
	Iteration 15Q: 3 clusters Score -571699.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -571704.312500 Penalty: 3000.178467
	Iteration 16Q: 3 clusters Score -571704.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -571708.437500 Penalty: 3000.178467
	Iteration 17Q: 3 clusters Score -571708.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -571713.812500 Penalty: 3000.178467
	Iteration 18Q: 3 clusters Score -571713.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -571715.437500 Penalty: 3000.178467
	Iteration 19Q: 3 clusters Score -571715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -571718.062500 Penalty: 3000.178467
	Iteration 20F: 3 clusters Score -571718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -571719.250000 Penalty: 3000.178467
	Iteration 21Q: 3 clusters Score -571719.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -571720.375000 Penalty: 3000.178467
	Iteration 22Q: 3 clusters Score -571720.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -571722.937500 Penalty: 3000.178467
	Iteration 23Q: 3 clusters Score -571722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -571725.000000 Penalty: 3000.178467
	Iteration 24Q: 3 clusters Score -571725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -571724.875000 Penalty: 3000.178467
	Iteration 25Q: 3 clusters Score -571724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -571727.937500 Penalty: 3000.178467
	Iteration 26Q: 3 clusters Score -571727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -571727.437500 Penalty: 3000.178467
	Iteration 27Q: 3 clusters Score -571727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -571727.062500 Penalty: 3000.178467
	Iteration 28Q: 3 clusters Score -571727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -571726.500000 Penalty: 3000.178467
	Iteration 29Q: 3 clusters Score -571726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -571726.625000 Penalty: 3000.178467
	Iteration 30Q: 3 clusters Score -571726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -571726.625000 Penalty: 3000.178467
	Iteration 31F: 3 clusters Score -571726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 5108 members 
Entering Unmasked Estep 
Score: -30879182.000000 Penalty: 64432.585938
Splitting cluster 16 changes total score from -30857032.000000 to -30879182.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (75507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Entering Unmasked Estep 
Score: -4520450.500000 Penalty: 1825.196777
	Iteration 0F: 2 clusters Score -4520450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4469868.000000 Penalty: 3650.393555
	Iteration 0F: 3 clusters Score -4469868 nChanged 36045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4491407.500000 Penalty: 3650.393555
	Iteration 1F: 3 clusters Score -4491408 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4493104.500000 Penalty: 3650.393555
	Iteration 2Q: 3 clusters Score -4493104 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4495859.000000 Penalty: 3650.393555
	Iteration 3F: 3 clusters Score -4495859 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4499852.000000 Penalty: 3650.393555
	Iteration 4F: 3 clusters Score -4499852 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4504705.000000 Penalty: 3650.393555
	Iteration 5F: 3 clusters Score -4504705 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4509223.500000 Penalty: 3650.393555
	Iteration 6F: 3 clusters Score -4509224 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4512925.000000 Penalty: 3650.393555
	Iteration 7F: 3 clusters Score -4512925 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4515469.000000 Penalty: 3650.393555
	Iteration 8Q: 3 clusters Score -4515469 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4516758.500000 Penalty: 3650.393555
	Iteration 9Q: 3 clusters Score -4516758 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4517337.000000 Penalty: 3650.393555
	Iteration 10Q: 3 clusters Score -4517337 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4517659.500000 Penalty: 3650.393555
	Iteration 11Q: 3 clusters Score -4517660 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4517837.500000 Penalty: 3650.393555
	Iteration 12Q: 3 clusters Score -4517838 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4517938.500000 Penalty: 3650.393555
	Iteration 13Q: 3 clusters Score -4517938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4518035.000000 Penalty: 3650.393555
	Iteration 14Q: 3 clusters Score -4518035 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4518115.500000 Penalty: 3650.393555
	Iteration 15Q: 3 clusters Score -4518116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4518193.500000 Penalty: 3650.393555
	Iteration 16Q: 3 clusters Score -4518194 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4518248.000000 Penalty: 3650.393555
	Iteration 17Q: 3 clusters Score -4518248 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4518293.500000 Penalty: 3650.393555
	Iteration 18Q: 3 clusters Score -4518294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -4518339.000000 Penalty: 3650.393555
	Iteration 19Q: 3 clusters Score -4518339 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4518397.500000 Penalty: 3650.393555
	Iteration 20F: 3 clusters Score -4518398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4518420.500000 Penalty: 3650.393555
	Iteration 21Q: 3 clusters Score -4518420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -4518441.500000 Penalty: 3650.393555
	Iteration 22Q: 3 clusters Score -4518442 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4518467.000000 Penalty: 3650.393555
	Iteration 23Q: 3 clusters Score -4518467 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4518495.000000 Penalty: 3650.393555
	Iteration 24Q: 3 clusters Score -4518495 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -4518500.000000 Penalty: 3650.393555
	Iteration 25Q: 3 clusters Score -4518500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4518516.000000 Penalty: 3650.393555
	Iteration 26Q: 3 clusters Score -4518516 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4518537.500000 Penalty: 3650.393555
	Iteration 27Q: 3 clusters Score -4518538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4518554.500000 Penalty: 3650.393555
	Iteration 28Q: 3 clusters Score -4518554 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4518578.000000 Penalty: 3650.393555
	Iteration 29Q: 3 clusters Score -4518578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -4518581.000000 Penalty: 3650.393555
	Iteration 30Q: 3 clusters Score -4518581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -4518599.500000 Penalty: 3650.393555
	Iteration 31Q: 3 clusters Score -4518600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4518615.000000 Penalty: 3650.393555
	Iteration 32Q: 3 clusters Score -4518615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4518624.500000 Penalty: 3650.393555
	Iteration 33Q: 3 clusters Score -4518624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4518638.000000 Penalty: 3650.393555
	Iteration 34Q: 3 clusters Score -4518638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4518659.000000 Penalty: 3650.393555
	Iteration 35Q: 3 clusters Score -4518659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4518667.000000 Penalty: 3650.393555
	Iteration 36Q: 3 clusters Score -4518667 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4518675.000000 Penalty: 3650.393555
	Iteration 37Q: 3 clusters Score -4518675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4518690.500000 Penalty: 3650.393555
	Iteration 38Q: 3 clusters Score -4518690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4518691.500000 Penalty: 3650.393555
	Iteration 39Q: 3 clusters Score -4518692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4518711.000000 Penalty: 3650.393555
	Iteration 40F: 3 clusters Score -4518711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4518716.500000 Penalty: 3650.393555
	Iteration 41Q: 3 clusters Score -4518716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -4518725.000000 Penalty: 3650.393555
	Iteration 42Q: 3 clusters Score -4518725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -4518729.500000 Penalty: 3650.393555
	Iteration 43Q: 3 clusters Score -4518730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4518749.000000 Penalty: 3650.393555
	Iteration 44Q: 3 clusters Score -4518749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4518761.000000 Penalty: 3650.393555
	Iteration 45Q: 3 clusters Score -4518761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4518787.500000 Penalty: 3650.393555
	Iteration 46Q: 3 clusters Score -4518788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4518796.500000 Penalty: 3650.393555
	Iteration 47Q: 3 clusters Score -4518796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4518802.000000 Penalty: 3650.393555
	Iteration 48Q: 3 clusters Score -4518802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4518823.000000 Penalty: 3650.393555
	Iteration 49Q: 3 clusters Score -4518823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4518831.500000 Penalty: 3650.393555
	Iteration 50Q: 3 clusters Score -4518832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4518850.000000 Penalty: 3650.393555
	Iteration 51Q: 3 clusters Score -4518850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4518870.000000 Penalty: 3650.393555
	Iteration 52Q: 3 clusters Score -4518870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4518874.500000 Penalty: 3650.393555
	Iteration 53Q: 3 clusters Score -4518874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4518897.000000 Penalty: 3650.393555
	Iteration 54Q: 3 clusters Score -4518897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4518918.000000 Penalty: 3650.393555
	Iteration 55Q: 3 clusters Score -4518918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4518942.000000 Penalty: 3650.393555
	Iteration 56Q: 3 clusters Score -4518942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4518953.500000 Penalty: 3650.393555
	Iteration 57Q: 3 clusters Score -4518954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4518958.500000 Penalty: 3650.393555
	Iteration 58Q: 3 clusters Score -4518958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4518977.000000 Penalty: 3650.393555
	Iteration 59Q: 3 clusters Score -4518977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4519009.000000 Penalty: 3650.393555
	Iteration 60F: 3 clusters Score -4519009 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4519037.000000 Penalty: 3650.393555
	Iteration 61Q: 3 clusters Score -4519037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4519066.500000 Penalty: 3650.393555
	Iteration 62Q: 3 clusters Score -4519066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4519065.500000 Penalty: 3650.393555
	Iteration 63Q: 3 clusters Score -4519066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4519063.000000 Penalty: 3650.393555
	Iteration 64Q: 3 clusters Score -4519063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4519092.000000 Penalty: 3650.393555
	Iteration 65Q: 3 clusters Score -4519092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4519098.000000 Penalty: 3650.393555
	Iteration 66Q: 3 clusters Score -4519098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4519093.000000 Penalty: 3650.393555
	Iteration 67Q: 3 clusters Score -4519093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4519099.000000 Penalty: 3650.393555
	Iteration 68Q: 3 clusters Score -4519099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4519098.000000 Penalty: 3650.393555
	Iteration 69Q: 3 clusters Score -4519098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4519104.000000 Penalty: 3650.393555
	Iteration 70Q: 3 clusters Score -4519104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4519105.000000 Penalty: 3650.393555
	Iteration 71Q: 3 clusters Score -4519105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4519109.000000 Penalty: 3650.393555
	Iteration 72Q: 3 clusters Score -4519109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4519119.000000 Penalty: 3650.393555
	Iteration 73Q: 3 clusters Score -4519119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4519127.500000 Penalty: 3650.393555
	Iteration 74Q: 3 clusters Score -4519128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4519138.000000 Penalty: 3650.393555
	Iteration 75Q: 3 clusters Score -4519138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4519147.500000 Penalty: 3650.393555
	Iteration 76Q: 3 clusters Score -4519148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4519150.500000 Penalty: 3650.393555
	Iteration 77Q: 3 clusters Score -4519150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4519165.500000 Penalty: 3650.393555
	Iteration 78Q: 3 clusters Score -4519166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4519190.500000 Penalty: 3650.393555
	Iteration 79Q: 3 clusters Score -4519190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4519201.000000 Penalty: 3650.393555
	Iteration 80F: 3 clusters Score -4519201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4519205.000000 Penalty: 3650.393555
	Iteration 81Q: 3 clusters Score -4519205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4519220.500000 Penalty: 3650.393555
	Iteration 82Q: 3 clusters Score -4519220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4519210.500000 Penalty: 3650.393555
	Iteration 83Q: 3 clusters Score -4519210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4519217.000000 Penalty: 3650.393555
	Iteration 84Q: 3 clusters Score -4519217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4519215.500000 Penalty: 3650.393555
	Iteration 85Q: 3 clusters Score -4519216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4519218.000000 Penalty: 3650.393555
	Iteration 86Q: 3 clusters Score -4519218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4519216.500000 Penalty: 3650.393555
	Iteration 87Q: 3 clusters Score -4519216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4519223.500000 Penalty: 3650.393555
	Iteration 88Q: 3 clusters Score -4519224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4519227.500000 Penalty: 3650.393555
	Iteration 89Q: 3 clusters Score -4519228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4519241.500000 Penalty: 3650.393555
	Iteration 90Q: 3 clusters Score -4519242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4519234.500000 Penalty: 3650.393555
	Iteration 91Q: 3 clusters Score -4519234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4519236.500000 Penalty: 3650.393555
	Iteration 92Q: 3 clusters Score -4519236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4519241.000000 Penalty: 3650.393555
	Iteration 93Q: 3 clusters Score -4519241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4519239.000000 Penalty: 3650.393555
	Iteration 94Q: 3 clusters Score -4519239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4519233.000000 Penalty: 3650.393555
	Iteration 95Q: 3 clusters Score -4519233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4519231.500000 Penalty: 3650.393555
	Iteration 96Q: 3 clusters Score -4519232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4519229.000000 Penalty: 3650.393555
	Iteration 97Q: 3 clusters Score -4519229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4519232.500000 Penalty: 3650.393555
	Iteration 98Q: 3 clusters Score -4519232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4519230.500000 Penalty: 3650.393555
	Iteration 99Q: 3 clusters Score -4519230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4519229.000000 Penalty: 3650.393555
	Iteration 100F: 3 clusters Score -4519229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4519236.500000 Penalty: 3650.393555
	Iteration 101Q: 3 clusters Score -4519236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4519239.500000 Penalty: 3650.393555
	Iteration 102Q: 3 clusters Score -4519240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4519233.500000 Penalty: 3650.393555
	Iteration 103Q: 3 clusters Score -4519234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4519235.500000 Penalty: 3650.393555
	Iteration 104Q: 3 clusters Score -4519236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4519229.000000 Penalty: 3650.393555
	Iteration 105Q: 3 clusters Score -4519229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4519234.000000 Penalty: 3650.393555
	Iteration 106Q: 3 clusters Score -4519234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4519240.000000 Penalty: 3650.393555
	Iteration 107Q: 3 clusters Score -4519240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4519240.000000 Penalty: 3650.393555
	Iteration 108Q: 3 clusters Score -4519240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4519237.500000 Penalty: 3650.393555
	Iteration 109Q: 3 clusters Score -4519238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4519238.500000 Penalty: 3650.393555
	Iteration 110Q: 3 clusters Score -4519238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4519238.000000 Penalty: 3650.393555
	Iteration 111Q: 3 clusters Score -4519238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4519239.500000 Penalty: 3650.393555
	Iteration 112Q: 3 clusters Score -4519240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4519240.000000 Penalty: 3650.393555
	Iteration 113Q: 3 clusters Score -4519240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4519238.500000 Penalty: 3650.393555
	Iteration 114Q: 3 clusters Score -4519238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4519241.000000 Penalty: 3650.393555
	Iteration 115Q: 3 clusters Score -4519241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4519239.500000 Penalty: 3650.393555
	Iteration 116Q: 3 clusters Score -4519240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4519238.500000 Penalty: 3650.393555
	Iteration 117Q: 3 clusters Score -4519238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4519242.000000 Penalty: 3650.393555
	Iteration 118Q: 3 clusters Score -4519242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4519237.000000 Penalty: 3650.393555
	Iteration 119Q: 3 clusters Score -4519237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4519234.000000 Penalty: 3650.393555
	Iteration 120F: 3 clusters Score -4519234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4519240.000000 Penalty: 3650.393555
	Iteration 121Q: 3 clusters Score -4519240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4519235.000000 Penalty: 3650.393555
	Iteration 122Q: 3 clusters Score -4519235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4519239.500000 Penalty: 3650.393555
	Iteration 123Q: 3 clusters Score -4519240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4519235.000000 Penalty: 3650.393555
	Iteration 124Q: 3 clusters Score -4519235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4519237.000000 Penalty: 3650.393555
	Iteration 125Q: 3 clusters Score -4519237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4519240.500000 Penalty: 3650.393555
	Iteration 126Q: 3 clusters Score -4519240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4519237.500000 Penalty: 3650.393555
	Iteration 127Q: 3 clusters Score -4519238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4519238.500000 Penalty: 3650.393555
	Iteration 128Q: 3 clusters Score -4519238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4519237.500000 Penalty: 3650.393555
	Iteration 129Q: 3 clusters Score -4519238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4519236.500000 Penalty: 3650.393555
	Iteration 130Q: 3 clusters Score -4519236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4519235.000000 Penalty: 3650.393555
	Iteration 131Q: 3 clusters Score -4519235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4519235.000000 Penalty: 3650.393555
	Iteration 132F: 3 clusters Score -4519235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -46154.585938 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -46154.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44673.597656 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -44673.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45039.132812 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -45039.13 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45387.039062 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -45387.04 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -45804.929688 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -45804.93 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -46239.027344 Penalty: 2268.826904
	Iteration 4F: 3 clusters Score -46239.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -46615.085938 Penalty: 2268.826904
	Iteration 5F: 3 clusters Score -46615.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -46874.144531 Penalty: 2268.826904
	Iteration 6F: 3 clusters Score -46874.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -46968.367188 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -46968.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -46983.867188 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -46983.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -46987.468750 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -46987.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46992.390625 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -46992.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -47000.609375 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -47000.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -47004.324219 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -47004.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -47004.324219 Penalty: 2268.826904
	Iteration 13F: 3 clusters Score -47004.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 5108 members 
Mstep: Class 31 contains 675 members 
Entering Unmasked Estep 
Score: -30879030.000000 Penalty: 66580.335938
Splitting cluster 18 changes total score from -30857032.000000 to -30879030.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (4881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Entering Unmasked Estep 
Score: -246825.390625 Penalty: 1380.129517
	Iteration 0F: 2 clusters Score -246825.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -243029.656250 Penalty: 2760.259033
	Iteration 0F: 3 clusters Score -243029.7 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -244962.640625 Penalty: 2760.259033
	Iteration 1F: 3 clusters Score -244962.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -246811.046875 Penalty: 2760.259033
	Iteration 2F: 3 clusters Score -246811 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -248227.171875 Penalty: 2760.259033
	Iteration 3F: 3 clusters Score -248227.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248865.203125 Penalty: 2760.259033
	Iteration 4F: 3 clusters Score -248865.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -249179.343750 Penalty: 2760.259033
	Iteration 5Q: 3 clusters Score -249179.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249438.281250 Penalty: 2760.259033
	Iteration 6Q: 3 clusters Score -249438.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -249710.312500 Penalty: 2760.259033
	Iteration 7Q: 3 clusters Score -249710.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249925.515625 Penalty: 2760.259033
	Iteration 8Q: 3 clusters Score -249925.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -250098.359375 Penalty: 2760.259033
	Iteration 9Q: 3 clusters Score -250098.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -250215.375000 Penalty: 2760.259033
	Iteration 10Q: 3 clusters Score -250215.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -250313.296875 Penalty: 2760.259033
	Iteration 11Q: 3 clusters Score -250313.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250386.906250 Penalty: 2760.259033
	Iteration 12Q: 3 clusters Score -250386.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -250436.921875 Penalty: 2760.259033
	Iteration 13Q: 3 clusters Score -250436.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -250471.593750 Penalty: 2760.259033
	Iteration 14Q: 3 clusters Score -250471.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -250508.062500 Penalty: 2760.259033
	Iteration 15Q: 3 clusters Score -250508.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -250539.562500 Penalty: 2760.259033
	Iteration 16Q: 3 clusters Score -250539.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -250567.625000 Penalty: 2760.259033
	Iteration 17Q: 3 clusters Score -250567.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -250609.171875 Penalty: 2760.259033
	Iteration 18Q: 3 clusters Score -250609.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -250655.500000 Penalty: 2760.259033
	Iteration 19Q: 3 clusters Score -250655.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -250724.687500 Penalty: 2760.259033
	Iteration 20F: 3 clusters Score -250724.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -250872.718750 Penalty: 2760.259033
	Iteration 21Q: 3 clusters Score -250872.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -251239.125000 Penalty: 2760.259033
	Iteration 22Q: 3 clusters Score -251239.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -252188.437500 Penalty: 2760.259033
	Iteration 23Q: 3 clusters Score -252188.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -253581.625000 Penalty: 2760.259033
	Iteration 24Q: 3 clusters Score -253581.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -253726.015625 Penalty: 2760.259033
	Iteration 25Q: 3 clusters Score -253726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -253737.093750 Penalty: 2760.259033
	Iteration 26Q: 3 clusters Score -253737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -253737.687500 Penalty: 2760.259033
	Iteration 27Q: 3 clusters Score -253737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -253738.109375 Penalty: 2760.259033
	Iteration 28Q: 3 clusters Score -253738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -253738.109375 Penalty: 2760.259033
	Iteration 29F: 3 clusters Score -253738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 5108 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 2532 members 
Entering Unmasked Estep 
Score: -30885152.000000 Penalty: 68728.093750
Splitting cluster 19 changes total score from -30857032.000000 to -30885152.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (11568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Entering Unmasked Estep 
Score: -692998.187500 Penalty: 1520.349731
	Iteration 0F: 2 clusters Score -692998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -684871.187500 Penalty: 3040.699463
	Iteration 0F: 3 clusters Score -684871.2 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -687648.187500 Penalty: 3040.699463
	Iteration 1F: 3 clusters Score -687648.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -688232.750000 Penalty: 3040.699463
	Iteration 2F: 3 clusters Score -688232.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -689065.000000 Penalty: 3040.699463
	Iteration 3F: 3 clusters Score -689065 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -689995.687500 Penalty: 3040.699463
	Iteration 4F: 3 clusters Score -689995.7 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -690710.937500 Penalty: 3040.699463
	Iteration 5F: 3 clusters Score -690710.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -691107.812500 Penalty: 3040.699463
	Iteration 6F: 3 clusters Score -691107.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -691268.250000 Penalty: 3040.699463
	Iteration 7Q: 3 clusters Score -691268.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -691342.562500 Penalty: 3040.699463
	Iteration 8Q: 3 clusters Score -691342.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -691386.875000 Penalty: 3040.699463
	Iteration 9Q: 3 clusters Score -691386.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -691414.875000 Penalty: 3040.699463
	Iteration 10Q: 3 clusters Score -691414.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -691443.312500 Penalty: 3040.699463
	Iteration 11Q: 3 clusters Score -691443.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -691470.250000 Penalty: 3040.699463
	Iteration 12Q: 3 clusters Score -691470.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -691490.312500 Penalty: 3040.699463
	Iteration 13Q: 3 clusters Score -691490.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -691507.375000 Penalty: 3040.699463
	Iteration 14Q: 3 clusters Score -691507.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -691526.687500 Penalty: 3040.699463
	Iteration 15Q: 3 clusters Score -691526.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -691549.937500 Penalty: 3040.699463
	Iteration 16Q: 3 clusters Score -691549.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -691575.250000 Penalty: 3040.699463
	Iteration 17Q: 3 clusters Score -691575.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -691600.875000 Penalty: 3040.699463
	Iteration 18Q: 3 clusters Score -691600.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -691623.625000 Penalty: 3040.699463
	Iteration 19Q: 3 clusters Score -691623.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -691642.812500 Penalty: 3040.699463
	Iteration 20F: 3 clusters Score -691642.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -691665.625000 Penalty: 3040.699463
	Iteration 21Q: 3 clusters Score -691665.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -691685.625000 Penalty: 3040.699463
	Iteration 22Q: 3 clusters Score -691685.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -691705.000000 Penalty: 3040.699463
	Iteration 23Q: 3 clusters Score -691705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -691723.687500 Penalty: 3040.699463
	Iteration 24Q: 3 clusters Score -691723.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -691742.250000 Penalty: 3040.699463
	Iteration 25Q: 3 clusters Score -691742.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -691759.062500 Penalty: 3040.699463
	Iteration 26Q: 3 clusters Score -691759.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -691774.750000 Penalty: 3040.699463
	Iteration 27Q: 3 clusters Score -691774.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -691787.562500 Penalty: 3040.699463
	Iteration 28Q: 3 clusters Score -691787.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -691800.437500 Penalty: 3040.699463
	Iteration 29Q: 3 clusters Score -691800.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -691810.625000 Penalty: 3040.699463
	Iteration 30Q: 3 clusters Score -691810.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -691820.687500 Penalty: 3040.699463
	Iteration 31Q: 3 clusters Score -691820.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -691831.812500 Penalty: 3040.699463
	Iteration 32Q: 3 clusters Score -691831.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -691843.437500 Penalty: 3040.699463
	Iteration 33Q: 3 clusters Score -691843.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -691851.312500 Penalty: 3040.699463
	Iteration 34Q: 3 clusters Score -691851.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -691859.500000 Penalty: 3040.699463
	Iteration 35Q: 3 clusters Score -691859.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -691864.250000 Penalty: 3040.699463
	Iteration 36Q: 3 clusters Score -691864.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -691872.437500 Penalty: 3040.699463
	Iteration 37Q: 3 clusters Score -691872.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -691879.875000 Penalty: 3040.699463
	Iteration 38Q: 3 clusters Score -691879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -691882.437500 Penalty: 3040.699463
	Iteration 39Q: 3 clusters Score -691882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -691884.125000 Penalty: 3040.699463
	Iteration 40F: 3 clusters Score -691884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -691884.000000 Penalty: 3040.699463
	Iteration 41Q: 3 clusters Score -691884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -691888.062500 Penalty: 3040.699463
	Iteration 42Q: 3 clusters Score -691888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -691892.000000 Penalty: 3040.699463
	Iteration 43Q: 3 clusters Score -691892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -691897.000000 Penalty: 3040.699463
	Iteration 44Q: 3 clusters Score -691897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -691897.312500 Penalty: 3040.699463
	Iteration 45Q: 3 clusters Score -691897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -691900.250000 Penalty: 3040.699463
	Iteration 46Q: 3 clusters Score -691900.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -691905.000000 Penalty: 3040.699463
	Iteration 47Q: 3 clusters Score -691905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -691907.000000 Penalty: 3040.699463
	Iteration 48Q: 3 clusters Score -691907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -691908.562500 Penalty: 3040.699463
	Iteration 49Q: 3 clusters Score -691908.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -691917.937500 Penalty: 3040.699463
	Iteration 50Q: 3 clusters Score -691917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -691922.437500 Penalty: 3040.699463
	Iteration 51Q: 3 clusters Score -691922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -691924.875000 Penalty: 3040.699463
	Iteration 52Q: 3 clusters Score -691924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -691924.750000 Penalty: 3040.699463
	Iteration 53Q: 3 clusters Score -691924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -691924.687500 Penalty: 3040.699463
	Iteration 54Q: 3 clusters Score -691924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -691926.250000 Penalty: 3040.699463
	Iteration 55Q: 3 clusters Score -691926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -691924.937500 Penalty: 3040.699463
	Iteration 56Q: 3 clusters Score -691924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -691926.937500 Penalty: 3040.699463
	Iteration 57Q: 3 clusters Score -691926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -691926.937500 Penalty: 3040.699463
	Iteration 58Q: 3 clusters Score -691926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -691927.687500 Penalty: 3040.699463
	Iteration 59Q: 3 clusters Score -691927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -691928.437500 Penalty: 3040.699463
	Iteration 60F: 3 clusters Score -691928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -691928.562500 Penalty: 3040.699463
	Iteration 61Q: 3 clusters Score -691928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -691929.687500 Penalty: 3040.699463
	Iteration 62Q: 3 clusters Score -691929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -691929.937500 Penalty: 3040.699463
	Iteration 63Q: 3 clusters Score -691929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -691930.875000 Penalty: 3040.699463
	Iteration 64Q: 3 clusters Score -691930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -691930.375000 Penalty: 3040.699463
	Iteration 65Q: 3 clusters Score -691930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -691930.375000 Penalty: 3040.699463
	Iteration 66F: 3 clusters Score -691930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Entering Unmasked Estep 
Score: -816174.500000 Penalty: 1569.389038
	Iteration 0F: 2 clusters Score -816174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -805340.312500 Penalty: 3138.778076
	Iteration 0F: 3 clusters Score -805340.3 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -809542.625000 Penalty: 3138.778076
	Iteration 1F: 3 clusters Score -809542.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -810288.125000 Penalty: 3138.778076
	Iteration 2F: 3 clusters Score -810288.1 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -811106.750000 Penalty: 3138.778076
	Iteration 3F: 3 clusters Score -811106.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -811858.375000 Penalty: 3138.778076
	Iteration 4F: 3 clusters Score -811858.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -812477.250000 Penalty: 3138.778076
	Iteration 5F: 3 clusters Score -812477.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -812902.937500 Penalty: 3138.778076
	Iteration 6F: 3 clusters Score -812902.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -813212.062500 Penalty: 3138.778076
	Iteration 7Q: 3 clusters Score -813212.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -813434.875000 Penalty: 3138.778076
	Iteration 8Q: 3 clusters Score -813434.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -813615.625000 Penalty: 3138.778076
	Iteration 9Q: 3 clusters Score -813615.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -813795.000000 Penalty: 3138.778076
	Iteration 10Q: 3 clusters Score -813795 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -813984.000000 Penalty: 3138.778076
	Iteration 11Q: 3 clusters Score -813984 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -814178.937500 Penalty: 3138.778076
	Iteration 12Q: 3 clusters Score -814178.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -814382.000000 Penalty: 3138.778076
	Iteration 13Q: 3 clusters Score -814382 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -814579.437500 Penalty: 3138.778076
	Iteration 14Q: 3 clusters Score -814579.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -814711.500000 Penalty: 3138.778076
	Iteration 15Q: 3 clusters Score -814711.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -814793.375000 Penalty: 3138.778076
	Iteration 16Q: 3 clusters Score -814793.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -814860.250000 Penalty: 3138.778076
	Iteration 17Q: 3 clusters Score -814860.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -814906.875000 Penalty: 3138.778076
	Iteration 18Q: 3 clusters Score -814906.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -814941.312500 Penalty: 3138.778076
	Iteration 19Q: 3 clusters Score -814941.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -814977.312500 Penalty: 3138.778076
	Iteration 20F: 3 clusters Score -814977.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -815006.625000 Penalty: 3138.778076
	Iteration 21Q: 3 clusters Score -815006.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -815037.187500 Penalty: 3138.778076
	Iteration 22Q: 3 clusters Score -815037.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -815071.937500 Penalty: 3138.778076
	Iteration 23Q: 3 clusters Score -815071.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -815098.875000 Penalty: 3138.778076
	Iteration 24Q: 3 clusters Score -815098.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -815123.187500 Penalty: 3138.778076
	Iteration 25Q: 3 clusters Score -815123.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -815157.437500 Penalty: 3138.778076
	Iteration 26Q: 3 clusters Score -815157.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -815191.000000 Penalty: 3138.778076
	Iteration 27Q: 3 clusters Score -815191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -815227.562500 Penalty: 3138.778076
	Iteration 28Q: 3 clusters Score -815227.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -815254.437500 Penalty: 3138.778076
	Iteration 29Q: 3 clusters Score -815254.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -815290.312500 Penalty: 3138.778076
	Iteration 30Q: 3 clusters Score -815290.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -815334.562500 Penalty: 3138.778076
	Iteration 31Q: 3 clusters Score -815334.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -815368.937500 Penalty: 3138.778076
	Iteration 32Q: 3 clusters Score -815368.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -815408.750000 Penalty: 3138.778076
	Iteration 33Q: 3 clusters Score -815408.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -815444.500000 Penalty: 3138.778076
	Iteration 34Q: 3 clusters Score -815444.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -815482.250000 Penalty: 3138.778076
	Iteration 35Q: 3 clusters Score -815482.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -815523.500000 Penalty: 3138.778076
	Iteration 36Q: 3 clusters Score -815523.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -815557.062500 Penalty: 3138.778076
	Iteration 37Q: 3 clusters Score -815557.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -815576.750000 Penalty: 3138.778076
	Iteration 38Q: 3 clusters Score -815576.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -815602.875000 Penalty: 3138.778076
	Iteration 39Q: 3 clusters Score -815602.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -815619.937500 Penalty: 3138.778076
	Iteration 40F: 3 clusters Score -815619.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -815637.875000 Penalty: 3138.778076
	Iteration 41Q: 3 clusters Score -815637.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -815647.125000 Penalty: 3138.778076
	Iteration 42Q: 3 clusters Score -815647.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -815661.875000 Penalty: 3138.778076
	Iteration 43Q: 3 clusters Score -815661.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -815671.500000 Penalty: 3138.778076
	Iteration 44Q: 3 clusters Score -815671.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -815679.000000 Penalty: 3138.778076
	Iteration 45Q: 3 clusters Score -815679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -815679.187500 Penalty: 3138.778076
	Iteration 46Q: 3 clusters Score -815679.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -815682.937500 Penalty: 3138.778076
	Iteration 47Q: 3 clusters Score -815682.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -815687.250000 Penalty: 3138.778076
	Iteration 48Q: 3 clusters Score -815687.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -815690.875000 Penalty: 3138.778076
	Iteration 49Q: 3 clusters Score -815690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -815694.187500 Penalty: 3138.778076
	Iteration 50Q: 3 clusters Score -815694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -815699.312500 Penalty: 3138.778076
	Iteration 51Q: 3 clusters Score -815699.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -815701.250000 Penalty: 3138.778076
	Iteration 52Q: 3 clusters Score -815701.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -815705.875000 Penalty: 3138.778076
	Iteration 53Q: 3 clusters Score -815705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -815708.562500 Penalty: 3138.778076
	Iteration 54Q: 3 clusters Score -815708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -815709.062500 Penalty: 3138.778076
	Iteration 55Q: 3 clusters Score -815709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -815711.187500 Penalty: 3138.778076
	Iteration 56Q: 3 clusters Score -815711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -815714.250000 Penalty: 3138.778076
	Iteration 57Q: 3 clusters Score -815714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -815716.875000 Penalty: 3138.778076
	Iteration 58Q: 3 clusters Score -815716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -815722.625000 Penalty: 3138.778076
	Iteration 59Q: 3 clusters Score -815722.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -815726.562500 Penalty: 3138.778076
	Iteration 60F: 3 clusters Score -815726.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -815735.062500 Penalty: 3138.778076
	Iteration 61Q: 3 clusters Score -815735.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -815742.687500 Penalty: 3138.778076
	Iteration 62Q: 3 clusters Score -815742.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -815746.125000 Penalty: 3138.778076
	Iteration 63Q: 3 clusters Score -815746.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -815749.125000 Penalty: 3138.778076
	Iteration 64Q: 3 clusters Score -815749.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -815757.062500 Penalty: 3138.778076
	Iteration 65Q: 3 clusters Score -815757.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -815761.125000 Penalty: 3138.778076
	Iteration 66Q: 3 clusters Score -815761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -815765.187500 Penalty: 3138.778076
	Iteration 67Q: 3 clusters Score -815765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -815767.562500 Penalty: 3138.778076
	Iteration 68Q: 3 clusters Score -815767.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -815771.750000 Penalty: 3138.778076
	Iteration 69Q: 3 clusters Score -815771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -815776.875000 Penalty: 3138.778076
	Iteration 70Q: 3 clusters Score -815776.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -815778.125000 Penalty: 3138.778076
	Iteration 71Q: 3 clusters Score -815778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -815782.812500 Penalty: 3138.778076
	Iteration 72Q: 3 clusters Score -815782.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -815787.000000 Penalty: 3138.778076
	Iteration 73Q: 3 clusters Score -815787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -815790.750000 Penalty: 3138.778076
	Iteration 74Q: 3 clusters Score -815790.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -815794.937500 Penalty: 3138.778076
	Iteration 75Q: 3 clusters Score -815794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -815795.500000 Penalty: 3138.778076
	Iteration 76Q: 3 clusters Score -815795.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -815801.750000 Penalty: 3138.778076
	Iteration 77Q: 3 clusters Score -815801.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -815809.375000 Penalty: 3138.778076
	Iteration 78Q: 3 clusters Score -815809.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -815814.062500 Penalty: 3138.778076
	Iteration 79Q: 3 clusters Score -815814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -815818.250000 Penalty: 3138.778076
	Iteration 80F: 3 clusters Score -815818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -815822.500000 Penalty: 3138.778076
	Iteration 81Q: 3 clusters Score -815822.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -815824.937500 Penalty: 3138.778076
	Iteration 82Q: 3 clusters Score -815824.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -815829.687500 Penalty: 3138.778076
	Iteration 83Q: 3 clusters Score -815829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -815828.750000 Penalty: 3138.778076
	Iteration 84Q: 3 clusters Score -815828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -815828.937500 Penalty: 3138.778076
	Iteration 85Q: 3 clusters Score -815828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -815830.562500 Penalty: 3138.778076
	Iteration 86Q: 3 clusters Score -815830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -815834.312500 Penalty: 3138.778076
	Iteration 87Q: 3 clusters Score -815834.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -815834.750000 Penalty: 3138.778076
	Iteration 88Q: 3 clusters Score -815834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -815836.437500 Penalty: 3138.778076
	Iteration 89Q: 3 clusters Score -815836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -815834.187500 Penalty: 3138.778076
	Iteration 90Q: 3 clusters Score -815834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -815837.125000 Penalty: 3138.778076
	Iteration 91Q: 3 clusters Score -815837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -815838.875000 Penalty: 3138.778076
	Iteration 92Q: 3 clusters Score -815838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -815839.750000 Penalty: 3138.778076
	Iteration 93Q: 3 clusters Score -815839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -815841.562500 Penalty: 3138.778076
	Iteration 94Q: 3 clusters Score -815841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -815842.937500 Penalty: 3138.778076
	Iteration 95Q: 3 clusters Score -815842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -815841.750000 Penalty: 3138.778076
	Iteration 96Q: 3 clusters Score -815841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -815842.000000 Penalty: 3138.778076
	Iteration 97Q: 3 clusters Score -815842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -815841.937500 Penalty: 3138.778076
	Iteration 98Q: 3 clusters Score -815841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -815843.000000 Penalty: 3138.778076
	Iteration 99Q: 3 clusters Score -815843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -815843.750000 Penalty: 3138.778076
	Iteration 100F: 3 clusters Score -815843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -815842.875000 Penalty: 3138.778076
	Iteration 101Q: 3 clusters Score -815842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -815845.375000 Penalty: 3138.778076
	Iteration 102Q: 3 clusters Score -815845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -815846.625000 Penalty: 3138.778076
	Iteration 103Q: 3 clusters Score -815846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -815846.625000 Penalty: 3138.778076
	Iteration 104F: 3 clusters Score -815846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Entering Unmasked Estep 
Score: -3227170.250000 Penalty: 1766.689209
	Iteration 0F: 2 clusters Score -3227170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3192098.500000 Penalty: 3533.378418
	Iteration 0F: 3 clusters Score -3192098 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3205821.750000 Penalty: 3533.378418
	Iteration 1F: 3 clusters Score -3205822 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3206457.500000 Penalty: 3533.378418
	Iteration 2Q: 3 clusters Score -3206458 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3207368.250000 Penalty: 3533.378418
	Iteration 3Q: 3 clusters Score -3207368 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3208653.250000 Penalty: 3533.378418
	Iteration 4Q: 3 clusters Score -3208653 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3210264.250000 Penalty: 3533.378418
	Iteration 5F: 3 clusters Score -3210264 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3212216.500000 Penalty: 3533.378418
	Iteration 6F: 3 clusters Score -3212216 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3214294.250000 Penalty: 3533.378418
	Iteration 7F: 3 clusters Score -3214294 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -3216318.000000 Penalty: 3533.378418
	Iteration 8F: 3 clusters Score -3216318 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3217984.500000 Penalty: 3533.378418
	Iteration 9F: 3 clusters Score -3217984 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3219237.750000 Penalty: 3533.378418
	Iteration 10Q: 3 clusters Score -3219238 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3220289.250000 Penalty: 3533.378418
	Iteration 11Q: 3 clusters Score -3220289 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -3221228.500000 Penalty: 3533.378418
	Iteration 12Q: 3 clusters Score -3221228 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -3222051.750000 Penalty: 3533.378418
	Iteration 13Q: 3 clusters Score -3222052 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -3222735.750000 Penalty: 3533.378418
	Iteration 14Q: 3 clusters Score -3222736 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -3223254.250000 Penalty: 3533.378418
	Iteration 15Q: 3 clusters Score -3223254 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -3223643.500000 Penalty: 3533.378418
	Iteration 16Q: 3 clusters Score -3223644 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -3223978.750000 Penalty: 3533.378418
	Iteration 17Q: 3 clusters Score -3223979 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -3224251.250000 Penalty: 3533.378418
	Iteration 18Q: 3 clusters Score -3224251 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -3224513.250000 Penalty: 3533.378418
	Iteration 19Q: 3 clusters Score -3224513 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -3224730.250000 Penalty: 3533.378418
	Iteration 20F: 3 clusters Score -3224730 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -3224905.250000 Penalty: 3533.378418
	Iteration 21Q: 3 clusters Score -3224905 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -3225038.500000 Penalty: 3533.378418
	Iteration 22Q: 3 clusters Score -3225038 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -3225199.500000 Penalty: 3533.378418
	Iteration 23Q: 3 clusters Score -3225200 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -3225327.250000 Penalty: 3533.378418
	Iteration 24Q: 3 clusters Score -3225327 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -3225453.250000 Penalty: 3533.378418
	Iteration 25Q: 3 clusters Score -3225453 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -3225569.750000 Penalty: 3533.378418
	Iteration 26Q: 3 clusters Score -3225570 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -3225666.750000 Penalty: 3533.378418
	Iteration 27Q: 3 clusters Score -3225667 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -3225768.750000 Penalty: 3533.378418
	Iteration 28Q: 3 clusters Score -3225769 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -3225868.500000 Penalty: 3533.378418
	Iteration 29Q: 3 clusters Score -3225868 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -3225959.000000 Penalty: 3533.378418
	Iteration 30Q: 3 clusters Score -3225959 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -3226031.000000 Penalty: 3533.378418
	Iteration 31Q: 3 clusters Score -3226031 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -3226087.750000 Penalty: 3533.378418
	Iteration 32Q: 3 clusters Score -3226088 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -3226155.250000 Penalty: 3533.378418
	Iteration 33Q: 3 clusters Score -3226155 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -3226241.500000 Penalty: 3533.378418
	Iteration 34Q: 3 clusters Score -3226242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -3226336.000000 Penalty: 3533.378418
	Iteration 35Q: 3 clusters Score -3226336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -3226493.500000 Penalty: 3533.378418
	Iteration 36Q: 3 clusters Score -3226494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -3226703.500000 Penalty: 3533.378418
	Iteration 37Q: 3 clusters Score -3226704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -3226854.250000 Penalty: 3533.378418
	Iteration 38Q: 3 clusters Score -3226854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -3226948.250000 Penalty: 3533.378418
	Iteration 39Q: 3 clusters Score -3226948 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -3227026.750000 Penalty: 3533.378418
	Iteration 40F: 3 clusters Score -3227027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -3227066.500000 Penalty: 3533.378418
	Iteration 41Q: 3 clusters Score -3227066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -3227087.000000 Penalty: 3533.378418
	Iteration 42Q: 3 clusters Score -3227087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -3227102.000000 Penalty: 3533.378418
	Iteration 43Q: 3 clusters Score -3227102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -3227104.250000 Penalty: 3533.378418
	Iteration 44Q: 3 clusters Score -3227104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -3227111.000000 Penalty: 3533.378418
	Iteration 45Q: 3 clusters Score -3227111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -3227110.500000 Penalty: 3533.378418
	Iteration 46Q: 3 clusters Score -3227110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -3227111.250000 Penalty: 3533.378418
	Iteration 47Q: 3 clusters Score -3227111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -3227109.750000 Penalty: 3533.378418
	Iteration 48Q: 3 clusters Score -3227110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -3227110.250000 Penalty: 3533.378418
	Iteration 49Q: 3 clusters Score -3227110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -3227108.500000 Penalty: 3533.378418
	Iteration 50Q: 3 clusters Score -3227108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -3227108.250000 Penalty: 3533.378418
	Iteration 51Q: 3 clusters Score -3227108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -3227108.250000 Penalty: 3533.378418
	Iteration 52F: 3 clusters Score -3227108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Entering Unmasked Estep 
Score: -1312466.375000 Penalty: 1626.567749
	Iteration 0F: 2 clusters Score -1312466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1297400.375000 Penalty: 3253.135498
	Iteration 0F: 3 clusters Score -1297400 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1303228.125000 Penalty: 3253.135498
	Iteration 1F: 3 clusters Score -1303228 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1304637.500000 Penalty: 3253.135498
	Iteration 2F: 3 clusters Score -1304638 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1306944.250000 Penalty: 3253.135498
	Iteration 3F: 3 clusters Score -1306944 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1310489.750000 Penalty: 3253.135498
	Iteration 4F: 3 clusters Score -1310490 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1313983.625000 Penalty: 3253.135498
	Iteration 5F: 3 clusters Score -1313984 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1315820.125000 Penalty: 3253.135498
	Iteration 6F: 3 clusters Score -1315820 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1316565.000000 Penalty: 3253.135498
	Iteration 7Q: 3 clusters Score -1316565 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1316931.125000 Penalty: 3253.135498
	Iteration 8Q: 3 clusters Score -1316931 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1317176.625000 Penalty: 3253.135498
	Iteration 9Q: 3 clusters Score -1317177 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1317309.625000 Penalty: 3253.135498
	Iteration 10Q: 3 clusters Score -1317310 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1317393.625000 Penalty: 3253.135498
	Iteration 11Q: 3 clusters Score -1317394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1317422.750000 Penalty: 3253.135498
	Iteration 12Q: 3 clusters Score -1317423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1317451.500000 Penalty: 3253.135498
	Iteration 13Q: 3 clusters Score -1317452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1317460.125000 Penalty: 3253.135498
	Iteration 14Q: 3 clusters Score -1317460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1317472.500000 Penalty: 3253.135498
	Iteration 15Q: 3 clusters Score -1317472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1317477.750000 Penalty: 3253.135498
	Iteration 16Q: 3 clusters Score -1317478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1317489.125000 Penalty: 3253.135498
	Iteration 17Q: 3 clusters Score -1317489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1317494.250000 Penalty: 3253.135498
	Iteration 18Q: 3 clusters Score -1317494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1317498.500000 Penalty: 3253.135498
	Iteration 19Q: 3 clusters Score -1317498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1317496.375000 Penalty: 3253.135498
	Iteration 20F: 3 clusters Score -1317496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1317497.750000 Penalty: 3253.135498
	Iteration 21Q: 3 clusters Score -1317498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1317495.000000 Penalty: 3253.135498
	Iteration 22Q: 3 clusters Score -1317495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1317495.250000 Penalty: 3253.135498
	Iteration 23Q: 3 clusters Score -1317495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1317494.875000 Penalty: 3253.135498
	Iteration 24Q: 3 clusters Score -1317495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1317494.125000 Penalty: 3253.135498
	Iteration 25Q: 3 clusters Score -1317494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1317496.625000 Penalty: 3253.135498
	Iteration 26Q: 3 clusters Score -1317497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1317498.500000 Penalty: 3253.135498
	Iteration 27Q: 3 clusters Score -1317498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1317499.375000 Penalty: 3253.135498
	Iteration 28Q: 3 clusters Score -1317499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1317498.875000 Penalty: 3253.135498
	Iteration 29Q: 3 clusters Score -1317499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1317499.875000 Penalty: 3253.135498
	Iteration 30Q: 3 clusters Score -1317500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1317499.875000 Penalty: 3253.135498
	Iteration 31F: 3 clusters Score -1317500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 6035 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 23650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 5108 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 2532 members 
Mstep: Class 33 contains 16205 members 
Entering Unmasked Estep 
Score: -30889774.000000 Penalty: 70875.843750
Splitting cluster 23 changes total score from -30857032.000000 to -30889774.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 79541 members 
Mstep: Class 13 contains 57266 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 75507 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 52677 members 
Mstep: Class 23 contains 6035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897542.000000 Penalty: 70875.843750
Iteration 39Q: 34 clusters Score -3.089754e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 79880 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 38861 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 79638 members 
Mstep: Class 13 contains 57349 members 
Mstep: Class 14 contains 8226 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 5403 members 
Mstep: Class 17 contains 75741 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 11534 members 
Mstep: Class 21 contains 16212 members 
Mstep: Class 22 contains 53360 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 3246 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 23341 members 
Mstep: Class 27 contains 4902 members 
Mstep: Class 28 contains 8196 members 
Mstep: Class 29 contains 5158 members 
Mstep: Class 30 contains 4892 members 
Mstep: Class 31 contains 713 members 
Mstep: Class 32 contains 2402 members 
Mstep: Class 33 contains 15871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905520.000000 Penalty: 70875.843750
Iteration 40F: 34 clusters Score -3.090552e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 79769 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 37715 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 79714 members 
Mstep: Class 13 contains 57047 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 75020 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 20 contains 11514 members 
Mstep: Class 21 contains 16738 members 
Mstep: Class 22 contains 53808 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 3490 members 
Mstep: Class 25 contains 1330 members 
Mstep: Class 26 contains 23840 members 
Mstep: Class 27 contains 5404 members 
Mstep: Class 28 contains 8468 members 
Mstep: Class 29 contains 5193 members 
Mstep: Class 30 contains 4864 members 
Mstep: Class 31 contains 872 members 
Mstep: Class 32 contains 2308 members 
Mstep: Class 33 contains 16492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30909370.000000 Penalty: 70875.843750
Iteration 41Q: 34 clusters Score -3.090937e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 79674 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 36657 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 79844 members 
Mstep: Class 13 contains 56790 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 74416 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 11493 members 
Mstep: Class 21 contains 17427 members 
Mstep: Class 22 contains 54309 members 
Mstep: Class 23 contains 6111 members 
Mstep: Class 24 contains 3633 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 24125 members 
Mstep: Class 27 contains 5828 members 
Mstep: Class 28 contains 8703 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 4843 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 2221 members 
Mstep: Class 33 contains 16906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30911736.000000 Penalty: 70875.843750
Iteration 42Q: 34 clusters Score -3.091174e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 79620 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 35641 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 2390 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 79964 members 
Mstep: Class 13 contains 56572 members 
Mstep: Class 14 contains 7859 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 4944 members 
Mstep: Class 17 contains 73868 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 11474 members 
Mstep: Class 21 contains 18164 members 
Mstep: Class 22 contains 54838 members 
Mstep: Class 23 contains 5971 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 24315 members 
Mstep: Class 27 contains 6211 members 
Mstep: Class 28 contains 8929 members 
Mstep: Class 29 contains 5080 members 
Mstep: Class 30 contains 4808 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 2159 members 
Mstep: Class 33 contains 17279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913364.000000 Penalty: 70875.843750
Iteration 43Q: 34 clusters Score -3.091336e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7551 members 
Mstep: Class 3 contains 79579 members 
Mstep: Class 4 contains 4975 members 
Mstep: Class 5 contains 34699 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 80103 members 
Mstep: Class 13 contains 56372 members 
Mstep: Class 14 contains 7813 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 4838 members 
Mstep: Class 17 contains 73350 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 18885 members 
Mstep: Class 22 contains 55358 members 
Mstep: Class 23 contains 5754 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 24455 members 
Mstep: Class 27 contains 6488 members 
Mstep: Class 28 contains 9165 members 
Mstep: Class 29 contains 5027 members 
Mstep: Class 30 contains 4777 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 2107 members 
Mstep: Class 33 contains 17586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914542.000000 Penalty: 70875.843750
Iteration 44Q: 34 clusters Score -3.091454e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7554 members 
Mstep: Class 3 contains 79555 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 33766 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 80211 members 
Mstep: Class 13 contains 56245 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 4688 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 72910 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 11428 members 
Mstep: Class 21 contains 19506 members 
Mstep: Class 22 contains 55877 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 1341 members 
Mstep: Class 26 contains 24556 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 4743 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 2061 members 
Mstep: Class 33 contains 17851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915786.000000 Penalty: 70875.843750
Iteration 45Q: 34 clusters Score -3.091579e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7544 members 
Mstep: Class 3 contains 79556 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 32915 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 80298 members 
Mstep: Class 13 contains 56148 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 72508 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 11410 members 
Mstep: Class 21 contains 20050 members 
Mstep: Class 22 contains 56383 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 24596 members 
Mstep: Class 27 contains 6929 members 
Mstep: Class 28 contains 9585 members 
Mstep: Class 29 contains 4929 members 
Mstep: Class 30 contains 4708 members 
Mstep: Class 31 contains 1224 members 
Mstep: Class 32 contains 2029 members 
Mstep: Class 33 contains 18085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916568.000000 Penalty: 70875.843750
Iteration 46Q: 34 clusters Score -3.091657e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7551 members 
Mstep: Class 3 contains 79547 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 32112 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 80346 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 7805 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 72180 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 11403 members 
Mstep: Class 21 contains 20538 members 
Mstep: Class 22 contains 56876 members 
Mstep: Class 23 contains 5105 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 1358 members 
Mstep: Class 26 contains 24663 members 
Mstep: Class 27 contains 7123 members 
Mstep: Class 28 contains 9744 members 
Mstep: Class 29 contains 4890 members 
Mstep: Class 30 contains 4677 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 18276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917610.000000 Penalty: 70875.843750
Iteration 47Q: 34 clusters Score -3.091761e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7552 members 
Mstep: Class 3 contains 79524 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 31370 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 2608 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 4190 members 
Mstep: Class 12 contains 80379 members 
Mstep: Class 13 contains 56026 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 71905 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 11382 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 57357 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 3973 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 24715 members 
Mstep: Class 27 contains 7291 members 
Mstep: Class 28 contains 9890 members 
Mstep: Class 29 contains 4872 members 
Mstep: Class 30 contains 4646 members 
Mstep: Class 31 contains 1306 members 
Mstep: Class 32 contains 1950 members 
Mstep: Class 33 contains 18431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30919226.000000 Penalty: 70875.843750
Iteration 48Q: 34 clusters Score -3.091923e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7554 members 
Mstep: Class 3 contains 79492 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 30671 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 2477 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 1749 members 
Mstep: Class 10 contains 9730 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 80389 members 
Mstep: Class 13 contains 55992 members 
Mstep: Class 14 contains 7821 members 
Mstep: Class 15 contains 4624 members 
Mstep: Class 16 contains 4401 members 
Mstep: Class 17 contains 71681 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 11375 members 
Mstep: Class 21 contains 21222 members 
Mstep: Class 22 contains 57840 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 1376 members 
Mstep: Class 26 contains 24755 members 
Mstep: Class 27 contains 7436 members 
Mstep: Class 28 contains 9998 members 
Mstep: Class 29 contains 4846 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 1330 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 18565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30919994.000000 Penalty: 70875.843750
Iteration 49Q: 34 clusters Score -3.091999e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 79463 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 30003 members 
Mstep: Class 6 contains 1337 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 80405 members 
Mstep: Class 13 contains 55963 members 
Mstep: Class 14 contains 7812 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 71484 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 11359 members 
Mstep: Class 21 contains 21450 members 
Mstep: Class 22 contains 58334 members 
Mstep: Class 23 contains 4613 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 24784 members 
Mstep: Class 27 contains 7589 members 
Mstep: Class 28 contains 10094 members 
Mstep: Class 29 contains 4823 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 18665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30920494.000000 Penalty: 70875.843750
Iteration 50Q: 34 clusters Score -3.092049e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 3 contains 79433 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 29321 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 1749 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 80413 members 
Mstep: Class 13 contains 55940 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 4325 members 
Mstep: Class 17 contains 71363 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 11344 members 
Mstep: Class 21 contains 21619 members 
Mstep: Class 22 contains 58816 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 4078 members 
Mstep: Class 25 contains 1396 members 
Mstep: Class 26 contains 24804 members 
Mstep: Class 27 contains 7716 members 
Mstep: Class 28 contains 10178 members 
Mstep: Class 29 contains 4808 members 
Mstep: Class 30 contains 4593 members 
Mstep: Class 31 contains 1389 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30920784.000000 Penalty: 70875.843750
Iteration 51Q: 34 clusters Score -3.092078e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 79423 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 28696 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 80410 members 
Mstep: Class 13 contains 55937 members 
Mstep: Class 14 contains 7779 members 
Mstep: Class 15 contains 4623 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 71251 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 11332 members 
Mstep: Class 21 contains 21761 members 
Mstep: Class 22 contains 59274 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 4119 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 7842 members 
Mstep: Class 28 contains 10236 members 
Mstep: Class 29 contains 4792 members 
Mstep: Class 30 contains 4581 members 
Mstep: Class 31 contains 1415 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 18827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30920998.000000 Penalty: 70875.843750
Iteration 52Q: 34 clusters Score -3.0921e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 79407 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 28063 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 80400 members 
Mstep: Class 13 contains 55918 members 
Mstep: Class 14 contains 7762 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 71145 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 21890 members 
Mstep: Class 22 contains 59780 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 1406 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 7968 members 
Mstep: Class 28 contains 10301 members 
Mstep: Class 29 contains 4776 members 
Mstep: Class 30 contains 4564 members 
Mstep: Class 31 contains 1446 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 18901 members 
Entering Unmasked Estep 
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Score: -30921326.000000 Penalty: 70875.843750
Iteration 53Q: 34 clusters Score -3.092133e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 79401 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 27441 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 80392 members 
Mstep: Class 13 contains 55906 members 
Mstep: Class 14 contains 7752 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 4156 members 
Mstep: Class 17 contains 71036 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 11325 members 
Mstep: Class 21 contains 22003 members 
Mstep: Class 22 contains 60278 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 24909 members 
Mstep: Class 27 contains 8111 members 
Mstep: Class 28 contains 10359 members 
Mstep: Class 29 contains 4757 members 
Mstep: Class 30 contains 4554 members 
Mstep: Class 31 contains 1466 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 18960 members 
Entering Unmasked Estep 
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Score: -30921554.000000 Penalty: 70875.843750
Iteration 54Q: 34 clusters Score -3.092155e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 79392 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 80383 members 
Mstep: Class 13 contains 55902 members 
Mstep: Class 14 contains 7750 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 70947 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 22114 members 
Mstep: Class 22 contains 60726 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 24958 members 
Mstep: Class 27 contains 8229 members 
Mstep: Class 28 contains 10396 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 4546 members 
Mstep: Class 31 contains 1486 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 19007 members 
Entering Unmasked Estep 
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Score: -30921770.000000 Penalty: 70875.843750
Iteration 55Q: 34 clusters Score -3.092177e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 79386 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 26341 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 80383 members 
Mstep: Class 13 contains 55897 members 
Mstep: Class 14 contains 7735 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 4015 members 
Mstep: Class 17 contains 70869 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 22197 members 
Mstep: Class 22 contains 61194 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 4195 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 24971 members 
Mstep: Class 27 contains 8357 members 
Mstep: Class 28 contains 10433 members 
Mstep: Class 29 contains 4723 members 
Mstep: Class 30 contains 4537 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 19060 members 
Entering Unmasked Estep 
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Score: -30922040.000000 Penalty: 70875.843750
Iteration 56Q: 34 clusters Score -3.092204e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7503 members 
Mstep: Class 3 contains 79385 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 25841 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 80378 members 
Mstep: Class 13 contains 55889 members 
Mstep: Class 14 contains 7724 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 70793 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 22294 members 
Mstep: Class 22 contains 61621 members 
Mstep: Class 23 contains 4134 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 24985 members 
Mstep: Class 27 contains 8484 members 
Mstep: Class 28 contains 10462 members 
Mstep: Class 29 contains 4715 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 19102 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -3.092231e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 79385 members 
Mstep: Class 4 contains 4752 members 
Mstep: Class 5 contains 25354 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 9914 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 80374 members 
Mstep: Class 13 contains 55892 members 
Mstep: Class 14 contains 7723 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 70726 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 22360 members 
Mstep: Class 22 contains 62035 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 4216 members 
Mstep: Class 25 contains 1422 members 
Mstep: Class 26 contains 25006 members 
Mstep: Class 27 contains 8595 members 
Mstep: Class 28 contains 10483 members 
Mstep: Class 29 contains 4713 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 19138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30922612.000000 Penalty: 70875.843750
Iteration 58Q: 34 clusters Score -3.092261e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 79383 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 24929 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 2147 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 80372 members 
Mstep: Class 13 contains 55874 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 3792 members 
Mstep: Class 17 contains 70665 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 11296 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 62405 members 
Mstep: Class 23 contains 4070 members 
Mstep: Class 24 contains 4232 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 25011 members 
Mstep: Class 27 contains 8689 members 
Mstep: Class 28 contains 10508 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 19173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30922896.000000 Penalty: 70875.843750
Iteration 59Q: 34 clusters Score -3.09229e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 79379 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 80370 members 
Mstep: Class 13 contains 55863 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 70641 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 11298 members 
Mstep: Class 21 contains 22476 members 
Mstep: Class 22 contains 62741 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 4244 members 
Mstep: Class 25 contains 1436 members 
Mstep: Class 26 contains 25031 members 
Mstep: Class 27 contains 8765 members 
Mstep: Class 28 contains 10501 members 
Mstep: Class 29 contains 4682 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 1610 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 19194 members 
Entering Unmasked Estep 
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Score: -30923074.000000 Penalty: 70875.843750
Iteration 60F: 34 clusters Score -3.092307e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7491 members 
Mstep: Class 3 contains 79372 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 24201 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 80376 members 
Mstep: Class 13 contains 55840 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 70614 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 11292 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 63025 members 
Mstep: Class 23 contains 4035 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 1438 members 
Mstep: Class 26 contains 25041 members 
Mstep: Class 27 contains 8844 members 
Mstep: Class 28 contains 10532 members 
Mstep: Class 29 contains 4666 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 1636 members 
Mstep: Class 32 contains 2004 members 
Mstep: Class 33 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30923294.000000 Penalty: 70875.843750
Iteration 61Q: 34 clusters Score -3.092329e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 79368 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 23897 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9957 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 80379 members 
Mstep: Class 13 contains 55831 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 70554 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 11288 members 
Mstep: Class 21 contains 22557 members 
Mstep: Class 22 contains 63284 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 4267 members 
Mstep: Class 25 contains 1437 members 
Mstep: Class 26 contains 25053 members 
Mstep: Class 27 contains 8918 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 4653 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 1662 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 19251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30923340.000000 Penalty: 70875.843750
Iteration 62Q: 34 clusters Score -3.092334e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 79371 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 23635 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 80379 members 
Mstep: Class 13 contains 55817 members 
Mstep: Class 14 contains 7739 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 17 contains 70482 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 11287 members 
Mstep: Class 21 contains 22588 members 
Mstep: Class 22 contains 63540 members 
Mstep: Class 23 contains 3993 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 1445 members 
Mstep: Class 26 contains 25059 members 
Mstep: Class 27 contains 8981 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 4643 members 
Mstep: Class 30 contains 4424 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30923526.000000 Penalty: 70875.843750
Iteration 63Q: 34 clusters Score -3.092353e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 79368 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 23386 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 9975 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 80374 members 
Mstep: Class 13 contains 55816 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 3659 members 
Mstep: Class 17 contains 70425 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 11281 members 
Mstep: Class 21 contains 22611 members 
Mstep: Class 22 contains 63785 members 
Mstep: Class 23 contains 3976 members 
Mstep: Class 24 contains 4281 members 
Mstep: Class 25 contains 1455 members 
Mstep: Class 26 contains 25077 members 
Mstep: Class 27 contains 9039 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 4637 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 1702 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 19311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30923778.000000 Penalty: 70875.843750
Iteration 64Q: 34 clusters Score -3.092378e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 79372 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 80369 members 
Mstep: Class 13 contains 55817 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 4582 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 70364 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 11275 members 
Mstep: Class 21 contains 22646 members 
Mstep: Class 22 contains 64004 members 
Mstep: Class 23 contains 3958 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 9087 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 4632 members 
Mstep: Class 30 contains 4403 members 
Mstep: Class 31 contains 1725 members 
Mstep: Class 32 contains 2007 members 
Mstep: Class 33 contains 19334 members 
Entering Unmasked Estep 
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Score: -30923718.000000 Penalty: 70875.843750
Iteration 65Q: 34 clusters Score -3.092372e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 79373 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 22934 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9989 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 80365 members 
Mstep: Class 13 contains 55809 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 4580 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 70326 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 11271 members 
Mstep: Class 21 contains 22685 members 
Mstep: Class 22 contains 64213 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 1470 members 
Mstep: Class 26 contains 25125 members 
Mstep: Class 27 contains 9127 members 
Mstep: Class 28 contains 10552 members 
Mstep: Class 29 contains 4622 members 
Mstep: Class 30 contains 4390 members 
Mstep: Class 31 contains 1749 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 19357 members 
Entering Unmasked Estep 
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Score: -30923840.000000 Penalty: 70875.843750
Iteration 66Q: 34 clusters Score -3.092384e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 79374 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 5 contains 22718 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 80363 members 
Mstep: Class 13 contains 55805 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 4578 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 70287 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 11267 members 
Mstep: Class 21 contains 22715 members 
Mstep: Class 22 contains 64404 members 
Mstep: Class 23 contains 3919 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 1474 members 
Mstep: Class 26 contains 25144 members 
Mstep: Class 27 contains 9174 members 
Mstep: Class 28 contains 10556 members 
Mstep: Class 29 contains 4616 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 1770 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 19375 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -3.092389e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 79376 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 22503 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 80358 members 
Mstep: Class 13 contains 55803 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 70274 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 11261 members 
Mstep: Class 21 contains 22738 members 
Mstep: Class 22 contains 64589 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 4300 members 
Mstep: Class 25 contains 1475 members 
Mstep: Class 26 contains 25168 members 
Mstep: Class 27 contains 9215 members 
Mstep: Class 28 contains 10547 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 4371 members 
Mstep: Class 31 contains 1783 members 
Mstep: Class 32 contains 2007 members 
Mstep: Class 33 contains 19400 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -3.092394e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 79374 members 
Mstep: Class 4 contains 4602 members 
Mstep: Class 5 contains 22309 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 10003 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 80358 members 
Mstep: Class 13 contains 55797 members 
Mstep: Class 14 contains 7780 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 70250 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 11258 members 
Mstep: Class 21 contains 22754 members 
Mstep: Class 22 contains 64756 members 
Mstep: Class 23 contains 3894 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 1479 members 
Mstep: Class 26 contains 25197 members 
Mstep: Class 27 contains 9237 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 4597 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 2007 members 
Mstep: Class 33 contains 19420 members 
Entering Unmasked Estep 
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Iteration 69Q: 34 clusters Score -3.092395e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 79376 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 22138 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 10011 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 80351 members 
Mstep: Class 13 contains 55794 members 
Mstep: Class 14 contains 7790 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 70242 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 11250 members 
Mstep: Class 21 contains 22772 members 
Mstep: Class 22 contains 64894 members 
Mstep: Class 23 contains 3885 members 
Mstep: Class 24 contains 4324 members 
Mstep: Class 25 contains 1481 members 
Mstep: Class 26 contains 25219 members 
Mstep: Class 27 contains 9269 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 4586 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 1840 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 19431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30923936.000000 Penalty: 70875.843750
Iteration 70Q: 34 clusters Score -3.092394e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 79373 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 21978 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 10018 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 55792 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 70237 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 11241 members 
Mstep: Class 21 contains 22776 members 
Mstep: Class 22 contains 65034 members 
Mstep: Class 23 contains 3873 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1483 members 
Mstep: Class 26 contains 25239 members 
Mstep: Class 27 contains 9305 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 4572 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 1878 members 
Mstep: Class 32 contains 2007 members 
Mstep: Class 33 contains 19440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924058.000000 Penalty: 70875.843750
Iteration 71Q: 34 clusters Score -3.092406e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 79373 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 21835 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 10024 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 55786 members 
Mstep: Class 14 contains 7802 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 70223 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 11236 members 
Mstep: Class 21 contains 22790 members 
Mstep: Class 22 contains 65143 members 
Mstep: Class 23 contains 3866 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 1486 members 
Mstep: Class 26 contains 25258 members 
Mstep: Class 27 contains 9350 members 
Mstep: Class 28 contains 10534 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 1914 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 19446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924172.000000 Penalty: 70875.843750
Iteration 72Q: 34 clusters Score -3.092417e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 79369 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 10029 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 80353 members 
Mstep: Class 13 contains 55776 members 
Mstep: Class 14 contains 7806 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 70226 members 
Mstep: Class 18 contains 416 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 11232 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 65250 members 
Mstep: Class 23 contains 3862 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 25271 members 
Mstep: Class 27 contains 9384 members 
Mstep: Class 28 contains 10530 members 
Mstep: Class 29 contains 4543 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 1938 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 19454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924158.000000 Penalty: 70875.843750
Iteration 73Q: 34 clusters Score -3.092416e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 79373 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 21598 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 10037 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 55772 members 
Mstep: Class 14 contains 7808 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 70211 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 22817 members 
Mstep: Class 22 contains 65342 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 25283 members 
Mstep: Class 27 contains 9418 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 4532 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 1957 members 
Mstep: Class 32 contains 2011 members 
Mstep: Class 33 contains 19461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924246.000000 Penalty: 70875.843750
Iteration 74Q: 34 clusters Score -3.092425e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 79368 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 21505 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 10040 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 55769 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 70205 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11228 members 
Mstep: Class 21 contains 22827 members 
Mstep: Class 22 contains 65420 members 
Mstep: Class 23 contains 3841 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1495 members 
Mstep: Class 26 contains 25295 members 
Mstep: Class 27 contains 9440 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 4523 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 19466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924286.000000 Penalty: 70875.843750
Iteration 75Q: 34 clusters Score -3.092429e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 79362 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 21433 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 80351 members 
Mstep: Class 13 contains 55761 members 
Mstep: Class 14 contains 7823 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 70193 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 22840 members 
Mstep: Class 22 contains 65484 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1496 members 
Mstep: Class 26 contains 25306 members 
Mstep: Class 27 contains 9461 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 4515 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 1991 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924278.000000 Penalty: 70875.843750
Iteration 76Q: 34 clusters Score -3.092428e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79362 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 21374 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 55759 members 
Mstep: Class 14 contains 7831 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 70184 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 11224 members 
Mstep: Class 21 contains 22854 members 
Mstep: Class 22 contains 65534 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 1498 members 
Mstep: Class 26 contains 25311 members 
Mstep: Class 27 contains 9486 members 
Mstep: Class 28 contains 10539 members 
Mstep: Class 29 contains 4507 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 2011 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 19476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924360.000000 Penalty: 70875.843750
Iteration 77Q: 34 clusters Score -3.092436e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79363 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 21313 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10050 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 80349 members 
Mstep: Class 13 contains 55758 members 
Mstep: Class 14 contains 7838 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 70176 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 11220 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65588 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 1503 members 
Mstep: Class 26 contains 25316 members 
Mstep: Class 27 contains 9521 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 4504 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 19478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30924414.000000 Penalty: 70875.843750
Iteration 78Q: 34 clusters Score -3.092441e+07 nChanged 242
Entering ConstructFrom: 
Score: -30924414.000000 Penalty: 70875.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -169521.468750 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -169521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -166789.250000 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -166789.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -167606.125000 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -167606.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -167927.796875 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -167927.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -168353.500000 Penalty: 2607.654297
	Iteration 3F: 3 clusters Score -168353.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -168775.921875 Penalty: 2607.654297
	Iteration 4F: 3 clusters Score -168775.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -168952.765625 Penalty: 2607.654297
	Iteration 5F: 3 clusters Score -168952.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -169032.812500 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -169032.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -169081.000000 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -169081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -169114.562500 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -169114.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -169144.875000 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -169144.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -169169.062500 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -169169.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -169187.781250 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -169187.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -169203.718750 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -169203.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -169219.468750 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -169219.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -169233.531250 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -169233.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -169246.265625 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -169246.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -169255.156250 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -169255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -169261.218750 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -169261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -169269.125000 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -169269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -169281.546875 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -169281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -169292.609375 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -169292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -169307.500000 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -169307.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -169326.953125 Penalty: 2607.654297
	Iteration 22Q: 3 clusters Score -169327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -169343.750000 Penalty: 2607.654297
	Iteration 23Q: 3 clusters Score -169343.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -169356.171875 Penalty: 2607.654297
	Iteration 24Q: 3 clusters Score -169356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -169368.218750 Penalty: 2607.654297
	Iteration 25Q: 3 clusters Score -169368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -169380.140625 Penalty: 2607.654297
	Iteration 26Q: 3 clusters Score -169380.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -169391.093750 Penalty: 2607.654297
	Iteration 27Q: 3 clusters Score -169391.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -169404.453125 Penalty: 2607.654297
	Iteration 28Q: 3 clusters Score -169404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -169415.203125 Penalty: 2607.654297
	Iteration 29Q: 3 clusters Score -169415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -169429.265625 Penalty: 2607.654297
	Iteration 30Q: 3 clusters Score -169429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -169443.937500 Penalty: 2607.654297
	Iteration 31Q: 3 clusters Score -169443.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -169467.734375 Penalty: 2607.654297
	Iteration 32Q: 3 clusters Score -169467.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -169499.718750 Penalty: 2607.654297
	Iteration 33Q: 3 clusters Score -169499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -169528.421875 Penalty: 2607.654297
	Iteration 34Q: 3 clusters Score -169528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -169560.828125 Penalty: 2607.654297
	Iteration 35Q: 3 clusters Score -169560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -169584.125000 Penalty: 2607.654297
	Iteration 36Q: 3 clusters Score -169584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -169604.296875 Penalty: 2607.654297
	Iteration 37Q: 3 clusters Score -169604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -169613.187500 Penalty: 2607.654297
	Iteration 38Q: 3 clusters Score -169613.2 nChanged 4
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: -169619.328125 Penalty: 2607.654297
	Iteration 39Q: 3 clusters Score -169619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -169620.796875 Penalty: 2607.654297
	Iteration 40F: 3 clusters Score -169620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 80348 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 2571 members 
Entering Unmasked Estep 
Score: -30923690.000000 Penalty: 73023.601562
Splitting cluster 1 changes total score from -30924414.000000 to -30923690.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -388594.937500 Penalty: 1448.844971
	Iteration 0F: 2 clusters Score -388594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -383019.937500 Penalty: 2897.689941
	Iteration 0F: 3 clusters Score -383019.9 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -384804.937500 Penalty: 2897.689941
	Iteration 1F: 3 clusters Score -384804.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -385127.187500 Penalty: 2897.689941
	Iteration 2F: 3 clusters Score -385127.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -385396.687500 Penalty: 2897.689941
	Iteration 3F: 3 clusters Score -385396.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -385703.281250 Penalty: 2897.689941
	Iteration 4F: 3 clusters Score -385703.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -386039.656250 Penalty: 2897.689941
	Iteration 5F: 3 clusters Score -386039.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -386338.968750 Penalty: 2897.689941
	Iteration 6F: 3 clusters Score -386339 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -386627.375000 Penalty: 2897.689941
	Iteration 7Q: 3 clusters Score -386627.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -386868.062500 Penalty: 2897.689941
	Iteration 8Q: 3 clusters Score -386868.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -387034.187500 Penalty: 2897.689941
	Iteration 9Q: 3 clusters Score -387034.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -387149.000000 Penalty: 2897.689941
	Iteration 10Q: 3 clusters Score -387149 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387241.312500 Penalty: 2897.689941
	Iteration 11Q: 3 clusters Score -387241.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -387302.937500 Penalty: 2897.689941
	Iteration 12Q: 3 clusters Score -387302.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -387349.750000 Penalty: 2897.689941
	Iteration 13Q: 3 clusters Score -387349.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -387393.843750 Penalty: 2897.689941
	Iteration 14Q: 3 clusters Score -387393.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -387449.468750 Penalty: 2897.689941
	Iteration 15Q: 3 clusters Score -387449.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -387500.531250 Penalty: 2897.689941
	Iteration 16Q: 3 clusters Score -387500.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -387543.531250 Penalty: 2897.689941
	Iteration 17Q: 3 clusters Score -387543.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -387591.656250 Penalty: 2897.689941
	Iteration 18Q: 3 clusters Score -387591.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -387623.312500 Penalty: 2897.689941
	Iteration 19Q: 3 clusters Score -387623.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -387645.593750 Penalty: 2897.689941
	Iteration 20F: 3 clusters Score -387645.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -387675.593750 Penalty: 2897.689941
	Iteration 21Q: 3 clusters Score -387675.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -387703.093750 Penalty: 2897.689941
	Iteration 22Q: 3 clusters Score -387703.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -387726.937500 Penalty: 2897.689941
	Iteration 23Q: 3 clusters Score -387726.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -387742.781250 Penalty: 2897.689941
	Iteration 24Q: 3 clusters Score -387742.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -387756.312500 Penalty: 2897.689941
	Iteration 25Q: 3 clusters Score -387756.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -387767.125000 Penalty: 2897.689941
	Iteration 26Q: 3 clusters Score -387767.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -387774.687500 Penalty: 2897.689941
	Iteration 27Q: 3 clusters Score -387774.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -387781.875000 Penalty: 2897.689941
	Iteration 28Q: 3 clusters Score -387781.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -387786.593750 Penalty: 2897.689941
	Iteration 29Q: 3 clusters Score -387786.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -387791.500000 Penalty: 2897.689941
	Iteration 30Q: 3 clusters Score -387791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -387793.812500 Penalty: 2897.689941
	Iteration 31Q: 3 clusters Score -387793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -387797.375000 Penalty: 2897.689941
	Iteration 32Q: 3 clusters Score -387797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -387798.125000 Penalty: 2897.689941
	Iteration 33Q: 3 clusters Score -387798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -387798.906250 Penalty: 2897.689941
	Iteration 34Q: 3 clusters Score -387798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -387798.406250 Penalty: 2897.689941
	Iteration 35Q: 3 clusters Score -387798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -387798.406250 Penalty: 2897.689941
	Iteration 36F: 3 clusters Score -387798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Entering Unmasked Estep 
Score: -4703304.500000 Penalty: 1833.298584
	Iteration 0F: 2 clusters Score -4703304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -4650111.500000 Penalty: 3666.597168
	Iteration 0F: 3 clusters Score -4650112 nChanged 37936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4671942.500000 Penalty: 3666.597168
	Iteration 1F: 3 clusters Score -4671942 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4672709.500000 Penalty: 3666.597168
	Iteration 2Q: 3 clusters Score -4672710 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4673645.000000 Penalty: 3666.597168
	Iteration 3Q: 3 clusters Score -4673645 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4675006.000000 Penalty: 3666.597168
	Iteration 4Q: 3 clusters Score -4675006 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4676952.500000 Penalty: 3666.597168
	Iteration 5Q: 3 clusters Score -4676952 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4679667.500000 Penalty: 3666.597168
	Iteration 6F: 3 clusters Score -4679668 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -4682882.000000 Penalty: 3666.597168
	Iteration 7F: 3 clusters Score -4682882 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -4685913.000000 Penalty: 3666.597168
	Iteration 8F: 3 clusters Score -4685913 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4688356.500000 Penalty: 3666.597168
	Iteration 9F: 3 clusters Score -4688356 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4690219.500000 Penalty: 3666.597168
	Iteration 10Q: 3 clusters Score -4690220 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4691731.000000 Penalty: 3666.597168
	Iteration 11Q: 3 clusters Score -4691731 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4693097.000000 Penalty: 3666.597168
	Iteration 12Q: 3 clusters Score -4693097 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4694362.500000 Penalty: 3666.597168
	Iteration 13Q: 3 clusters Score -4694362 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4695653.500000 Penalty: 3666.597168
	Iteration 14Q: 3 clusters Score -4695654 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4696994.000000 Penalty: 3666.597168
	Iteration 15Q: 3 clusters Score -4696994 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4698299.500000 Penalty: 3666.597168
	Iteration 16Q: 3 clusters Score -4698300 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4699267.500000 Penalty: 3666.597168
	Iteration 17Q: 3 clusters Score -4699268 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4699914.000000 Penalty: 3666.597168
	Iteration 18Q: 3 clusters Score -4699914 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -4700360.500000 Penalty: 3666.597168
	Iteration 19Q: 3 clusters Score -4700360 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -4700644.500000 Penalty: 3666.597168
	Iteration 20F: 3 clusters Score -4700644 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4700863.000000 Penalty: 3666.597168
	Iteration 21Q: 3 clusters Score -4700863 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -4701046.000000 Penalty: 3666.597168
	Iteration 22Q: 3 clusters Score -4701046 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4701199.500000 Penalty: 3666.597168
	Iteration 23Q: 3 clusters Score -4701200 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4701281.500000 Penalty: 3666.597168
	Iteration 24Q: 3 clusters Score -4701282 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4701347.000000 Penalty: 3666.597168
	Iteration 25Q: 3 clusters Score -4701347 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4701369.500000 Penalty: 3666.597168
	Iteration 26Q: 3 clusters Score -4701370 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4701407.000000 Penalty: 3666.597168
	Iteration 27Q: 3 clusters Score -4701407 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4701434.000000 Penalty: 3666.597168
	Iteration 28Q: 3 clusters Score -4701434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4701482.000000 Penalty: 3666.597168
	Iteration 29Q: 3 clusters Score -4701482 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4701529.500000 Penalty: 3666.597168
	Iteration 30Q: 3 clusters Score -4701530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4701559.500000 Penalty: 3666.597168
	Iteration 31Q: 3 clusters Score -4701560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4701592.500000 Penalty: 3666.597168
	Iteration 32Q: 3 clusters Score -4701592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4701638.500000 Penalty: 3666.597168
	Iteration 33Q: 3 clusters Score -4701638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4701646.000000 Penalty: 3666.597168
	Iteration 34Q: 3 clusters Score -4701646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4701680.000000 Penalty: 3666.597168
	Iteration 35Q: 3 clusters Score -4701680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4701696.000000 Penalty: 3666.597168
	Iteration 36Q: 3 clusters Score -4701696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4701711.500000 Penalty: 3666.597168
	Iteration 37Q: 3 clusters Score -4701712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4701710.000000 Penalty: 3666.597168
	Iteration 38Q: 3 clusters Score -4701710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4701715.500000 Penalty: 3666.597168
	Iteration 39Q: 3 clusters Score -4701716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4701733.500000 Penalty: 3666.597168
	Iteration 40F: 3 clusters Score -4701734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4701740.000000 Penalty: 3666.597168
	Iteration 41Q: 3 clusters Score -4701740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4701747.500000 Penalty: 3666.597168
	Iteration 42Q: 3 clusters Score -4701748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4701747.000000 Penalty: 3666.597168
	Iteration 43Q: 3 clusters Score -4701747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4701743.000000 Penalty: 3666.597168
	Iteration 44Q: 3 clusters Score -4701743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4701739.500000 Penalty: 3666.597168
	Iteration 45Q: 3 clusters Score -4701740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4701747.500000 Penalty: 3666.597168
	Iteration 46Q: 3 clusters Score -4701748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4701758.500000 Penalty: 3666.597168
	Iteration 47Q: 3 clusters Score -4701758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4701762.000000 Penalty: 3666.597168
	Iteration 48Q: 3 clusters Score -4701762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4701765.500000 Penalty: 3666.597168
	Iteration 49Q: 3 clusters Score -4701766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4701777.000000 Penalty: 3666.597168
	Iteration 50Q: 3 clusters Score -4701777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4701779.500000 Penalty: 3666.597168
	Iteration 51Q: 3 clusters Score -4701780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4701780.500000 Penalty: 3666.597168
	Iteration 52Q: 3 clusters Score -4701780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4701770.500000 Penalty: 3666.597168
	Iteration 53Q: 3 clusters Score -4701770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4701783.000000 Penalty: 3666.597168
	Iteration 54Q: 3 clusters Score -4701783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4701780.500000 Penalty: 3666.597168
	Iteration 55Q: 3 clusters Score -4701780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4701777.000000 Penalty: 3666.597168
	Iteration 56Q: 3 clusters Score -4701777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4701792.500000 Penalty: 3666.597168
	Iteration 57Q: 3 clusters Score -4701792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4701789.500000 Penalty: 3666.597168
	Iteration 58Q: 3 clusters Score -4701790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4701796.500000 Penalty: 3666.597168
	Iteration 59Q: 3 clusters Score -4701796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4701800.500000 Penalty: 3666.597168
	Iteration 60F: 3 clusters Score -4701800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4701799.000000 Penalty: 3666.597168
	Iteration 61Q: 3 clusters Score -4701799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4701814.500000 Penalty: 3666.597168
	Iteration 62Q: 3 clusters Score -4701814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4701815.500000 Penalty: 3666.597168
	Iteration 63Q: 3 clusters Score -4701816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4701811.000000 Penalty: 3666.597168
	Iteration 64Q: 3 clusters Score -4701811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4701828.000000 Penalty: 3666.597168
	Iteration 65Q: 3 clusters Score -4701828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4701815.500000 Penalty: 3666.597168
	Iteration 66Q: 3 clusters Score -4701816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4701822.500000 Penalty: 3666.597168
	Iteration 67Q: 3 clusters Score -4701822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4701831.500000 Penalty: 3666.597168
	Iteration 68Q: 3 clusters Score -4701832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4701832.500000 Penalty: 3666.597168
	Iteration 69Q: 3 clusters Score -4701832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4701817.000000 Penalty: 3666.597168
	Iteration 70Q: 3 clusters Score -4701817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4701827.000000 Penalty: 3666.597168
	Iteration 71Q: 3 clusters Score -4701827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4701833.000000 Penalty: 3666.597168
	Iteration 72Q: 3 clusters Score -4701833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4701843.500000 Penalty: 3666.597168
	Iteration 73Q: 3 clusters Score -4701844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4701848.000000 Penalty: 3666.597168
	Iteration 74Q: 3 clusters Score -4701848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4701849.500000 Penalty: 3666.597168
	Iteration 75Q: 3 clusters Score -4701850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4701868.000000 Penalty: 3666.597168
	Iteration 76Q: 3 clusters Score -4701868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4701866.500000 Penalty: 3666.597168
	Iteration 77Q: 3 clusters Score -4701866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4701860.500000 Penalty: 3666.597168
	Iteration 78Q: 3 clusters Score -4701860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4701861.000000 Penalty: 3666.597168
	Iteration 79Q: 3 clusters Score -4701861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4701864.500000 Penalty: 3666.597168
	Iteration 80F: 3 clusters Score -4701864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4701868.500000 Penalty: 3666.597168
	Iteration 81Q: 3 clusters Score -4701868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4701872.000000 Penalty: 3666.597168
	Iteration 82Q: 3 clusters Score -4701872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4701871.500000 Penalty: 3666.597168
	Iteration 83Q: 3 clusters Score -4701872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4701867.500000 Penalty: 3666.597168
	Iteration 84Q: 3 clusters Score -4701868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4701865.000000 Penalty: 3666.597168
	Iteration 85Q: 3 clusters Score -4701865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4701867.000000 Penalty: 3666.597168
	Iteration 86Q: 3 clusters Score -4701867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4701870.000000 Penalty: 3666.597168
	Iteration 87Q: 3 clusters Score -4701870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4701872.500000 Penalty: 3666.597168
	Iteration 88Q: 3 clusters Score -4701872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4701870.500000 Penalty: 3666.597168
	Iteration 89Q: 3 clusters Score -4701870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4701867.500000 Penalty: 3666.597168
	Iteration 90Q: 3 clusters Score -4701868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4701869.500000 Penalty: 3666.597168
	Iteration 91Q: 3 clusters Score -4701870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4701854.500000 Penalty: 3666.597168
	Iteration 92Q: 3 clusters Score -4701854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4701859.500000 Penalty: 3666.597168
	Iteration 93Q: 3 clusters Score -4701860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4701866.000000 Penalty: 3666.597168
	Iteration 94Q: 3 clusters Score -4701866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4701868.500000 Penalty: 3666.597168
	Iteration 95Q: 3 clusters Score -4701868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4701862.000000 Penalty: 3666.597168
	Iteration 96Q: 3 clusters Score -4701862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4701863.500000 Penalty: 3666.597168
	Iteration 97Q: 3 clusters Score -4701864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4701858.500000 Penalty: 3666.597168
	Iteration 98Q: 3 clusters Score -4701858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4701858.500000 Penalty: 3666.597168
	Iteration 99Q: 3 clusters Score -4701858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4701859.000000 Penalty: 3666.597168
	Iteration 100F: 3 clusters Score -4701859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4701862.000000 Penalty: 3666.597168
	Iteration 101Q: 3 clusters Score -4701862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4701867.500000 Penalty: 3666.597168
	Iteration 102Q: 3 clusters Score -4701868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4701875.500000 Penalty: 3666.597168
	Iteration 103Q: 3 clusters Score -4701876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4701882.500000 Penalty: 3666.597168
	Iteration 104Q: 3 clusters Score -4701882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4701878.000000 Penalty: 3666.597168
	Iteration 105Q: 3 clusters Score -4701878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4701895.000000 Penalty: 3666.597168
	Iteration 106Q: 3 clusters Score -4701895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4701906.000000 Penalty: 3666.597168
	Iteration 107Q: 3 clusters Score -4701906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4701907.000000 Penalty: 3666.597168
	Iteration 108Q: 3 clusters Score -4701907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4701906.000000 Penalty: 3666.597168
	Iteration 109Q: 3 clusters Score -4701906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4701917.500000 Penalty: 3666.597168
	Iteration 110Q: 3 clusters Score -4701918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4701920.000000 Penalty: 3666.597168
	Iteration 111Q: 3 clusters Score -4701920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4701930.000000 Penalty: 3666.597168
	Iteration 112Q: 3 clusters Score -4701930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4701935.500000 Penalty: 3666.597168
	Iteration 113Q: 3 clusters Score -4701936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4701937.500000 Penalty: 3666.597168
	Iteration 114Q: 3 clusters Score -4701938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4701937.000000 Penalty: 3666.597168
	Iteration 115Q: 3 clusters Score -4701937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4701931.000000 Penalty: 3666.597168
	Iteration 116Q: 3 clusters Score -4701931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4701940.500000 Penalty: 3666.597168
	Iteration 117Q: 3 clusters Score -4701940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4701933.500000 Penalty: 3666.597168
	Iteration 118Q: 3 clusters Score -4701934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4701935.000000 Penalty: 3666.597168
	Iteration 119Q: 3 clusters Score -4701935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4701931.500000 Penalty: 3666.597168
	Iteration 120F: 3 clusters Score -4701932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4701929.500000 Penalty: 3666.597168
	Iteration 121Q: 3 clusters Score -4701930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4701931.000000 Penalty: 3666.597168
	Iteration 122Q: 3 clusters Score -4701931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4701931.000000 Penalty: 3666.597168
	Iteration 123F: 3 clusters Score -4701931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -244030.468750 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -244030.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -240435.750000 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -240435.8 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -241683.562500 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -241683.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -242451.343750 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -242451.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -243060.375000 Penalty: 2723.797607
	Iteration 3F: 3 clusters Score -243060.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -243461.890625 Penalty: 2723.797607
	Iteration 4F: 3 clusters Score -243461.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -243812.453125 Penalty: 2723.797607
	Iteration 5F: 3 clusters Score -243812.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -244114.984375 Penalty: 2723.797607
	Iteration 6F: 3 clusters Score -244115 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -244385.593750 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -244385.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -244577.921875 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -244577.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -244680.234375 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -244680.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -244727.296875 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -244727.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -244747.656250 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -244747.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -244759.453125 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -244759.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -244763.312500 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -244763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -244768.171875 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -244768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -244770.281250 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -244770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -244772.328125 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -244772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244776.078125 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -244776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -244778.250000 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -244778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -244780.468750 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -244780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -244782.218750 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -244782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -244783.031250 Penalty: 2723.797607
	Iteration 21Q: 3 clusters Score -244783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -244783.765625 Penalty: 2723.797607
	Iteration 22Q: 3 clusters Score -244783.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -244783.765625 Penalty: 2723.797607
	Iteration 23F: 3 clusters Score -244783.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 80348 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 1451 members 
Entering Unmasked Estep 
Score: -30924380.000000 Penalty: 73023.601562
Splitting cluster 4 changes total score from -30924414.000000 to -30924380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Entering Unmasked Estep 
Score: -1297395.625000 Penalty: 1619.275391
	Iteration 0F: 2 clusters Score -1297396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1282961.250000 Penalty: 3238.550781
	Iteration 0F: 3 clusters Score -1282961 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1288131.125000 Penalty: 3238.550781
	Iteration 1F: 3 clusters Score -1288131 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1288456.500000 Penalty: 3238.550781
	Iteration 2Q: 3 clusters Score -1288456 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1288721.375000 Penalty: 3238.550781
	Iteration 3Q: 3 clusters Score -1288721 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1288970.875000 Penalty: 3238.550781
	Iteration 4Q: 3 clusters Score -1288971 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1289233.125000 Penalty: 3238.550781
	Iteration 5Q: 3 clusters Score -1289233 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1289511.500000 Penalty: 3238.550781
	Iteration 6Q: 3 clusters Score -1289512 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1289855.625000 Penalty: 3238.550781
	Iteration 7Q: 3 clusters Score -1289856 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1290287.875000 Penalty: 3238.550781
	Iteration 8Q: 3 clusters Score -1290288 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1290815.500000 Penalty: 3238.550781
	Iteration 9Q: 3 clusters Score -1290816 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1291468.750000 Penalty: 3238.550781
	Iteration 10Q: 3 clusters Score -1291469 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1292282.375000 Penalty: 3238.550781
	Iteration 11Q: 3 clusters Score -1292282 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1293083.875000 Penalty: 3238.550781
	Iteration 12Q: 3 clusters Score -1293084 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1293775.500000 Penalty: 3238.550781
	Iteration 13Q: 3 clusters Score -1293776 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1294240.625000 Penalty: 3238.550781
	Iteration 14Q: 3 clusters Score -1294241 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1294483.625000 Penalty: 3238.550781
	Iteration 15Q: 3 clusters Score -1294484 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1294658.250000 Penalty: 3238.550781
	Iteration 16Q: 3 clusters Score -1294658 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1294788.625000 Penalty: 3238.550781
	Iteration 17Q: 3 clusters Score -1294789 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1294887.625000 Penalty: 3238.550781
	Iteration 18Q: 3 clusters Score -1294888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1294974.125000 Penalty: 3238.550781
	Iteration 19Q: 3 clusters Score -1294974 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1295055.875000 Penalty: 3238.550781
	Iteration 20F: 3 clusters Score -1295056 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1295122.250000 Penalty: 3238.550781
	Iteration 21Q: 3 clusters Score -1295122 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1295187.000000 Penalty: 3238.550781
	Iteration 22Q: 3 clusters Score -1295187 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1295268.000000 Penalty: 3238.550781
	Iteration 23Q: 3 clusters Score -1295268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1295329.625000 Penalty: 3238.550781
	Iteration 24Q: 3 clusters Score -1295330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1295418.125000 Penalty: 3238.550781
	Iteration 25Q: 3 clusters Score -1295418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1295505.375000 Penalty: 3238.550781
	Iteration 26Q: 3 clusters Score -1295505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1295548.250000 Penalty: 3238.550781
	Iteration 27Q: 3 clusters Score -1295548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1295600.750000 Penalty: 3238.550781
	Iteration 28Q: 3 clusters Score -1295601 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1295641.750000 Penalty: 3238.550781
	Iteration 29Q: 3 clusters Score -1295642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1295670.500000 Penalty: 3238.550781
	Iteration 30Q: 3 clusters Score -1295670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1295708.375000 Penalty: 3238.550781
	Iteration 31Q: 3 clusters Score -1295708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1295730.750000 Penalty: 3238.550781
	Iteration 32Q: 3 clusters Score -1295731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1295751.625000 Penalty: 3238.550781
	Iteration 33Q: 3 clusters Score -1295752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1295788.500000 Penalty: 3238.550781
	Iteration 34Q: 3 clusters Score -1295788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -1295810.750000 Penalty: 3238.550781
	Iteration 35Q: 3 clusters Score -1295811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1295820.000000 Penalty: 3238.550781
	Iteration 36Q: 3 clusters Score -1295820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1295837.250000 Penalty: 3238.550781
	Iteration 37Q: 3 clusters Score -1295837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1295860.125000 Penalty: 3238.550781
	Iteration 38Q: 3 clusters Score -1295860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1295879.750000 Penalty: 3238.550781
	Iteration 39Q: 3 clusters Score -1295880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1295895.375000 Penalty: 3238.550781
	Iteration 40F: 3 clusters Score -1295895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1295909.000000 Penalty: 3238.550781
	Iteration 41Q: 3 clusters Score -1295909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1295925.375000 Penalty: 3238.550781
	Iteration 42Q: 3 clusters Score -1295925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1295933.625000 Penalty: 3238.550781
	Iteration 43Q: 3 clusters Score -1295934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -1295951.000000 Penalty: 3238.550781
	Iteration 44Q: 3 clusters Score -1295951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -1295964.750000 Penalty: 3238.550781
	Iteration 45Q: 3 clusters Score -1295965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1295973.875000 Penalty: 3238.550781
	Iteration 46Q: 3 clusters Score -1295974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1295974.625000 Penalty: 3238.550781
	Iteration 47Q: 3 clusters Score -1295975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -1295976.875000 Penalty: 3238.550781
	Iteration 48Q: 3 clusters Score -1295977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1295979.000000 Penalty: 3238.550781
	Iteration 49Q: 3 clusters Score -1295979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1295981.250000 Penalty: 3238.550781
	Iteration 50Q: 3 clusters Score -1295981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -1295981.625000 Penalty: 3238.550781
	Iteration 51Q: 3 clusters Score -1295982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -1295981.625000 Penalty: 3238.550781
	Iteration 52F: 3 clusters Score -1295982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -58525.675781 Penalty: 1160.837891
	Iteration 0F: 2 clusters Score -58525.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -56962.175781 Penalty: 2321.675781
	Iteration 0F: 3 clusters Score -56962.18 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57425.425781 Penalty: 2321.675781
	Iteration 1F: 3 clusters Score -57425.43 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57605.375000 Penalty: 2321.675781
	Iteration 2F: 3 clusters Score -57605.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57741.132812 Penalty: 2321.675781
	Iteration 3F: 3 clusters Score -57741.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57865.492188 Penalty: 2321.675781
	Iteration 4F: 3 clusters Score -57865.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57940.554688 Penalty: 2321.675781
	Iteration 5Q: 3 clusters Score -57940.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57985.359375 Penalty: 2321.675781
	Iteration 6Q: 3 clusters Score -57985.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58006.320312 Penalty: 2321.675781
	Iteration 7Q: 3 clusters Score -58006.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58026.695312 Penalty: 2321.675781
	Iteration 8Q: 3 clusters Score -58026.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58042.667969 Penalty: 2321.675781
	Iteration 9Q: 3 clusters Score -58042.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58050.613281 Penalty: 2321.675781
	Iteration 10Q: 3 clusters Score -58050.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58058.128906 Penalty: 2321.675781
	Iteration 11Q: 3 clusters Score -58058.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58067.730469 Penalty: 2321.675781
	Iteration 12Q: 3 clusters Score -58067.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -58076.054688 Penalty: 2321.675781
	Iteration 13Q: 3 clusters Score -58076.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58078.785156 Penalty: 2321.675781
	Iteration 14Q: 3 clusters Score -58078.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -58080.468750 Penalty: 2321.675781
	Iteration 15Q: 3 clusters Score -58080.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58081.234375 Penalty: 2321.675781
	Iteration 16Q: 3 clusters Score -58081.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58081.527344 Penalty: 2321.675781
	Iteration 17Q: 3 clusters Score -58081.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58083.843750 Penalty: 2321.675781
	Iteration 18Q: 3 clusters Score -58083.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58083.843750 Penalty: 2321.675781
	Iteration 19F: 3 clusters Score -58083.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -69223.320312 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -69223.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -67453.117188 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -67453.12 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -68017.781250 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -68017.78 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -68350.531250 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -68350.53 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -68624.695312 Penalty: 2390.583252
	Iteration 3F: 3 clusters Score -68624.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -68770.890625 Penalty: 2390.583252
	Iteration 4F: 3 clusters Score -68770.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -68861.351562 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -68861.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -68937.117188 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -68937.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -68993.000000 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -68993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -69059.390625 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -69059.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -69120.125000 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -69120.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -69141.132812 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -69141.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -69159.296875 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -69159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -69168.460938 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -69168.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -69171.476562 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -69171.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -69172.335938 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -69172.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -69173.007812 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -69173.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -69173.320312 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -69173.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -69173.320312 Penalty: 2390.583252
	Iteration 17F: 3 clusters Score -69173.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -153880.718750 Penalty: 1294.175293
	Iteration 0F: 2 clusters Score -153880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -151241.406250 Penalty: 2588.350586
	Iteration 0F: 3 clusters Score -151241.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -151855.015625 Penalty: 2588.350586
	Iteration 1F: 3 clusters Score -151855 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -152014.234375 Penalty: 2588.350586
	Iteration 2F: 3 clusters Score -152014.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -152138.015625 Penalty: 2588.350586
	Iteration 3F: 3 clusters Score -152138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -152229.421875 Penalty: 2588.350586
	Iteration 4Q: 3 clusters Score -152229.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -152318.640625 Penalty: 2588.350586
	Iteration 5Q: 3 clusters Score -152318.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -152426.421875 Penalty: 2588.350586
	Iteration 6Q: 3 clusters Score -152426.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -152562.406250 Penalty: 2588.350586
	Iteration 7Q: 3 clusters Score -152562.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -152696.500000 Penalty: 2588.350586
	Iteration 8Q: 3 clusters Score -152696.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -152831.937500 Penalty: 2588.350586
	Iteration 9Q: 3 clusters Score -152831.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -152962.593750 Penalty: 2588.350586
	Iteration 10Q: 3 clusters Score -152962.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -153077.531250 Penalty: 2588.350586
	Iteration 11Q: 3 clusters Score -153077.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -153183.609375 Penalty: 2588.350586
	Iteration 12Q: 3 clusters Score -153183.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -153278.937500 Penalty: 2588.350586
	Iteration 13Q: 3 clusters Score -153278.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -153365.953125 Penalty: 2588.350586
	Iteration 14Q: 3 clusters Score -153366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -153421.968750 Penalty: 2588.350586
	Iteration 15Q: 3 clusters Score -153422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -153445.703125 Penalty: 2588.350586
	Iteration 16Q: 3 clusters Score -153445.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -153469.328125 Penalty: 2588.350586
	Iteration 17Q: 3 clusters Score -153469.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -153492.968750 Penalty: 2588.350586
	Iteration 18Q: 3 clusters Score -153493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -153507.390625 Penalty: 2588.350586
	Iteration 19Q: 3 clusters Score -153507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -153513.328125 Penalty: 2588.350586
	Iteration 20F: 3 clusters Score -153513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -153516.562500 Penalty: 2588.350586
	Iteration 21Q: 3 clusters Score -153516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -153518.218750 Penalty: 2588.350586
	Iteration 22Q: 3 clusters Score -153518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -153519.703125 Penalty: 2588.350586
	Iteration 23Q: 3 clusters Score -153519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -153521.546875 Penalty: 2588.350586
	Iteration 24Q: 3 clusters Score -153521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -153522.421875 Penalty: 2588.350586
	Iteration 25Q: 3 clusters Score -153522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -153523.187500 Penalty: 2588.350586
	Iteration 26Q: 3 clusters Score -153523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -153523.359375 Penalty: 2588.350586
	Iteration 27Q: 3 clusters Score -153523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -153523.609375 Penalty: 2588.350586
	Iteration 28Q: 3 clusters Score -153523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -153524.015625 Penalty: 2588.350586
	Iteration 29Q: 3 clusters Score -153524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -153524.140625 Penalty: 2588.350586
	Iteration 30Q: 3 clusters Score -153524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -153524.500000 Penalty: 2588.350586
	Iteration 31Q: 3 clusters Score -153524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -153525.218750 Penalty: 2588.350586
	Iteration 32Q: 3 clusters Score -153525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -153525.218750 Penalty: 2588.350586
	Iteration 33F: 3 clusters Score -153525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -103604.054688 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -103604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -101629.757812 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -101629.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -102061.859375 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -102061.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -102171.843750 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -102171.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -102225.437500 Penalty: 2430.221436
	Iteration 3Q: 3 clusters Score -102225.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102262.296875 Penalty: 2430.221436
	Iteration 4Q: 3 clusters Score -102262.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -102286.937500 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -102286.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -102302.429688 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -102302.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -102315.289062 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -102315.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -102325.914062 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -102325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102333.382812 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -102333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102336.609375 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -102336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102339.976562 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -102340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102344.593750 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -102344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102349.554688 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -102349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102352.890625 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -102352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102356.757812 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -102356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102362.085938 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -102362.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102368.523438 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -102368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102371.429688 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -102371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102373.843750 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -102373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102375.093750 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -102375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102377.203125 Penalty: 2430.221436
	Iteration 21Q: 3 clusters Score -102377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102379.812500 Penalty: 2430.221436
	Iteration 22Q: 3 clusters Score -102379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102382.359375 Penalty: 2430.221436
	Iteration 23Q: 3 clusters Score -102382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102384.906250 Penalty: 2430.221436
	Iteration 24Q: 3 clusters Score -102384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -102386.843750 Penalty: 2430.221436
	Iteration 25Q: 3 clusters Score -102386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102387.375000 Penalty: 2430.221436
	Iteration 26Q: 3 clusters Score -102387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102387.898438 Penalty: 2430.221436
	Iteration 27Q: 3 clusters Score -102387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102389.937500 Penalty: 2430.221436
	Iteration 28Q: 3 clusters Score -102389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102391.062500 Penalty: 2430.221436
	Iteration 29Q: 3 clusters Score -102391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102392.726562 Penalty: 2430.221436
	Iteration 30Q: 3 clusters Score -102392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102394.023438 Penalty: 2430.221436
	Iteration 31Q: 3 clusters Score -102394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102395.914062 Penalty: 2430.221436
	Iteration 32Q: 3 clusters Score -102395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102398.210938 Penalty: 2430.221436
	Iteration 33Q: 3 clusters Score -102398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102399.726562 Penalty: 2430.221436
	Iteration 34Q: 3 clusters Score -102399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102400.773438 Penalty: 2430.221436
	Iteration 35Q: 3 clusters Score -102400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102401.789062 Penalty: 2430.221436
	Iteration 36Q: 3 clusters Score -102401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102402.203125 Penalty: 2430.221436
	Iteration 37Q: 3 clusters Score -102402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102403.898438 Penalty: 2430.221436
	Iteration 38Q: 3 clusters Score -102403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102405.335938 Penalty: 2430.221436
	Iteration 39Q: 3 clusters Score -102405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102407.039062 Penalty: 2430.221436
	Iteration 40F: 3 clusters Score -102407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102414.335938 Penalty: 2430.221436
	Iteration 41Q: 3 clusters Score -102414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102419.132812 Penalty: 2430.221436
	Iteration 42Q: 3 clusters Score -102419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102423.507812 Penalty: 2430.221436
	Iteration 43Q: 3 clusters Score -102423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102430.265625 Penalty: 2430.221436
	Iteration 44Q: 3 clusters Score -102430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102437.421875 Penalty: 2430.221436
	Iteration 45Q: 3 clusters Score -102437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102444.500000 Penalty: 2430.221436
	Iteration 46Q: 3 clusters Score -102444.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102451.617188 Penalty: 2430.221436
	Iteration 47Q: 3 clusters Score -102451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102456.273438 Penalty: 2430.221436
	Iteration 48Q: 3 clusters Score -102456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102460.789062 Penalty: 2430.221436
	Iteration 49Q: 3 clusters Score -102460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -102465.476562 Penalty: 2430.221436
	Iteration 50Q: 3 clusters Score -102465.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102473.593750 Penalty: 2430.221436
	Iteration 51Q: 3 clusters Score -102473.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102482.414062 Penalty: 2430.221436
	Iteration 52Q: 3 clusters Score -102482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -102494.062500 Penalty: 2430.221436
	Iteration 53Q: 3 clusters Score -102494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -102507.242188 Penalty: 2430.221436
	Iteration 54Q: 3 clusters Score -102507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102511.914062 Penalty: 2430.221436
	Iteration 55Q: 3 clusters Score -102511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102516.210938 Penalty: 2430.221436
	Iteration 56Q: 3 clusters Score -102516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102517.710938 Penalty: 2430.221436
	Iteration 57Q: 3 clusters Score -102517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102519.132812 Penalty: 2430.221436
	Iteration 58Q: 3 clusters Score -102519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102520.085938 Penalty: 2430.221436
	Iteration 59Q: 3 clusters Score -102520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102521.867188 Penalty: 2430.221436
	Iteration 60F: 3 clusters Score -102521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102522.421875 Penalty: 2430.221436
	Iteration 61Q: 3 clusters Score -102522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102522.421875 Penalty: 2430.221436
	Iteration 62F: 3 clusters Score -102522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -523474.812500 Penalty: 1497.523071
	Iteration 0F: 2 clusters Score -523474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -516368.187500 Penalty: 2995.046143
	Iteration 0F: 3 clusters Score -516368.2 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -518910.687500 Penalty: 2995.046143
	Iteration 1F: 3 clusters Score -518910.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -519443.312500 Penalty: 2995.046143
	Iteration 2F: 3 clusters Score -519443.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -520046.281250 Penalty: 2995.046143
	Iteration 3F: 3 clusters Score -520046.3 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -520700.250000 Penalty: 2995.046143
	Iteration 4F: 3 clusters Score -520700.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -521282.968750 Penalty: 2995.046143
	Iteration 5F: 3 clusters Score -521283 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -521779.906250 Penalty: 2995.046143
	Iteration 6F: 3 clusters Score -521779.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -522119.906250 Penalty: 2995.046143
	Iteration 7Q: 3 clusters Score -522119.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -522319.031250 Penalty: 2995.046143
	Iteration 8Q: 3 clusters Score -522319 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -522441.187500 Penalty: 2995.046143
	Iteration 9Q: 3 clusters Score -522441.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -522493.343750 Penalty: 2995.046143
	Iteration 10Q: 3 clusters Score -522493.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -522526.031250 Penalty: 2995.046143
	Iteration 11Q: 3 clusters Score -522526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -522552.593750 Penalty: 2995.046143
	Iteration 12Q: 3 clusters Score -522552.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -522564.968750 Penalty: 2995.046143
	Iteration 13Q: 3 clusters Score -522565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -522573.250000 Penalty: 2995.046143
	Iteration 14Q: 3 clusters Score -522573.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -522581.593750 Penalty: 2995.046143
	Iteration 15Q: 3 clusters Score -522581.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -522591.687500 Penalty: 2995.046143
	Iteration 16Q: 3 clusters Score -522591.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -522599.250000 Penalty: 2995.046143
	Iteration 17Q: 3 clusters Score -522599.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -522606.062500 Penalty: 2995.046143
	Iteration 18Q: 3 clusters Score -522606.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -522611.812500 Penalty: 2995.046143
	Iteration 19Q: 3 clusters Score -522611.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -522618.218750 Penalty: 2995.046143
	Iteration 20F: 3 clusters Score -522618.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -522629.531250 Penalty: 2995.046143
	Iteration 21Q: 3 clusters Score -522629.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -522635.687500 Penalty: 2995.046143
	Iteration 22Q: 3 clusters Score -522635.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -522640.968750 Penalty: 2995.046143
	Iteration 23Q: 3 clusters Score -522641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -522644.031250 Penalty: 2995.046143
	Iteration 24Q: 3 clusters Score -522644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -522647.218750 Penalty: 2995.046143
	Iteration 25Q: 3 clusters Score -522647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -522649.937500 Penalty: 2995.046143
	Iteration 26Q: 3 clusters Score -522649.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -522650.875000 Penalty: 2995.046143
	Iteration 27Q: 3 clusters Score -522650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -522651.875000 Penalty: 2995.046143
	Iteration 28Q: 3 clusters Score -522651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -522653.218750 Penalty: 2995.046143
	Iteration 29Q: 3 clusters Score -522653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -522653.687500 Penalty: 2995.046143
	Iteration 30Q: 3 clusters Score -522653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -522654.000000 Penalty: 2995.046143
	Iteration 31Q: 3 clusters Score -522654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -522653.375000 Penalty: 2995.046143
	Iteration 32Q: 3 clusters Score -522653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -522652.656250 Penalty: 2995.046143
	Iteration 33Q: 3 clusters Score -522652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -522652.656250 Penalty: 2995.046143
	Iteration 34Q: 3 clusters Score -522652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522653.625000 Penalty: 2995.046143
	Iteration 35Q: 3 clusters Score -522653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -522653.593750 Penalty: 2995.046143
	Iteration 36Q: 3 clusters Score -522653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -522654.281250 Penalty: 2995.046143
	Iteration 37Q: 3 clusters Score -522654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -522653.750000 Penalty: 2995.046143
	Iteration 38Q: 3 clusters Score -522653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -522654.656250 Penalty: 2995.046143
	Iteration 39Q: 3 clusters Score -522654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -522654.656250 Penalty: 2995.046143
	Iteration 40F: 3 clusters Score -522654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -229841.781250 Penalty: 1354.780273
	Iteration 0F: 2 clusters Score -229841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -226390.328125 Penalty: 2709.560547
	Iteration 0F: 3 clusters Score -226390.3 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -227376.312500 Penalty: 2709.560547
	Iteration 1F: 3 clusters Score -227376.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -227593.515625 Penalty: 2709.560547
	Iteration 2F: 3 clusters Score -227593.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -227748.718750 Penalty: 2709.560547
	Iteration 3F: 3 clusters Score -227748.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -227921.546875 Penalty: 2709.560547
	Iteration 4Q: 3 clusters Score -227921.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -228161.250000 Penalty: 2709.560547
	Iteration 5F: 3 clusters Score -228161.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -228425.625000 Penalty: 2709.560547
	Iteration 6F: 3 clusters Score -228425.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -228694.109375 Penalty: 2709.560547
	Iteration 7F: 3 clusters Score -228694.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -228891.984375 Penalty: 2709.560547
	Iteration 8Q: 3 clusters Score -228892 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -229080.828125 Penalty: 2709.560547
	Iteration 9Q: 3 clusters Score -229080.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -229283.796875 Penalty: 2709.560547
	Iteration 10Q: 3 clusters Score -229283.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -229502.687500 Penalty: 2709.560547
	Iteration 11Q: 3 clusters Score -229502.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -229719.515625 Penalty: 2709.560547
	Iteration 12Q: 3 clusters Score -229719.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -229885.750000 Penalty: 2709.560547
	Iteration 13Q: 3 clusters Score -229885.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -229966.703125 Penalty: 2709.560547
	Iteration 14Q: 3 clusters Score -229966.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -230011.312500 Penalty: 2709.560547
	Iteration 15Q: 3 clusters Score -230011.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -230043.156250 Penalty: 2709.560547
	Iteration 16Q: 3 clusters Score -230043.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -230057.265625 Penalty: 2709.560547
	Iteration 17Q: 3 clusters Score -230057.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -230066.703125 Penalty: 2709.560547
	Iteration 18Q: 3 clusters Score -230066.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -230073.015625 Penalty: 2709.560547
	Iteration 19Q: 3 clusters Score -230073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -230081.125000 Penalty: 2709.560547
	Iteration 20F: 3 clusters Score -230081.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -230084.515625 Penalty: 2709.560547
	Iteration 21Q: 3 clusters Score -230084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -230086.125000 Penalty: 2709.560547
	Iteration 22Q: 3 clusters Score -230086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -230086.468750 Penalty: 2709.560547
	Iteration 23Q: 3 clusters Score -230086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -230086.656250 Penalty: 2709.560547
	Iteration 24Q: 3 clusters Score -230086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -230087.234375 Penalty: 2709.560547
	Iteration 25Q: 3 clusters Score -230087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -230087.234375 Penalty: 2709.560547
	Iteration 26F: 3 clusters Score -230087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 80348 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 1913 members 
Entering Unmasked Estep 
Score: -30923842.000000 Penalty: 73023.601562
Splitting cluster 11 changes total score from -30924414.000000 to -30923842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (80348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Entering Unmasked Estep 
Score: -4857536.500000 Penalty: 1835.294922
	Iteration 0F: 2 clusters Score -4857536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -4803787.500000 Penalty: 3670.589844
	Iteration 0F: 3 clusters Score -4803788 nChanged 38290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4825778.000000 Penalty: 3670.589844
	Iteration 1F: 3 clusters Score -4825778 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4826771.500000 Penalty: 3670.589844
	Iteration 2Q: 3 clusters Score -4826772 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -4828005.000000 Penalty: 3670.589844
	Iteration 3Q: 3 clusters Score -4828005 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4829859.000000 Penalty: 3670.589844
	Iteration 4Q: 3 clusters Score -4829859 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4832372.500000 Penalty: 3670.589844
	Iteration 5F: 3 clusters Score -4832372 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4835674.500000 Penalty: 3670.589844
	Iteration 6F: 3 clusters Score -4835674 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4839406.500000 Penalty: 3670.589844
	Iteration 7F: 3 clusters Score -4839406 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4842939.500000 Penalty: 3670.589844
	Iteration 8F: 3 clusters Score -4842940 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4846178.000000 Penalty: 3670.589844
	Iteration 9F: 3 clusters Score -4846178 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4848907.000000 Penalty: 3670.589844
	Iteration 10Q: 3 clusters Score -4848907 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4851314.000000 Penalty: 3670.589844
	Iteration 11Q: 3 clusters Score -4851314 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4853105.500000 Penalty: 3670.589844
	Iteration 12Q: 3 clusters Score -4853106 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4854533.500000 Penalty: 3670.589844
	Iteration 13Q: 3 clusters Score -4854534 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4855616.000000 Penalty: 3670.589844
	Iteration 14Q: 3 clusters Score -4855616 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4856462.000000 Penalty: 3670.589844
	Iteration 15Q: 3 clusters Score -4856462 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4857133.500000 Penalty: 3670.589844
	Iteration 16Q: 3 clusters Score -4857134 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4857653.000000 Penalty: 3670.589844
	Iteration 17Q: 3 clusters Score -4857653 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -4857959.500000 Penalty: 3670.589844
	Iteration 18Q: 3 clusters Score -4857960 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -4858070.000000 Penalty: 3670.589844
	Iteration 19Q: 3 clusters Score -4858070 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4858121.000000 Penalty: 3670.589844
	Iteration 20F: 3 clusters Score -4858121 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4858155.000000 Penalty: 3670.589844
	Iteration 21Q: 3 clusters Score -4858155 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4858175.000000 Penalty: 3670.589844
	Iteration 22Q: 3 clusters Score -4858175 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4858195.500000 Penalty: 3670.589844
	Iteration 23Q: 3 clusters Score -4858196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4858208.500000 Penalty: 3670.589844
	Iteration 24Q: 3 clusters Score -4858208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4858229.000000 Penalty: 3670.589844
	Iteration 25Q: 3 clusters Score -4858229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4858227.500000 Penalty: 3670.589844
	Iteration 26Q: 3 clusters Score -4858228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4858233.500000 Penalty: 3670.589844
	Iteration 27Q: 3 clusters Score -4858234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4858236.000000 Penalty: 3670.589844
	Iteration 28Q: 3 clusters Score -4858236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4858248.500000 Penalty: 3670.589844
	Iteration 29Q: 3 clusters Score -4858248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4858243.500000 Penalty: 3670.589844
	Iteration 30Q: 3 clusters Score -4858244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4858250.000000 Penalty: 3670.589844
	Iteration 31Q: 3 clusters Score -4858250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4858259.000000 Penalty: 3670.589844
	Iteration 32Q: 3 clusters Score -4858259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4858256.000000 Penalty: 3670.589844
	Iteration 33Q: 3 clusters Score -4858256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4858266.000000 Penalty: 3670.589844
	Iteration 34Q: 3 clusters Score -4858266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4858261.000000 Penalty: 3670.589844
	Iteration 35Q: 3 clusters Score -4858261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4858260.500000 Penalty: 3670.589844
	Iteration 36Q: 3 clusters Score -4858260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4858265.500000 Penalty: 3670.589844
	Iteration 37Q: 3 clusters Score -4858266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4858259.500000 Penalty: 3670.589844
	Iteration 38Q: 3 clusters Score -4858260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4858271.000000 Penalty: 3670.589844
	Iteration 39Q: 3 clusters Score -4858271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4858266.500000 Penalty: 3670.589844
	Iteration 40F: 3 clusters Score -4858266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4858255.000000 Penalty: 3670.589844
	Iteration 41Q: 3 clusters Score -4858255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4858258.000000 Penalty: 3670.589844
	Iteration 42Q: 3 clusters Score -4858258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4858251.500000 Penalty: 3670.589844
	Iteration 43Q: 3 clusters Score -4858252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -4858255.500000 Penalty: 3670.589844
	Iteration 44Q: 3 clusters Score -4858256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4858254.500000 Penalty: 3670.589844
	Iteration 45Q: 3 clusters Score -4858254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4858247.000000 Penalty: 3670.589844
	Iteration 46Q: 3 clusters Score -4858247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4858251.500000 Penalty: 3670.589844
	Iteration 47Q: 3 clusters Score -4858252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4858253.000000 Penalty: 3670.589844
	Iteration 48Q: 3 clusters Score -4858253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4858248.500000 Penalty: 3670.589844
	Iteration 49Q: 3 clusters Score -4858248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4858248.000000 Penalty: 3670.589844
	Iteration 50Q: 3 clusters Score -4858248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4858250.500000 Penalty: 3670.589844
	Iteration 51Q: 3 clusters Score -4858250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4858251.000000 Penalty: 3670.589844
	Iteration 52Q: 3 clusters Score -4858251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4858247.500000 Penalty: 3670.589844
	Iteration 53Q: 3 clusters Score -4858248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4858247.000000 Penalty: 3670.589844
	Iteration 54Q: 3 clusters Score -4858247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4858254.000000 Penalty: 3670.589844
	Iteration 55Q: 3 clusters Score -4858254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4858250.000000 Penalty: 3670.589844
	Iteration 56Q: 3 clusters Score -4858250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -4858253.500000 Penalty: 3670.589844
	Iteration 57Q: 3 clusters Score -4858254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4858257.000000 Penalty: 3670.589844
	Iteration 58Q: 3 clusters Score -4858257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4858256.500000 Penalty: 3670.589844
	Iteration 59Q: 3 clusters Score -4858256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4858257.000000 Penalty: 3670.589844
	Iteration 60F: 3 clusters Score -4858257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4858262.000000 Penalty: 3670.589844
	Iteration 61Q: 3 clusters Score -4858262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4858260.500000 Penalty: 3670.589844
	Iteration 62Q: 3 clusters Score -4858260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4858258.500000 Penalty: 3670.589844
	Iteration 63Q: 3 clusters Score -4858258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4858258.000000 Penalty: 3670.589844
	Iteration 64Q: 3 clusters Score -4858258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4858257.500000 Penalty: 3670.589844
	Iteration 65Q: 3 clusters Score -4858258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4858257.500000 Penalty: 3670.589844
	Iteration 66F: 3 clusters Score -4858258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Entering Unmasked Estep 
Score: -30924888.000000 Penalty: 73023.601562
Splitting cluster 12 changes total score from -30924414.000000 to -30924888.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (55757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Entering Unmasked Estep 
Score: -3375215.000000 Penalty: 1775.923218
	Iteration 0F: 2 clusters Score -3375215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3338104.750000 Penalty: 3551.846436
	Iteration 0F: 3 clusters Score -3338105 nChanged 26230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3353445.500000 Penalty: 3551.846436
	Iteration 1F: 3 clusters Score -3353446 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3354500.500000 Penalty: 3551.846436
	Iteration 2Q: 3 clusters Score -3354500 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -3356061.500000 Penalty: 3551.846436
	Iteration 3F: 3 clusters Score -3356062 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3358484.000000 Penalty: 3551.846436
	Iteration 4F: 3 clusters Score -3358484 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -3361673.750000 Penalty: 3551.846436
	Iteration 5F: 3 clusters Score -3361674 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -3365337.000000 Penalty: 3551.846436
	Iteration 6F: 3 clusters Score -3365337 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -3368583.750000 Penalty: 3551.846436
	Iteration 7F: 3 clusters Score -3368584 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -3370700.000000 Penalty: 3551.846436
	Iteration 8Q: 3 clusters Score -3370700 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -3371908.500000 Penalty: 3551.846436
	Iteration 9Q: 3 clusters Score -3371908 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -3372619.000000 Penalty: 3551.846436
	Iteration 10Q: 3 clusters Score -3372619 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -3373047.750000 Penalty: 3551.846436
	Iteration 11Q: 3 clusters Score -3373048 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -3373320.500000 Penalty: 3551.846436
	Iteration 12Q: 3 clusters Score -3373320 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -3373483.250000 Penalty: 3551.846436
	Iteration 13Q: 3 clusters Score -3373483 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -3373588.750000 Penalty: 3551.846436
	Iteration 14Q: 3 clusters Score -3373589 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -3373668.000000 Penalty: 3551.846436
	Iteration 15Q: 3 clusters Score -3373668 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -3373733.000000 Penalty: 3551.846436
	Iteration 16Q: 3 clusters Score -3373733 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -3373779.750000 Penalty: 3551.846436
	Iteration 17Q: 3 clusters Score -3373780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -3373809.500000 Penalty: 3551.846436
	Iteration 18Q: 3 clusters Score -3373810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -3373831.250000 Penalty: 3551.846436
	Iteration 19Q: 3 clusters Score -3373831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -3373849.750000 Penalty: 3551.846436
	Iteration 20F: 3 clusters Score -3373850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -3373869.750000 Penalty: 3551.846436
	Iteration 21Q: 3 clusters Score -3373870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -3373892.250000 Penalty: 3551.846436
	Iteration 22Q: 3 clusters Score -3373892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -3373906.750000 Penalty: 3551.846436
	Iteration 23Q: 3 clusters Score -3373907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -3373923.250000 Penalty: 3551.846436
	Iteration 24Q: 3 clusters Score -3373923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -3373928.000000 Penalty: 3551.846436
	Iteration 25Q: 3 clusters Score -3373928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -3373936.250000 Penalty: 3551.846436
	Iteration 26Q: 3 clusters Score -3373936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -3373948.000000 Penalty: 3551.846436
	Iteration 27Q: 3 clusters Score -3373948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -3373947.500000 Penalty: 3551.846436
	Iteration 28Q: 3 clusters Score -3373948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -3373961.500000 Penalty: 3551.846436
	Iteration 29Q: 3 clusters Score -3373962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -3373963.750000 Penalty: 3551.846436
	Iteration 30Q: 3 clusters Score -3373964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -3373974.250000 Penalty: 3551.846436
	Iteration 31Q: 3 clusters Score -3373974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -3373973.500000 Penalty: 3551.846436
	Iteration 32Q: 3 clusters Score -3373974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -3373975.250000 Penalty: 3551.846436
	Iteration 33Q: 3 clusters Score -3373975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -3373977.000000 Penalty: 3551.846436
	Iteration 34Q: 3 clusters Score -3373977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -3373978.000000 Penalty: 3551.846436
	Iteration 35Q: 3 clusters Score -3373978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -3373983.000000 Penalty: 3551.846436
	Iteration 36Q: 3 clusters Score -3373983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -3373978.000000 Penalty: 3551.846436
	Iteration 37Q: 3 clusters Score -3373978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -3373982.250000 Penalty: 3551.846436
	Iteration 38Q: 3 clusters Score -3373982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -3373985.000000 Penalty: 3551.846436
	Iteration 39Q: 3 clusters Score -3373985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -3373989.750000 Penalty: 3551.846436
	Iteration 40F: 3 clusters Score -3373990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -3373986.500000 Penalty: 3551.846436
	Iteration 41Q: 3 clusters Score -3373986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -3373994.250000 Penalty: 3551.846436
	Iteration 42Q: 3 clusters Score -3373994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -3373993.500000 Penalty: 3551.846436
	Iteration 43Q: 3 clusters Score -3373994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -3373999.250000 Penalty: 3551.846436
	Iteration 44Q: 3 clusters Score -3373999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -3374001.750000 Penalty: 3551.846436
	Iteration 45Q: 3 clusters Score -3374002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -3374004.500000 Penalty: 3551.846436
	Iteration 46Q: 3 clusters Score -3374004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -3374002.750000 Penalty: 3551.846436
	Iteration 47Q: 3 clusters Score -3374003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -3374002.750000 Penalty: 3551.846436
	Iteration 48Q: 3 clusters Score -3374003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -3373999.250000 Penalty: 3551.846436
	Iteration 49Q: 3 clusters Score -3373999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -3374003.000000 Penalty: 3551.846436
	Iteration 50Q: 3 clusters Score -3374003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -3374004.250000 Penalty: 3551.846436
	Iteration 51Q: 3 clusters Score -3374004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -3374006.500000 Penalty: 3551.846436
	Iteration 52Q: 3 clusters Score -3374006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -3374003.500000 Penalty: 3551.846436
	Iteration 53Q: 3 clusters Score -3374004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -3374003.250000 Penalty: 3551.846436
	Iteration 54Q: 3 clusters Score -3374003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -3374003.250000 Penalty: 3551.846436
	Iteration 55F: 3 clusters Score -3374003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Entering Unmasked Estep 
Score: -456551.875000 Penalty: 1457.281616
	Iteration 0F: 2 clusters Score -456551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -450886.625000 Penalty: 2914.563232
	Iteration 0F: 3 clusters Score -450886.6 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -453286.656250 Penalty: 2914.563232
	Iteration 1F: 3 clusters Score -453286.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -453713.625000 Penalty: 2914.563232
	Iteration 2F: 3 clusters Score -453713.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -454036.875000 Penalty: 2914.563232
	Iteration 3F: 3 clusters Score -454036.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -454389.937500 Penalty: 2914.563232
	Iteration 4F: 3 clusters Score -454389.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -454804.406250 Penalty: 2914.563232
	Iteration 5F: 3 clusters Score -454804.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -455257.187500 Penalty: 2914.563232
	Iteration 6F: 3 clusters Score -455257.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -455711.781250 Penalty: 2914.563232
	Iteration 7F: 3 clusters Score -455711.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -456061.281250 Penalty: 2914.563232
	Iteration 8Q: 3 clusters Score -456061.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -456280.437500 Penalty: 2914.563232
	Iteration 9Q: 3 clusters Score -456280.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -456392.312500 Penalty: 2914.563232
	Iteration 10Q: 3 clusters Score -456392.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -456460.468750 Penalty: 2914.563232
	Iteration 11Q: 3 clusters Score -456460.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -456499.406250 Penalty: 2914.563232
	Iteration 12Q: 3 clusters Score -456499.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -456538.656250 Penalty: 2914.563232
	Iteration 13Q: 3 clusters Score -456538.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -456562.312500 Penalty: 2914.563232
	Iteration 14Q: 3 clusters Score -456562.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -456579.406250 Penalty: 2914.563232
	Iteration 15Q: 3 clusters Score -456579.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -456594.906250 Penalty: 2914.563232
	Iteration 16Q: 3 clusters Score -456594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -456602.062500 Penalty: 2914.563232
	Iteration 17Q: 3 clusters Score -456602.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -456610.062500 Penalty: 2914.563232
	Iteration 18Q: 3 clusters Score -456610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -456614.343750 Penalty: 2914.563232
	Iteration 19Q: 3 clusters Score -456614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -456616.437500 Penalty: 2914.563232
	Iteration 20F: 3 clusters Score -456616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -456618.656250 Penalty: 2914.563232
	Iteration 21Q: 3 clusters Score -456618.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -456623.875000 Penalty: 2914.563232
	Iteration 22Q: 3 clusters Score -456623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -456626.656250 Penalty: 2914.563232
	Iteration 23Q: 3 clusters Score -456626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -456629.312500 Penalty: 2914.563232
	Iteration 24Q: 3 clusters Score -456629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -456631.781250 Penalty: 2914.563232
	Iteration 25Q: 3 clusters Score -456631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -456633.531250 Penalty: 2914.563232
	Iteration 26Q: 3 clusters Score -456633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -456634.218750 Penalty: 2914.563232
	Iteration 27Q: 3 clusters Score -456634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -456634.218750 Penalty: 2914.563232
	Iteration 28F: 3 clusters Score -456634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 7331 members 
Entering Unmasked Estep 
Score: -30924228.000000 Penalty: 75171.351562
Splitting cluster 14 changes total score from -30924414.000000 to -30924228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -266157.312500 Penalty: 1368.646851
	Iteration 0F: 2 clusters Score -266157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -262447.968750 Penalty: 2737.293701
	Iteration 0F: 3 clusters Score -262448 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -263541.156250 Penalty: 2737.293701
	Iteration 1F: 3 clusters Score -263541.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -263861.875000 Penalty: 2737.293701
	Iteration 2F: 3 clusters Score -263861.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -264223.906250 Penalty: 2737.293701
	Iteration 3F: 3 clusters Score -264223.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -264584.281250 Penalty: 2737.293701
	Iteration 4F: 3 clusters Score -264584.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -265057.843750 Penalty: 2737.293701
	Iteration 5F: 3 clusters Score -265057.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -265776.250000 Penalty: 2737.293701
	Iteration 6F: 3 clusters Score -265776.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -266537.000000 Penalty: 2737.293701
	Iteration 7F: 3 clusters Score -266537 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -266780.875000 Penalty: 2737.293701
	Iteration 8Q: 3 clusters Score -266780.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -266857.687500 Penalty: 2737.293701
	Iteration 9Q: 3 clusters Score -266857.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -266885.000000 Penalty: 2737.293701
	Iteration 10Q: 3 clusters Score -266885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -266899.437500 Penalty: 2737.293701
	Iteration 11Q: 3 clusters Score -266899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -266907.343750 Penalty: 2737.293701
	Iteration 12Q: 3 clusters Score -266907.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -266910.375000 Penalty: 2737.293701
	Iteration 13Q: 3 clusters Score -266910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -266911.906250 Penalty: 2737.293701
	Iteration 14Q: 3 clusters Score -266911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -266913.250000 Penalty: 2737.293701
	Iteration 15Q: 3 clusters Score -266913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -266913.968750 Penalty: 2737.293701
	Iteration 16Q: 3 clusters Score -266914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -266914.218750 Penalty: 2737.293701
	Iteration 17Q: 3 clusters Score -266914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -266914.125000 Penalty: 2737.293701
	Iteration 18Q: 3 clusters Score -266914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -266913.875000 Penalty: 2737.293701
	Iteration 19Q: 3 clusters Score -266913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -266913.875000 Penalty: 2737.293701
	Iteration 20F: 3 clusters Score -266913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 3367 members 
Entering Unmasked Estep 
Score: -30924838.000000 Penalty: 75171.351562
Splitting cluster 15 changes total score from -30924414.000000 to -30924838.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -202436.015625 Penalty: 1331.472534
	Iteration 0F: 2 clusters Score -202436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -199304.281250 Penalty: 2662.945068
	Iteration 0F: 3 clusters Score -199304.3 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -200090.578125 Penalty: 2662.945068
	Iteration 1F: 3 clusters Score -200090.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -200259.140625 Penalty: 2662.945068
	Iteration 2F: 3 clusters Score -200259.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -200413.484375 Penalty: 2662.945068
	Iteration 3F: 3 clusters Score -200413.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -200635.593750 Penalty: 2662.945068
	Iteration 4F: 3 clusters Score -200635.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -200905.593750 Penalty: 2662.945068
	Iteration 5F: 3 clusters Score -200905.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -201212.453125 Penalty: 2662.945068
	Iteration 6F: 3 clusters Score -201212.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -201501.687500 Penalty: 2662.945068
	Iteration 7F: 3 clusters Score -201501.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -201671.390625 Penalty: 2662.945068
	Iteration 8F: 3 clusters Score -201671.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -201756.000000 Penalty: 2662.945068
	Iteration 9Q: 3 clusters Score -201756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -201823.984375 Penalty: 2662.945068
	Iteration 10Q: 3 clusters Score -201824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -201884.968750 Penalty: 2662.945068
	Iteration 11Q: 3 clusters Score -201885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -201943.546875 Penalty: 2662.945068
	Iteration 12Q: 3 clusters Score -201943.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -201994.125000 Penalty: 2662.945068
	Iteration 13Q: 3 clusters Score -201994.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -202033.703125 Penalty: 2662.945068
	Iteration 14Q: 3 clusters Score -202033.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -202067.546875 Penalty: 2662.945068
	Iteration 15Q: 3 clusters Score -202067.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -202093.234375 Penalty: 2662.945068
	Iteration 16Q: 3 clusters Score -202093.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -202112.171875 Penalty: 2662.945068
	Iteration 17Q: 3 clusters Score -202112.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -202127.718750 Penalty: 2662.945068
	Iteration 18Q: 3 clusters Score -202127.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -202146.515625 Penalty: 2662.945068
	Iteration 19Q: 3 clusters Score -202146.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -202166.203125 Penalty: 2662.945068
	Iteration 20F: 3 clusters Score -202166.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -202179.453125 Penalty: 2662.945068
	Iteration 21Q: 3 clusters Score -202179.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -202185.687500 Penalty: 2662.945068
	Iteration 22Q: 3 clusters Score -202185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -202193.703125 Penalty: 2662.945068
	Iteration 23Q: 3 clusters Score -202193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -202203.984375 Penalty: 2662.945068
	Iteration 24Q: 3 clusters Score -202204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -202215.546875 Penalty: 2662.945068
	Iteration 25Q: 3 clusters Score -202215.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -202227.953125 Penalty: 2662.945068
	Iteration 26Q: 3 clusters Score -202228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -202242.000000 Penalty: 2662.945068
	Iteration 27Q: 3 clusters Score -202242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -202258.171875 Penalty: 2662.945068
	Iteration 28Q: 3 clusters Score -202258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -202284.484375 Penalty: 2662.945068
	Iteration 29Q: 3 clusters Score -202284.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -202317.312500 Penalty: 2662.945068
	Iteration 30Q: 3 clusters Score -202317.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -202348.015625 Penalty: 2662.945068
	Iteration 31Q: 3 clusters Score -202348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -202365.843750 Penalty: 2662.945068
	Iteration 32Q: 3 clusters Score -202365.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -202377.593750 Penalty: 2662.945068
	Iteration 33Q: 3 clusters Score -202377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -202380.921875 Penalty: 2662.945068
	Iteration 34Q: 3 clusters Score -202380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -202383.312500 Penalty: 2662.945068
	Iteration 35Q: 3 clusters Score -202383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -202386.843750 Penalty: 2662.945068
	Iteration 36Q: 3 clusters Score -202386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -202392.578125 Penalty: 2662.945068
	Iteration 37Q: 3 clusters Score -202392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -202401.140625 Penalty: 2662.945068
	Iteration 38Q: 3 clusters Score -202401.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -202410.296875 Penalty: 2662.945068
	Iteration 39Q: 3 clusters Score -202410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -202414.937500 Penalty: 2662.945068
	Iteration 40F: 3 clusters Score -202414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -202420.406250 Penalty: 2662.945068
	Iteration 41Q: 3 clusters Score -202420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -202427.031250 Penalty: 2662.945068
	Iteration 42Q: 3 clusters Score -202427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -202438.031250 Penalty: 2662.945068
	Iteration 43Q: 3 clusters Score -202438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -202447.843750 Penalty: 2662.945068
	Iteration 44Q: 3 clusters Score -202447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -202454.843750 Penalty: 2662.945068
	Iteration 45Q: 3 clusters Score -202454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -202460.640625 Penalty: 2662.945068
	Iteration 46Q: 3 clusters Score -202460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -202464.843750 Penalty: 2662.945068
	Iteration 47Q: 3 clusters Score -202464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -202468.296875 Penalty: 2662.945068
	Iteration 48Q: 3 clusters Score -202468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -202470.718750 Penalty: 2662.945068
	Iteration 49Q: 3 clusters Score -202470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -202474.718750 Penalty: 2662.945068
	Iteration 50Q: 3 clusters Score -202474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -202476.953125 Penalty: 2662.945068
	Iteration 51Q: 3 clusters Score -202477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -202477.640625 Penalty: 2662.945068
	Iteration 52Q: 3 clusters Score -202477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -202478.359375 Penalty: 2662.945068
	Iteration 53Q: 3 clusters Score -202478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -202480.609375 Penalty: 2662.945068
	Iteration 54Q: 3 clusters Score -202480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -202482.359375 Penalty: 2662.945068
	Iteration 55Q: 3 clusters Score -202482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -202485.234375 Penalty: 2662.945068
	Iteration 56Q: 3 clusters Score -202485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -202486.187500 Penalty: 2662.945068
	Iteration 57Q: 3 clusters Score -202486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -202487.609375 Penalty: 2662.945068
	Iteration 58Q: 3 clusters Score -202487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -202489.734375 Penalty: 2662.945068
	Iteration 59Q: 3 clusters Score -202489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -202491.218750 Penalty: 2662.945068
	Iteration 60F: 3 clusters Score -202491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 3129 members 
Entering Unmasked Estep 
Score: -30924062.000000 Penalty: 77319.101562
Splitting cluster 16 changes total score from -30924414.000000 to -30924062.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (70166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Entering Unmasked Estep 
Score: -4228613.000000 Penalty: 1813.275635
	Iteration 0F: 2 clusters Score -4228613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4181666.500000 Penalty: 3626.551270
	Iteration 0F: 3 clusters Score -4181666 nChanged 33193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -4200926.500000 Penalty: 3626.551270
	Iteration 1F: 3 clusters Score -4200926 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4201812.000000 Penalty: 3626.551270
	Iteration 2Q: 3 clusters Score -4201812 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4202865.500000 Penalty: 3626.551270
	Iteration 3Q: 3 clusters Score -4202866 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -4204352.500000 Penalty: 3626.551270
	Iteration 4Q: 3 clusters Score -4204352 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -4206455.000000 Penalty: 3626.551270
	Iteration 5F: 3 clusters Score -4206455 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -4209350.000000 Penalty: 3626.551270
	Iteration 6F: 3 clusters Score -4209350 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -4213036.500000 Penalty: 3626.551270
	Iteration 7F: 3 clusters Score -4213036 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -4216629.500000 Penalty: 3626.551270
	Iteration 8F: 3 clusters Score -4216630 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -4219261.500000 Penalty: 3626.551270
	Iteration 9Q: 3 clusters Score -4219262 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -4220938.000000 Penalty: 3626.551270
	Iteration 10Q: 3 clusters Score -4220938 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -4221938.000000 Penalty: 3626.551270
	Iteration 11Q: 3 clusters Score -4221938 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -4222697.500000 Penalty: 3626.551270
	Iteration 12Q: 3 clusters Score -4222698 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -4223357.500000 Penalty: 3626.551270
	Iteration 13Q: 3 clusters Score -4223358 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -4223899.000000 Penalty: 3626.551270
	Iteration 14Q: 3 clusters Score -4223899 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -4224431.500000 Penalty: 3626.551270
	Iteration 15Q: 3 clusters Score -4224432 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -4224873.000000 Penalty: 3626.551270
	Iteration 16Q: 3 clusters Score -4224873 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -4225293.500000 Penalty: 3626.551270
	Iteration 17Q: 3 clusters Score -4225294 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -4225642.000000 Penalty: 3626.551270
	Iteration 18Q: 3 clusters Score -4225642 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -4225962.500000 Penalty: 3626.551270
	Iteration 19Q: 3 clusters Score -4225962 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -4226235.500000 Penalty: 3626.551270
	Iteration 20F: 3 clusters Score -4226236 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -4226454.000000 Penalty: 3626.551270
	Iteration 21Q: 3 clusters Score -4226454 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -4226623.500000 Penalty: 3626.551270
	Iteration 22Q: 3 clusters Score -4226624 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -4226799.500000 Penalty: 3626.551270
	Iteration 23Q: 3 clusters Score -4226800 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -4226951.000000 Penalty: 3626.551270
	Iteration 24Q: 3 clusters Score -4226951 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -4227065.000000 Penalty: 3626.551270
	Iteration 25Q: 3 clusters Score -4227065 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -4227161.500000 Penalty: 3626.551270
	Iteration 26Q: 3 clusters Score -4227162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -4227242.000000 Penalty: 3626.551270
	Iteration 27Q: 3 clusters Score -4227242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -4227321.500000 Penalty: 3626.551270
	Iteration 28Q: 3 clusters Score -4227322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -4227398.500000 Penalty: 3626.551270
	Iteration 29Q: 3 clusters Score -4227398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -4227444.500000 Penalty: 3626.551270
	Iteration 30Q: 3 clusters Score -4227444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -4227511.500000 Penalty: 3626.551270
	Iteration 31Q: 3 clusters Score -4227512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -4227605.500000 Penalty: 3626.551270
	Iteration 32Q: 3 clusters Score -4227606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -4227715.500000 Penalty: 3626.551270
	Iteration 33Q: 3 clusters Score -4227716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -4227830.500000 Penalty: 3626.551270
	Iteration 34Q: 3 clusters Score -4227830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -4227893.500000 Penalty: 3626.551270
	Iteration 35Q: 3 clusters Score -4227894 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -4227941.500000 Penalty: 3626.551270
	Iteration 36Q: 3 clusters Score -4227942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -4227965.500000 Penalty: 3626.551270
	Iteration 37Q: 3 clusters Score -4227966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -4227993.500000 Penalty: 3626.551270
	Iteration 38Q: 3 clusters Score -4227994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -4228017.000000 Penalty: 3626.551270
	Iteration 39Q: 3 clusters Score -4228017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -4228048.000000 Penalty: 3626.551270
	Iteration 40F: 3 clusters Score -4228048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -4228081.500000 Penalty: 3626.551270
	Iteration 41Q: 3 clusters Score -4228082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -4228102.000000 Penalty: 3626.551270
	Iteration 42Q: 3 clusters Score -4228102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -4228121.000000 Penalty: 3626.551270
	Iteration 43Q: 3 clusters Score -4228121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -4228147.000000 Penalty: 3626.551270
	Iteration 44Q: 3 clusters Score -4228147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -4228158.500000 Penalty: 3626.551270
	Iteration 45Q: 3 clusters Score -4228158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -4228173.500000 Penalty: 3626.551270
	Iteration 46Q: 3 clusters Score -4228174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -4228181.000000 Penalty: 3626.551270
	Iteration 47Q: 3 clusters Score -4228181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -4228194.500000 Penalty: 3626.551270
	Iteration 48Q: 3 clusters Score -4228194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -4228201.000000 Penalty: 3626.551270
	Iteration 49Q: 3 clusters Score -4228201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -4228204.500000 Penalty: 3626.551270
	Iteration 50Q: 3 clusters Score -4228204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -4228209.000000 Penalty: 3626.551270
	Iteration 51Q: 3 clusters Score -4228209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -4228211.000000 Penalty: 3626.551270
	Iteration 52Q: 3 clusters Score -4228211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -4228225.500000 Penalty: 3626.551270
	Iteration 53Q: 3 clusters Score -4228226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -4228233.000000 Penalty: 3626.551270
	Iteration 54Q: 3 clusters Score -4228233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -4228239.500000 Penalty: 3626.551270
	Iteration 55Q: 3 clusters Score -4228240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -4228245.000000 Penalty: 3626.551270
	Iteration 56Q: 3 clusters Score -4228245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -4228253.500000 Penalty: 3626.551270
	Iteration 57Q: 3 clusters Score -4228254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -4228267.000000 Penalty: 3626.551270
	Iteration 58Q: 3 clusters Score -4228267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -4228278.000000 Penalty: 3626.551270
	Iteration 59Q: 3 clusters Score -4228278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -4228287.500000 Penalty: 3626.551270
	Iteration 60F: 3 clusters Score -4228288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -4228291.000000 Penalty: 3626.551270
	Iteration 61Q: 3 clusters Score -4228291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -4228289.000000 Penalty: 3626.551270
	Iteration 62Q: 3 clusters Score -4228289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -4228293.500000 Penalty: 3626.551270
	Iteration 63Q: 3 clusters Score -4228294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -4228293.500000 Penalty: 3626.551270
	Iteration 64Q: 3 clusters Score -4228294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -4228292.500000 Penalty: 3626.551270
	Iteration 65Q: 3 clusters Score -4228292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -4228294.500000 Penalty: 3626.551270
	Iteration 66Q: 3 clusters Score -4228294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -4228292.500000 Penalty: 3626.551270
	Iteration 67Q: 3 clusters Score -4228292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -4228294.500000 Penalty: 3626.551270
	Iteration 68Q: 3 clusters Score -4228294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -4228296.000000 Penalty: 3626.551270
	Iteration 69Q: 3 clusters Score -4228296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -4228296.000000 Penalty: 3626.551270
	Iteration 70F: 3 clusters Score -4228296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -20653.906250 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -20653.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19648.343750 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -19648.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19795.609375 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -19795.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19834.523438 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -19834.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19854.703125 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -19854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19863.349609 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -19863.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19868.455078 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -19868.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19869.681641 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -19869.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19869.681641 Penalty: 1967.692871
	Iteration 7F: 3 clusters Score -19869.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -135457.625000 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -135457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -133090.718750 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -133090.7 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -133687.125000 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -133687.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -133875.671875 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -133875.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -134034.531250 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -134034.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -134180.140625 Penalty: 2537.176270
	Iteration 4F: 3 clusters Score -134180.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -134322.656250 Penalty: 2537.176270
	Iteration 5F: 3 clusters Score -134322.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -134444.812500 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -134444.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -134601.890625 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -134601.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -134824.125000 Penalty: 2537.176270
	Iteration 8F: 3 clusters Score -134824.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -135184.937500 Penalty: 2537.176270
	Iteration 9F: 3 clusters Score -135184.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -135724.375000 Penalty: 2537.176270
	Iteration 10F: 3 clusters Score -135724.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -136361.437500 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -136361.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -136536.343750 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -136536.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -136558.734375 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -136558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -136566.171875 Penalty: 2537.176270
	Iteration 14Q: 3 clusters Score -136566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -136571.828125 Penalty: 2537.176270
	Iteration 15Q: 3 clusters Score -136571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -136574.625000 Penalty: 2537.176270
	Iteration 16Q: 3 clusters Score -136574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -136576.890625 Penalty: 2537.176270
	Iteration 17Q: 3 clusters Score -136576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -136578.500000 Penalty: 2537.176270
	Iteration 18Q: 3 clusters Score -136578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -136579.609375 Penalty: 2537.176270
	Iteration 19Q: 3 clusters Score -136579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -136580.671875 Penalty: 2537.176270
	Iteration 20F: 3 clusters Score -136580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -136580.750000 Penalty: 2537.176270
	Iteration 21Q: 3 clusters Score -136580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -136580.750000 Penalty: 2537.176270
	Iteration 22F: 3 clusters Score -136580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 1477 members 
Entering Unmasked Estep 
Score: -30925098.000000 Penalty: 77319.101562
Splitting cluster 19 changes total score from -30924414.000000 to -30925098.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (11216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Entering Unmasked Estep 
Score: -675786.937500 Penalty: 1515.328125
	Iteration 0F: 2 clusters Score -675786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -667841.125000 Penalty: 3030.656250
	Iteration 0F: 3 clusters Score -667841.1 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -670334.812500 Penalty: 3030.656250
	Iteration 1F: 3 clusters Score -670334.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -670572.250000 Penalty: 3030.656250
	Iteration 2F: 3 clusters Score -670572.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -670761.437500 Penalty: 3030.656250
	Iteration 3Q: 3 clusters Score -670761.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -670922.125000 Penalty: 3030.656250
	Iteration 4Q: 3 clusters Score -670922.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -671103.500000 Penalty: 3030.656250
	Iteration 5Q: 3 clusters Score -671103.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -671322.187500 Penalty: 3030.656250
	Iteration 6Q: 3 clusters Score -671322.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -671554.687500 Penalty: 3030.656250
	Iteration 7Q: 3 clusters Score -671554.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -671825.625000 Penalty: 3030.656250
	Iteration 8Q: 3 clusters Score -671825.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -672122.937500 Penalty: 3030.656250
	Iteration 9Q: 3 clusters Score -672122.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -672496.562500 Penalty: 3030.656250
	Iteration 10F: 3 clusters Score -672496.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -672834.437500 Penalty: 3030.656250
	Iteration 11Q: 3 clusters Score -672834.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -673127.750000 Penalty: 3030.656250
	Iteration 12Q: 3 clusters Score -673127.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -673333.750000 Penalty: 3030.656250
	Iteration 13Q: 3 clusters Score -673333.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -673467.000000 Penalty: 3030.656250
	Iteration 14Q: 3 clusters Score -673467 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -673560.500000 Penalty: 3030.656250
	Iteration 15Q: 3 clusters Score -673560.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -673622.312500 Penalty: 3030.656250
	Iteration 16Q: 3 clusters Score -673622.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -673661.687500 Penalty: 3030.656250
	Iteration 17Q: 3 clusters Score -673661.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -673684.812500 Penalty: 3030.656250
	Iteration 18Q: 3 clusters Score -673684.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -673706.750000 Penalty: 3030.656250
	Iteration 19Q: 3 clusters Score -673706.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -673719.937500 Penalty: 3030.656250
	Iteration 20F: 3 clusters Score -673719.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -673729.937500 Penalty: 3030.656250
	Iteration 21Q: 3 clusters Score -673729.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -673743.437500 Penalty: 3030.656250
	Iteration 22Q: 3 clusters Score -673743.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -673752.062500 Penalty: 3030.656250
	Iteration 23Q: 3 clusters Score -673752.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -673761.125000 Penalty: 3030.656250
	Iteration 24Q: 3 clusters Score -673761.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -673770.062500 Penalty: 3030.656250
	Iteration 25Q: 3 clusters Score -673770.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -673779.937500 Penalty: 3030.656250
	Iteration 26Q: 3 clusters Score -673779.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -673789.625000 Penalty: 3030.656250
	Iteration 27Q: 3 clusters Score -673789.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -673799.125000 Penalty: 3030.656250
	Iteration 28Q: 3 clusters Score -673799.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -673809.500000 Penalty: 3030.656250
	Iteration 29Q: 3 clusters Score -673809.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -673824.000000 Penalty: 3030.656250
	Iteration 30Q: 3 clusters Score -673824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -673836.625000 Penalty: 3030.656250
	Iteration 31Q: 3 clusters Score -673836.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -673853.125000 Penalty: 3030.656250
	Iteration 32Q: 3 clusters Score -673853.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -673870.000000 Penalty: 3030.656250
	Iteration 33Q: 3 clusters Score -673870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -673889.937500 Penalty: 3030.656250
	Iteration 34Q: 3 clusters Score -673889.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -673906.937500 Penalty: 3030.656250
	Iteration 35Q: 3 clusters Score -673906.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -673922.000000 Penalty: 3030.656250
	Iteration 36Q: 3 clusters Score -673922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -673937.062500 Penalty: 3030.656250
	Iteration 37Q: 3 clusters Score -673937.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -673954.500000 Penalty: 3030.656250
	Iteration 38Q: 3 clusters Score -673954.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -673969.000000 Penalty: 3030.656250
	Iteration 39Q: 3 clusters Score -673969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -673988.312500 Penalty: 3030.656250
	Iteration 40F: 3 clusters Score -673988.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -674008.250000 Penalty: 3030.656250
	Iteration 41Q: 3 clusters Score -674008.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -674027.937500 Penalty: 3030.656250
	Iteration 42Q: 3 clusters Score -674027.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -674044.500000 Penalty: 3030.656250
	Iteration 43Q: 3 clusters Score -674044.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -674059.750000 Penalty: 3030.656250
	Iteration 44Q: 3 clusters Score -674059.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -674075.312500 Penalty: 3030.656250
	Iteration 45Q: 3 clusters Score -674075.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -674090.062500 Penalty: 3030.656250
	Iteration 46Q: 3 clusters Score -674090.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -674110.437500 Penalty: 3030.656250
	Iteration 47Q: 3 clusters Score -674110.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -674126.750000 Penalty: 3030.656250
	Iteration 48Q: 3 clusters Score -674126.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -674145.750000 Penalty: 3030.656250
	Iteration 49Q: 3 clusters Score -674145.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -674162.687500 Penalty: 3030.656250
	Iteration 50Q: 3 clusters Score -674162.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -674182.187500 Penalty: 3030.656250
	Iteration 51Q: 3 clusters Score -674182.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -674203.625000 Penalty: 3030.656250
	Iteration 52Q: 3 clusters Score -674203.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -674226.625000 Penalty: 3030.656250
	Iteration 53Q: 3 clusters Score -674226.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -674246.312500 Penalty: 3030.656250
	Iteration 54Q: 3 clusters Score -674246.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -674260.000000 Penalty: 3030.656250
	Iteration 55Q: 3 clusters Score -674260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -674270.125000 Penalty: 3030.656250
	Iteration 56Q: 3 clusters Score -674270.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -674282.687500 Penalty: 3030.656250
	Iteration 57Q: 3 clusters Score -674282.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -674300.062500 Penalty: 3030.656250
	Iteration 58Q: 3 clusters Score -674300.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -674315.562500 Penalty: 3030.656250
	Iteration 59Q: 3 clusters Score -674315.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -674327.687500 Penalty: 3030.656250
	Iteration 60F: 3 clusters Score -674327.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -674338.562500 Penalty: 3030.656250
	Iteration 61Q: 3 clusters Score -674338.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -674353.937500 Penalty: 3030.656250
	Iteration 62Q: 3 clusters Score -674353.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -674366.875000 Penalty: 3030.656250
	Iteration 63Q: 3 clusters Score -674366.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -674377.187500 Penalty: 3030.656250
	Iteration 64Q: 3 clusters Score -674377.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -674390.750000 Penalty: 3030.656250
	Iteration 65Q: 3 clusters Score -674390.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -674400.812500 Penalty: 3030.656250
	Iteration 66Q: 3 clusters Score -674400.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -674409.062500 Penalty: 3030.656250
	Iteration 67Q: 3 clusters Score -674409.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -674417.125000 Penalty: 3030.656250
	Iteration 68Q: 3 clusters Score -674417.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -674423.437500 Penalty: 3030.656250
	Iteration 69Q: 3 clusters Score -674423.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -674425.312500 Penalty: 3030.656250
	Iteration 70Q: 3 clusters Score -674425.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -674430.125000 Penalty: 3030.656250
	Iteration 71Q: 3 clusters Score -674430.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -674435.187500 Penalty: 3030.656250
	Iteration 72Q: 3 clusters Score -674435.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -674439.625000 Penalty: 3030.656250
	Iteration 73Q: 3 clusters Score -674439.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -674443.437500 Penalty: 3030.656250
	Iteration 74Q: 3 clusters Score -674443.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -674451.687500 Penalty: 3030.656250
	Iteration 75Q: 3 clusters Score -674451.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -674455.875000 Penalty: 3030.656250
	Iteration 76Q: 3 clusters Score -674455.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -674458.187500 Penalty: 3030.656250
	Iteration 77Q: 3 clusters Score -674458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -674462.562500 Penalty: 3030.656250
	Iteration 78Q: 3 clusters Score -674462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -674469.562500 Penalty: 3030.656250
	Iteration 79Q: 3 clusters Score -674469.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -674475.062500 Penalty: 3030.656250
	Iteration 80F: 3 clusters Score -674475.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -674477.062500 Penalty: 3030.656250
	Iteration 81Q: 3 clusters Score -674477.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -674482.625000 Penalty: 3030.656250
	Iteration 82Q: 3 clusters Score -674482.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -674488.312500 Penalty: 3030.656250
	Iteration 83Q: 3 clusters Score -674488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -674495.125000 Penalty: 3030.656250
	Iteration 84Q: 3 clusters Score -674495.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -674503.250000 Penalty: 3030.656250
	Iteration 85Q: 3 clusters Score -674503.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -674507.500000 Penalty: 3030.656250
	Iteration 86Q: 3 clusters Score -674507.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -674515.562500 Penalty: 3030.656250
	Iteration 87Q: 3 clusters Score -674515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -674518.500000 Penalty: 3030.656250
	Iteration 88Q: 3 clusters Score -674518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -674525.125000 Penalty: 3030.656250
	Iteration 89Q: 3 clusters Score -674525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -674527.687500 Penalty: 3030.656250
	Iteration 90Q: 3 clusters Score -674527.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -674528.500000 Penalty: 3030.656250
	Iteration 91Q: 3 clusters Score -674528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -674531.375000 Penalty: 3030.656250
	Iteration 92Q: 3 clusters Score -674531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -674533.812500 Penalty: 3030.656250
	Iteration 93Q: 3 clusters Score -674533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -674534.062500 Penalty: 3030.656250
	Iteration 94Q: 3 clusters Score -674534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -674537.312500 Penalty: 3030.656250
	Iteration 95Q: 3 clusters Score -674537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -674539.812500 Penalty: 3030.656250
	Iteration 96Q: 3 clusters Score -674539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -674539.312500 Penalty: 3030.656250
	Iteration 97Q: 3 clusters Score -674539.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -674540.500000 Penalty: 3030.656250
	Iteration 98Q: 3 clusters Score -674540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -674541.937500 Penalty: 3030.656250
	Iteration 99Q: 3 clusters Score -674541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -674541.125000 Penalty: 3030.656250
	Iteration 100F: 3 clusters Score -674541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -674541.500000 Penalty: 3030.656250
	Iteration 101Q: 3 clusters Score -674541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -674542.500000 Penalty: 3030.656250
	Iteration 102Q: 3 clusters Score -674542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -674542.500000 Penalty: 3030.656250
	Iteration 103F: 3 clusters Score -674542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Entering Unmasked Estep 
Score: -1179568.500000 Penalty: 1631.042969
	Iteration 0F: 2 clusters Score -1179568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1164162.125000 Penalty: 3262.085938
	Iteration 0F: 3 clusters Score -1164162 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1170181.500000 Penalty: 3262.085938
	Iteration 1F: 3 clusters Score -1170182 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1170828.250000 Penalty: 3262.085938
	Iteration 2F: 3 clusters Score -1170828 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1171497.250000 Penalty: 3262.085938
	Iteration 3F: 3 clusters Score -1171497 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1172222.500000 Penalty: 3262.085938
	Iteration 4F: 3 clusters Score -1172222 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1172898.875000 Penalty: 3262.085938
	Iteration 5F: 3 clusters Score -1172899 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1173526.375000 Penalty: 3262.085938
	Iteration 6Q: 3 clusters Score -1173526 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1174182.375000 Penalty: 3262.085938
	Iteration 7Q: 3 clusters Score -1174182 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1174812.625000 Penalty: 3262.085938
	Iteration 8Q: 3 clusters Score -1174813 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1175324.500000 Penalty: 3262.085938
	Iteration 9Q: 3 clusters Score -1175324 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1175663.875000 Penalty: 3262.085938
	Iteration 10Q: 3 clusters Score -1175664 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1175876.875000 Penalty: 3262.085938
	Iteration 11Q: 3 clusters Score -1175877 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1176006.375000 Penalty: 3262.085938
	Iteration 12Q: 3 clusters Score -1176006 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1176100.250000 Penalty: 3262.085938
	Iteration 13Q: 3 clusters Score -1176100 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1176167.250000 Penalty: 3262.085938
	Iteration 14Q: 3 clusters Score -1176167 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1176230.000000 Penalty: 3262.085938
	Iteration 15Q: 3 clusters Score -1176230 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1176294.250000 Penalty: 3262.085938
	Iteration 16Q: 3 clusters Score -1176294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1176364.000000 Penalty: 3262.085938
	Iteration 17Q: 3 clusters Score -1176364 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1176441.625000 Penalty: 3262.085938
	Iteration 18Q: 3 clusters Score -1176442 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1176520.750000 Penalty: 3262.085938
	Iteration 19Q: 3 clusters Score -1176521 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1176617.125000 Penalty: 3262.085938
	Iteration 20F: 3 clusters Score -1176617 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1176724.375000 Penalty: 3262.085938
	Iteration 21Q: 3 clusters Score -1176724 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1176842.625000 Penalty: 3262.085938
	Iteration 22Q: 3 clusters Score -1176843 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1176981.000000 Penalty: 3262.085938
	Iteration 23Q: 3 clusters Score -1176981 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1177114.250000 Penalty: 3262.085938
	Iteration 24Q: 3 clusters Score -1177114 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1177254.375000 Penalty: 3262.085938
	Iteration 25Q: 3 clusters Score -1177254 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1177388.500000 Penalty: 3262.085938
	Iteration 26Q: 3 clusters Score -1177388 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1177513.125000 Penalty: 3262.085938
	Iteration 27Q: 3 clusters Score -1177513 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1177678.875000 Penalty: 3262.085938
	Iteration 28Q: 3 clusters Score -1177679 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -1177842.875000 Penalty: 3262.085938
	Iteration 29Q: 3 clusters Score -1177843 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1177990.500000 Penalty: 3262.085938
	Iteration 30Q: 3 clusters Score -1177990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1178113.375000 Penalty: 3262.085938
	Iteration 31Q: 3 clusters Score -1178113 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1178216.125000 Penalty: 3262.085938
	Iteration 32Q: 3 clusters Score -1178216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1178306.125000 Penalty: 3262.085938
	Iteration 33Q: 3 clusters Score -1178306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1178382.500000 Penalty: 3262.085938
	Iteration 34Q: 3 clusters Score -1178382 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1178430.625000 Penalty: 3262.085938
	Iteration 35Q: 3 clusters Score -1178431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -1178480.625000 Penalty: 3262.085938
	Iteration 36Q: 3 clusters Score -1178481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -1178549.125000 Penalty: 3262.085938
	Iteration 37Q: 3 clusters Score -1178549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1178621.750000 Penalty: 3262.085938
	Iteration 38Q: 3 clusters Score -1178622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -1178689.875000 Penalty: 3262.085938
	Iteration 39Q: 3 clusters Score -1178690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -1178727.875000 Penalty: 3262.085938
	Iteration 40F: 3 clusters Score -1178728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -1178748.625000 Penalty: 3262.085938
	Iteration 41Q: 3 clusters Score -1178749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1178771.875000 Penalty: 3262.085938
	Iteration 42Q: 3 clusters Score -1178772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1178780.375000 Penalty: 3262.085938
	Iteration 43Q: 3 clusters Score -1178780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1178787.750000 Penalty: 3262.085938
	Iteration 44Q: 3 clusters Score -1178788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1178793.500000 Penalty: 3262.085938
	Iteration 45Q: 3 clusters Score -1178794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1178802.875000 Penalty: 3262.085938
	Iteration 46Q: 3 clusters Score -1178803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -1178804.375000 Penalty: 3262.085938
	Iteration 47Q: 3 clusters Score -1178804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1178806.000000 Penalty: 3262.085938
	Iteration 48Q: 3 clusters Score -1178806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1178807.000000 Penalty: 3262.085938
	Iteration 49Q: 3 clusters Score -1178807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -1178807.625000 Penalty: 3262.085938
	Iteration 50Q: 3 clusters Score -1178808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1178807.500000 Penalty: 3262.085938
	Iteration 51Q: 3 clusters Score -1178808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1178807.000000 Penalty: 3262.085938
	Iteration 52Q: 3 clusters Score -1178807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1178807.250000 Penalty: 3262.085938
	Iteration 53Q: 3 clusters Score -1178807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1178810.125000 Penalty: 3262.085938
	Iteration 54Q: 3 clusters Score -1178810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -1178811.375000 Penalty: 3262.085938
	Iteration 55Q: 3 clusters Score -1178811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1178813.125000 Penalty: 3262.085938
	Iteration 56Q: 3 clusters Score -1178813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -1178812.750000 Penalty: 3262.085938
	Iteration 57Q: 3 clusters Score -1178813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1178814.000000 Penalty: 3262.085938
	Iteration 58Q: 3 clusters Score -1178814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -1178816.375000 Penalty: 3262.085938
	Iteration 59Q: 3 clusters Score -1178816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1178819.500000 Penalty: 3262.085938
	Iteration 60F: 3 clusters Score -1178820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1178818.250000 Penalty: 3262.085938
	Iteration 61Q: 3 clusters Score -1178818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -1178821.000000 Penalty: 3262.085938
	Iteration 62Q: 3 clusters Score -1178821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1178822.375000 Penalty: 3262.085938
	Iteration 63Q: 3 clusters Score -1178822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -1178823.125000 Penalty: 3262.085938
	Iteration 64Q: 3 clusters Score -1178823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -1178824.125000 Penalty: 3262.085938
	Iteration 65Q: 3 clusters Score -1178824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1178827.625000 Penalty: 3262.085938
	Iteration 66Q: 3 clusters Score -1178828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1178827.750000 Penalty: 3262.085938
	Iteration 67Q: 3 clusters Score -1178828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1178829.375000 Penalty: 3262.085938
	Iteration 68Q: 3 clusters Score -1178829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1178830.375000 Penalty: 3262.085938
	Iteration 69Q: 3 clusters Score -1178830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1178830.125000 Penalty: 3262.085938
	Iteration 70Q: 3 clusters Score -1178830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1178830.625000 Penalty: 3262.085938
	Iteration 71Q: 3 clusters Score -1178831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1178832.125000 Penalty: 3262.085938
	Iteration 72Q: 3 clusters Score -1178832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1178832.000000 Penalty: 3262.085938
	Iteration 73Q: 3 clusters Score -1178832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1178832.000000 Penalty: 3262.085938
	Iteration 74F: 3 clusters Score -1178832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Entering Unmasked Estep 
Score: -3986209.000000 Penalty: 1802.445312
	Iteration 0F: 2 clusters Score -3986209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3942369.500000 Penalty: 3604.890625
	Iteration 0F: 3 clusters Score -3942370 nChanged 31053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3960205.250000 Penalty: 3604.890625
	Iteration 1F: 3 clusters Score -3960205 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3960922.500000 Penalty: 3604.890625
	Iteration 2Q: 3 clusters Score -3960922 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3961919.000000 Penalty: 3604.890625
	Iteration 3Q: 3 clusters Score -3961919 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3963336.750000 Penalty: 3604.890625
	Iteration 4Q: 3 clusters Score -3963337 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3965429.250000 Penalty: 3604.890625
	Iteration 5F: 3 clusters Score -3965429 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3968145.000000 Penalty: 3604.890625
	Iteration 6F: 3 clusters Score -3968145 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3970995.750000 Penalty: 3604.890625
	Iteration 7F: 3 clusters Score -3970996 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3973428.000000 Penalty: 3604.890625
	Iteration 8F: 3 clusters Score -3973428 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3975402.000000 Penalty: 3604.890625
	Iteration 9F: 3 clusters Score -3975402 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3977073.250000 Penalty: 3604.890625
	Iteration 10Q: 3 clusters Score -3977073 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3978719.750000 Penalty: 3604.890625
	Iteration 11Q: 3 clusters Score -3978720 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3980233.250000 Penalty: 3604.890625
	Iteration 12Q: 3 clusters Score -3980233 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3981528.000000 Penalty: 3604.890625
	Iteration 13Q: 3 clusters Score -3981528 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3982558.000000 Penalty: 3604.890625
	Iteration 14Q: 3 clusters Score -3982558 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3983286.750000 Penalty: 3604.890625
	Iteration 15Q: 3 clusters Score -3983287 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3983829.250000 Penalty: 3604.890625
	Iteration 16Q: 3 clusters Score -3983829 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3984153.500000 Penalty: 3604.890625
	Iteration 17Q: 3 clusters Score -3984154 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3984315.500000 Penalty: 3604.890625
	Iteration 18Q: 3 clusters Score -3984316 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3984431.500000 Penalty: 3604.890625
	Iteration 19Q: 3 clusters Score -3984432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3984482.250000 Penalty: 3604.890625
	Iteration 20F: 3 clusters Score -3984482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3984521.750000 Penalty: 3604.890625
	Iteration 21Q: 3 clusters Score -3984522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3984562.250000 Penalty: 3604.890625
	Iteration 22Q: 3 clusters Score -3984562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3984594.000000 Penalty: 3604.890625
	Iteration 23Q: 3 clusters Score -3984594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3984633.500000 Penalty: 3604.890625
	Iteration 24Q: 3 clusters Score -3984634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3984662.000000 Penalty: 3604.890625
	Iteration 25Q: 3 clusters Score -3984662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3984676.500000 Penalty: 3604.890625
	Iteration 26Q: 3 clusters Score -3984676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3984698.750000 Penalty: 3604.890625
	Iteration 27Q: 3 clusters Score -3984699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3984721.500000 Penalty: 3604.890625
	Iteration 28Q: 3 clusters Score -3984722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3984740.250000 Penalty: 3604.890625
	Iteration 29Q: 3 clusters Score -3984740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3984749.500000 Penalty: 3604.890625
	Iteration 30Q: 3 clusters Score -3984750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3984763.500000 Penalty: 3604.890625
	Iteration 31Q: 3 clusters Score -3984764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3984777.750000 Penalty: 3604.890625
	Iteration 32Q: 3 clusters Score -3984778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3984789.250000 Penalty: 3604.890625
	Iteration 33Q: 3 clusters Score -3984789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3984791.750000 Penalty: 3604.890625
	Iteration 34Q: 3 clusters Score -3984792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3984802.500000 Penalty: 3604.890625
	Iteration 35Q: 3 clusters Score -3984802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3984800.750000 Penalty: 3604.890625
	Iteration 36Q: 3 clusters Score -3984801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3984805.250000 Penalty: 3604.890625
	Iteration 37Q: 3 clusters Score -3984805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3984802.750000 Penalty: 3604.890625
	Iteration 38Q: 3 clusters Score -3984803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3984803.500000 Penalty: 3604.890625
	Iteration 39Q: 3 clusters Score -3984804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3984805.500000 Penalty: 3604.890625
	Iteration 40F: 3 clusters Score -3984806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -223806.687500 Penalty: 1339.618896
	Iteration 0F: 2 clusters Score -223806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -220622.062500 Penalty: 2679.237793
	Iteration 0F: 3 clusters Score -220622.1 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -221525.343750 Penalty: 2679.237793
	Iteration 1F: 3 clusters Score -221525.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -221815.984375 Penalty: 2679.237793
	Iteration 2F: 3 clusters Score -221816 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -222114.046875 Penalty: 2679.237793
	Iteration 3F: 3 clusters Score -222114 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -222498.671875 Penalty: 2679.237793
	Iteration 4F: 3 clusters Score -222498.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -222832.703125 Penalty: 2679.237793
	Iteration 5F: 3 clusters Score -222832.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -223038.234375 Penalty: 2679.237793
	Iteration 6F: 3 clusters Score -223038.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -223167.765625 Penalty: 2679.237793
	Iteration 7Q: 3 clusters Score -223167.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -223231.953125 Penalty: 2679.237793
	Iteration 8Q: 3 clusters Score -223232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -223263.515625 Penalty: 2679.237793
	Iteration 9Q: 3 clusters Score -223263.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -223288.109375 Penalty: 2679.237793
	Iteration 10Q: 3 clusters Score -223288.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -223312.156250 Penalty: 2679.237793
	Iteration 11Q: 3 clusters Score -223312.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -223339.843750 Penalty: 2679.237793
	Iteration 12Q: 3 clusters Score -223339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -223352.046875 Penalty: 2679.237793
	Iteration 13Q: 3 clusters Score -223352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -223357.578125 Penalty: 2679.237793
	Iteration 14Q: 3 clusters Score -223357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -223361.140625 Penalty: 2679.237793
	Iteration 15Q: 3 clusters Score -223361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -223363.656250 Penalty: 2679.237793
	Iteration 16Q: 3 clusters Score -223363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -223365.593750 Penalty: 2679.237793
	Iteration 17Q: 3 clusters Score -223365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -223365.843750 Penalty: 2679.237793
	Iteration 18Q: 3 clusters Score -223365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -223366.093750 Penalty: 2679.237793
	Iteration 19Q: 3 clusters Score -223366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -223366.093750 Penalty: 2679.237793
	Iteration 20F: 3 clusters Score -223366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -253800.265625 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -253800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -250174.203125 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -250174.2 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -251134.437500 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -251134.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -251334.859375 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -251334.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -251465.828125 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -251465.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -251561.250000 Penalty: 2723.275635
	Iteration 4Q: 3 clusters Score -251561.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -251646.265625 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -251646.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -251725.937500 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -251725.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -251803.218750 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -251803.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -251879.656250 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -251879.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -251938.718750 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -251938.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -251996.718750 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -251996.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -252053.484375 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -252053.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -252115.453125 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -252115.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -252190.000000 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -252190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -252257.062500 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -252257.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -252327.484375 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -252327.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -252391.890625 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -252391.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -252453.234375 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -252453.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -252499.187500 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -252499.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -252544.015625 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -252544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -252581.062500 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -252581.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -252603.515625 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -252603.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -252616.437500 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -252616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -252622.140625 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -252622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -252632.093750 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -252632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -252642.062500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -252642.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -252650.687500 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -252650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -252654.515625 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -252654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -252657.062500 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -252657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -252659.390625 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -252659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -252659.390625 Penalty: 2723.275635
	Iteration 30F: 3 clusters Score -252659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -65432.972656 Penalty: 1189.154907
	Iteration 0F: 2 clusters Score -65432.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -63699.378906 Penalty: 2378.309814
	Iteration 0F: 3 clusters Score -63699.38 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -64231.281250 Penalty: 2378.309814
	Iteration 1F: 3 clusters Score -64231.28 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64519.328125 Penalty: 2378.309814
	Iteration 2F: 3 clusters Score -64519.33 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -64727.667969 Penalty: 2378.309814
	Iteration 3F: 3 clusters Score -64727.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -64855.531250 Penalty: 2378.309814
	Iteration 4F: 3 clusters Score -64855.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64942.300781 Penalty: 2378.309814
	Iteration 5Q: 3 clusters Score -64942.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64989.164062 Penalty: 2378.309814
	Iteration 6Q: 3 clusters Score -64989.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65025.804688 Penalty: 2378.309814
	Iteration 7Q: 3 clusters Score -65025.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -65060.839844 Penalty: 2378.309814
	Iteration 8Q: 3 clusters Score -65060.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -65085.996094 Penalty: 2378.309814
	Iteration 9Q: 3 clusters Score -65086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -65107.210938 Penalty: 2378.309814
	Iteration 10Q: 3 clusters Score -65107.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -65118.734375 Penalty: 2378.309814
	Iteration 11Q: 3 clusters Score -65118.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -65129.941406 Penalty: 2378.309814
	Iteration 12Q: 3 clusters Score -65129.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -65141.320312 Penalty: 2378.309814
	Iteration 13Q: 3 clusters Score -65141.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -65145.343750 Penalty: 2378.309814
	Iteration 14Q: 3 clusters Score -65145.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65150.535156 Penalty: 2378.309814
	Iteration 15Q: 3 clusters Score -65150.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -65153.484375 Penalty: 2378.309814
	Iteration 16Q: 3 clusters Score -65153.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -65157.171875 Penalty: 2378.309814
	Iteration 17Q: 3 clusters Score -65157.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -65160.792969 Penalty: 2378.309814
	Iteration 18Q: 3 clusters Score -65160.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65164.734375 Penalty: 2378.309814
	Iteration 19Q: 3 clusters Score -65164.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -65165.777344 Penalty: 2378.309814
	Iteration 20F: 3 clusters Score -65165.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Entering Unmasked Estep 
Score: -1537169.000000 Penalty: 1647.605835
	Iteration 0F: 2 clusters Score -1537169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1520180.375000 Penalty: 3295.211670
	Iteration 0F: 3 clusters Score -1520180 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1526334.750000 Penalty: 3295.211670
	Iteration 1F: 3 clusters Score -1526335 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1526685.500000 Penalty: 3295.211670
	Iteration 2Q: 3 clusters Score -1526686 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1527010.500000 Penalty: 3295.211670
	Iteration 3Q: 3 clusters Score -1527010 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1527377.250000 Penalty: 3295.211670
	Iteration 4Q: 3 clusters Score -1527377 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1527903.750000 Penalty: 3295.211670
	Iteration 5Q: 3 clusters Score -1527904 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1528658.125000 Penalty: 3295.211670
	Iteration 6F: 3 clusters Score -1528658 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1529769.875000 Penalty: 3295.211670
	Iteration 7F: 3 clusters Score -1529770 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1531278.750000 Penalty: 3295.211670
	Iteration 8F: 3 clusters Score -1531279 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1532891.750000 Penalty: 3295.211670
	Iteration 9F: 3 clusters Score -1532892 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1534157.250000 Penalty: 3295.211670
	Iteration 10F: 3 clusters Score -1534157 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1534984.875000 Penalty: 3295.211670
	Iteration 11Q: 3 clusters Score -1534985 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1535381.375000 Penalty: 3295.211670
	Iteration 12Q: 3 clusters Score -1535381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1535547.875000 Penalty: 3295.211670
	Iteration 13Q: 3 clusters Score -1535548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1535641.375000 Penalty: 3295.211670
	Iteration 14Q: 3 clusters Score -1535641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1535693.375000 Penalty: 3295.211670
	Iteration 15Q: 3 clusters Score -1535693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1535711.125000 Penalty: 3295.211670
	Iteration 16Q: 3 clusters Score -1535711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1535733.625000 Penalty: 3295.211670
	Iteration 17Q: 3 clusters Score -1535734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1535751.125000 Penalty: 3295.211670
	Iteration 18Q: 3 clusters Score -1535751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1535761.875000 Penalty: 3295.211670
	Iteration 19Q: 3 clusters Score -1535762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1535769.875000 Penalty: 3295.211670
	Iteration 20F: 3 clusters Score -1535770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1535775.500000 Penalty: 3295.211670
	Iteration 21Q: 3 clusters Score -1535776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1535775.875000 Penalty: 3295.211670
	Iteration 22Q: 3 clusters Score -1535776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1535775.875000 Penalty: 3295.211670
	Iteration 23F: 3 clusters Score -1535776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Entering Unmasked Estep 
Score: -551555.750000 Penalty: 1489.402222
	Iteration 0F: 2 clusters Score -551555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -544707.875000 Penalty: 2978.804443
	Iteration 0F: 3 clusters Score -544707.9 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -547401.937500 Penalty: 2978.804443
	Iteration 1F: 3 clusters Score -547401.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -548047.750000 Penalty: 2978.804443
	Iteration 2F: 3 clusters Score -548047.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -548691.187500 Penalty: 2978.804443
	Iteration 3F: 3 clusters Score -548691.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -549240.812500 Penalty: 2978.804443
	Iteration 4F: 3 clusters Score -549240.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -549662.250000 Penalty: 2978.804443
	Iteration 5F: 3 clusters Score -549662.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -550048.250000 Penalty: 2978.804443
	Iteration 6F: 3 clusters Score -550048.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -550419.312500 Penalty: 2978.804443
	Iteration 7Q: 3 clusters Score -550419.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -550776.312500 Penalty: 2978.804443
	Iteration 8Q: 3 clusters Score -550776.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -551104.062500 Penalty: 2978.804443
	Iteration 9Q: 3 clusters Score -551104.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -551307.562500 Penalty: 2978.804443
	Iteration 10Q: 3 clusters Score -551307.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -551440.312500 Penalty: 2978.804443
	Iteration 11Q: 3 clusters Score -551440.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -551515.187500 Penalty: 2978.804443
	Iteration 12Q: 3 clusters Score -551515.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -551561.000000 Penalty: 2978.804443
	Iteration 13Q: 3 clusters Score -551561 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -551605.125000 Penalty: 2978.804443
	Iteration 14Q: 3 clusters Score -551605.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -551635.250000 Penalty: 2978.804443
	Iteration 15Q: 3 clusters Score -551635.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -551650.187500 Penalty: 2978.804443
	Iteration 16Q: 3 clusters Score -551650.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -551659.937500 Penalty: 2978.804443
	Iteration 17Q: 3 clusters Score -551659.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -551665.437500 Penalty: 2978.804443
	Iteration 18Q: 3 clusters Score -551665.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -551670.437500 Penalty: 2978.804443
	Iteration 19Q: 3 clusters Score -551670.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -551676.437500 Penalty: 2978.804443
	Iteration 20F: 3 clusters Score -551676.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -551683.875000 Penalty: 2978.804443
	Iteration 21Q: 3 clusters Score -551683.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -551689.812500 Penalty: 2978.804443
	Iteration 22Q: 3 clusters Score -551689.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -551694.375000 Penalty: 2978.804443
	Iteration 23Q: 3 clusters Score -551694.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -551697.250000 Penalty: 2978.804443
	Iteration 24Q: 3 clusters Score -551697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -551697.937500 Penalty: 2978.804443
	Iteration 25Q: 3 clusters Score -551697.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -551702.625000 Penalty: 2978.804443
	Iteration 26Q: 3 clusters Score -551702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -551702.375000 Penalty: 2978.804443
	Iteration 27Q: 3 clusters Score -551702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -551702.562500 Penalty: 2978.804443
	Iteration 28Q: 3 clusters Score -551702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -551704.937500 Penalty: 2978.804443
	Iteration 29Q: 3 clusters Score -551704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -551705.687500 Penalty: 2978.804443
	Iteration 30Q: 3 clusters Score -551705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -551705.687500 Penalty: 2978.804443
	Iteration 31Q: 3 clusters Score -551705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -551706.312500 Penalty: 2978.804443
	Iteration 32Q: 3 clusters Score -551706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -551706.875000 Penalty: 2978.804443
	Iteration 33Q: 3 clusters Score -551706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -551705.500000 Penalty: 2978.804443
	Iteration 34Q: 3 clusters Score -551705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -551707.312500 Penalty: 2978.804443
	Iteration 35Q: 3 clusters Score -551707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -551707.375000 Penalty: 2978.804443
	Iteration 36Q: 3 clusters Score -551707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -551706.937500 Penalty: 2978.804443
	Iteration 37Q: 3 clusters Score -551706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -551706.875000 Penalty: 2978.804443
	Iteration 38Q: 3 clusters Score -551706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -551706.875000 Penalty: 2978.804443
	Iteration 39F: 3 clusters Score -551706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 3039 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 6523 members 
Entering Unmasked Estep 
Score: -30924628.000000 Penalty: 79466.859375
Splitting cluster 27 changes total score from -30924414.000000 to -30924628.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (10537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Entering Unmasked Estep 
Score: -632002.937500 Penalty: 1505.180420
	Iteration 0F: 2 clusters Score -632002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -624519.312500 Penalty: 3010.360840
	Iteration 0F: 3 clusters Score -624519.3 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -626976.937500 Penalty: 3010.360840
	Iteration 1F: 3 clusters Score -626976.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -627308.750000 Penalty: 3010.360840
	Iteration 2F: 3 clusters Score -627308.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -627598.625000 Penalty: 3010.360840
	Iteration 3F: 3 clusters Score -627598.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -627894.750000 Penalty: 3010.360840
	Iteration 4Q: 3 clusters Score -627894.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -628181.250000 Penalty: 3010.360840
	Iteration 5Q: 3 clusters Score -628181.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -628458.562500 Penalty: 3010.360840
	Iteration 6Q: 3 clusters Score -628458.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -628695.187500 Penalty: 3010.360840
	Iteration 7Q: 3 clusters Score -628695.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -628884.687500 Penalty: 3010.360840
	Iteration 8Q: 3 clusters Score -628884.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -629066.000000 Penalty: 3010.360840
	Iteration 9Q: 3 clusters Score -629066 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -629252.562500 Penalty: 3010.360840
	Iteration 10Q: 3 clusters Score -629252.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -629445.812500 Penalty: 3010.360840
	Iteration 11Q: 3 clusters Score -629445.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -629664.000000 Penalty: 3010.360840
	Iteration 12Q: 3 clusters Score -629664 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -629877.937500 Penalty: 3010.360840
	Iteration 13Q: 3 clusters Score -629877.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -630028.375000 Penalty: 3010.360840
	Iteration 14Q: 3 clusters Score -630028.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -630142.062500 Penalty: 3010.360840
	Iteration 15Q: 3 clusters Score -630142.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -630227.687500 Penalty: 3010.360840
	Iteration 16Q: 3 clusters Score -630227.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -630289.937500 Penalty: 3010.360840
	Iteration 17Q: 3 clusters Score -630289.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -630337.062500 Penalty: 3010.360840
	Iteration 18Q: 3 clusters Score -630337.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -630376.000000 Penalty: 3010.360840
	Iteration 19Q: 3 clusters Score -630376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -630401.062500 Penalty: 3010.360840
	Iteration 20F: 3 clusters Score -630401.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -630424.250000 Penalty: 3010.360840
	Iteration 21Q: 3 clusters Score -630424.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -630442.250000 Penalty: 3010.360840
	Iteration 22Q: 3 clusters Score -630442.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -630453.750000 Penalty: 3010.360840
	Iteration 23Q: 3 clusters Score -630453.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -630470.187500 Penalty: 3010.360840
	Iteration 24Q: 3 clusters Score -630470.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -630479.937500 Penalty: 3010.360840
	Iteration 25Q: 3 clusters Score -630479.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -630492.312500 Penalty: 3010.360840
	Iteration 26Q: 3 clusters Score -630492.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -630505.187500 Penalty: 3010.360840
	Iteration 27Q: 3 clusters Score -630505.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -630518.437500 Penalty: 3010.360840
	Iteration 28Q: 3 clusters Score -630518.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -630535.812500 Penalty: 3010.360840
	Iteration 29Q: 3 clusters Score -630535.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -630552.125000 Penalty: 3010.360840
	Iteration 30Q: 3 clusters Score -630552.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -630568.875000 Penalty: 3010.360840
	Iteration 31Q: 3 clusters Score -630568.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -630584.312500 Penalty: 3010.360840
	Iteration 32Q: 3 clusters Score -630584.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -630598.500000 Penalty: 3010.360840
	Iteration 33Q: 3 clusters Score -630598.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -630616.062500 Penalty: 3010.360840
	Iteration 34Q: 3 clusters Score -630616.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -630629.187500 Penalty: 3010.360840
	Iteration 35Q: 3 clusters Score -630629.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -630645.875000 Penalty: 3010.360840
	Iteration 36Q: 3 clusters Score -630645.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -630667.625000 Penalty: 3010.360840
	Iteration 37Q: 3 clusters Score -630667.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -630695.250000 Penalty: 3010.360840
	Iteration 38Q: 3 clusters Score -630695.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -630722.187500 Penalty: 3010.360840
	Iteration 39Q: 3 clusters Score -630722.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -630755.625000 Penalty: 3010.360840
	Iteration 40F: 3 clusters Score -630755.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -630801.250000 Penalty: 3010.360840
	Iteration 41Q: 3 clusters Score -630801.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -630851.250000 Penalty: 3010.360840
	Iteration 42Q: 3 clusters Score -630851.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -630894.125000 Penalty: 3010.360840
	Iteration 43Q: 3 clusters Score -630894.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -630946.062500 Penalty: 3010.360840
	Iteration 44Q: 3 clusters Score -630946.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -630993.750000 Penalty: 3010.360840
	Iteration 45Q: 3 clusters Score -630993.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -631047.812500 Penalty: 3010.360840
	Iteration 46Q: 3 clusters Score -631047.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -631107.812500 Penalty: 3010.360840
	Iteration 47Q: 3 clusters Score -631107.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -631175.875000 Penalty: 3010.360840
	Iteration 48Q: 3 clusters Score -631175.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -631266.250000 Penalty: 3010.360840
	Iteration 49Q: 3 clusters Score -631266.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -631378.000000 Penalty: 3010.360840
	Iteration 50Q: 3 clusters Score -631378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -631481.812500 Penalty: 3010.360840
	Iteration 51Q: 3 clusters Score -631481.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -631548.750000 Penalty: 3010.360840
	Iteration 52Q: 3 clusters Score -631548.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -631592.062500 Penalty: 3010.360840
	Iteration 53Q: 3 clusters Score -631592.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -631627.687500 Penalty: 3010.360840
	Iteration 54Q: 3 clusters Score -631627.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -631655.562500 Penalty: 3010.360840
	Iteration 55Q: 3 clusters Score -631655.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -631672.562500 Penalty: 3010.360840
	Iteration 56Q: 3 clusters Score -631672.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -631683.500000 Penalty: 3010.360840
	Iteration 57Q: 3 clusters Score -631683.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -631689.187500 Penalty: 3010.360840
	Iteration 58Q: 3 clusters Score -631689.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -631696.750000 Penalty: 3010.360840
	Iteration 59Q: 3 clusters Score -631696.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -631698.750000 Penalty: 3010.360840
	Iteration 60F: 3 clusters Score -631698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -631701.375000 Penalty: 3010.360840
	Iteration 61Q: 3 clusters Score -631701.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -631706.250000 Penalty: 3010.360840
	Iteration 62Q: 3 clusters Score -631706.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -631709.875000 Penalty: 3010.360840
	Iteration 63Q: 3 clusters Score -631709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -631712.062500 Penalty: 3010.360840
	Iteration 64Q: 3 clusters Score -631712.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -631715.187500 Penalty: 3010.360840
	Iteration 65Q: 3 clusters Score -631715.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -631717.250000 Penalty: 3010.360840
	Iteration 66Q: 3 clusters Score -631717.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -631725.375000 Penalty: 3010.360840
	Iteration 67Q: 3 clusters Score -631725.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -631730.312500 Penalty: 3010.360840
	Iteration 68Q: 3 clusters Score -631730.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -631732.375000 Penalty: 3010.360840
	Iteration 69Q: 3 clusters Score -631732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -631736.062500 Penalty: 3010.360840
	Iteration 70Q: 3 clusters Score -631736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -631738.937500 Penalty: 3010.360840
	Iteration 71Q: 3 clusters Score -631738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -631738.062500 Penalty: 3010.360840
	Iteration 72Q: 3 clusters Score -631738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -631739.812500 Penalty: 3010.360840
	Iteration 73Q: 3 clusters Score -631739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -631742.937500 Penalty: 3010.360840
	Iteration 74Q: 3 clusters Score -631742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -631745.437500 Penalty: 3010.360840
	Iteration 75Q: 3 clusters Score -631745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -631749.500000 Penalty: 3010.360840
	Iteration 76Q: 3 clusters Score -631749.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -631751.562500 Penalty: 3010.360840
	Iteration 77Q: 3 clusters Score -631751.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -631754.812500 Penalty: 3010.360840
	Iteration 78Q: 3 clusters Score -631754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -631756.812500 Penalty: 3010.360840
	Iteration 79Q: 3 clusters Score -631756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -631756.687500 Penalty: 3010.360840
	Iteration 80F: 3 clusters Score -631756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -631759.375000 Penalty: 3010.360840
	Iteration 81Q: 3 clusters Score -631759.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -631760.062500 Penalty: 3010.360840
	Iteration 82Q: 3 clusters Score -631760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -631762.562500 Penalty: 3010.360840
	Iteration 83Q: 3 clusters Score -631762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -631762.250000 Penalty: 3010.360840
	Iteration 84Q: 3 clusters Score -631762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -631762.875000 Penalty: 3010.360840
	Iteration 85Q: 3 clusters Score -631762.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -631766.562500 Penalty: 3010.360840
	Iteration 86Q: 3 clusters Score -631766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -631767.875000 Penalty: 3010.360840
	Iteration 87Q: 3 clusters Score -631767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -631768.187500 Penalty: 3010.360840
	Iteration 88Q: 3 clusters Score -631768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -631770.062500 Penalty: 3010.360840
	Iteration 89Q: 3 clusters Score -631770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -631770.250000 Penalty: 3010.360840
	Iteration 90Q: 3 clusters Score -631770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -631771.687500 Penalty: 3010.360840
	Iteration 91Q: 3 clusters Score -631771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -631770.812500 Penalty: 3010.360840
	Iteration 92Q: 3 clusters Score -631770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -631771.125000 Penalty: 3010.360840
	Iteration 93Q: 3 clusters Score -631771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -631771.125000 Penalty: 3010.360840
	Iteration 94F: 3 clusters Score -631771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -248070.125000 Penalty: 1367.103271
	Iteration 0F: 2 clusters Score -248070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -244421.234375 Penalty: 2734.206543
	Iteration 0F: 3 clusters Score -244421.2 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -245715.687500 Penalty: 2734.206543
	Iteration 1F: 3 clusters Score -245715.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -246251.843750 Penalty: 2734.206543
	Iteration 2F: 3 clusters Score -246251.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -247075.218750 Penalty: 2734.206543
	Iteration 3F: 3 clusters Score -247075.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -248470.625000 Penalty: 2734.206543
	Iteration 4F: 3 clusters Score -248470.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -249551.843750 Penalty: 2734.206543
	Iteration 5F: 3 clusters Score -249551.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -249874.593750 Penalty: 2734.206543
	Iteration 6Q: 3 clusters Score -249874.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -249930.156250 Penalty: 2734.206543
	Iteration 7Q: 3 clusters Score -249930.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -249940.046875 Penalty: 2734.206543
	Iteration 8Q: 3 clusters Score -249940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -249943.953125 Penalty: 2734.206543
	Iteration 9Q: 3 clusters Score -249944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -249945.906250 Penalty: 2734.206543
	Iteration 10Q: 3 clusters Score -249945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -249947.062500 Penalty: 2734.206543
	Iteration 11Q: 3 clusters Score -249947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -249947.062500 Penalty: 2734.206543
	Iteration 12Q: 3 clusters Score -249947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -249947.062500 Penalty: 2734.206543
	Iteration 13F: 3 clusters Score -249947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 3039 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 2185 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 6523 members 
Mstep: Class 38 contains 2320 members 
Entering Unmasked Estep 
Score: -30925732.000000 Penalty: 81614.609375
Splitting cluster 29 changes total score from -30924414.000000 to -30925732.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -248867.453125 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -248867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -245245.828125 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -245245.8 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -246272.031250 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -246272 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -246502.718750 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -246502.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -246656.687500 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -246656.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -246787.796875 Penalty: 2724.095215
	Iteration 4Q: 3 clusters Score -246787.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -246938.796875 Penalty: 2724.095215
	Iteration 5Q: 3 clusters Score -246938.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -247109.062500 Penalty: 2724.095215
	Iteration 6Q: 3 clusters Score -247109.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -247379.750000 Penalty: 2724.095215
	Iteration 7F: 3 clusters Score -247379.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -247736.437500 Penalty: 2724.095215
	Iteration 8F: 3 clusters Score -247736.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -248030.468750 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -248030.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -248171.250000 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -248171.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -248238.218750 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -248238.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -248272.906250 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -248272.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -248289.218750 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -248289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -248298.250000 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -248298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -248307.890625 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -248307.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -248317.421875 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -248317.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -248324.546875 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -248324.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -248330.906250 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -248330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -248336.750000 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -248336.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -248341.031250 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -248341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -248346.812500 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -248346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -248349.046875 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -248349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -248352.687500 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -248352.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -248356.234375 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -248356.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -248361.375000 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -248361.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -248368.046875 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -248368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -248373.656250 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -248373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -248376.890625 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -248376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -248380.656250 Penalty: 2724.095215
	Iteration 29Q: 3 clusters Score -248380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -248382.921875 Penalty: 2724.095215
	Iteration 30Q: 3 clusters Score -248382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -248385.296875 Penalty: 2724.095215
	Iteration 31Q: 3 clusters Score -248385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -248387.843750 Penalty: 2724.095215
	Iteration 32Q: 3 clusters Score -248387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -248390.312500 Penalty: 2724.095215
	Iteration 33Q: 3 clusters Score -248390.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -248392.421875 Penalty: 2724.095215
	Iteration 34Q: 3 clusters Score -248392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -248394.000000 Penalty: 2724.095215
	Iteration 35Q: 3 clusters Score -248394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -248396.718750 Penalty: 2724.095215
	Iteration 36Q: 3 clusters Score -248396.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -248400.421875 Penalty: 2724.095215
	Iteration 37Q: 3 clusters Score -248400.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -248406.312500 Penalty: 2724.095215
	Iteration 38Q: 3 clusters Score -248406.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -248410.500000 Penalty: 2724.095215
	Iteration 39Q: 3 clusters Score -248410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -248414.609375 Penalty: 2724.095215
	Iteration 40F: 3 clusters Score -248414.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -248420.593750 Penalty: 2724.095215
	Iteration 41Q: 3 clusters Score -248420.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -248425.343750 Penalty: 2724.095215
	Iteration 42Q: 3 clusters Score -248425.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -248429.187500 Penalty: 2724.095215
	Iteration 43Q: 3 clusters Score -248429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -248433.046875 Penalty: 2724.095215
	Iteration 44Q: 3 clusters Score -248433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -248437.265625 Penalty: 2724.095215
	Iteration 45Q: 3 clusters Score -248437.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -248442.250000 Penalty: 2724.095215
	Iteration 46Q: 3 clusters Score -248442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -248446.562500 Penalty: 2724.095215
	Iteration 47Q: 3 clusters Score -248446.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -248452.140625 Penalty: 2724.095215
	Iteration 48Q: 3 clusters Score -248452.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -248457.296875 Penalty: 2724.095215
	Iteration 49Q: 3 clusters Score -248457.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -248464.203125 Penalty: 2724.095215
	Iteration 50Q: 3 clusters Score -248464.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -248474.437500 Penalty: 2724.095215
	Iteration 51Q: 3 clusters Score -248474.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -248485.859375 Penalty: 2724.095215
	Iteration 52Q: 3 clusters Score -248485.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -248496.578125 Penalty: 2724.095215
	Iteration 53Q: 3 clusters Score -248496.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -248516.984375 Penalty: 2724.095215
	Iteration 54Q: 3 clusters Score -248517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -248542.484375 Penalty: 2724.095215
	Iteration 55Q: 3 clusters Score -248542.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -248582.078125 Penalty: 2724.095215
	Iteration 56Q: 3 clusters Score -248582.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -248643.781250 Penalty: 2724.095215
	Iteration 57Q: 3 clusters Score -248643.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -248733.312500 Penalty: 2724.095215
	Iteration 58Q: 3 clusters Score -248733.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -248838.921875 Penalty: 2724.095215
	Iteration 59Q: 3 clusters Score -248838.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -248963.656250 Penalty: 2724.095215
	Iteration 60F: 3 clusters Score -248963.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -249110.984375 Penalty: 2724.095215
	Iteration 61Q: 3 clusters Score -249111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -249208.984375 Penalty: 2724.095215
	Iteration 62Q: 3 clusters Score -249209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -249248.296875 Penalty: 2724.095215
	Iteration 63Q: 3 clusters Score -249248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -249269.875000 Penalty: 2724.095215
	Iteration 64Q: 3 clusters Score -249269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -249279.734375 Penalty: 2724.095215
	Iteration 65Q: 3 clusters Score -249279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -249282.421875 Penalty: 2724.095215
	Iteration 66Q: 3 clusters Score -249282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -249285.578125 Penalty: 2724.095215
	Iteration 67Q: 3 clusters Score -249285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -249287.484375 Penalty: 2724.095215
	Iteration 68Q: 3 clusters Score -249287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -249288.562500 Penalty: 2724.095215
	Iteration 69Q: 3 clusters Score -249288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -249289.687500 Penalty: 2724.095215
	Iteration 70Q: 3 clusters Score -249289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -249289.687500 Penalty: 2724.095215
	Iteration 71F: 3 clusters Score -249289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 3039 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 2185 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Mstep: Class 34 contains 4851 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 6523 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 2959 members 
Entering Unmasked Estep 
Score: -30925382.000000 Penalty: 83762.359375
Splitting cluster 30 changes total score from -30924414.000000 to -30925382.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -88666.117188 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -88666.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -86577.835938 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -86577.84 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -87139.171875 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -87139.17 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -87307.531250 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -87307.53 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -87431.679688 Penalty: 2479.742188
	Iteration 3F: 3 clusters Score -87431.68 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -87543.609375 Penalty: 2479.742188
	Iteration 4Q: 3 clusters Score -87543.61 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -87652.664062 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -87652.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -87752.726562 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -87752.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -87826.718750 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -87826.72 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87883.742188 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -87883.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -87939.390625 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -87939.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87979.515625 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -87979.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88010.015625 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -88010.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88031.601562 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -88031.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -88046.382812 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -88046.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -88056.882812 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -88056.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88064.375000 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -88064.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -88074.804688 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -88074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -88083.773438 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -88083.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -88094.265625 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -88094.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -88106.664062 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -88106.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88118.382812 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -88118.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88125.484375 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -88125.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -88132.804688 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -88132.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -88142.226562 Penalty: 2479.742188
	Iteration 23Q: 3 clusters Score -88142.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -88152.992188 Penalty: 2479.742188
	Iteration 24Q: 3 clusters Score -88152.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -88159.007812 Penalty: 2479.742188
	Iteration 25Q: 3 clusters Score -88159.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -88169.789062 Penalty: 2479.742188
	Iteration 26Q: 3 clusters Score -88169.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88180.289062 Penalty: 2479.742188
	Iteration 27Q: 3 clusters Score -88180.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88187.281250 Penalty: 2479.742188
	Iteration 28Q: 3 clusters Score -88187.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88194.367188 Penalty: 2479.742188
	Iteration 29Q: 3 clusters Score -88194.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88198.804688 Penalty: 2479.742188
	Iteration 30Q: 3 clusters Score -88198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -88202.101562 Penalty: 2479.742188
	Iteration 31Q: 3 clusters Score -88202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -88209.492188 Penalty: 2479.742188
	Iteration 32Q: 3 clusters Score -88209.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88212.554688 Penalty: 2479.742188
	Iteration 33Q: 3 clusters Score -88212.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -88214.968750 Penalty: 2479.742188
	Iteration 34Q: 3 clusters Score -88214.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88217.320312 Penalty: 2479.742188
	Iteration 35Q: 3 clusters Score -88217.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88218.945312 Penalty: 2479.742188
	Iteration 36Q: 3 clusters Score -88218.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -88222.679688 Penalty: 2479.742188
	Iteration 37Q: 3 clusters Score -88222.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -88225.617188 Penalty: 2479.742188
	Iteration 38Q: 3 clusters Score -88225.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -88227.937500 Penalty: 2479.742188
	Iteration 39Q: 3 clusters Score -88227.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -88229.570312 Penalty: 2479.742188
	Iteration 40F: 3 clusters Score -88229.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -109926.601562 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -109926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -107833.382812 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -107833.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -108339.164062 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -108339.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -108532.648438 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -108532.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -108685.507812 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -108685.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -108817.328125 Penalty: 2473.044189
	Iteration 4F: 3 clusters Score -108817.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -108924.476562 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -108924.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -108995.101562 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -108995.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -109049.976562 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -109050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -109108.601562 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -109108.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -109155.898438 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -109155.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -109195.343750 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -109195.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -109224.148438 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -109224.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -109240.929688 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -109240.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -109257.609375 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -109257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -109263.882812 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -109263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -109266.023438 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -109266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -109268.046875 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -109268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -109269.445312 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -109269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -109270.179688 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -109270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -109270.937500 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -109270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -109270.937500 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -109270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Entering Unmasked Estep 
Score: -1167207.750000 Penalty: 1605.052490
	Iteration 0F: 2 clusters Score -1167208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1153907.500000 Penalty: 3210.104980
	Iteration 0F: 3 clusters Score -1153908 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1158680.250000 Penalty: 3210.104980
	Iteration 1F: 3 clusters Score -1158680 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1159147.625000 Penalty: 3210.104980
	Iteration 2F: 3 clusters Score -1159148 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1159746.375000 Penalty: 3210.104980
	Iteration 3F: 3 clusters Score -1159746 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1160494.125000 Penalty: 3210.104980
	Iteration 4F: 3 clusters Score -1160494 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1161297.500000 Penalty: 3210.104980
	Iteration 5F: 3 clusters Score -1161298 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1162095.875000 Penalty: 3210.104980
	Iteration 6F: 3 clusters Score -1162096 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1162734.250000 Penalty: 3210.104980
	Iteration 7F: 3 clusters Score -1162734 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1163237.750000 Penalty: 3210.104980
	Iteration 8Q: 3 clusters Score -1163238 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1163674.125000 Penalty: 3210.104980
	Iteration 9Q: 3 clusters Score -1163674 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1164078.625000 Penalty: 3210.104980
	Iteration 10Q: 3 clusters Score -1164079 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1164521.750000 Penalty: 3210.104980
	Iteration 11Q: 3 clusters Score -1164522 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1164968.500000 Penalty: 3210.104980
	Iteration 12Q: 3 clusters Score -1164968 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1165240.500000 Penalty: 3210.104980
	Iteration 13Q: 3 clusters Score -1165240 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1165389.625000 Penalty: 3210.104980
	Iteration 14Q: 3 clusters Score -1165390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1165515.625000 Penalty: 3210.104980
	Iteration 15Q: 3 clusters Score -1165516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1165598.375000 Penalty: 3210.104980
	Iteration 16Q: 3 clusters Score -1165598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1165672.250000 Penalty: 3210.104980
	Iteration 17Q: 3 clusters Score -1165672 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1165739.375000 Penalty: 3210.104980
	Iteration 18Q: 3 clusters Score -1165739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1165784.125000 Penalty: 3210.104980
	Iteration 19Q: 3 clusters Score -1165784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1165831.375000 Penalty: 3210.104980
	Iteration 20F: 3 clusters Score -1165831 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1165878.250000 Penalty: 3210.104980
	Iteration 21Q: 3 clusters Score -1165878 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1165918.250000 Penalty: 3210.104980
	Iteration 22Q: 3 clusters Score -1165918 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1165953.000000 Penalty: 3210.104980
	Iteration 23Q: 3 clusters Score -1165953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1165983.125000 Penalty: 3210.104980
	Iteration 24Q: 3 clusters Score -1165983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1165999.875000 Penalty: 3210.104980
	Iteration 25Q: 3 clusters Score -1166000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1166021.625000 Penalty: 3210.104980
	Iteration 26Q: 3 clusters Score -1166022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1166039.000000 Penalty: 3210.104980
	Iteration 27Q: 3 clusters Score -1166039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1166056.500000 Penalty: 3210.104980
	Iteration 28Q: 3 clusters Score -1166056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1166075.875000 Penalty: 3210.104980
	Iteration 29Q: 3 clusters Score -1166076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1166086.125000 Penalty: 3210.104980
	Iteration 30Q: 3 clusters Score -1166086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1166093.625000 Penalty: 3210.104980
	Iteration 31Q: 3 clusters Score -1166094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1166100.500000 Penalty: 3210.104980
	Iteration 32Q: 3 clusters Score -1166100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1166103.750000 Penalty: 3210.104980
	Iteration 33Q: 3 clusters Score -1166104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1166111.375000 Penalty: 3210.104980
	Iteration 34Q: 3 clusters Score -1166111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1166116.000000 Penalty: 3210.104980
	Iteration 35Q: 3 clusters Score -1166116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1166119.000000 Penalty: 3210.104980
	Iteration 36Q: 3 clusters Score -1166119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1166118.125000 Penalty: 3210.104980
	Iteration 37Q: 3 clusters Score -1166118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1166118.125000 Penalty: 3210.104980
	Iteration 38Q: 3 clusters Score -1166118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1166119.875000 Penalty: 3210.104980
	Iteration 39Q: 3 clusters Score -1166120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1166123.000000 Penalty: 3210.104980
	Iteration 40F: 3 clusters Score -1166123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1166126.250000 Penalty: 3210.104980
	Iteration 41Q: 3 clusters Score -1166126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1166127.250000 Penalty: 3210.104980
	Iteration 42Q: 3 clusters Score -1166127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1166128.000000 Penalty: 3210.104980
	Iteration 43Q: 3 clusters Score -1166128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1166132.000000 Penalty: 3210.104980
	Iteration 44Q: 3 clusters Score -1166132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1166132.125000 Penalty: 3210.104980
	Iteration 45Q: 3 clusters Score -1166132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1166132.875000 Penalty: 3210.104980
	Iteration 46Q: 3 clusters Score -1166133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1166136.125000 Penalty: 3210.104980
	Iteration 47Q: 3 clusters Score -1166136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1166136.750000 Penalty: 3210.104980
	Iteration 48Q: 3 clusters Score -1166137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1166142.625000 Penalty: 3210.104980
	Iteration 49Q: 3 clusters Score -1166143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1166140.250000 Penalty: 3210.104980
	Iteration 50Q: 3 clusters Score -1166140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1166142.500000 Penalty: 3210.104980
	Iteration 51Q: 3 clusters Score -1166142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1166141.375000 Penalty: 3210.104980
	Iteration 52Q: 3 clusters Score -1166141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1166142.625000 Penalty: 3210.104980
	Iteration 53Q: 3 clusters Score -1166143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1166142.625000 Penalty: 3210.104980
	Iteration 54F: 3 clusters Score -1166143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79367 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 21264 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75497 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 70166 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 65642 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 3039 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 2185 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 19482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30926688.000000 Penalty: 83762.359375
Iteration 79Q: 40 clusters Score -3.092669e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79376 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 2878 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10064 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75308 members 
Mstep: Class 13 contains 55768 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 70259 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 11213 members 
Mstep: Class 21 contains 23207 members 
Mstep: Class 22 contains 65698 members 
Mstep: Class 23 contains 3789 members 
Mstep: Class 24 contains 4360 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 25350 members 
Mstep: Class 27 contains 3085 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 2190 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 19512 members 
Mstep: Class 34 contains 4772 members 
Mstep: Class 35 contains 3336 members 
Mstep: Class 36 contains 1439 members 
Mstep: Class 37 contains 6211 members 
Mstep: Class 38 contains 2303 members 
Mstep: Class 39 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30927992.000000 Penalty: 83762.359375
Iteration 80F: 40 clusters Score -3.092799e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79377 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 21188 members 
Mstep: Class 6 contains 1241 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 2878 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 75188 members 
Mstep: Class 13 contains 55724 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 70187 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 11209 members 
Mstep: Class 21 contains 23084 members 
Mstep: Class 22 contains 65737 members 
Mstep: Class 23 contains 3744 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 1480 members 
Mstep: Class 26 contains 25352 members 
Mstep: Class 27 contains 3111 members 
Mstep: Class 28 contains 10459 members 
Mstep: Class 29 contains 2182 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 19447 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 3340 members 
Mstep: Class 36 contains 1438 members 
Mstep: Class 37 contains 6434 members 
Mstep: Class 38 contains 2449 members 
Mstep: Class 39 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928648.000000 Penalty: 83762.359375
Iteration 81Q: 40 clusters Score -3.092865e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 79377 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10070 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 75172 members 
Mstep: Class 13 contains 55709 members 
Mstep: Class 14 contains 7850 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 70136 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 11204 members 
Mstep: Class 21 contains 22993 members 
Mstep: Class 22 contains 65777 members 
Mstep: Class 23 contains 3715 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 1473 members 
Mstep: Class 26 contains 25362 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 2182 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 19408 members 
Mstep: Class 34 contains 5149 members 
Mstep: Class 35 contains 3352 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 6586 members 
Mstep: Class 38 contains 2545 members 
Mstep: Class 39 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30928858.000000 Penalty: 83762.359375
Iteration 82Q: 40 clusters Score -3.092886e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 3955 members 
Mstep: Class 5 contains 21097 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10069 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 75169 members 
Mstep: Class 13 contains 55697 members 
Mstep: Class 14 contains 7849 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 3633 members 
Mstep: Class 17 contains 70100 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 11203 members 
Mstep: Class 21 contains 22928 members 
Mstep: Class 22 contains 65795 members 
Mstep: Class 23 contains 3685 members 
Mstep: Class 24 contains 4367 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25371 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 10335 members 
Mstep: Class 29 contains 2183 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 2114 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 19392 members 
Mstep: Class 34 contains 5230 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 6703 members 
Mstep: Class 38 contains 2612 members 
Mstep: Class 39 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30929166.000000 Penalty: 83762.359375
Iteration 83Q: 40 clusters Score -3.092917e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 75182 members 
Mstep: Class 13 contains 55696 members 
Mstep: Class 14 contains 7860 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 17 contains 70075 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 11202 members 
Mstep: Class 21 contains 22859 members 
Mstep: Class 22 contains 65820 members 
Mstep: Class 23 contains 3650 members 
Mstep: Class 24 contains 4371 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 25373 members 
Mstep: Class 27 contains 3181 members 
Mstep: Class 28 contains 10303 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 2126 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 19377 members 
Mstep: Class 34 contains 5284 members 
Mstep: Class 35 contains 3377 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 6811 members 
Mstep: Class 38 contains 2669 members 
Mstep: Class 39 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30929396.000000 Penalty: 83762.359375
Iteration 84Q: 40 clusters Score -3.09294e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 21036 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75198 members 
Mstep: Class 13 contains 55689 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 70058 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 11199 members 
Mstep: Class 21 contains 22792 members 
Mstep: Class 22 contains 65833 members 
Mstep: Class 23 contains 3619 members 
Mstep: Class 24 contains 4374 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 25376 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 10272 members 
Mstep: Class 29 contains 2174 members 
Mstep: Class 30 contains 1605 members 
Mstep: Class 31 contains 2135 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 19367 members 
Mstep: Class 34 contains 5331 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 6891 members 
Mstep: Class 38 contains 2729 members 
Mstep: Class 39 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30929626.000000 Penalty: 83762.359375
Iteration 85Q: 40 clusters Score -3.092963e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 21017 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10070 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75212 members 
Mstep: Class 13 contains 55683 members 
Mstep: Class 14 contains 7866 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 70038 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 11198 members 
Mstep: Class 21 contains 22752 members 
Mstep: Class 22 contains 65844 members 
Mstep: Class 23 contains 3600 members 
Mstep: Class 24 contains 4378 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 25384 members 
Mstep: Class 27 contains 3200 members 
Mstep: Class 28 contains 10242 members 
Mstep: Class 29 contains 2171 members 
Mstep: Class 30 contains 1680 members 
Mstep: Class 31 contains 2148 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 19370 members 
Mstep: Class 34 contains 5361 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 1416 members 
Mstep: Class 37 contains 6939 members 
Mstep: Class 38 contains 2776 members 
Mstep: Class 39 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930036.000000 Penalty: 83762.359375
Iteration 86Q: 40 clusters Score -3.093004e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 20998 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10074 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75221 members 
Mstep: Class 13 contains 55679 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 70031 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 22696 members 
Mstep: Class 22 contains 65846 members 
Mstep: Class 23 contains 3581 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 1472 members 
Mstep: Class 26 contains 25389 members 
Mstep: Class 27 contains 3213 members 
Mstep: Class 28 contains 10229 members 
Mstep: Class 29 contains 2169 members 
Mstep: Class 30 contains 1737 members 
Mstep: Class 31 contains 2151 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19367 members 
Mstep: Class 34 contains 5397 members 
Mstep: Class 35 contains 3390 members 
Mstep: Class 36 contains 1412 members 
Mstep: Class 37 contains 6958 members 
Mstep: Class 38 contains 2806 members 
Mstep: Class 39 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930338.000000 Penalty: 83762.359375
Iteration 87Q: 40 clusters Score -3.093034e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 20984 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 2890 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10082 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75227 members 
Mstep: Class 13 contains 55676 members 
Mstep: Class 14 contains 7873 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 70025 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 22653 members 
Mstep: Class 22 contains 65842 members 
Mstep: Class 23 contains 3569 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 1472 members 
Mstep: Class 26 contains 25393 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 10217 members 
Mstep: Class 29 contains 2169 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19365 members 
Mstep: Class 34 contains 5426 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 1401 members 
Mstep: Class 37 contains 6965 members 
Mstep: Class 38 contains 2831 members 
Mstep: Class 39 contains 3155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930498.000000 Penalty: 83762.359375
Iteration 88Q: 40 clusters Score -3.09305e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 20967 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 75231 members 
Mstep: Class 13 contains 55667 members 
Mstep: Class 14 contains 7875 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 70015 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 11196 members 
Mstep: Class 21 contains 22629 members 
Mstep: Class 22 contains 65843 members 
Mstep: Class 23 contains 3564 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 1470 members 
Mstep: Class 26 contains 25395 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 10202 members 
Mstep: Class 29 contains 2168 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19366 members 
Mstep: Class 34 contains 5443 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 1397 members 
Mstep: Class 37 contains 6965 members 
Mstep: Class 38 contains 2855 members 
Mstep: Class 39 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930634.000000 Penalty: 83762.359375
Iteration 89Q: 40 clusters Score -3.093063e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 20955 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10088 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 75241 members 
Mstep: Class 13 contains 55659 members 
Mstep: Class 14 contains 7875 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 70008 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 11193 members 
Mstep: Class 21 contains 22600 members 
Mstep: Class 22 contains 65846 members 
Mstep: Class 23 contains 3560 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 25406 members 
Mstep: Class 27 contains 3249 members 
Mstep: Class 28 contains 10194 members 
Mstep: Class 29 contains 2165 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19365 members 
Mstep: Class 34 contains 5450 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1395 members 
Mstep: Class 37 contains 6964 members 
Mstep: Class 38 contains 2869 members 
Mstep: Class 39 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930670.000000 Penalty: 83762.359375
Iteration 90Q: 40 clusters Score -3.093067e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 20941 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 10091 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 75253 members 
Mstep: Class 13 contains 55656 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 69995 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11191 members 
Mstep: Class 21 contains 22581 members 
Mstep: Class 22 contains 65854 members 
Mstep: Class 23 contains 3549 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 1466 members 
Mstep: Class 26 contains 25410 members 
Mstep: Class 27 contains 3258 members 
Mstep: Class 28 contains 10181 members 
Mstep: Class 29 contains 2165 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 2174 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19369 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1393 members 
Mstep: Class 37 contains 6965 members 
Mstep: Class 38 contains 2885 members 
Mstep: Class 39 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930704.000000 Penalty: 83762.359375
Iteration 91Q: 40 clusters Score -3.09307e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 20933 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 10093 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 75256 members 
Mstep: Class 13 contains 55656 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 69987 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 22560 members 
Mstep: Class 22 contains 65860 members 
Mstep: Class 23 contains 3542 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 1466 members 
Mstep: Class 26 contains 25411 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 10173 members 
Mstep: Class 29 contains 2164 members 
Mstep: Class 30 contains 1830 members 
Mstep: Class 31 contains 2182 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19365 members 
Mstep: Class 34 contains 5469 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6962 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930734.000000 Penalty: 83762.359375
Iteration 92Q: 40 clusters Score -3.093073e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 20918 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 75265 members 
Mstep: Class 13 contains 55656 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 69988 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11191 members 
Mstep: Class 21 contains 22543 members 
Mstep: Class 22 contains 65864 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 1464 members 
Mstep: Class 26 contains 25411 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 10167 members 
Mstep: Class 29 contains 2165 members 
Mstep: Class 30 contains 1833 members 
Mstep: Class 31 contains 2184 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5469 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6955 members 
Mstep: Class 38 contains 2910 members 
Mstep: Class 39 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930734.000000 Penalty: 83762.359375
Iteration 93Q: 40 clusters Score -3.093073e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 20908 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75275 members 
Mstep: Class 13 contains 55654 members 
Mstep: Class 14 contains 7905 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 69975 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11190 members 
Mstep: Class 21 contains 22546 members 
Mstep: Class 22 contains 65872 members 
Mstep: Class 23 contains 3544 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 25414 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 2163 members 
Mstep: Class 30 contains 1837 members 
Mstep: Class 31 contains 2185 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19356 members 
Mstep: Class 34 contains 5463 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6953 members 
Mstep: Class 38 contains 2922 members 
Mstep: Class 39 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930760.000000 Penalty: 83762.359375
Iteration 94Q: 40 clusters Score -3.093076e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 79381 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 20889 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75279 members 
Mstep: Class 13 contains 55653 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 69974 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22538 members 
Mstep: Class 22 contains 65882 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 25418 members 
Mstep: Class 27 contains 3268 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 2162 members 
Mstep: Class 30 contains 1837 members 
Mstep: Class 31 contains 2191 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19350 members 
Mstep: Class 34 contains 5463 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6950 members 
Mstep: Class 38 contains 2935 members 
Mstep: Class 39 contains 3184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930782.000000 Penalty: 83762.359375
Iteration 95Q: 40 clusters Score -3.093078e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79382 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 20883 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10103 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75285 members 
Mstep: Class 13 contains 55654 members 
Mstep: Class 14 contains 7913 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 69968 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22528 members 
Mstep: Class 22 contains 65890 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4423 members 
Mstep: Class 25 contains 1466 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 10133 members 
Mstep: Class 29 contains 2160 members 
Mstep: Class 30 contains 1838 members 
Mstep: Class 31 contains 2195 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19353 members 
Mstep: Class 34 contains 5464 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6947 members 
Mstep: Class 38 contains 2947 members 
Mstep: Class 39 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930862.000000 Penalty: 83762.359375
Iteration 96Q: 40 clusters Score -3.093086e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79383 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75287 members 
Mstep: Class 13 contains 55653 members 
Mstep: Class 14 contains 7917 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 69963 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22517 members 
Mstep: Class 22 contains 65902 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4425 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25418 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 2160 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2194 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19356 members 
Mstep: Class 34 contains 5467 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1395 members 
Mstep: Class 37 contains 6946 members 
Mstep: Class 38 contains 2952 members 
Mstep: Class 39 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930838.000000 Penalty: 83762.359375
Iteration 97Q: 40 clusters Score -3.093084e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 79386 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75291 members 
Mstep: Class 13 contains 55651 members 
Mstep: Class 14 contains 7920 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 69955 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22513 members 
Mstep: Class 22 contains 65901 members 
Mstep: Class 23 contains 3542 members 
Mstep: Class 24 contains 4426 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25420 members 
Mstep: Class 27 contains 3270 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 2159 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2198 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19357 members 
Mstep: Class 34 contains 5468 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6944 members 
Mstep: Class 38 contains 2956 members 
Mstep: Class 39 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930880.000000 Penalty: 83762.359375
Iteration 98Q: 40 clusters Score -3.093088e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79386 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 20866 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75296 members 
Mstep: Class 13 contains 55649 members 
Mstep: Class 14 contains 7922 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 69952 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 22 contains 65909 members 
Mstep: Class 23 contains 3541 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25418 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2202 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19355 members 
Mstep: Class 34 contains 5475 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1395 members 
Mstep: Class 37 contains 6943 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930882.000000 Penalty: 83762.359375
Iteration 99Q: 40 clusters Score -3.093088e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79386 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1339 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75306 members 
Mstep: Class 13 contains 55647 members 
Mstep: Class 14 contains 7927 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 69950 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22490 members 
Mstep: Class 22 contains 65910 members 
Mstep: Class 23 contains 3541 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25416 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 2157 members 
Mstep: Class 30 contains 1839 members 
Mstep: Class 31 contains 2202 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19352 members 
Mstep: Class 34 contains 5478 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1394 members 
Mstep: Class 37 contains 6942 members 
Mstep: Class 38 contains 2972 members 
Mstep: Class 39 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930894.000000 Penalty: 83762.359375
Iteration 100F: 40 clusters Score -3.093089e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75312 members 
Mstep: Class 13 contains 55645 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 69945 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 65914 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25417 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 10096 members 
Mstep: Class 29 contains 2157 members 
Mstep: Class 30 contains 1854 members 
Mstep: Class 31 contains 2200 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19355 members 
Mstep: Class 34 contains 5480 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1393 members 
Mstep: Class 37 contains 6943 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930916.000000 Penalty: 83762.359375
Iteration 101Q: 40 clusters Score -3.093092e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 79387 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75317 members 
Mstep: Class 13 contains 55646 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69940 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 65915 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4430 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25420 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 10089 members 
Mstep: Class 29 contains 2156 members 
Mstep: Class 30 contains 1856 members 
Mstep: Class 31 contains 2201 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19356 members 
Mstep: Class 34 contains 5483 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1392 members 
Mstep: Class 37 contains 6946 members 
Mstep: Class 38 contains 2991 members 
Mstep: Class 39 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930946.000000 Penalty: 83762.359375
Iteration 102Q: 40 clusters Score -3.093095e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 79389 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1331 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75323 members 
Mstep: Class 13 contains 55646 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69933 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22458 members 
Mstep: Class 22 contains 65918 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4431 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25422 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 10082 members 
Mstep: Class 29 contains 2154 members 
Mstep: Class 30 contains 1857 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5481 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1391 members 
Mstep: Class 37 contains 6949 members 
Mstep: Class 38 contains 2998 members 
Mstep: Class 39 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930916.000000 Penalty: 83762.359375
Iteration 103Q: 40 clusters Score -3.093092e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79390 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 20842 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75326 members 
Mstep: Class 13 contains 55645 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69928 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 65926 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25424 members 
Mstep: Class 27 contains 3274 members 
Mstep: Class 28 contains 10076 members 
Mstep: Class 29 contains 2153 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2202 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19361 members 
Mstep: Class 34 contains 5480 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6950 members 
Mstep: Class 38 contains 3003 members 
Mstep: Class 39 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930934.000000 Penalty: 83762.359375
Iteration 104Q: 40 clusters Score -3.093093e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79390 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75328 members 
Mstep: Class 13 contains 55647 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 69926 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 65931 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4431 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25425 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2202 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19358 members 
Mstep: Class 34 contains 5479 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6949 members 
Mstep: Class 38 contains 3009 members 
Mstep: Class 39 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930940.000000 Penalty: 83762.359375
Iteration 105Q: 40 clusters Score -3.093094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79390 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 20831 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75332 members 
Mstep: Class 13 contains 55646 members 
Mstep: Class 14 contains 7940 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 69924 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22444 members 
Mstep: Class 22 contains 65933 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25427 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2202 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19358 members 
Mstep: Class 34 contains 5479 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6948 members 
Mstep: Class 38 contains 3014 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930934.000000 Penalty: 83762.359375
Iteration 106Q: 40 clusters Score -3.093093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79389 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 20829 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10100 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75339 members 
Mstep: Class 13 contains 55646 members 
Mstep: Class 14 contains 7939 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 69923 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22437 members 
Mstep: Class 22 contains 65934 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25428 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 2153 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2204 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19358 members 
Mstep: Class 34 contains 5477 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6948 members 
Mstep: Class 38 contains 3016 members 
Mstep: Class 39 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930918.000000 Penalty: 83762.359375
Iteration 107Q: 40 clusters Score -3.093092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20826 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75347 members 
Mstep: Class 13 contains 55646 members 
Mstep: Class 14 contains 7939 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 69922 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22432 members 
Mstep: Class 22 contains 65935 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4433 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25430 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10073 members 
Mstep: Class 29 contains 2153 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2204 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19358 members 
Mstep: Class 34 contains 5471 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6948 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930916.000000 Penalty: 83762.359375
Iteration 108Q: 40 clusters Score -3.093092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75349 members 
Mstep: Class 13 contains 55645 members 
Mstep: Class 14 contains 7941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 69918 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22427 members 
Mstep: Class 22 contains 65940 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25432 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10070 members 
Mstep: Class 29 contains 2153 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19358 members 
Mstep: Class 34 contains 5471 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6948 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930904.000000 Penalty: 83762.359375
Iteration 109Q: 40 clusters Score -3.09309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20821 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75355 members 
Mstep: Class 13 contains 55645 members 
Mstep: Class 14 contains 7943 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69916 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22425 members 
Mstep: Class 22 contains 65943 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10068 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5466 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6947 members 
Mstep: Class 38 contains 3022 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930950.000000 Penalty: 83762.359375
Iteration 110Q: 40 clusters Score -3.093095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20820 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10103 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75356 members 
Mstep: Class 13 contains 55644 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69914 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22425 members 
Mstep: Class 22 contains 65944 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25432 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10066 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19361 members 
Mstep: Class 34 contains 5466 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930918.000000 Penalty: 83762.359375
Iteration 111Q: 40 clusters Score -3.093092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20817 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75358 members 
Mstep: Class 13 contains 55642 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69914 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22426 members 
Mstep: Class 22 contains 65946 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25432 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19361 members 
Mstep: Class 34 contains 5464 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930892.000000 Penalty: 83762.359375
Iteration 112Q: 40 clusters Score -3.093089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75360 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69914 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22428 members 
Mstep: Class 22 contains 65947 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25431 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5463 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930914.000000 Penalty: 83762.359375
Iteration 113Q: 40 clusters Score -3.093091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75363 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22430 members 
Mstep: Class 22 contains 65948 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4441 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25431 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5460 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930900.000000 Penalty: 83762.359375
Iteration 114Q: 40 clusters Score -3.09309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20809 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75363 members 
Mstep: Class 13 contains 55639 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 65949 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25432 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930900.000000 Penalty: 83762.359375
Iteration 115Q: 40 clusters Score -3.09309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75363 members 
Mstep: Class 13 contains 55639 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22425 members 
Mstep: Class 22 contains 65949 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5464 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930904.000000 Penalty: 83762.359375
Iteration 116Q: 40 clusters Score -3.09309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20806 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75366 members 
Mstep: Class 13 contains 55639 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22423 members 
Mstep: Class 22 contains 65950 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5463 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930920.000000 Penalty: 83762.359375
Iteration 117Q: 40 clusters Score -3.093092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20803 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75369 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65952 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5462 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30930924.000000 Penalty: 83762.359375
Iteration 118Q: 40 clusters Score -3.093092e+07 nChanged 2
Entering ConstructFrom: 
Score: -30930924.000000 Penalty: 83762.359375
Entering ConstructFrom: 
Trying to split cluster 1 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -174818.546875 Penalty: 1308.756714
	Iteration 0F: 2 clusters Score -174818.5 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 1592 members 
Entering Unmasked Estep 
Score: -172030.546875 Penalty: 2617.513428
	Iteration 0F: 3 clusters Score -172030.5 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -172827.859375 Penalty: 2617.513428
	Iteration 1F: 3 clusters Score -172827.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -173097.390625 Penalty: 2617.513428
	Iteration 2F: 3 clusters Score -173097.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -173451.906250 Penalty: 2617.513428
	Iteration 3F: 3 clusters Score -173451.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -173783.718750 Penalty: 2617.513428
	Iteration 4F: 3 clusters Score -173783.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -173989.890625 Penalty: 2617.513428
	Iteration 5F: 3 clusters Score -173989.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -174175.625000 Penalty: 2617.513428
	Iteration 6F: 3 clusters Score -174175.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -174323.406250 Penalty: 2617.513428
	Iteration 7Q: 3 clusters Score -174323.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -174439.359375 Penalty: 2617.513428
	Iteration 8Q: 3 clusters Score -174439.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -174526.031250 Penalty: 2617.513428
	Iteration 9Q: 3 clusters Score -174526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -174601.296875 Penalty: 2617.513428
	Iteration 10Q: 3 clusters Score -174601.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -174672.234375 Penalty: 2617.513428
	Iteration 11Q: 3 clusters Score -174672.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -174737.156250 Penalty: 2617.513428
	Iteration 12Q: 3 clusters Score -174737.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -174790.156250 Penalty: 2617.513428
	Iteration 13Q: 3 clusters Score -174790.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -174822.968750 Penalty: 2617.513428
	Iteration 14Q: 3 clusters Score -174823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -174846.359375 Penalty: 2617.513428
	Iteration 15Q: 3 clusters Score -174846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -174867.265625 Penalty: 2617.513428
	Iteration 16Q: 3 clusters Score -174867.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -174878.453125 Penalty: 2617.513428
	Iteration 17Q: 3 clusters Score -174878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -174886.203125 Penalty: 2617.513428
	Iteration 18Q: 3 clusters Score -174886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -174892.328125 Penalty: 2617.513428
	Iteration 19Q: 3 clusters Score -174892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -174897.156250 Penalty: 2617.513428
	Iteration 20F: 3 clusters Score -174897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -174900.421875 Penalty: 2617.513428
	Iteration 21Q: 3 clusters Score -174900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -174904.984375 Penalty: 2617.513428
	Iteration 22Q: 3 clusters Score -174905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -174910.406250 Penalty: 2617.513428
	Iteration 23Q: 3 clusters Score -174910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -174913.343750 Penalty: 2617.513428
	Iteration 24Q: 3 clusters Score -174913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -174914.734375 Penalty: 2617.513428
	Iteration 25Q: 3 clusters Score -174914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -174914.984375 Penalty: 2617.513428
	Iteration 26Q: 3 clusters Score -174915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -174914.984375 Penalty: 2617.513428
	Iteration 27F: 3 clusters Score -174915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2671 members 
Entering Unmasked Estep 
Score: -30930168.000000 Penalty: 85910.117188
Splitting cluster 1 changes total score from -30930924.000000 to -30930168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -388606.062500 Penalty: 1448.844971
	Iteration 0F: 2 clusters Score -388606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -383046.062500 Penalty: 2897.689941
	Iteration 0F: 3 clusters Score -383046.1 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -384802.625000 Penalty: 2897.689941
	Iteration 1F: 3 clusters Score -384802.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -385117.625000 Penalty: 2897.689941
	Iteration 2F: 3 clusters Score -385117.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -385438.312500 Penalty: 2897.689941
	Iteration 3F: 3 clusters Score -385438.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -385755.250000 Penalty: 2897.689941
	Iteration 4F: 3 clusters Score -385755.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -386053.781250 Penalty: 2897.689941
	Iteration 5F: 3 clusters Score -386053.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -386342.656250 Penalty: 2897.689941
	Iteration 6F: 3 clusters Score -386342.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -386603.468750 Penalty: 2897.689941
	Iteration 7Q: 3 clusters Score -386603.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -386824.593750 Penalty: 2897.689941
	Iteration 8Q: 3 clusters Score -386824.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -387009.218750 Penalty: 2897.689941
	Iteration 9Q: 3 clusters Score -387009.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -387120.968750 Penalty: 2897.689941
	Iteration 10Q: 3 clusters Score -387121 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -387185.312500 Penalty: 2897.689941
	Iteration 11Q: 3 clusters Score -387185.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -387238.187500 Penalty: 2897.689941
	Iteration 12Q: 3 clusters Score -387238.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -387276.593750 Penalty: 2897.689941
	Iteration 13Q: 3 clusters Score -387276.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -387315.375000 Penalty: 2897.689941
	Iteration 14Q: 3 clusters Score -387315.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -387342.875000 Penalty: 2897.689941
	Iteration 15Q: 3 clusters Score -387342.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -387368.531250 Penalty: 2897.689941
	Iteration 16Q: 3 clusters Score -387368.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -387391.031250 Penalty: 2897.689941
	Iteration 17Q: 3 clusters Score -387391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -387413.937500 Penalty: 2897.689941
	Iteration 18Q: 3 clusters Score -387413.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -387442.750000 Penalty: 2897.689941
	Iteration 19Q: 3 clusters Score -387442.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -387469.687500 Penalty: 2897.689941
	Iteration 20F: 3 clusters Score -387469.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -387494.843750 Penalty: 2897.689941
	Iteration 21Q: 3 clusters Score -387494.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -387522.187500 Penalty: 2897.689941
	Iteration 22Q: 3 clusters Score -387522.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -387554.281250 Penalty: 2897.689941
	Iteration 23Q: 3 clusters Score -387554.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -387595.843750 Penalty: 2897.689941
	Iteration 24Q: 3 clusters Score -387595.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -387637.187500 Penalty: 2897.689941
	Iteration 25Q: 3 clusters Score -387637.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -387662.218750 Penalty: 2897.689941
	Iteration 26Q: 3 clusters Score -387662.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -387682.218750 Penalty: 2897.689941
	Iteration 27Q: 3 clusters Score -387682.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -387697.187500 Penalty: 2897.689941
	Iteration 28Q: 3 clusters Score -387697.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -387708.843750 Penalty: 2897.689941
	Iteration 29Q: 3 clusters Score -387708.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -387724.625000 Penalty: 2897.689941
	Iteration 30Q: 3 clusters Score -387724.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -387739.000000 Penalty: 2897.689941
	Iteration 31Q: 3 clusters Score -387739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -387750.156250 Penalty: 2897.689941
	Iteration 32Q: 3 clusters Score -387750.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -387759.218750 Penalty: 2897.689941
	Iteration 33Q: 3 clusters Score -387759.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -387763.156250 Penalty: 2897.689941
	Iteration 34Q: 3 clusters Score -387763.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -387770.000000 Penalty: 2897.689941
	Iteration 35Q: 3 clusters Score -387770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -387776.656250 Penalty: 2897.689941
	Iteration 36Q: 3 clusters Score -387776.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -387782.531250 Penalty: 2897.689941
	Iteration 37Q: 3 clusters Score -387782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -387785.562500 Penalty: 2897.689941
	Iteration 38Q: 3 clusters Score -387785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -387787.187500 Penalty: 2897.689941
	Iteration 39Q: 3 clusters Score -387787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -387790.093750 Penalty: 2897.689941
	Iteration 40F: 3 clusters Score -387790.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -387794.062500 Penalty: 2897.689941
	Iteration 41Q: 3 clusters Score -387794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -387796.062500 Penalty: 2897.689941
	Iteration 42Q: 3 clusters Score -387796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -387798.093750 Penalty: 2897.689941
	Iteration 43Q: 3 clusters Score -387798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -387798.937500 Penalty: 2897.689941
	Iteration 44Q: 3 clusters Score -387798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -387800.562500 Penalty: 2897.689941
	Iteration 45Q: 3 clusters Score -387800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -387801.625000 Penalty: 2897.689941
	Iteration 46Q: 3 clusters Score -387801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -387803.531250 Penalty: 2897.689941
	Iteration 47Q: 3 clusters Score -387803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -387803.531250 Penalty: 2897.689941
	Iteration 48Q: 3 clusters Score -387803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -387803.531250 Penalty: 2897.689941
	Iteration 49F: 3 clusters Score -387803.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Entering Unmasked Estep 
Score: -4704467.500000 Penalty: 1833.341675
	Iteration 0F: 2 clusters Score -4704468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4651597.000000 Penalty: 3666.683350
	Iteration 0F: 3 clusters Score -4651597 nChanged 37810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -4673287.000000 Penalty: 3666.683350
	Iteration 1F: 3 clusters Score -4673287 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -4674700.500000 Penalty: 3666.683350
	Iteration 2Q: 3 clusters Score -4674700 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -4677088.500000 Penalty: 3666.683350
	Iteration 3F: 3 clusters Score -4677088 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -4681240.000000 Penalty: 3666.683350
	Iteration 4F: 3 clusters Score -4681240 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -4686817.500000 Penalty: 3666.683350
	Iteration 5F: 3 clusters Score -4686818 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -4692529.500000 Penalty: 3666.683350
	Iteration 6F: 3 clusters Score -4692530 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -4697182.000000 Penalty: 3666.683350
	Iteration 7F: 3 clusters Score -4697182 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -4700180.000000 Penalty: 3666.683350
	Iteration 8Q: 3 clusters Score -4700180 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -4701840.500000 Penalty: 3666.683350
	Iteration 9Q: 3 clusters Score -4701840 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -4702446.000000 Penalty: 3666.683350
	Iteration 10Q: 3 clusters Score -4702446 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -4702638.000000 Penalty: 3666.683350
	Iteration 11Q: 3 clusters Score -4702638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -4702744.000000 Penalty: 3666.683350
	Iteration 12Q: 3 clusters Score -4702744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -4702787.500000 Penalty: 3666.683350
	Iteration 13Q: 3 clusters Score -4702788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -4702827.000000 Penalty: 3666.683350
	Iteration 14Q: 3 clusters Score -4702827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -4702856.500000 Penalty: 3666.683350
	Iteration 15Q: 3 clusters Score -4702856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -4702872.000000 Penalty: 3666.683350
	Iteration 16Q: 3 clusters Score -4702872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -4702874.500000 Penalty: 3666.683350
	Iteration 17Q: 3 clusters Score -4702874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -4702877.000000 Penalty: 3666.683350
	Iteration 18Q: 3 clusters Score -4702877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -4702876.000000 Penalty: 3666.683350
	Iteration 19Q: 3 clusters Score -4702876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -4702881.000000 Penalty: 3666.683350
	Iteration 20F: 3 clusters Score -4702881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -4702880.500000 Penalty: 3666.683350
	Iteration 21Q: 3 clusters Score -4702880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -4702880.500000 Penalty: 3666.683350
	Iteration 22F: 3 clusters Score -4702880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -176653.593750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -176653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -173884.031250 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -173884 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -174623.781250 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -174623.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174933.328125 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -174933.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -175160.390625 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -175160.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -175349.015625 Penalty: 2614.816162
	Iteration 4F: 3 clusters Score -175349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -175534.343750 Penalty: 2614.816162
	Iteration 5F: 3 clusters Score -175534.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -175679.484375 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -175679.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -175865.578125 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -175865.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -176084.343750 Penalty: 2614.816162
	Iteration 8F: 3 clusters Score -176084.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -176261.843750 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -176261.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -176491.734375 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -176491.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -176652.140625 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -176652.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -176773.703125 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -176773.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -176826.343750 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -176826.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -176870.078125 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -176870.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -176896.484375 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -176896.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -176932.515625 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -176932.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -176999.875000 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -176999.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -177060.312500 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -177060.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -177144.890625 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -177144.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -177225.593750 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -177225.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -177270.390625 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -177270.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -177293.421875 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -177293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -177304.859375 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -177304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -177310.234375 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -177310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -177313.765625 Penalty: 2614.816162
	Iteration 25Q: 3 clusters Score -177313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -177318.406250 Penalty: 2614.816162
	Iteration 26Q: 3 clusters Score -177318.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -177325.203125 Penalty: 2614.816162
	Iteration 27Q: 3 clusters Score -177325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -177333.125000 Penalty: 2614.816162
	Iteration 28Q: 3 clusters Score -177333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -177337.781250 Penalty: 2614.816162
	Iteration 29Q: 3 clusters Score -177337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -177342.734375 Penalty: 2614.816162
	Iteration 30Q: 3 clusters Score -177342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -177346.796875 Penalty: 2614.816162
	Iteration 31Q: 3 clusters Score -177346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -177349.968750 Penalty: 2614.816162
	Iteration 32Q: 3 clusters Score -177350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -177355.187500 Penalty: 2614.816162
	Iteration 33Q: 3 clusters Score -177355.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -177359.796875 Penalty: 2614.816162
	Iteration 34Q: 3 clusters Score -177359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -177366.187500 Penalty: 2614.816162
	Iteration 35Q: 3 clusters Score -177366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -177369.703125 Penalty: 2614.816162
	Iteration 36Q: 3 clusters Score -177369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -177370.781250 Penalty: 2614.816162
	Iteration 37Q: 3 clusters Score -177370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -177370.781250 Penalty: 2614.816162
	Iteration 38F: 3 clusters Score -177370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 1772 members 
Entering Unmasked Estep 
Score: -30930744.000000 Penalty: 85910.117188
Splitting cluster 4 changes total score from -30930924.000000 to -30930744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Entering Unmasked Estep 
Score: -1269483.375000 Penalty: 1615.705688
	Iteration 0F: 2 clusters Score -1269483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1255325.375000 Penalty: 3231.411377
	Iteration 0F: 3 clusters Score -1255325 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1260422.500000 Penalty: 3231.411377
	Iteration 1F: 3 clusters Score -1260422 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1260720.125000 Penalty: 3231.411377
	Iteration 2Q: 3 clusters Score -1260720 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1260984.750000 Penalty: 3231.411377
	Iteration 3Q: 3 clusters Score -1260985 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1261239.375000 Penalty: 3231.411377
	Iteration 4Q: 3 clusters Score -1261239 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1261474.500000 Penalty: 3231.411377
	Iteration 5Q: 3 clusters Score -1261474 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1261740.625000 Penalty: 3231.411377
	Iteration 6Q: 3 clusters Score -1261741 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1262049.125000 Penalty: 3231.411377
	Iteration 7Q: 3 clusters Score -1262049 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1262450.500000 Penalty: 3231.411377
	Iteration 8Q: 3 clusters Score -1262450 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1262905.625000 Penalty: 3231.411377
	Iteration 9Q: 3 clusters Score -1262906 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1263463.500000 Penalty: 3231.411377
	Iteration 10Q: 3 clusters Score -1263464 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1264028.625000 Penalty: 3231.411377
	Iteration 11Q: 3 clusters Score -1264029 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1264632.000000 Penalty: 3231.411377
	Iteration 12Q: 3 clusters Score -1264632 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1265166.500000 Penalty: 3231.411377
	Iteration 13Q: 3 clusters Score -1265166 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1265605.000000 Penalty: 3231.411377
	Iteration 14Q: 3 clusters Score -1265605 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1266007.500000 Penalty: 3231.411377
	Iteration 15Q: 3 clusters Score -1266008 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1266403.375000 Penalty: 3231.411377
	Iteration 16Q: 3 clusters Score -1266403 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1266735.375000 Penalty: 3231.411377
	Iteration 17Q: 3 clusters Score -1266735 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1267002.000000 Penalty: 3231.411377
	Iteration 18Q: 3 clusters Score -1267002 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -1267246.250000 Penalty: 3231.411377
	Iteration 19Q: 3 clusters Score -1267246 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1267481.125000 Penalty: 3231.411377
	Iteration 20F: 3 clusters Score -1267481 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -1267636.125000 Penalty: 3231.411377
	Iteration 21Q: 3 clusters Score -1267636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1267760.250000 Penalty: 3231.411377
	Iteration 22Q: 3 clusters Score -1267760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1267839.750000 Penalty: 3231.411377
	Iteration 23Q: 3 clusters Score -1267840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1267887.000000 Penalty: 3231.411377
	Iteration 24Q: 3 clusters Score -1267887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1267917.125000 Penalty: 3231.411377
	Iteration 25Q: 3 clusters Score -1267917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1267943.375000 Penalty: 3231.411377
	Iteration 26Q: 3 clusters Score -1267943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -1267979.000000 Penalty: 3231.411377
	Iteration 27Q: 3 clusters Score -1267979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1267994.375000 Penalty: 3231.411377
	Iteration 28Q: 3 clusters Score -1267994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -1268013.000000 Penalty: 3231.411377
	Iteration 29Q: 3 clusters Score -1268013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -1268026.500000 Penalty: 3231.411377
	Iteration 30Q: 3 clusters Score -1268026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1268037.500000 Penalty: 3231.411377
	Iteration 31Q: 3 clusters Score -1268038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1268048.250000 Penalty: 3231.411377
	Iteration 32Q: 3 clusters Score -1268048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1268058.625000 Penalty: 3231.411377
	Iteration 33Q: 3 clusters Score -1268059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1268066.750000 Penalty: 3231.411377
	Iteration 34Q: 3 clusters Score -1268067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1268071.250000 Penalty: 3231.411377
	Iteration 35Q: 3 clusters Score -1268071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1268074.375000 Penalty: 3231.411377
	Iteration 36Q: 3 clusters Score -1268074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1268077.000000 Penalty: 3231.411377
	Iteration 37Q: 3 clusters Score -1268077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1268076.875000 Penalty: 3231.411377
	Iteration 38Q: 3 clusters Score -1268077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1268078.750000 Penalty: 3231.411377
	Iteration 39Q: 3 clusters Score -1268079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1268078.750000 Penalty: 3231.411377
	Iteration 40F: 3 clusters Score -1268079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1268078.500000 Penalty: 3231.411377
	Iteration 41Q: 3 clusters Score -1268078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1268078.500000 Penalty: 3231.411377
	Iteration 42F: 3 clusters Score -1268078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -57020.234375 Penalty: 1156.414062
	Iteration 0F: 2 clusters Score -57020.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -55444.957031 Penalty: 2312.828125
	Iteration 0F: 3 clusters Score -55444.96 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55842.789062 Penalty: 2312.828125
	Iteration 1F: 3 clusters Score -55842.79 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -55989.378906 Penalty: 2312.828125
	Iteration 2F: 3 clusters Score -55989.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -56119.449219 Penalty: 2312.828125
	Iteration 3F: 3 clusters Score -56119.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -56267.644531 Penalty: 2312.828125
	Iteration 4F: 3 clusters Score -56267.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -56388.882812 Penalty: 2312.828125
	Iteration 5F: 3 clusters Score -56388.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -56461.550781 Penalty: 2312.828125
	Iteration 6Q: 3 clusters Score -56461.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -56503.667969 Penalty: 2312.828125
	Iteration 7Q: 3 clusters Score -56503.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -56543.335938 Penalty: 2312.828125
	Iteration 8Q: 3 clusters Score -56543.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -56570.343750 Penalty: 2312.828125
	Iteration 9Q: 3 clusters Score -56570.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -56595.464844 Penalty: 2312.828125
	Iteration 10Q: 3 clusters Score -56595.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -56619.902344 Penalty: 2312.828125
	Iteration 11Q: 3 clusters Score -56619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -56633.542969 Penalty: 2312.828125
	Iteration 12Q: 3 clusters Score -56633.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -56642.824219 Penalty: 2312.828125
	Iteration 13Q: 3 clusters Score -56642.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -56646.394531 Penalty: 2312.828125
	Iteration 14Q: 3 clusters Score -56646.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -56647.554688 Penalty: 2312.828125
	Iteration 15Q: 3 clusters Score -56647.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -56648.007812 Penalty: 2312.828125
	Iteration 16Q: 3 clusters Score -56648.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -56648.578125 Penalty: 2312.828125
	Iteration 17Q: 3 clusters Score -56648.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -56649.628906 Penalty: 2312.828125
	Iteration 18Q: 3 clusters Score -56649.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -56650.992188 Penalty: 2312.828125
	Iteration 19Q: 3 clusters Score -56650.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -56652.371094 Penalty: 2312.828125
	Iteration 20F: 3 clusters Score -56652.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -58719.070312 Penalty: 1168.851807
	Iteration 0F: 2 clusters Score -58719.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -57100.398438 Penalty: 2337.703613
	Iteration 0F: 3 clusters Score -57100.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57592.386719 Penalty: 2337.703613
	Iteration 1F: 3 clusters Score -57592.39 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57922.917969 Penalty: 2337.703613
	Iteration 2F: 3 clusters Score -57922.92 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58317.714844 Penalty: 2337.703613
	Iteration 3F: 3 clusters Score -58317.71 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58628.871094 Penalty: 2337.703613
	Iteration 4F: 3 clusters Score -58628.87 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58883.234375 Penalty: 2337.703613
	Iteration 5F: 3 clusters Score -58883.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -59005.273438 Penalty: 2337.703613
	Iteration 6Q: 3 clusters Score -59005.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59073.421875 Penalty: 2337.703613
	Iteration 7Q: 3 clusters Score -59073.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -59127.609375 Penalty: 2337.703613
	Iteration 8Q: 3 clusters Score -59127.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -59167.707031 Penalty: 2337.703613
	Iteration 9Q: 3 clusters Score -59167.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -59213.457031 Penalty: 2337.703613
	Iteration 10Q: 3 clusters Score -59213.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59266.316406 Penalty: 2337.703613
	Iteration 11Q: 3 clusters Score -59266.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59327.093750 Penalty: 2337.703613
	Iteration 12Q: 3 clusters Score -59327.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -59359.238281 Penalty: 2337.703613
	Iteration 13Q: 3 clusters Score -59359.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -59379.015625 Penalty: 2337.703613
	Iteration 14Q: 3 clusters Score -59379.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59395.820312 Penalty: 2337.703613
	Iteration 15Q: 3 clusters Score -59395.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -59409.171875 Penalty: 2337.703613
	Iteration 16Q: 3 clusters Score -59409.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -59419.839844 Penalty: 2337.703613
	Iteration 17Q: 3 clusters Score -59419.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -59425.347656 Penalty: 2337.703613
	Iteration 18Q: 3 clusters Score -59425.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -59432.019531 Penalty: 2337.703613
	Iteration 19Q: 3 clusters Score -59432.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -59436.429688 Penalty: 2337.703613
	Iteration 20F: 3 clusters Score -59436.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59439.800781 Penalty: 2337.703613
	Iteration 21Q: 3 clusters Score -59439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -59448.656250 Penalty: 2337.703613
	Iteration 22Q: 3 clusters Score -59448.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -59458.691406 Penalty: 2337.703613
	Iteration 23Q: 3 clusters Score -59458.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -59461.007812 Penalty: 2337.703613
	Iteration 24Q: 3 clusters Score -59461.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -59462.113281 Penalty: 2337.703613
	Iteration 25Q: 3 clusters Score -59462.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -59462.113281 Penalty: 2337.703613
	Iteration 26F: 3 clusters Score -59462.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 803 members 
Entering Unmasked Estep 
Score: -30930690.000000 Penalty: 85910.117188
Splitting cluster 7 changes total score from -30930924.000000 to -30930690.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -154733.765625 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -154733.8 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 1433 members 
Entering Unmasked Estep 
Score: -152052.578125 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -152052.6 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -152764.687500 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -152764.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -152946.453125 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -152946.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -153095.218750 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -153095.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -153247.687500 Penalty: 2590.153809
	Iteration 4F: 3 clusters Score -153247.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -153411.343750 Penalty: 2590.153809
	Iteration 5F: 3 clusters Score -153411.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -153536.171875 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -153536.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -153666.718750 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -153666.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -153787.640625 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -153787.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -153880.109375 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -153880.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -153934.828125 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -153934.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -153979.890625 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -153979.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -154007.484375 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -154007.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -154024.453125 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -154024.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -154037.937500 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -154037.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -154052.562500 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -154052.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -154067.453125 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -154067.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -154084.171875 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -154084.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -154096.078125 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -154096.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -154101.281250 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -154101.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -154105.843750 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -154105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -154109.015625 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -154109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -154113.437500 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -154113.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -154118.562500 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -154118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -154123.078125 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -154123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -154126.859375 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -154126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -154130.125000 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -154130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -154134.781250 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -154134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -154137.890625 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -154137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -154141.562500 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -154141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -154143.250000 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -154143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -154146.984375 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -154147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -154150.109375 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -154150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -154153.515625 Penalty: 2590.153809
	Iteration 33Q: 3 clusters Score -154153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -154157.921875 Penalty: 2590.153809
	Iteration 34Q: 3 clusters Score -154157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -154161.062500 Penalty: 2590.153809
	Iteration 35Q: 3 clusters Score -154161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -154163.281250 Penalty: 2590.153809
	Iteration 36Q: 3 clusters Score -154163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -154164.390625 Penalty: 2590.153809
	Iteration 37Q: 3 clusters Score -154164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -154164.421875 Penalty: 2590.153809
	Iteration 38Q: 3 clusters Score -154164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -154165.390625 Penalty: 2590.153809
	Iteration 39Q: 3 clusters Score -154165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -154165.390625 Penalty: 2590.153809
	Iteration 40F: 3 clusters Score -154165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -103686.664062 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -103686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101756.765625 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -101756.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -102144.406250 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -102144.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -102252.507812 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -102252.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -102305.054688 Penalty: 2430.405273
	Iteration 3Q: 3 clusters Score -102305.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102335.437500 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -102335.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -102358.859375 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -102358.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102371.640625 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -102371.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102383.265625 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -102383.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -102393.648438 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -102393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -102401.757812 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -102401.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -102413.203125 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -102413.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -102425.687500 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -102425.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -102436.109375 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -102436.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102440.820312 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -102440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -102446.046875 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -102446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102452.140625 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -102452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102454.992188 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -102455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102457.859375 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -102457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102462.015625 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -102462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -102466.171875 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -102466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -102471.015625 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -102471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -102473.820312 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -102473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102476.500000 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -102476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102480.632812 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -102480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -102488.101562 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -102488.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -102493.953125 Penalty: 2430.405273
	Iteration 25Q: 3 clusters Score -102494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -102502.039062 Penalty: 2430.405273
	Iteration 26Q: 3 clusters Score -102502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -102505.250000 Penalty: 2430.405273
	Iteration 27Q: 3 clusters Score -102505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -102505.515625 Penalty: 2430.405273
	Iteration 28Q: 3 clusters Score -102505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -102505.515625 Penalty: 2430.405273
	Iteration 29F: 3 clusters Score -102505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Entering Unmasked Estep 
Score: -526026.125000 Penalty: 1498.361572
	Iteration 0F: 2 clusters Score -526026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -518799.375000 Penalty: 2996.723145
	Iteration 0F: 3 clusters Score -518799.4 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -521416.156250 Penalty: 2996.723145
	Iteration 1F: 3 clusters Score -521416.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -521886.531250 Penalty: 2996.723145
	Iteration 2F: 3 clusters Score -521886.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -522287.875000 Penalty: 2996.723145
	Iteration 3F: 3 clusters Score -522287.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -522655.093750 Penalty: 2996.723145
	Iteration 4F: 3 clusters Score -522655.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -523011.031250 Penalty: 2996.723145
	Iteration 5F: 3 clusters Score -523011 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -523391.843750 Penalty: 2996.723145
	Iteration 6Q: 3 clusters Score -523391.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -523803.437500 Penalty: 2996.723145
	Iteration 7Q: 3 clusters Score -523803.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -524168.156250 Penalty: 2996.723145
	Iteration 8Q: 3 clusters Score -524168.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -524396.125000 Penalty: 2996.723145
	Iteration 9Q: 3 clusters Score -524396.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -524572.375000 Penalty: 2996.723145
	Iteration 10Q: 3 clusters Score -524572.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -524748.000000 Penalty: 2996.723145
	Iteration 11Q: 3 clusters Score -524748 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -524907.750000 Penalty: 2996.723145
	Iteration 12Q: 3 clusters Score -524907.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -525036.812500 Penalty: 2996.723145
	Iteration 13Q: 3 clusters Score -525036.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -525136.750000 Penalty: 2996.723145
	Iteration 14Q: 3 clusters Score -525136.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -525206.125000 Penalty: 2996.723145
	Iteration 15Q: 3 clusters Score -525206.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -525237.062500 Penalty: 2996.723145
	Iteration 16Q: 3 clusters Score -525237.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -525260.000000 Penalty: 2996.723145
	Iteration 17Q: 3 clusters Score -525260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -525283.437500 Penalty: 2996.723145
	Iteration 18Q: 3 clusters Score -525283.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -525298.750000 Penalty: 2996.723145
	Iteration 19Q: 3 clusters Score -525298.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -525313.375000 Penalty: 2996.723145
	Iteration 20F: 3 clusters Score -525313.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -525321.000000 Penalty: 2996.723145
	Iteration 21Q: 3 clusters Score -525321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -525325.187500 Penalty: 2996.723145
	Iteration 22Q: 3 clusters Score -525325.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -525331.000000 Penalty: 2996.723145
	Iteration 23Q: 3 clusters Score -525331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -525333.500000 Penalty: 2996.723145
	Iteration 24Q: 3 clusters Score -525333.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -525337.687500 Penalty: 2996.723145
	Iteration 25Q: 3 clusters Score -525337.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -525344.062500 Penalty: 2996.723145
	Iteration 26Q: 3 clusters Score -525344.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -525348.437500 Penalty: 2996.723145
	Iteration 27Q: 3 clusters Score -525348.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -525351.937500 Penalty: 2996.723145
	Iteration 28Q: 3 clusters Score -525351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -525356.625000 Penalty: 2996.723145
	Iteration 29Q: 3 clusters Score -525356.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -525359.562500 Penalty: 2996.723145
	Iteration 30Q: 3 clusters Score -525359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -525362.375000 Penalty: 2996.723145
	Iteration 31Q: 3 clusters Score -525362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -525363.812500 Penalty: 2996.723145
	Iteration 32Q: 3 clusters Score -525363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -525365.250000 Penalty: 2996.723145
	Iteration 33Q: 3 clusters Score -525365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -525366.750000 Penalty: 2996.723145
	Iteration 34Q: 3 clusters Score -525366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -525368.562500 Penalty: 2996.723145
	Iteration 35Q: 3 clusters Score -525368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -525370.812500 Penalty: 2996.723145
	Iteration 36Q: 3 clusters Score -525370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -525370.062500 Penalty: 2996.723145
	Iteration 37Q: 3 clusters Score -525370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -525372.250000 Penalty: 2996.723145
	Iteration 38Q: 3 clusters Score -525372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -525371.875000 Penalty: 2996.723145
	Iteration 39Q: 3 clusters Score -525371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -525371.375000 Penalty: 2996.723145
	Iteration 40F: 3 clusters Score -525371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -525371.062500 Penalty: 2996.723145
	Iteration 41Q: 3 clusters Score -525371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -525371.062500 Penalty: 2996.723145
	Iteration 42F: 3 clusters Score -525371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -229983.531250 Penalty: 1354.819214
	Iteration 0F: 2 clusters Score -229983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -226504.937500 Penalty: 2709.638428
	Iteration 0F: 3 clusters Score -226504.9 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -227457.000000 Penalty: 2709.638428
	Iteration 1F: 3 clusters Score -227457 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -227707.921875 Penalty: 2709.638428
	Iteration 2F: 3 clusters Score -227707.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -227992.328125 Penalty: 2709.638428
	Iteration 3F: 3 clusters Score -227992.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -228276.625000 Penalty: 2709.638428
	Iteration 4F: 3 clusters Score -228276.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -228616.750000 Penalty: 2709.638428
	Iteration 5F: 3 clusters Score -228616.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -228978.843750 Penalty: 2709.638428
	Iteration 6F: 3 clusters Score -228978.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -229364.500000 Penalty: 2709.638428
	Iteration 7F: 3 clusters Score -229364.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -229571.171875 Penalty: 2709.638428
	Iteration 8F: 3 clusters Score -229571.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -229665.546875 Penalty: 2709.638428
	Iteration 9Q: 3 clusters Score -229665.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -229738.859375 Penalty: 2709.638428
	Iteration 10Q: 3 clusters Score -229738.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -229814.875000 Penalty: 2709.638428
	Iteration 11Q: 3 clusters Score -229814.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -229901.000000 Penalty: 2709.638428
	Iteration 12Q: 3 clusters Score -229901 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -229994.812500 Penalty: 2709.638428
	Iteration 13Q: 3 clusters Score -229994.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -230102.828125 Penalty: 2709.638428
	Iteration 14Q: 3 clusters Score -230102.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -230207.265625 Penalty: 2709.638428
	Iteration 15Q: 3 clusters Score -230207.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -230278.765625 Penalty: 2709.638428
	Iteration 16Q: 3 clusters Score -230278.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -230352.234375 Penalty: 2709.638428
	Iteration 17Q: 3 clusters Score -230352.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -230402.171875 Penalty: 2709.638428
	Iteration 18Q: 3 clusters Score -230402.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -230450.640625 Penalty: 2709.638428
	Iteration 19Q: 3 clusters Score -230450.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -230505.406250 Penalty: 2709.638428
	Iteration 20F: 3 clusters Score -230505.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -230604.687500 Penalty: 2709.638428
	Iteration 21Q: 3 clusters Score -230604.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -230787.390625 Penalty: 2709.638428
	Iteration 22Q: 3 clusters Score -230787.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -231088.109375 Penalty: 2709.638428
	Iteration 23Q: 3 clusters Score -231088.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -231229.406250 Penalty: 2709.638428
	Iteration 24Q: 3 clusters Score -231229.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -231251.265625 Penalty: 2709.638428
	Iteration 25Q: 3 clusters Score -231251.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -231255.828125 Penalty: 2709.638428
	Iteration 26Q: 3 clusters Score -231255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -231258.250000 Penalty: 2709.638428
	Iteration 27Q: 3 clusters Score -231258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -231261.281250 Penalty: 2709.638428
	Iteration 28Q: 3 clusters Score -231261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -231262.312500 Penalty: 2709.638428
	Iteration 29Q: 3 clusters Score -231262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -231262.859375 Penalty: 2709.638428
	Iteration 30Q: 3 clusters Score -231262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -231262.859375 Penalty: 2709.638428
	Iteration 31F: 3 clusters Score -231262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2572 members 
Entering Unmasked Estep 
Score: -30931392.000000 Penalty: 85910.117188
Splitting cluster 11 changes total score from -30930924.000000 to -30931392.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (75370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Entering Unmasked Estep 
Score: -4573908.500000 Penalty: 1824.901733
	Iteration 0F: 2 clusters Score -4573908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4523295.000000 Penalty: 3649.803467
	Iteration 0F: 3 clusters Score -4523295 nChanged 35932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4543849.500000 Penalty: 3649.803467
	Iteration 1F: 3 clusters Score -4543850 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4544368.000000 Penalty: 3649.803467
	Iteration 2Q: 3 clusters Score -4544368 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4545011.500000 Penalty: 3649.803467
	Iteration 3Q: 3 clusters Score -4545012 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4545901.500000 Penalty: 3649.803467
	Iteration 4Q: 3 clusters Score -4545902 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -4547287.500000 Penalty: 3649.803467
	Iteration 5Q: 3 clusters Score -4547288 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4549744.500000 Penalty: 3649.803467
	Iteration 6F: 3 clusters Score -4549744 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4553770.000000 Penalty: 3649.803467
	Iteration 7F: 3 clusters Score -4553770 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4559359.500000 Penalty: 3649.803467
	Iteration 8F: 3 clusters Score -4559360 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4564829.500000 Penalty: 3649.803467
	Iteration 9F: 3 clusters Score -4564830 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4568589.500000 Penalty: 3649.803467
	Iteration 10F: 3 clusters Score -4568590 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4570623.000000 Penalty: 3649.803467
	Iteration 11Q: 3 clusters Score -4570623 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4571657.000000 Penalty: 3649.803467
	Iteration 12Q: 3 clusters Score -4571657 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4572004.500000 Penalty: 3649.803467
	Iteration 13Q: 3 clusters Score -4572004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4572180.000000 Penalty: 3649.803467
	Iteration 14Q: 3 clusters Score -4572180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4572268.500000 Penalty: 3649.803467
	Iteration 15Q: 3 clusters Score -4572268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4572310.000000 Penalty: 3649.803467
	Iteration 16Q: 3 clusters Score -4572310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4572330.500000 Penalty: 3649.803467
	Iteration 17Q: 3 clusters Score -4572330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4572342.500000 Penalty: 3649.803467
	Iteration 18Q: 3 clusters Score -4572342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4572347.500000 Penalty: 3649.803467
	Iteration 19Q: 3 clusters Score -4572348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4572351.500000 Penalty: 3649.803467
	Iteration 20F: 3 clusters Score -4572352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4572358.000000 Penalty: 3649.803467
	Iteration 21Q: 3 clusters Score -4572358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4572362.000000 Penalty: 3649.803467
	Iteration 22Q: 3 clusters Score -4572362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4572359.500000 Penalty: 3649.803467
	Iteration 23Q: 3 clusters Score -4572360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4572360.000000 Penalty: 3649.803467
	Iteration 24Q: 3 clusters Score -4572360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4572362.000000 Penalty: 3649.803467
	Iteration 25Q: 3 clusters Score -4572362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4572362.000000 Penalty: 3649.803467
	Iteration 26F: 3 clusters Score -4572362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Entering Unmasked Estep 
Score: -3368807.000000 Penalty: 1775.575928
	Iteration 0F: 2 clusters Score -3368807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3331568.500000 Penalty: 3551.151855
	Iteration 0F: 3 clusters Score -3331568 nChanged 26191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3346380.250000 Penalty: 3551.151855
	Iteration 1F: 3 clusters Score -3346380 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3347042.250000 Penalty: 3551.151855
	Iteration 2Q: 3 clusters Score -3347042 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -3347957.000000 Penalty: 3551.151855
	Iteration 3Q: 3 clusters Score -3347957 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -3349410.750000 Penalty: 3551.151855
	Iteration 4F: 3 clusters Score -3349411 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -3351875.250000 Penalty: 3551.151855
	Iteration 5F: 3 clusters Score -3351875 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -3355884.500000 Penalty: 3551.151855
	Iteration 6F: 3 clusters Score -3355884 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -3360591.000000 Penalty: 3551.151855
	Iteration 7F: 3 clusters Score -3360591 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -3364207.250000 Penalty: 3551.151855
	Iteration 8F: 3 clusters Score -3364207 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -3366019.750000 Penalty: 3551.151855
	Iteration 9Q: 3 clusters Score -3366020 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -3366754.250000 Penalty: 3551.151855
	Iteration 10Q: 3 clusters Score -3366754 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -3367018.000000 Penalty: 3551.151855
	Iteration 11Q: 3 clusters Score -3367018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -3367158.250000 Penalty: 3551.151855
	Iteration 12Q: 3 clusters Score -3367158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -3367222.250000 Penalty: 3551.151855
	Iteration 13Q: 3 clusters Score -3367222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -3367252.000000 Penalty: 3551.151855
	Iteration 14Q: 3 clusters Score -3367252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -3367276.500000 Penalty: 3551.151855
	Iteration 15Q: 3 clusters Score -3367276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -3367297.500000 Penalty: 3551.151855
	Iteration 16Q: 3 clusters Score -3367298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -3367301.000000 Penalty: 3551.151855
	Iteration 17Q: 3 clusters Score -3367301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -3367307.250000 Penalty: 3551.151855
	Iteration 18Q: 3 clusters Score -3367307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -3367315.750000 Penalty: 3551.151855
	Iteration 19Q: 3 clusters Score -3367316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -3367318.250000 Penalty: 3551.151855
	Iteration 20F: 3 clusters Score -3367318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -3367319.750000 Penalty: 3551.151855
	Iteration 21Q: 3 clusters Score -3367320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -3367326.000000 Penalty: 3551.151855
	Iteration 22Q: 3 clusters Score -3367326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -3367326.000000 Penalty: 3551.151855
	Iteration 23Q: 3 clusters Score -3367326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -3367328.250000 Penalty: 3551.151855
	Iteration 24Q: 3 clusters Score -3367328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -3367331.500000 Penalty: 3551.151855
	Iteration 25Q: 3 clusters Score -3367332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -3367335.500000 Penalty: 3551.151855
	Iteration 26Q: 3 clusters Score -3367336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -3367344.250000 Penalty: 3551.151855
	Iteration 27Q: 3 clusters Score -3367344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -3367347.750000 Penalty: 3551.151855
	Iteration 28Q: 3 clusters Score -3367348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -3367347.750000 Penalty: 3551.151855
	Iteration 29F: 3 clusters Score -3367348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Entering Unmasked Estep 
Score: -462346.312500 Penalty: 1459.318848
	Iteration 0F: 2 clusters Score -462346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -456443.406250 Penalty: 2918.637695
	Iteration 0F: 3 clusters Score -456443.4 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -458442.875000 Penalty: 2918.637695
	Iteration 1F: 3 clusters Score -458442.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -458895.156250 Penalty: 2918.637695
	Iteration 2F: 3 clusters Score -458895.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -459577.500000 Penalty: 2918.637695
	Iteration 3F: 3 clusters Score -459577.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -460455.968750 Penalty: 2918.637695
	Iteration 4F: 3 clusters Score -460456 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -460958.093750 Penalty: 2918.637695
	Iteration 5F: 3 clusters Score -460958.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -461273.718750 Penalty: 2918.637695
	Iteration 6F: 3 clusters Score -461273.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -461489.687500 Penalty: 2918.637695
	Iteration 7Q: 3 clusters Score -461489.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -461658.843750 Penalty: 2918.637695
	Iteration 8Q: 3 clusters Score -461658.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -461803.281250 Penalty: 2918.637695
	Iteration 9Q: 3 clusters Score -461803.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -461930.343750 Penalty: 2918.637695
	Iteration 10Q: 3 clusters Score -461930.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -462023.906250 Penalty: 2918.637695
	Iteration 11Q: 3 clusters Score -462023.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -462089.937500 Penalty: 2918.637695
	Iteration 12Q: 3 clusters Score -462089.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -462137.281250 Penalty: 2918.637695
	Iteration 13Q: 3 clusters Score -462137.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -462169.218750 Penalty: 2918.637695
	Iteration 14Q: 3 clusters Score -462169.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -462200.750000 Penalty: 2918.637695
	Iteration 15Q: 3 clusters Score -462200.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -462234.406250 Penalty: 2918.637695
	Iteration 16Q: 3 clusters Score -462234.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -462266.093750 Penalty: 2918.637695
	Iteration 17Q: 3 clusters Score -462266.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -462288.843750 Penalty: 2918.637695
	Iteration 18Q: 3 clusters Score -462288.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -462312.156250 Penalty: 2918.637695
	Iteration 19Q: 3 clusters Score -462312.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -462348.937500 Penalty: 2918.637695
	Iteration 20F: 3 clusters Score -462348.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -462378.406250 Penalty: 2918.637695
	Iteration 21Q: 3 clusters Score -462378.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -462397.375000 Penalty: 2918.637695
	Iteration 22Q: 3 clusters Score -462397.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -462407.031250 Penalty: 2918.637695
	Iteration 23Q: 3 clusters Score -462407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -462417.187500 Penalty: 2918.637695
	Iteration 24Q: 3 clusters Score -462417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -462422.062500 Penalty: 2918.637695
	Iteration 25Q: 3 clusters Score -462422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -462424.781250 Penalty: 2918.637695
	Iteration 26Q: 3 clusters Score -462424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -462428.906250 Penalty: 2918.637695
	Iteration 27Q: 3 clusters Score -462428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -462430.500000 Penalty: 2918.637695
	Iteration 28Q: 3 clusters Score -462430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -462431.500000 Penalty: 2918.637695
	Iteration 29Q: 3 clusters Score -462431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -462431.500000 Penalty: 2918.637695
	Iteration 30F: 3 clusters Score -462431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 7121 members 
Entering Unmasked Estep 
Score: -30930752.000000 Penalty: 88057.867188
Splitting cluster 14 changes total score from -30930924.000000 to -30930752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -72103.929688 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -72103.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -70458.710938 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -70458.71 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70820.000000 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -70820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70966.625000 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -70966.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -71062.546875 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -71062.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -71130.703125 Penalty: 2332.034180
	Iteration 4Q: 3 clusters Score -71130.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71183.210938 Penalty: 2332.034180
	Iteration 5Q: 3 clusters Score -71183.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71218.562500 Penalty: 2332.034180
	Iteration 6Q: 3 clusters Score -71218.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -71241.320312 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -71241.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71253.687500 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -71253.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -71282.789062 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -71282.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -71313.203125 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -71313.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -71353.945312 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -71353.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -71389.617188 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -71389.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -71414.101562 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -71414.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -71431.851562 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -71431.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -71446.210938 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -71446.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -71458.289062 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -71458.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -71462.164062 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -71462.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -71462.718750 Penalty: 2332.034180
	Iteration 18Q: 3 clusters Score -71462.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -71463.554688 Penalty: 2332.034180
	Iteration 19Q: 3 clusters Score -71463.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -71463.906250 Penalty: 2332.034180
	Iteration 20F: 3 clusters Score -71463.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -71469.046875 Penalty: 2332.034180
	Iteration 21Q: 3 clusters Score -71469.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -71472.585938 Penalty: 2332.034180
	Iteration 22Q: 3 clusters Score -71472.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71474.937500 Penalty: 2332.034180
	Iteration 23Q: 3 clusters Score -71474.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -71478.101562 Penalty: 2332.034180
	Iteration 24Q: 3 clusters Score -71478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -71480.414062 Penalty: 2332.034180
	Iteration 25Q: 3 clusters Score -71480.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -71482.929688 Penalty: 2332.034180
	Iteration 26Q: 3 clusters Score -71482.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -71489.851562 Penalty: 2332.034180
	Iteration 27Q: 3 clusters Score -71489.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -71494.492188 Penalty: 2332.034180
	Iteration 28Q: 3 clusters Score -71494.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -71498.015625 Penalty: 2332.034180
	Iteration 29Q: 3 clusters Score -71498.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -71500.632812 Penalty: 2332.034180
	Iteration 30Q: 3 clusters Score -71500.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -71504.078125 Penalty: 2332.034180
	Iteration 31Q: 3 clusters Score -71504.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -71507.765625 Penalty: 2332.034180
	Iteration 32Q: 3 clusters Score -71507.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -71513.015625 Penalty: 2332.034180
	Iteration 33Q: 3 clusters Score -71513.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -71519.703125 Penalty: 2332.034180
	Iteration 34Q: 3 clusters Score -71519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -71529.500000 Penalty: 2332.034180
	Iteration 35Q: 3 clusters Score -71529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -71538.851562 Penalty: 2332.034180
	Iteration 36Q: 3 clusters Score -71538.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -71544.531250 Penalty: 2332.034180
	Iteration 37Q: 3 clusters Score -71544.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -71551.507812 Penalty: 2332.034180
	Iteration 38Q: 3 clusters Score -71551.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -71555.687500 Penalty: 2332.034180
	Iteration 39Q: 3 clusters Score -71555.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -71555.687500 Penalty: 2332.034180
	Iteration 40F: 3 clusters Score -71555.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -209794.578125 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -209794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -206648.390625 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -206648.4 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -207558.343750 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -207558.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -207872.000000 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -207872 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -208281.218750 Penalty: 2674.764404
	Iteration 3F: 3 clusters Score -208281.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -208820.140625 Penalty: 2674.764404
	Iteration 4F: 3 clusters Score -208820.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -209110.390625 Penalty: 2674.764404
	Iteration 5F: 3 clusters Score -209110.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -209256.328125 Penalty: 2674.764404
	Iteration 6Q: 3 clusters Score -209256.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -209366.781250 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -209366.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -209468.531250 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -209468.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -209547.656250 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -209547.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -209605.453125 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -209605.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -209658.937500 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -209658.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209713.750000 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -209713.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209742.015625 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -209742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209767.234375 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -209767.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -209786.578125 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -209786.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -209797.562500 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -209797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -209799.046875 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -209799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -209800.093750 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -209800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -209800.312500 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -209800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -209801.000000 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -209801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -209802.156250 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -209802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -209803.531250 Penalty: 2674.764404
	Iteration 22Q: 3 clusters Score -209803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -209805.203125 Penalty: 2674.764404
	Iteration 23Q: 3 clusters Score -209805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -209806.453125 Penalty: 2674.764404
	Iteration 24Q: 3 clusters Score -209806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -209807.046875 Penalty: 2674.764404
	Iteration 25Q: 3 clusters Score -209807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -209807.546875 Penalty: 2674.764404
	Iteration 26Q: 3 clusters Score -209807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -209807.546875 Penalty: 2674.764404
	Iteration 27F: 3 clusters Score -209807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 1077 members 
Entering Unmasked Estep 
Score: -30930580.000000 Penalty: 88057.867188
Splitting cluster 16 changes total score from -30930924.000000 to -30930580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (69912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Entering Unmasked Estep 
Score: -4214312.500000 Penalty: 1812.686401
	Iteration 0F: 2 clusters Score -4214312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4167581.250000 Penalty: 3625.372803
	Iteration 0F: 3 clusters Score -4167581 nChanged 33145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4187859.250000 Penalty: 3625.372803
	Iteration 1F: 3 clusters Score -4187859 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4189860.250000 Penalty: 3625.372803
	Iteration 2F: 3 clusters Score -4189860 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4192480.250000 Penalty: 3625.372803
	Iteration 3F: 3 clusters Score -4192480 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4195429.000000 Penalty: 3625.372803
	Iteration 4F: 3 clusters Score -4195429 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4198261.500000 Penalty: 3625.372803
	Iteration 5F: 3 clusters Score -4198262 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4200735.000000 Penalty: 3625.372803
	Iteration 6F: 3 clusters Score -4200735 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4202942.500000 Penalty: 3625.372803
	Iteration 7Q: 3 clusters Score -4202942 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4205101.000000 Penalty: 3625.372803
	Iteration 8Q: 3 clusters Score -4205101 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -4206922.000000 Penalty: 3625.372803
	Iteration 9Q: 3 clusters Score -4206922 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -4208134.500000 Penalty: 3625.372803
	Iteration 10Q: 3 clusters Score -4208134 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4208775.500000 Penalty: 3625.372803
	Iteration 11Q: 3 clusters Score -4208776 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4209165.000000 Penalty: 3625.372803
	Iteration 12Q: 3 clusters Score -4209165 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4209415.500000 Penalty: 3625.372803
	Iteration 13Q: 3 clusters Score -4209416 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4209612.500000 Penalty: 3625.372803
	Iteration 14Q: 3 clusters Score -4209612 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4209811.000000 Penalty: 3625.372803
	Iteration 15Q: 3 clusters Score -4209811 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4209959.500000 Penalty: 3625.372803
	Iteration 16Q: 3 clusters Score -4209960 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4210115.500000 Penalty: 3625.372803
	Iteration 17Q: 3 clusters Score -4210116 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4210243.000000 Penalty: 3625.372803
	Iteration 18Q: 3 clusters Score -4210243 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4210365.000000 Penalty: 3625.372803
	Iteration 19Q: 3 clusters Score -4210365 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4210488.000000 Penalty: 3625.372803
	Iteration 20F: 3 clusters Score -4210488 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4210622.000000 Penalty: 3625.372803
	Iteration 21Q: 3 clusters Score -4210622 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4210747.000000 Penalty: 3625.372803
	Iteration 22Q: 3 clusters Score -4210747 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4210874.000000 Penalty: 3625.372803
	Iteration 23Q: 3 clusters Score -4210874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4210956.500000 Penalty: 3625.372803
	Iteration 24Q: 3 clusters Score -4210956 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4211084.000000 Penalty: 3625.372803
	Iteration 25Q: 3 clusters Score -4211084 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4211195.000000 Penalty: 3625.372803
	Iteration 26Q: 3 clusters Score -4211195 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4211302.500000 Penalty: 3625.372803
	Iteration 27Q: 3 clusters Score -4211302 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4211408.500000 Penalty: 3625.372803
	Iteration 28Q: 3 clusters Score -4211408 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4211520.000000 Penalty: 3625.372803
	Iteration 29Q: 3 clusters Score -4211520 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4211641.500000 Penalty: 3625.372803
	Iteration 30Q: 3 clusters Score -4211642 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4211735.000000 Penalty: 3625.372803
	Iteration 31Q: 3 clusters Score -4211735 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4211824.000000 Penalty: 3625.372803
	Iteration 32Q: 3 clusters Score -4211824 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4211932.000000 Penalty: 3625.372803
	Iteration 33Q: 3 clusters Score -4211932 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4212028.500000 Penalty: 3625.372803
	Iteration 34Q: 3 clusters Score -4212028 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4212097.000000 Penalty: 3625.372803
	Iteration 35Q: 3 clusters Score -4212097 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4212149.000000 Penalty: 3625.372803
	Iteration 36Q: 3 clusters Score -4212149 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4212229.000000 Penalty: 3625.372803
	Iteration 37Q: 3 clusters Score -4212229 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4212304.500000 Penalty: 3625.372803
	Iteration 38Q: 3 clusters Score -4212304 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4212376.500000 Penalty: 3625.372803
	Iteration 39Q: 3 clusters Score -4212376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4212425.500000 Penalty: 3625.372803
	Iteration 40F: 3 clusters Score -4212426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4212458.000000 Penalty: 3625.372803
	Iteration 41Q: 3 clusters Score -4212458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4212477.000000 Penalty: 3625.372803
	Iteration 42Q: 3 clusters Score -4212477 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4212505.000000 Penalty: 3625.372803
	Iteration 43Q: 3 clusters Score -4212505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4212522.000000 Penalty: 3625.372803
	Iteration 44Q: 3 clusters Score -4212522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4212573.500000 Penalty: 3625.372803
	Iteration 45Q: 3 clusters Score -4212574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4212607.000000 Penalty: 3625.372803
	Iteration 46Q: 3 clusters Score -4212607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4212627.000000 Penalty: 3625.372803
	Iteration 47Q: 3 clusters Score -4212627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4212650.500000 Penalty: 3625.372803
	Iteration 48Q: 3 clusters Score -4212650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4212667.500000 Penalty: 3625.372803
	Iteration 49Q: 3 clusters Score -4212668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4212688.000000 Penalty: 3625.372803
	Iteration 50Q: 3 clusters Score -4212688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4212700.500000 Penalty: 3625.372803
	Iteration 51Q: 3 clusters Score -4212700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4212723.500000 Penalty: 3625.372803
	Iteration 52Q: 3 clusters Score -4212724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4212755.000000 Penalty: 3625.372803
	Iteration 53Q: 3 clusters Score -4212755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4212781.500000 Penalty: 3625.372803
	Iteration 54Q: 3 clusters Score -4212782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4212782.500000 Penalty: 3625.372803
	Iteration 55Q: 3 clusters Score -4212782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4212796.000000 Penalty: 3625.372803
	Iteration 56Q: 3 clusters Score -4212796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4212809.000000 Penalty: 3625.372803
	Iteration 57Q: 3 clusters Score -4212809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4212818.000000 Penalty: 3625.372803
	Iteration 58Q: 3 clusters Score -4212818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4212827.000000 Penalty: 3625.372803
	Iteration 59Q: 3 clusters Score -4212827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4212839.000000 Penalty: 3625.372803
	Iteration 60F: 3 clusters Score -4212839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4212847.500000 Penalty: 3625.372803
	Iteration 61Q: 3 clusters Score -4212848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4212861.000000 Penalty: 3625.372803
	Iteration 62Q: 3 clusters Score -4212861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4212863.000000 Penalty: 3625.372803
	Iteration 63Q: 3 clusters Score -4212863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4212871.000000 Penalty: 3625.372803
	Iteration 64Q: 3 clusters Score -4212871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4212877.500000 Penalty: 3625.372803
	Iteration 65Q: 3 clusters Score -4212878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4212892.000000 Penalty: 3625.372803
	Iteration 66Q: 3 clusters Score -4212892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4212893.500000 Penalty: 3625.372803
	Iteration 67Q: 3 clusters Score -4212894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4212900.500000 Penalty: 3625.372803
	Iteration 68Q: 3 clusters Score -4212900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4212902.000000 Penalty: 3625.372803
	Iteration 69Q: 3 clusters Score -4212902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4212904.500000 Penalty: 3625.372803
	Iteration 70Q: 3 clusters Score -4212904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4212913.500000 Penalty: 3625.372803
	Iteration 71Q: 3 clusters Score -4212914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4212913.500000 Penalty: 3625.372803
	Iteration 72Q: 3 clusters Score -4212914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4212910.000000 Penalty: 3625.372803
	Iteration 73Q: 3 clusters Score -4212910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4212916.000000 Penalty: 3625.372803
	Iteration 74Q: 3 clusters Score -4212916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4212917.500000 Penalty: 3625.372803
	Iteration 75Q: 3 clusters Score -4212918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4212923.000000 Penalty: 3625.372803
	Iteration 76Q: 3 clusters Score -4212923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4212925.500000 Penalty: 3625.372803
	Iteration 77Q: 3 clusters Score -4212926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4212931.000000 Penalty: 3625.372803
	Iteration 78Q: 3 clusters Score -4212931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4212941.000000 Penalty: 3625.372803
	Iteration 79Q: 3 clusters Score -4212941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4212939.000000 Penalty: 3625.372803
	Iteration 80F: 3 clusters Score -4212939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4212939.000000 Penalty: 3625.372803
	Iteration 81Q: 3 clusters Score -4212939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4212940.000000 Penalty: 3625.372803
	Iteration 82Q: 3 clusters Score -4212940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4212940.500000 Penalty: 3625.372803
	Iteration 83Q: 3 clusters Score -4212940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4212943.000000 Penalty: 3625.372803
	Iteration 84Q: 3 clusters Score -4212943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4212945.500000 Penalty: 3625.372803
	Iteration 85Q: 3 clusters Score -4212946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4212944.000000 Penalty: 3625.372803
	Iteration 86Q: 3 clusters Score -4212944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4212944.000000 Penalty: 3625.372803
	Iteration 87F: 3 clusters Score -4212944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -20519.585938 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -20519.59 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 213 members 
Entering Unmasked Estep 
Score: -19506.966797 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -19506.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19651.076172 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -19651.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19682.542969 Penalty: 1965.395996
	Iteration 2Q: 3 clusters Score -19682.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19701.705078 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -19701.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19707.246094 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -19707.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19715.533203 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -19715.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19719.521484 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -19719.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19720.441406 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -19720.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19724.511719 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -19724.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19726.392578 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -19726.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19726.392578 Penalty: 1965.395996
	Iteration 10F: 3 clusters Score -19726.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -58554.339844 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -58554.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -57125.539062 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -57125.54 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57381.031250 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -57381.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -57435.351562 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -57435.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -57466.781250 Penalty: 2253.995361
	Iteration 3Q: 3 clusters Score -57466.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57479.824219 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -57479.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57491.675781 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -57491.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57498.851562 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -57498.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -57505.097656 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -57505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57506.960938 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -57506.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57507.757812 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -57507.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -57508.867188 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -57508.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -57510.121094 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -57510.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -57511.777344 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -57511.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57513.937500 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -57513.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57515.113281 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -57515.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57515.113281 Penalty: 2253.995361
	Iteration 15F: 3 clusters Score -57515.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -674354.375000 Penalty: 1514.936523
	Iteration 0F: 2 clusters Score -674354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -666407.500000 Penalty: 3029.873047
	Iteration 0F: 3 clusters Score -666407.5 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -669016.250000 Penalty: 3029.873047
	Iteration 1F: 3 clusters Score -669016.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -669271.875000 Penalty: 3029.873047
	Iteration 2F: 3 clusters Score -669271.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -669456.312500 Penalty: 3029.873047
	Iteration 3Q: 3 clusters Score -669456.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -669597.250000 Penalty: 3029.873047
	Iteration 4Q: 3 clusters Score -669597.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -669722.125000 Penalty: 3029.873047
	Iteration 5Q: 3 clusters Score -669722.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -669831.375000 Penalty: 3029.873047
	Iteration 6Q: 3 clusters Score -669831.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -669940.812500 Penalty: 3029.873047
	Iteration 7Q: 3 clusters Score -669940.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -670057.812500 Penalty: 3029.873047
	Iteration 8Q: 3 clusters Score -670057.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -670226.062500 Penalty: 3029.873047
	Iteration 9Q: 3 clusters Score -670226.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -670463.187500 Penalty: 3029.873047
	Iteration 10Q: 3 clusters Score -670463.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -670787.937500 Penalty: 3029.873047
	Iteration 11Q: 3 clusters Score -670787.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -671204.250000 Penalty: 3029.873047
	Iteration 12F: 3 clusters Score -671204.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -671642.875000 Penalty: 3029.873047
	Iteration 13Q: 3 clusters Score -671642.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -672061.375000 Penalty: 3029.873047
	Iteration 14Q: 3 clusters Score -672061.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -672398.562500 Penalty: 3029.873047
	Iteration 15Q: 3 clusters Score -672398.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -672636.625000 Penalty: 3029.873047
	Iteration 16Q: 3 clusters Score -672636.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -672800.062500 Penalty: 3029.873047
	Iteration 17Q: 3 clusters Score -672800.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -672894.687500 Penalty: 3029.873047
	Iteration 18Q: 3 clusters Score -672894.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -672955.687500 Penalty: 3029.873047
	Iteration 19Q: 3 clusters Score -672955.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -672997.500000 Penalty: 3029.873047
	Iteration 20F: 3 clusters Score -672997.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -673021.250000 Penalty: 3029.873047
	Iteration 21Q: 3 clusters Score -673021.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -673039.937500 Penalty: 3029.873047
	Iteration 22Q: 3 clusters Score -673039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -673050.437500 Penalty: 3029.873047
	Iteration 23Q: 3 clusters Score -673050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -673059.500000 Penalty: 3029.873047
	Iteration 24Q: 3 clusters Score -673059.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -673071.750000 Penalty: 3029.873047
	Iteration 25Q: 3 clusters Score -673071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -673078.875000 Penalty: 3029.873047
	Iteration 26Q: 3 clusters Score -673078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -673086.625000 Penalty: 3029.873047
	Iteration 27Q: 3 clusters Score -673086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -673090.750000 Penalty: 3029.873047
	Iteration 28Q: 3 clusters Score -673090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -673093.750000 Penalty: 3029.873047
	Iteration 29Q: 3 clusters Score -673093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -673097.500000 Penalty: 3029.873047
	Iteration 30Q: 3 clusters Score -673097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -673100.125000 Penalty: 3029.873047
	Iteration 31Q: 3 clusters Score -673100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -673100.062500 Penalty: 3029.873047
	Iteration 32Q: 3 clusters Score -673100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -673100.062500 Penalty: 3029.873047
	Iteration 33F: 3 clusters Score -673100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Entering Unmasked Estep 
Score: -1156908.000000 Penalty: 1627.892090
	Iteration 0F: 2 clusters Score -1156908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1141681.000000 Penalty: 3255.784180
	Iteration 0F: 3 clusters Score -1141681 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1147571.375000 Penalty: 3255.784180
	Iteration 1F: 3 clusters Score -1147571 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1148212.000000 Penalty: 3255.784180
	Iteration 2F: 3 clusters Score -1148212 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1148887.875000 Penalty: 3255.784180
	Iteration 3F: 3 clusters Score -1148888 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1149590.750000 Penalty: 3255.784180
	Iteration 4F: 3 clusters Score -1149591 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1150268.250000 Penalty: 3255.784180
	Iteration 5F: 3 clusters Score -1150268 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1150978.875000 Penalty: 3255.784180
	Iteration 6F: 3 clusters Score -1150979 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1151773.125000 Penalty: 3255.784180
	Iteration 7F: 3 clusters Score -1151773 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1152462.250000 Penalty: 3255.784180
	Iteration 8Q: 3 clusters Score -1152462 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1153074.250000 Penalty: 3255.784180
	Iteration 9Q: 3 clusters Score -1153074 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1153515.000000 Penalty: 3255.784180
	Iteration 10Q: 3 clusters Score -1153515 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1153809.125000 Penalty: 3255.784180
	Iteration 11Q: 3 clusters Score -1153809 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1154054.375000 Penalty: 3255.784180
	Iteration 12Q: 3 clusters Score -1154054 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1154277.125000 Penalty: 3255.784180
	Iteration 13Q: 3 clusters Score -1154277 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1154503.000000 Penalty: 3255.784180
	Iteration 14Q: 3 clusters Score -1154503 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1154679.250000 Penalty: 3255.784180
	Iteration 15Q: 3 clusters Score -1154679 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1154824.125000 Penalty: 3255.784180
	Iteration 16Q: 3 clusters Score -1154824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1154975.125000 Penalty: 3255.784180
	Iteration 17Q: 3 clusters Score -1154975 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1155113.625000 Penalty: 3255.784180
	Iteration 18Q: 3 clusters Score -1155114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1155238.875000 Penalty: 3255.784180
	Iteration 19Q: 3 clusters Score -1155239 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1155360.875000 Penalty: 3255.784180
	Iteration 20F: 3 clusters Score -1155361 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1155481.750000 Penalty: 3255.784180
	Iteration 21Q: 3 clusters Score -1155482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1155599.250000 Penalty: 3255.784180
	Iteration 22Q: 3 clusters Score -1155599 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1155711.500000 Penalty: 3255.784180
	Iteration 23Q: 3 clusters Score -1155712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1155801.750000 Penalty: 3255.784180
	Iteration 24Q: 3 clusters Score -1155802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1155881.750000 Penalty: 3255.784180
	Iteration 25Q: 3 clusters Score -1155882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -1155956.250000 Penalty: 3255.784180
	Iteration 26Q: 3 clusters Score -1155956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1156019.000000 Penalty: 3255.784180
	Iteration 27Q: 3 clusters Score -1156019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1156058.625000 Penalty: 3255.784180
	Iteration 28Q: 3 clusters Score -1156059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -1156086.375000 Penalty: 3255.784180
	Iteration 29Q: 3 clusters Score -1156086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1156105.000000 Penalty: 3255.784180
	Iteration 30Q: 3 clusters Score -1156105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1156121.375000 Penalty: 3255.784180
	Iteration 31Q: 3 clusters Score -1156121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1156130.375000 Penalty: 3255.784180
	Iteration 32Q: 3 clusters Score -1156130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -1156144.500000 Penalty: 3255.784180
	Iteration 33Q: 3 clusters Score -1156144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -1156144.500000 Penalty: 3255.784180
	Iteration 34Q: 3 clusters Score -1156144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1156151.625000 Penalty: 3255.784180
	Iteration 35Q: 3 clusters Score -1156152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1156150.000000 Penalty: 3255.784180
	Iteration 36Q: 3 clusters Score -1156150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1156152.125000 Penalty: 3255.784180
	Iteration 37Q: 3 clusters Score -1156152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1156154.875000 Penalty: 3255.784180
	Iteration 38Q: 3 clusters Score -1156155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1156157.375000 Penalty: 3255.784180
	Iteration 39Q: 3 clusters Score -1156157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -1156166.875000 Penalty: 3255.784180
	Iteration 40F: 3 clusters Score -1156167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -1156168.625000 Penalty: 3255.784180
	Iteration 41Q: 3 clusters Score -1156169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -1156177.125000 Penalty: 3255.784180
	Iteration 42Q: 3 clusters Score -1156177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1156184.375000 Penalty: 3255.784180
	Iteration 43Q: 3 clusters Score -1156184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1156190.375000 Penalty: 3255.784180
	Iteration 44Q: 3 clusters Score -1156190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1156190.125000 Penalty: 3255.784180
	Iteration 45Q: 3 clusters Score -1156190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -1156192.500000 Penalty: 3255.784180
	Iteration 46Q: 3 clusters Score -1156192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1156196.375000 Penalty: 3255.784180
	Iteration 47Q: 3 clusters Score -1156196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -1156198.625000 Penalty: 3255.784180
	Iteration 48Q: 3 clusters Score -1156199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -1156204.250000 Penalty: 3255.784180
	Iteration 49Q: 3 clusters Score -1156204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1156207.500000 Penalty: 3255.784180
	Iteration 50Q: 3 clusters Score -1156208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1156209.875000 Penalty: 3255.784180
	Iteration 51Q: 3 clusters Score -1156210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1156213.875000 Penalty: 3255.784180
	Iteration 52Q: 3 clusters Score -1156214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -1156218.625000 Penalty: 3255.784180
	Iteration 53Q: 3 clusters Score -1156219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -1156226.000000 Penalty: 3255.784180
	Iteration 54Q: 3 clusters Score -1156226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -1156235.250000 Penalty: 3255.784180
	Iteration 55Q: 3 clusters Score -1156235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -1156240.250000 Penalty: 3255.784180
	Iteration 56Q: 3 clusters Score -1156240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -1156247.000000 Penalty: 3255.784180
	Iteration 57Q: 3 clusters Score -1156247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -1156251.875000 Penalty: 3255.784180
	Iteration 58Q: 3 clusters Score -1156252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -1156258.250000 Penalty: 3255.784180
	Iteration 59Q: 3 clusters Score -1156258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -1156259.500000 Penalty: 3255.784180
	Iteration 60F: 3 clusters Score -1156260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -1156262.750000 Penalty: 3255.784180
	Iteration 61Q: 3 clusters Score -1156263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1156262.375000 Penalty: 3255.784180
	Iteration 62Q: 3 clusters Score -1156262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -1156264.625000 Penalty: 3255.784180
	Iteration 63Q: 3 clusters Score -1156265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -1156266.250000 Penalty: 3255.784180
	Iteration 64Q: 3 clusters Score -1156266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1156270.125000 Penalty: 3255.784180
	Iteration 65Q: 3 clusters Score -1156270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1156269.375000 Penalty: 3255.784180
	Iteration 66Q: 3 clusters Score -1156269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1156269.375000 Penalty: 3255.784180
	Iteration 67F: 3 clusters Score -1156269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Entering Unmasked Estep 
Score: -4004408.250000 Penalty: 1803.213379
	Iteration 0F: 2 clusters Score -4004408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3960291.750000 Penalty: 3606.426758
	Iteration 0F: 3 clusters Score -3960292 nChanged 31378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3978582.000000 Penalty: 3606.426758
	Iteration 1F: 3 clusters Score -3978582 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -3979434.500000 Penalty: 3606.426758
	Iteration 2Q: 3 clusters Score -3979434 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3980431.250000 Penalty: 3606.426758
	Iteration 3Q: 3 clusters Score -3980431 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3981491.750000 Penalty: 3606.426758
	Iteration 4Q: 3 clusters Score -3981492 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -3982854.500000 Penalty: 3606.426758
	Iteration 5Q: 3 clusters Score -3982854 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -3984431.000000 Penalty: 3606.426758
	Iteration 6Q: 3 clusters Score -3984431 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -3986309.250000 Penalty: 3606.426758
	Iteration 7F: 3 clusters Score -3986309 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -3988158.750000 Penalty: 3606.426758
	Iteration 8F: 3 clusters Score -3988159 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -3990069.750000 Penalty: 3606.426758
	Iteration 9Q: 3 clusters Score -3990070 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -3991978.250000 Penalty: 3606.426758
	Iteration 10Q: 3 clusters Score -3991978 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -3993787.000000 Penalty: 3606.426758
	Iteration 11Q: 3 clusters Score -3993787 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -3995582.000000 Penalty: 3606.426758
	Iteration 12Q: 3 clusters Score -3995582 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -3997184.750000 Penalty: 3606.426758
	Iteration 13Q: 3 clusters Score -3997185 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -3998645.750000 Penalty: 3606.426758
	Iteration 14Q: 3 clusters Score -3998646 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -3999904.750000 Penalty: 3606.426758
	Iteration 15Q: 3 clusters Score -3999905 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -4000810.750000 Penalty: 3606.426758
	Iteration 16Q: 3 clusters Score -4000811 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -4001474.250000 Penalty: 3606.426758
	Iteration 17Q: 3 clusters Score -4001474 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -4001958.250000 Penalty: 3606.426758
	Iteration 18Q: 3 clusters Score -4001958 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -4002295.750000 Penalty: 3606.426758
	Iteration 19Q: 3 clusters Score -4002296 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -4002508.500000 Penalty: 3606.426758
	Iteration 20F: 3 clusters Score -4002508 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -4002659.750000 Penalty: 3606.426758
	Iteration 21Q: 3 clusters Score -4002660 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -4002756.000000 Penalty: 3606.426758
	Iteration 22Q: 3 clusters Score -4002756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -4002836.250000 Penalty: 3606.426758
	Iteration 23Q: 3 clusters Score -4002836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -4002897.500000 Penalty: 3606.426758
	Iteration 24Q: 3 clusters Score -4002898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -4002934.750000 Penalty: 3606.426758
	Iteration 25Q: 3 clusters Score -4002935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -4002971.500000 Penalty: 3606.426758
	Iteration 26Q: 3 clusters Score -4002972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -4002989.250000 Penalty: 3606.426758
	Iteration 27Q: 3 clusters Score -4002989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -4003007.000000 Penalty: 3606.426758
	Iteration 28Q: 3 clusters Score -4003007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -4003030.500000 Penalty: 3606.426758
	Iteration 29Q: 3 clusters Score -4003030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -4003050.000000 Penalty: 3606.426758
	Iteration 30Q: 3 clusters Score -4003050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -4003058.250000 Penalty: 3606.426758
	Iteration 31Q: 3 clusters Score -4003058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -4003060.500000 Penalty: 3606.426758
	Iteration 32Q: 3 clusters Score -4003060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -4003068.750000 Penalty: 3606.426758
	Iteration 33Q: 3 clusters Score -4003069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -4003071.000000 Penalty: 3606.426758
	Iteration 34Q: 3 clusters Score -4003071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -4003076.500000 Penalty: 3606.426758
	Iteration 35Q: 3 clusters Score -4003076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -4003077.750000 Penalty: 3606.426758
	Iteration 36Q: 3 clusters Score -4003078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -4003087.000000 Penalty: 3606.426758
	Iteration 37Q: 3 clusters Score -4003087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -4003093.250000 Penalty: 3606.426758
	Iteration 38Q: 3 clusters Score -4003093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -4003108.250000 Penalty: 3606.426758
	Iteration 39Q: 3 clusters Score -4003108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -4003114.750000 Penalty: 3606.426758
	Iteration 40F: 3 clusters Score -4003115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -4003112.750000 Penalty: 3606.426758
	Iteration 41Q: 3 clusters Score -4003113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -4003113.500000 Penalty: 3606.426758
	Iteration 42Q: 3 clusters Score -4003114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -4003118.000000 Penalty: 3606.426758
	Iteration 43Q: 3 clusters Score -4003118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -4003122.750000 Penalty: 3606.426758
	Iteration 44Q: 3 clusters Score -4003123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -4003123.500000 Penalty: 3606.426758
	Iteration 45Q: 3 clusters Score -4003124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -4003124.750000 Penalty: 3606.426758
	Iteration 46Q: 3 clusters Score -4003125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -4003124.500000 Penalty: 3606.426758
	Iteration 47Q: 3 clusters Score -4003124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -4003124.250000 Penalty: 3606.426758
	Iteration 48Q: 3 clusters Score -4003124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -4003123.500000 Penalty: 3606.426758
	Iteration 49Q: 3 clusters Score -4003124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -4003123.500000 Penalty: 3606.426758
	Iteration 50F: 3 clusters Score -4003124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -209336.515625 Penalty: 1327.884888
	Iteration 0F: 2 clusters Score -209336.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -206318.890625 Penalty: 2655.769775
	Iteration 0F: 3 clusters Score -206318.9 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -207146.000000 Penalty: 2655.769775
	Iteration 1F: 3 clusters Score -207146 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -207329.562500 Penalty: 2655.769775
	Iteration 2F: 3 clusters Score -207329.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -207446.359375 Penalty: 2655.769775
	Iteration 3F: 3 clusters Score -207446.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -207535.593750 Penalty: 2655.769775
	Iteration 4Q: 3 clusters Score -207535.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -207612.921875 Penalty: 2655.769775
	Iteration 5Q: 3 clusters Score -207612.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -207675.906250 Penalty: 2655.769775
	Iteration 6Q: 3 clusters Score -207675.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -207743.859375 Penalty: 2655.769775
	Iteration 7Q: 3 clusters Score -207743.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -207807.937500 Penalty: 2655.769775
	Iteration 8Q: 3 clusters Score -207807.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -207885.671875 Penalty: 2655.769775
	Iteration 9Q: 3 clusters Score -207885.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -207956.343750 Penalty: 2655.769775
	Iteration 10Q: 3 clusters Score -207956.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -208016.765625 Penalty: 2655.769775
	Iteration 11Q: 3 clusters Score -208016.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -208075.484375 Penalty: 2655.769775
	Iteration 12Q: 3 clusters Score -208075.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -208123.156250 Penalty: 2655.769775
	Iteration 13Q: 3 clusters Score -208123.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -208172.000000 Penalty: 2655.769775
	Iteration 14Q: 3 clusters Score -208172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -208215.984375 Penalty: 2655.769775
	Iteration 15Q: 3 clusters Score -208216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -208243.937500 Penalty: 2655.769775
	Iteration 16Q: 3 clusters Score -208243.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -208267.875000 Penalty: 2655.769775
	Iteration 17Q: 3 clusters Score -208267.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -208294.359375 Penalty: 2655.769775
	Iteration 18Q: 3 clusters Score -208294.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -208323.437500 Penalty: 2655.769775
	Iteration 19Q: 3 clusters Score -208323.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -208358.109375 Penalty: 2655.769775
	Iteration 20F: 3 clusters Score -208358.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -208402.234375 Penalty: 2655.769775
	Iteration 21Q: 3 clusters Score -208402.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -208483.046875 Penalty: 2655.769775
	Iteration 22Q: 3 clusters Score -208483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -208561.750000 Penalty: 2655.769775
	Iteration 23Q: 3 clusters Score -208561.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -208614.296875 Penalty: 2655.769775
	Iteration 24Q: 3 clusters Score -208614.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -208646.812500 Penalty: 2655.769775
	Iteration 25Q: 3 clusters Score -208646.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -208675.718750 Penalty: 2655.769775
	Iteration 26Q: 3 clusters Score -208675.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -208704.500000 Penalty: 2655.769775
	Iteration 27Q: 3 clusters Score -208704.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -208721.625000 Penalty: 2655.769775
	Iteration 28Q: 3 clusters Score -208721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -208734.265625 Penalty: 2655.769775
	Iteration 29Q: 3 clusters Score -208734.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -208746.140625 Penalty: 2655.769775
	Iteration 30Q: 3 clusters Score -208746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -208752.343750 Penalty: 2655.769775
	Iteration 31Q: 3 clusters Score -208752.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -208763.203125 Penalty: 2655.769775
	Iteration 32Q: 3 clusters Score -208763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -208774.546875 Penalty: 2655.769775
	Iteration 33Q: 3 clusters Score -208774.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -208793.531250 Penalty: 2655.769775
	Iteration 34Q: 3 clusters Score -208793.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -208822.125000 Penalty: 2655.769775
	Iteration 35Q: 3 clusters Score -208822.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -208853.062500 Penalty: 2655.769775
	Iteration 36Q: 3 clusters Score -208853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -208871.375000 Penalty: 2655.769775
	Iteration 37Q: 3 clusters Score -208871.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -208882.921875 Penalty: 2655.769775
	Iteration 38Q: 3 clusters Score -208882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -208889.984375 Penalty: 2655.769775
	Iteration 39Q: 3 clusters Score -208890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -208896.296875 Penalty: 2655.769775
	Iteration 40F: 3 clusters Score -208896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -208897.390625 Penalty: 2655.769775
	Iteration 41Q: 3 clusters Score -208897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -208898.687500 Penalty: 2655.769775
	Iteration 42Q: 3 clusters Score -208898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -208898.890625 Penalty: 2655.769775
	Iteration 43Q: 3 clusters Score -208898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -208899.437500 Penalty: 2655.769775
	Iteration 44Q: 3 clusters Score -208899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -208899.437500 Penalty: 2655.769775
	Iteration 45F: 3 clusters Score -208899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -258660.656250 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -258660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -255003.484375 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -255003.5 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -255992.171875 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -255992.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -256164.578125 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -256164.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256285.984375 Penalty: 2729.848877
	Iteration 3Q: 3 clusters Score -256286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -256402.750000 Penalty: 2729.848877
	Iteration 4Q: 3 clusters Score -256402.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -256492.531250 Penalty: 2729.848877
	Iteration 5Q: 3 clusters Score -256492.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -256568.640625 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -256568.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -256642.890625 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -256642.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -256712.062500 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -256712.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -256775.281250 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -256775.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -256838.500000 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -256838.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -256887.484375 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -256887.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -256931.343750 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -256931.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -256978.609375 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -256978.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -257035.500000 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -257035.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -257096.140625 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -257096.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -257150.859375 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -257150.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -257202.984375 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -257203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -257246.812500 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -257246.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -257274.203125 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -257274.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -257298.031250 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -257298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -257314.921875 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -257314.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -257324.500000 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -257324.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -257330.484375 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -257330.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -257337.765625 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -257337.8 nChanged 24
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: -257345.531250 Penalty: 2729.848877
	Iteration 25Q: 3 clusters Score -257345.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -257351.171875 Penalty: 2729.848877
	Iteration 26Q: 3 clusters Score -257351.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -257354.640625 Penalty: 2729.848877
	Iteration 27Q: 3 clusters Score -257354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -257357.140625 Penalty: 2729.848877
	Iteration 28Q: 3 clusters Score -257357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -257359.765625 Penalty: 2729.848877
	Iteration 29Q: 3 clusters Score -257359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -257360.687500 Penalty: 2729.848877
	Iteration 30Q: 3 clusters Score -257360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -257362.203125 Penalty: 2729.848877
	Iteration 31Q: 3 clusters Score -257362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -257363.375000 Penalty: 2729.848877
	Iteration 32Q: 3 clusters Score -257363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -257365.859375 Penalty: 2729.848877
	Iteration 33Q: 3 clusters Score -257365.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -257368.281250 Penalty: 2729.848877
	Iteration 34Q: 3 clusters Score -257368.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -257373.609375 Penalty: 2729.848877
	Iteration 35Q: 3 clusters Score -257373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -257378.906250 Penalty: 2729.848877
	Iteration 36Q: 3 clusters Score -257378.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -257384.875000 Penalty: 2729.848877
	Iteration 37Q: 3 clusters Score -257384.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -257390.906250 Penalty: 2729.848877
	Iteration 38Q: 3 clusters Score -257390.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -257398.406250 Penalty: 2729.848877
	Iteration 39Q: 3 clusters Score -257398.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -257403.734375 Penalty: 2729.848877
	Iteration 40F: 3 clusters Score -257403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -257408.062500 Penalty: 2729.848877
	Iteration 41Q: 3 clusters Score -257408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -257412.421875 Penalty: 2729.848877
	Iteration 42Q: 3 clusters Score -257412.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -257414.296875 Penalty: 2729.848877
	Iteration 43Q: 3 clusters Score -257414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -257415.734375 Penalty: 2729.848877
	Iteration 44Q: 3 clusters Score -257415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -257416.421875 Penalty: 2729.848877
	Iteration 45Q: 3 clusters Score -257416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -257416.625000 Penalty: 2729.848877
	Iteration 46Q: 3 clusters Score -257416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -257416.671875 Penalty: 2729.848877
	Iteration 47Q: 3 clusters Score -257416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -257416.671875 Penalty: 2729.848877
	Iteration 48F: 3 clusters Score -257416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -63492.558594 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -63492.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61767.031250 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -61767.03 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62278.855469 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -62278.86 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -62476.363281 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -62476.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62648.562500 Penalty: 2369.566650
	Iteration 3F: 3 clusters Score -62648.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -62792.386719 Penalty: 2369.566650
	Iteration 4F: 3 clusters Score -62792.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -62889.812500 Penalty: 2369.566650
	Iteration 5Q: 3 clusters Score -62889.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62956.402344 Penalty: 2369.566650
	Iteration 6Q: 3 clusters Score -62956.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -62989.769531 Penalty: 2369.566650
	Iteration 7Q: 3 clusters Score -62989.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63007.898438 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -63007.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -63017.996094 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -63018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -63028.164062 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -63028.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -63045.949219 Penalty: 2369.566650
	Iteration 11Q: 3 clusters Score -63045.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63063.917969 Penalty: 2369.566650
	Iteration 12Q: 3 clusters Score -63063.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -63075.535156 Penalty: 2369.566650
	Iteration 13Q: 3 clusters Score -63075.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63089.910156 Penalty: 2369.566650
	Iteration 14Q: 3 clusters Score -63089.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -63110.488281 Penalty: 2369.566650
	Iteration 15Q: 3 clusters Score -63110.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -63125.488281 Penalty: 2369.566650
	Iteration 16Q: 3 clusters Score -63125.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -63142.039062 Penalty: 2369.566650
	Iteration 17Q: 3 clusters Score -63142.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -63149.925781 Penalty: 2369.566650
	Iteration 18Q: 3 clusters Score -63149.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -63161.289062 Penalty: 2369.566650
	Iteration 19Q: 3 clusters Score -63161.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -63167.921875 Penalty: 2369.566650
	Iteration 20F: 3 clusters Score -63167.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -63173.992188 Penalty: 2369.566650
	Iteration 21Q: 3 clusters Score -63173.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -63179.339844 Penalty: 2369.566650
	Iteration 22Q: 3 clusters Score -63179.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -63184.308594 Penalty: 2369.566650
	Iteration 23Q: 3 clusters Score -63184.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -63186.210938 Penalty: 2369.566650
	Iteration 24Q: 3 clusters Score -63186.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -63186.550781 Penalty: 2369.566650
	Iteration 25Q: 3 clusters Score -63186.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63187.050781 Penalty: 2369.566650
	Iteration 26Q: 3 clusters Score -63187.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -63188.449219 Penalty: 2369.566650
	Iteration 27Q: 3 clusters Score -63188.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63193.472656 Penalty: 2369.566650
	Iteration 28Q: 3 clusters Score -63193.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -63199.070312 Penalty: 2369.566650
	Iteration 29Q: 3 clusters Score -63199.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -63203.265625 Penalty: 2369.566650
	Iteration 30Q: 3 clusters Score -63203.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -63208.566406 Penalty: 2369.566650
	Iteration 31Q: 3 clusters Score -63208.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63215.683594 Penalty: 2369.566650
	Iteration 32Q: 3 clusters Score -63215.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63227.039062 Penalty: 2369.566650
	Iteration 33Q: 3 clusters Score -63227.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -63239.765625 Penalty: 2369.566650
	Iteration 34Q: 3 clusters Score -63239.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -63247.019531 Penalty: 2369.566650
	Iteration 35Q: 3 clusters Score -63247.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63251.347656 Penalty: 2369.566650
	Iteration 36Q: 3 clusters Score -63251.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63252.496094 Penalty: 2369.566650
	Iteration 37Q: 3 clusters Score -63252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -63253.105469 Penalty: 2369.566650
	Iteration 38Q: 3 clusters Score -63253.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -63254.144531 Penalty: 2369.566650
	Iteration 39Q: 3 clusters Score -63254.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -63255.753906 Penalty: 2369.566650
	Iteration 40F: 3 clusters Score -63255.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63257.730469 Penalty: 2369.566650
	Iteration 41Q: 3 clusters Score -63257.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -63260.992188 Penalty: 2369.566650
	Iteration 42Q: 3 clusters Score -63260.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -63263.585938 Penalty: 2369.566650
	Iteration 43Q: 3 clusters Score -63263.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63266.917969 Penalty: 2369.566650
	Iteration 44Q: 3 clusters Score -63266.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63270.109375 Penalty: 2369.566650
	Iteration 45Q: 3 clusters Score -63270.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -63274.277344 Penalty: 2369.566650
	Iteration 46Q: 3 clusters Score -63274.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63277.128906 Penalty: 2369.566650
	Iteration 47Q: 3 clusters Score -63277.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63280.332031 Penalty: 2369.566650
	Iteration 48Q: 3 clusters Score -63280.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63285.753906 Penalty: 2369.566650
	Iteration 49Q: 3 clusters Score -63285.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63295.789062 Penalty: 2369.566650
	Iteration 50Q: 3 clusters Score -63295.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63303.238281 Penalty: 2369.566650
	Iteration 51Q: 3 clusters Score -63303.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63314.148438 Penalty: 2369.566650
	Iteration 52Q: 3 clusters Score -63314.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63344.003906 Penalty: 2369.566650
	Iteration 53Q: 3 clusters Score -63344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -63360.656250 Penalty: 2369.566650
	Iteration 54Q: 3 clusters Score -63360.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63368.246094 Penalty: 2369.566650
	Iteration 55Q: 3 clusters Score -63368.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63372.261719 Penalty: 2369.566650
	Iteration 56Q: 3 clusters Score -63372.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63379.382812 Penalty: 2369.566650
	Iteration 57Q: 3 clusters Score -63379.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63381.976562 Penalty: 2369.566650
	Iteration 58Q: 3 clusters Score -63381.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63383.195312 Penalty: 2369.566650
	Iteration 59Q: 3 clusters Score -63383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -63384.199219 Penalty: 2369.566650
	Iteration 60F: 3 clusters Score -63384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63385.835938 Penalty: 2369.566650
	Iteration 61Q: 3 clusters Score -63385.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63385.835938 Penalty: 2369.566650
	Iteration 62F: 3 clusters Score -63385.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Entering Unmasked Estep 
Score: -1544077.500000 Penalty: 1648.367920
	Iteration 0F: 2 clusters Score -1544078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1526988.750000 Penalty: 3296.735840
	Iteration 0F: 3 clusters Score -1526989 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1533281.000000 Penalty: 3296.735840
	Iteration 1F: 3 clusters Score -1533281 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1533660.125000 Penalty: 3296.735840
	Iteration 2Q: 3 clusters Score -1533660 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1534021.250000 Penalty: 3296.735840
	Iteration 3Q: 3 clusters Score -1534021 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1534333.625000 Penalty: 3296.735840
	Iteration 4Q: 3 clusters Score -1534334 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1534699.375000 Penalty: 3296.735840
	Iteration 5Q: 3 clusters Score -1534699 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1535222.875000 Penalty: 3296.735840
	Iteration 6Q: 3 clusters Score -1535223 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1535947.375000 Penalty: 3296.735840
	Iteration 7F: 3 clusters Score -1535947 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1536914.875000 Penalty: 3296.735840
	Iteration 8F: 3 clusters Score -1536915 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1538097.375000 Penalty: 3296.735840
	Iteration 9F: 3 clusters Score -1538097 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1539255.750000 Penalty: 3296.735840
	Iteration 10F: 3 clusters Score -1539256 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1540246.250000 Penalty: 3296.735840
	Iteration 11Q: 3 clusters Score -1540246 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1541032.125000 Penalty: 3296.735840
	Iteration 12Q: 3 clusters Score -1541032 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1541560.125000 Penalty: 3296.735840
	Iteration 13Q: 3 clusters Score -1541560 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1541927.500000 Penalty: 3296.735840
	Iteration 14Q: 3 clusters Score -1541928 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1542197.125000 Penalty: 3296.735840
	Iteration 15Q: 3 clusters Score -1542197 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1542355.500000 Penalty: 3296.735840
	Iteration 16Q: 3 clusters Score -1542356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1542451.125000 Penalty: 3296.735840
	Iteration 17Q: 3 clusters Score -1542451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1542524.125000 Penalty: 3296.735840
	Iteration 18Q: 3 clusters Score -1542524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1542566.625000 Penalty: 3296.735840
	Iteration 19Q: 3 clusters Score -1542567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1542601.250000 Penalty: 3296.735840
	Iteration 20F: 3 clusters Score -1542601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1542626.875000 Penalty: 3296.735840
	Iteration 21Q: 3 clusters Score -1542627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1542636.500000 Penalty: 3296.735840
	Iteration 22Q: 3 clusters Score -1542636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1542637.000000 Penalty: 3296.735840
	Iteration 23Q: 3 clusters Score -1542637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1542639.000000 Penalty: 3296.735840
	Iteration 24Q: 3 clusters Score -1542639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1542639.875000 Penalty: 3296.735840
	Iteration 25Q: 3 clusters Score -1542640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1542641.125000 Penalty: 3296.735840
	Iteration 26Q: 3 clusters Score -1542641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1542642.750000 Penalty: 3296.735840
	Iteration 27Q: 3 clusters Score -1542643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1542645.250000 Penalty: 3296.735840
	Iteration 28Q: 3 clusters Score -1542645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1542648.625000 Penalty: 3296.735840
	Iteration 29Q: 3 clusters Score -1542649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1542652.375000 Penalty: 3296.735840
	Iteration 30Q: 3 clusters Score -1542652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1542653.750000 Penalty: 3296.735840
	Iteration 31Q: 3 clusters Score -1542654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1542653.750000 Penalty: 3296.735840
	Iteration 32Q: 3 clusters Score -1542654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1542654.375000 Penalty: 3296.735840
	Iteration 33Q: 3 clusters Score -1542654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1542654.375000 Penalty: 3296.735840
	Iteration 34F: 3 clusters Score -1542654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -191930.250000 Penalty: 1315.286865
	Iteration 0F: 2 clusters Score -191930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -189010.156250 Penalty: 2630.573730
	Iteration 0F: 3 clusters Score -189010.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -189746.343750 Penalty: 2630.573730
	Iteration 1F: 3 clusters Score -189746.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -189912.234375 Penalty: 2630.573730
	Iteration 2F: 3 clusters Score -189912.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -190027.359375 Penalty: 2630.573730
	Iteration 3F: 3 clusters Score -190027.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -190127.390625 Penalty: 2630.573730
	Iteration 4Q: 3 clusters Score -190127.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -190214.859375 Penalty: 2630.573730
	Iteration 5Q: 3 clusters Score -190214.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -190279.109375 Penalty: 2630.573730
	Iteration 6Q: 3 clusters Score -190279.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -190341.406250 Penalty: 2630.573730
	Iteration 7Q: 3 clusters Score -190341.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -190394.078125 Penalty: 2630.573730
	Iteration 8Q: 3 clusters Score -190394.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -190427.125000 Penalty: 2630.573730
	Iteration 9Q: 3 clusters Score -190427.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -190465.843750 Penalty: 2630.573730
	Iteration 10Q: 3 clusters Score -190465.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190503.937500 Penalty: 2630.573730
	Iteration 11Q: 3 clusters Score -190503.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -190531.593750 Penalty: 2630.573730
	Iteration 12Q: 3 clusters Score -190531.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -190554.828125 Penalty: 2630.573730
	Iteration 13Q: 3 clusters Score -190554.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190576.546875 Penalty: 2630.573730
	Iteration 14Q: 3 clusters Score -190576.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190593.937500 Penalty: 2630.573730
	Iteration 15Q: 3 clusters Score -190593.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -190612.296875 Penalty: 2630.573730
	Iteration 16Q: 3 clusters Score -190612.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190626.546875 Penalty: 2630.573730
	Iteration 17Q: 3 clusters Score -190626.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -190643.015625 Penalty: 2630.573730
	Iteration 18Q: 3 clusters Score -190643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -190656.328125 Penalty: 2630.573730
	Iteration 19Q: 3 clusters Score -190656.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -190673.656250 Penalty: 2630.573730
	Iteration 20F: 3 clusters Score -190673.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190686.890625 Penalty: 2630.573730
	Iteration 21Q: 3 clusters Score -190686.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -190698.781250 Penalty: 2630.573730
	Iteration 22Q: 3 clusters Score -190698.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -190708.375000 Penalty: 2630.573730
	Iteration 23Q: 3 clusters Score -190708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -190719.265625 Penalty: 2630.573730
	Iteration 24Q: 3 clusters Score -190719.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190728.062500 Penalty: 2630.573730
	Iteration 25Q: 3 clusters Score -190728.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -190734.171875 Penalty: 2630.573730
	Iteration 26Q: 3 clusters Score -190734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190740.406250 Penalty: 2630.573730
	Iteration 27Q: 3 clusters Score -190740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -190750.156250 Penalty: 2630.573730
	Iteration 28Q: 3 clusters Score -190750.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -190761.515625 Penalty: 2630.573730
	Iteration 29Q: 3 clusters Score -190761.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -190775.375000 Penalty: 2630.573730
	Iteration 30Q: 3 clusters Score -190775.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -190783.390625 Penalty: 2630.573730
	Iteration 31Q: 3 clusters Score -190783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -190790.968750 Penalty: 2630.573730
	Iteration 32Q: 3 clusters Score -190791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -190800.140625 Penalty: 2630.573730
	Iteration 33Q: 3 clusters Score -190800.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190806.906250 Penalty: 2630.573730
	Iteration 34Q: 3 clusters Score -190806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -190813.593750 Penalty: 2630.573730
	Iteration 35Q: 3 clusters Score -190813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -190817.687500 Penalty: 2630.573730
	Iteration 36Q: 3 clusters Score -190817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -190821.218750 Penalty: 2630.573730
	Iteration 37Q: 3 clusters Score -190821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -190823.812500 Penalty: 2630.573730
	Iteration 38Q: 3 clusters Score -190823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -190824.703125 Penalty: 2630.573730
	Iteration 39Q: 3 clusters Score -190824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -190824.703125 Penalty: 2630.573730
	Iteration 40F: 3 clusters Score -190824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -606328.000000 Penalty: 1497.733154
	Iteration 0F: 2 clusters Score -606328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -599082.437500 Penalty: 2995.466309
	Iteration 0F: 3 clusters Score -599082.4 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -601407.875000 Penalty: 2995.466309
	Iteration 1F: 3 clusters Score -601407.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -601687.562500 Penalty: 2995.466309
	Iteration 2F: 3 clusters Score -601687.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -601915.750000 Penalty: 2995.466309
	Iteration 3F: 3 clusters Score -601915.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -602145.250000 Penalty: 2995.466309
	Iteration 4Q: 3 clusters Score -602145.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -602384.062500 Penalty: 2995.466309
	Iteration 5Q: 3 clusters Score -602384.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -602625.750000 Penalty: 2995.466309
	Iteration 6Q: 3 clusters Score -602625.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -602894.812500 Penalty: 2995.466309
	Iteration 7Q: 3 clusters Score -602894.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -603243.437500 Penalty: 2995.466309
	Iteration 8Q: 3 clusters Score -603243.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -603682.687500 Penalty: 2995.466309
	Iteration 9F: 3 clusters Score -603682.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -604114.687500 Penalty: 2995.466309
	Iteration 10F: 3 clusters Score -604114.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -604474.375000 Penalty: 2995.466309
	Iteration 11Q: 3 clusters Score -604474.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -604757.937500 Penalty: 2995.466309
	Iteration 12Q: 3 clusters Score -604757.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -604981.687500 Penalty: 2995.466309
	Iteration 13Q: 3 clusters Score -604981.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -605167.875000 Penalty: 2995.466309
	Iteration 14Q: 3 clusters Score -605167.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -605316.187500 Penalty: 2995.466309
	Iteration 15Q: 3 clusters Score -605316.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -605438.812500 Penalty: 2995.466309
	Iteration 16Q: 3 clusters Score -605438.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -605547.750000 Penalty: 2995.466309
	Iteration 17Q: 3 clusters Score -605547.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -605612.187500 Penalty: 2995.466309
	Iteration 18Q: 3 clusters Score -605612.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -605650.812500 Penalty: 2995.466309
	Iteration 19Q: 3 clusters Score -605650.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -605687.375000 Penalty: 2995.466309
	Iteration 20F: 3 clusters Score -605687.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -605727.937500 Penalty: 2995.466309
	Iteration 21Q: 3 clusters Score -605727.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -605752.375000 Penalty: 2995.466309
	Iteration 22Q: 3 clusters Score -605752.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -605770.500000 Penalty: 2995.466309
	Iteration 23Q: 3 clusters Score -605770.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -605786.437500 Penalty: 2995.466309
	Iteration 24Q: 3 clusters Score -605786.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -605809.125000 Penalty: 2995.466309
	Iteration 25Q: 3 clusters Score -605809.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -605821.375000 Penalty: 2995.466309
	Iteration 26Q: 3 clusters Score -605821.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -605831.062500 Penalty: 2995.466309
	Iteration 27Q: 3 clusters Score -605831.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -605840.375000 Penalty: 2995.466309
	Iteration 28Q: 3 clusters Score -605840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -605846.937500 Penalty: 2995.466309
	Iteration 29Q: 3 clusters Score -605846.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -605851.750000 Penalty: 2995.466309
	Iteration 30Q: 3 clusters Score -605851.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -605855.062500 Penalty: 2995.466309
	Iteration 31Q: 3 clusters Score -605855.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -605859.250000 Penalty: 2995.466309
	Iteration 32Q: 3 clusters Score -605859.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -605863.375000 Penalty: 2995.466309
	Iteration 33Q: 3 clusters Score -605863.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -605870.625000 Penalty: 2995.466309
	Iteration 34Q: 3 clusters Score -605870.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -605876.187500 Penalty: 2995.466309
	Iteration 35Q: 3 clusters Score -605876.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -605881.125000 Penalty: 2995.466309
	Iteration 36Q: 3 clusters Score -605881.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -605884.062500 Penalty: 2995.466309
	Iteration 37Q: 3 clusters Score -605884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -605887.125000 Penalty: 2995.466309
	Iteration 38Q: 3 clusters Score -605887.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -605886.937500 Penalty: 2995.466309
	Iteration 39Q: 3 clusters Score -605886.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -605889.937500 Penalty: 2995.466309
	Iteration 40F: 3 clusters Score -605889.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -605893.500000 Penalty: 2995.466309
	Iteration 41Q: 3 clusters Score -605893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -605896.562500 Penalty: 2995.466309
	Iteration 42Q: 3 clusters Score -605896.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -605901.687500 Penalty: 2995.466309
	Iteration 43Q: 3 clusters Score -605901.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -605905.000000 Penalty: 2995.466309
	Iteration 44Q: 3 clusters Score -605905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -605904.687500 Penalty: 2995.466309
	Iteration 45Q: 3 clusters Score -605904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -605910.875000 Penalty: 2995.466309
	Iteration 46Q: 3 clusters Score -605910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -605911.125000 Penalty: 2995.466309
	Iteration 47Q: 3 clusters Score -605911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -605914.187500 Penalty: 2995.466309
	Iteration 48Q: 3 clusters Score -605914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -605915.125000 Penalty: 2995.466309
	Iteration 49Q: 3 clusters Score -605915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -605915.125000 Penalty: 2995.466309
	Iteration 50Q: 3 clusters Score -605915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -605916.250000 Penalty: 2995.466309
	Iteration 51Q: 3 clusters Score -605916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -605917.187500 Penalty: 2995.466309
	Iteration 52Q: 3 clusters Score -605917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -605916.750000 Penalty: 2995.466309
	Iteration 53Q: 3 clusters Score -605916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -605916.750000 Penalty: 2995.466309
	Iteration 54F: 3 clusters Score -605916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -121664.843750 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -121664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -119494.546875 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -119494.5 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -120043.523438 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -120043.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -120232.203125 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -120232.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -120330.726562 Penalty: 2494.099609
	Iteration 3F: 3 clusters Score -120330.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -120432.875000 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -120432.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -120487.500000 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -120487.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -120537.726562 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -120537.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -120592.156250 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -120592.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -120637.757812 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -120637.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -120689.867188 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -120689.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -120745.281250 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -120745.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -120806.859375 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -120806.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -120843.531250 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -120843.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -120876.601562 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -120876.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -120912.281250 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -120912.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120953.468750 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -120953.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -121035.109375 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -121035.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -121143.601562 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -121143.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -121251.976562 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -121252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -121341.148438 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -121341.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -121417.062500 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -121417.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -121486.179688 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -121486.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -121581.273438 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -121581.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -121708.601562 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -121708.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -121840.796875 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -121840.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -121918.796875 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -121918.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -121978.796875 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -121978.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -122049.882812 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -122049.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -122094.898438 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -122094.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -122125.187500 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -122125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -122138.101562 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -122138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -122143.437500 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -122143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -122144.109375 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -122144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -122144.109375 Penalty: 2494.099609
	Iteration 33F: 3 clusters Score -122144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 1390 members 
Entering Unmasked Estep 
Score: -30930924.000000 Penalty: 88057.867188
Splitting cluster 29 changes total score from -30930924.000000 to -30930924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -106762.414062 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -106762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -104748.742188 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -104748.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105180.359375 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -105180.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -105334.250000 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -105334.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -105420.156250 Penalty: 2446.532959
	Iteration 3F: 3 clusters Score -105420.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105489.515625 Penalty: 2446.532959
	Iteration 4Q: 3 clusters Score -105489.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105548.015625 Penalty: 2446.532959
	Iteration 5Q: 3 clusters Score -105548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105610.171875 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -105610.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105659.414062 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -105659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -105691.531250 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -105691.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105717.578125 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -105717.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105733.343750 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -105733.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105746.132812 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -105746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105756.179688 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -105756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105763.914062 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -105763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105772.125000 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -105772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105779.609375 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -105779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105781.703125 Penalty: 2446.532959
	Iteration 16Q: 3 clusters Score -105781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105782.539062 Penalty: 2446.532959
	Iteration 17Q: 3 clusters Score -105782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105783.585938 Penalty: 2446.532959
	Iteration 18Q: 3 clusters Score -105783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105784.593750 Penalty: 2446.532959
	Iteration 19Q: 3 clusters Score -105784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105786.000000 Penalty: 2446.532959
	Iteration 20F: 3 clusters Score -105786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105786.687500 Penalty: 2446.532959
	Iteration 21Q: 3 clusters Score -105786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105788.804688 Penalty: 2446.532959
	Iteration 22Q: 3 clusters Score -105788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105791.929688 Penalty: 2446.532959
	Iteration 23Q: 3 clusters Score -105791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105793.804688 Penalty: 2446.532959
	Iteration 24Q: 3 clusters Score -105793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105794.812500 Penalty: 2446.532959
	Iteration 25Q: 3 clusters Score -105794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105797.875000 Penalty: 2446.532959
	Iteration 26Q: 3 clusters Score -105797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105801.265625 Penalty: 2446.532959
	Iteration 27Q: 3 clusters Score -105801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105804.437500 Penalty: 2446.532959
	Iteration 28Q: 3 clusters Score -105804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105807.367188 Penalty: 2446.532959
	Iteration 29Q: 3 clusters Score -105807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105810.320312 Penalty: 2446.532959
	Iteration 30Q: 3 clusters Score -105810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105812.515625 Penalty: 2446.532959
	Iteration 31Q: 3 clusters Score -105812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105814.085938 Penalty: 2446.532959
	Iteration 32Q: 3 clusters Score -105814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105814.359375 Penalty: 2446.532959
	Iteration 33Q: 3 clusters Score -105814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105815.109375 Penalty: 2446.532959
	Iteration 34Q: 3 clusters Score -105815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105816.484375 Penalty: 2446.532959
	Iteration 35Q: 3 clusters Score -105816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105818.234375 Penalty: 2446.532959
	Iteration 36Q: 3 clusters Score -105818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105819.335938 Penalty: 2446.532959
	Iteration 37Q: 3 clusters Score -105819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105819.781250 Penalty: 2446.532959
	Iteration 38Q: 3 clusters Score -105819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105822.390625 Penalty: 2446.532959
	Iteration 39Q: 3 clusters Score -105822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105825.265625 Penalty: 2446.532959
	Iteration 40F: 3 clusters Score -105825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105827.531250 Penalty: 2446.532959
	Iteration 41Q: 3 clusters Score -105827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105827.531250 Penalty: 2446.532959
	Iteration 42F: 3 clusters Score -105827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -95122.273438 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -95122.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -92896.992188 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -92896.99 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -93455.773438 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -93455.77 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -93640.585938 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -93640.59 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -93804.781250 Penalty: 2502.301514
	Iteration 3F: 3 clusters Score -93804.78 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -93929.390625 Penalty: 2502.301514
	Iteration 4F: 3 clusters Score -93929.39 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -94019.398438 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -94019.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -94096.757812 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -94096.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -94212.015625 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -94212.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -94293.101562 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -94293.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -94350.875000 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -94350.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -94411.507812 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -94411.51 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -94489.703125 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -94489.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -94570.210938 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -94570.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -94654.734375 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -94654.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -94711.890625 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -94711.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -94746.609375 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -94746.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -94767.656250 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -94767.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -94780.820312 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -94780.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -94791.796875 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -94791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -94800.242188 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -94800.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -94807.187500 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -94807.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -94816.023438 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -94816.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -94819.125000 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -94819.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -94826.062500 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -94826.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94828.585938 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -94828.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -94830.578125 Penalty: 2502.301514
	Iteration 25Q: 3 clusters Score -94830.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -94833.117188 Penalty: 2502.301514
	Iteration 26Q: 3 clusters Score -94833.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -94838.343750 Penalty: 2502.301514
	Iteration 27Q: 3 clusters Score -94838.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -94839.187500 Penalty: 2502.301514
	Iteration 28Q: 3 clusters Score -94839.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -94839.406250 Penalty: 2502.301514
	Iteration 29Q: 3 clusters Score -94839.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -94839.539062 Penalty: 2502.301514
	Iteration 30Q: 3 clusters Score -94839.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -94839.539062 Penalty: 2502.301514
	Iteration 31F: 3 clusters Score -94839.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -110210.578125 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -110210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -108136.054688 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -108136.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -108613.937500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -108613.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108711.125000 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -108711.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -108782.015625 Penalty: 2474.170166
	Iteration 3Q: 3 clusters Score -108782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -108857.554688 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -108857.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -108928.617188 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -108928.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -108998.242188 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -108998.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -109035.406250 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -109035.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -109072.617188 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -109072.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109107.906250 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -109107.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -109141.179688 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -109141.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -109170.414062 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -109170.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -109209.562500 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -109209.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -109241.031250 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -109241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -109268.218750 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -109268.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -109285.992188 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -109286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -109300.328125 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -109300.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -109308.453125 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -109308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -109312.226562 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -109312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -109314.171875 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -109314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -109315.687500 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -109315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -109316.992188 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -109317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -109317.390625 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -109317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -109317.828125 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -109317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -109317.828125 Penalty: 2474.170166
	Iteration 24F: 3 clusters Score -109317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Entering Unmasked Estep 
Score: -1160277.625000 Penalty: 1604.031616
	Iteration 0F: 2 clusters Score -1160278 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 9680 members 
Entering Unmasked Estep 
Score: -1147050.500000 Penalty: 3208.063232
	Iteration 0F: 3 clusters Score -1147050 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1151816.000000 Penalty: 3208.063232
	Iteration 1F: 3 clusters Score -1151816 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1152195.250000 Penalty: 3208.063232
	Iteration 2Q: 3 clusters Score -1152195 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1152622.375000 Penalty: 3208.063232
	Iteration 3Q: 3 clusters Score -1152622 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1153085.500000 Penalty: 3208.063232
	Iteration 4Q: 3 clusters Score -1153086 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1153537.875000 Penalty: 3208.063232
	Iteration 5Q: 3 clusters Score -1153538 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1154024.000000 Penalty: 3208.063232
	Iteration 6F: 3 clusters Score -1154024 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1154553.500000 Penalty: 3208.063232
	Iteration 7F: 3 clusters Score -1154554 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1155129.375000 Penalty: 3208.063232
	Iteration 8F: 3 clusters Score -1155129 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1155712.000000 Penalty: 3208.063232
	Iteration 9Q: 3 clusters Score -1155712 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1156342.000000 Penalty: 3208.063232
	Iteration 10Q: 3 clusters Score -1156342 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1156941.375000 Penalty: 3208.063232
	Iteration 11Q: 3 clusters Score -1156941 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1157427.375000 Penalty: 3208.063232
	Iteration 12Q: 3 clusters Score -1157427 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1157772.375000 Penalty: 3208.063232
	Iteration 13Q: 3 clusters Score -1157772 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1158011.375000 Penalty: 3208.063232
	Iteration 14Q: 3 clusters Score -1158011 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1158187.500000 Penalty: 3208.063232
	Iteration 15Q: 3 clusters Score -1158188 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1158333.500000 Penalty: 3208.063232
	Iteration 16Q: 3 clusters Score -1158334 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1158456.625000 Penalty: 3208.063232
	Iteration 17Q: 3 clusters Score -1158457 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1158562.500000 Penalty: 3208.063232
	Iteration 18Q: 3 clusters Score -1158562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1158630.125000 Penalty: 3208.063232
	Iteration 19Q: 3 clusters Score -1158630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1158703.250000 Penalty: 3208.063232
	Iteration 20F: 3 clusters Score -1158703 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1158775.125000 Penalty: 3208.063232
	Iteration 21Q: 3 clusters Score -1158775 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1158825.375000 Penalty: 3208.063232
	Iteration 22Q: 3 clusters Score -1158825 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1158869.500000 Penalty: 3208.063232
	Iteration 23Q: 3 clusters Score -1158870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1158910.750000 Penalty: 3208.063232
	Iteration 24Q: 3 clusters Score -1158911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1158939.500000 Penalty: 3208.063232
	Iteration 25Q: 3 clusters Score -1158940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1158967.500000 Penalty: 3208.063232
	Iteration 26Q: 3 clusters Score -1158968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1159000.125000 Penalty: 3208.063232
	Iteration 27Q: 3 clusters Score -1159000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1159029.125000 Penalty: 3208.063232
	Iteration 28Q: 3 clusters Score -1159029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1159044.250000 Penalty: 3208.063232
	Iteration 29Q: 3 clusters Score -1159044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1159066.375000 Penalty: 3208.063232
	Iteration 30Q: 3 clusters Score -1159066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1159078.875000 Penalty: 3208.063232
	Iteration 31Q: 3 clusters Score -1159079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1159089.000000 Penalty: 3208.063232
	Iteration 32Q: 3 clusters Score -1159089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1159099.250000 Penalty: 3208.063232
	Iteration 33Q: 3 clusters Score -1159099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1159108.250000 Penalty: 3208.063232
	Iteration 34Q: 3 clusters Score -1159108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1159115.625000 Penalty: 3208.063232
	Iteration 35Q: 3 clusters Score -1159116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1159123.625000 Penalty: 3208.063232
	Iteration 36Q: 3 clusters Score -1159124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1159129.625000 Penalty: 3208.063232
	Iteration 37Q: 3 clusters Score -1159130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1159137.000000 Penalty: 3208.063232
	Iteration 38Q: 3 clusters Score -1159137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1159145.125000 Penalty: 3208.063232
	Iteration 39Q: 3 clusters Score -1159145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1159149.125000 Penalty: 3208.063232
	Iteration 40F: 3 clusters Score -1159149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1159151.125000 Penalty: 3208.063232
	Iteration 41Q: 3 clusters Score -1159151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1159156.625000 Penalty: 3208.063232
	Iteration 42Q: 3 clusters Score -1159157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1159157.250000 Penalty: 3208.063232
	Iteration 43Q: 3 clusters Score -1159157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1159160.000000 Penalty: 3208.063232
	Iteration 44Q: 3 clusters Score -1159160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1159158.625000 Penalty: 3208.063232
	Iteration 45Q: 3 clusters Score -1159159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1159160.625000 Penalty: 3208.063232
	Iteration 46Q: 3 clusters Score -1159161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1159164.625000 Penalty: 3208.063232
	Iteration 47Q: 3 clusters Score -1159165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1159164.000000 Penalty: 3208.063232
	Iteration 48Q: 3 clusters Score -1159164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1159165.500000 Penalty: 3208.063232
	Iteration 49Q: 3 clusters Score -1159166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1159169.125000 Penalty: 3208.063232
	Iteration 50Q: 3 clusters Score -1159169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1159169.500000 Penalty: 3208.063232
	Iteration 51Q: 3 clusters Score -1159170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1159168.750000 Penalty: 3208.063232
	Iteration 52Q: 3 clusters Score -1159169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1159167.750000 Penalty: 3208.063232
	Iteration 53Q: 3 clusters Score -1159168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1159169.375000 Penalty: 3208.063232
	Iteration 54Q: 3 clusters Score -1159169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1159169.250000 Penalty: 3208.063232
	Iteration 55Q: 3 clusters Score -1159169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1159168.000000 Penalty: 3208.063232
	Iteration 56Q: 3 clusters Score -1159168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1159168.375000 Penalty: 3208.063232
	Iteration 57Q: 3 clusters Score -1159168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1159168.125000 Penalty: 3208.063232
	Iteration 58Q: 3 clusters Score -1159168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1159169.375000 Penalty: 3208.063232
	Iteration 59Q: 3 clusters Score -1159169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1159168.750000 Penalty: 3208.063232
	Iteration 60F: 3 clusters Score -1159169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1159170.625000 Penalty: 3208.063232
	Iteration 61Q: 3 clusters Score -1159171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1159171.750000 Penalty: 3208.063232
	Iteration 62Q: 3 clusters Score -1159172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1159171.750000 Penalty: 3208.063232
	Iteration 63Q: 3 clusters Score -1159172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1159173.000000 Penalty: 3208.063232
	Iteration 64Q: 3 clusters Score -1159173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1159175.125000 Penalty: 3208.063232
	Iteration 65Q: 3 clusters Score -1159175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1159173.875000 Penalty: 3208.063232
	Iteration 66Q: 3 clusters Score -1159174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1159178.750000 Penalty: 3208.063232
	Iteration 67Q: 3 clusters Score -1159179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1159176.750000 Penalty: 3208.063232
	Iteration 68Q: 3 clusters Score -1159177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1159183.875000 Penalty: 3208.063232
	Iteration 69Q: 3 clusters Score -1159184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1159184.875000 Penalty: 3208.063232
	Iteration 70Q: 3 clusters Score -1159185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1159185.375000 Penalty: 3208.063232
	Iteration 71Q: 3 clusters Score -1159185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1159186.000000 Penalty: 3208.063232
	Iteration 72Q: 3 clusters Score -1159186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1159192.250000 Penalty: 3208.063232
	Iteration 73Q: 3 clusters Score -1159192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1159194.125000 Penalty: 3208.063232
	Iteration 74Q: 3 clusters Score -1159194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1159201.125000 Penalty: 3208.063232
	Iteration 75Q: 3 clusters Score -1159201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1159200.250000 Penalty: 3208.063232
	Iteration 76Q: 3 clusters Score -1159200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1159202.625000 Penalty: 3208.063232
	Iteration 77Q: 3 clusters Score -1159203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1159210.250000 Penalty: 3208.063232
	Iteration 78Q: 3 clusters Score -1159210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1159223.000000 Penalty: 3208.063232
	Iteration 79Q: 3 clusters Score -1159223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1159232.375000 Penalty: 3208.063232
	Iteration 80F: 3 clusters Score -1159232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1159237.625000 Penalty: 3208.063232
	Iteration 81Q: 3 clusters Score -1159238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1159248.125000 Penalty: 3208.063232
	Iteration 82Q: 3 clusters Score -1159248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1159258.250000 Penalty: 3208.063232
	Iteration 83Q: 3 clusters Score -1159258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1159264.375000 Penalty: 3208.063232
	Iteration 84Q: 3 clusters Score -1159264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1159265.750000 Penalty: 3208.063232
	Iteration 85Q: 3 clusters Score -1159266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1159267.875000 Penalty: 3208.063232
	Iteration 86Q: 3 clusters Score -1159268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1159273.750000 Penalty: 3208.063232
	Iteration 87Q: 3 clusters Score -1159274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1159276.875000 Penalty: 3208.063232
	Iteration 88Q: 3 clusters Score -1159277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1159289.500000 Penalty: 3208.063232
	Iteration 89Q: 3 clusters Score -1159290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1159299.375000 Penalty: 3208.063232
	Iteration 90Q: 3 clusters Score -1159299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1159309.125000 Penalty: 3208.063232
	Iteration 91Q: 3 clusters Score -1159309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1159320.750000 Penalty: 3208.063232
	Iteration 92Q: 3 clusters Score -1159321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1159332.000000 Penalty: 3208.063232
	Iteration 93Q: 3 clusters Score -1159332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1159339.875000 Penalty: 3208.063232
	Iteration 94Q: 3 clusters Score -1159340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1159345.750000 Penalty: 3208.063232
	Iteration 95Q: 3 clusters Score -1159346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1159349.125000 Penalty: 3208.063232
	Iteration 96Q: 3 clusters Score -1159349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1159349.375000 Penalty: 3208.063232
	Iteration 97Q: 3 clusters Score -1159349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1159350.625000 Penalty: 3208.063232
	Iteration 98Q: 3 clusters Score -1159351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1159355.625000 Penalty: 3208.063232
	Iteration 99Q: 3 clusters Score -1159356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1159362.125000 Penalty: 3208.063232
	Iteration 100F: 3 clusters Score -1159362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1159371.000000 Penalty: 3208.063232
	Iteration 101Q: 3 clusters Score -1159371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1159375.250000 Penalty: 3208.063232
	Iteration 102Q: 3 clusters Score -1159375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1159378.625000 Penalty: 3208.063232
	Iteration 103Q: 3 clusters Score -1159379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1159385.500000 Penalty: 3208.063232
	Iteration 104Q: 3 clusters Score -1159386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1159387.250000 Penalty: 3208.063232
	Iteration 105Q: 3 clusters Score -1159387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1159395.250000 Penalty: 3208.063232
	Iteration 106Q: 3 clusters Score -1159395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1159397.125000 Penalty: 3208.063232
	Iteration 107Q: 3 clusters Score -1159397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1159397.125000 Penalty: 3208.063232
	Iteration 108Q: 3 clusters Score -1159397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1159396.250000 Penalty: 3208.063232
	Iteration 109Q: 3 clusters Score -1159396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1159396.000000 Penalty: 3208.063232
	Iteration 110Q: 3 clusters Score -1159396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1159397.375000 Penalty: 3208.063232
	Iteration 111Q: 3 clusters Score -1159397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1159403.625000 Penalty: 3208.063232
	Iteration 112Q: 3 clusters Score -1159404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1159405.625000 Penalty: 3208.063232
	Iteration 113Q: 3 clusters Score -1159406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1159404.750000 Penalty: 3208.063232
	Iteration 114Q: 3 clusters Score -1159405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1159404.625000 Penalty: 3208.063232
	Iteration 115Q: 3 clusters Score -1159405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1159404.250000 Penalty: 3208.063232
	Iteration 116Q: 3 clusters Score -1159404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1159404.250000 Penalty: 3208.063232
	Iteration 117F: 3 clusters Score -1159404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -330210.968750 Penalty: 1398.375366
	Iteration 0F: 2 clusters Score -330211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -325868.343750 Penalty: 2796.750732
	Iteration 0F: 3 clusters Score -325868.3 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -327110.656250 Penalty: 2796.750732
	Iteration 1F: 3 clusters Score -327110.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -327318.843750 Penalty: 2796.750732
	Iteration 2F: 3 clusters Score -327318.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -327446.625000 Penalty: 2796.750732
	Iteration 3F: 3 clusters Score -327446.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -327545.468750 Penalty: 2796.750732
	Iteration 4Q: 3 clusters Score -327545.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -327637.187500 Penalty: 2796.750732
	Iteration 5Q: 3 clusters Score -327637.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -327712.125000 Penalty: 2796.750732
	Iteration 6Q: 3 clusters Score -327712.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -327785.156250 Penalty: 2796.750732
	Iteration 7Q: 3 clusters Score -327785.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -327889.812500 Penalty: 2796.750732
	Iteration 8Q: 3 clusters Score -327889.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -328034.906250 Penalty: 2796.750732
	Iteration 9Q: 3 clusters Score -328034.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -328206.218750 Penalty: 2796.750732
	Iteration 10Q: 3 clusters Score -328206.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -328364.187500 Penalty: 2796.750732
	Iteration 11Q: 3 clusters Score -328364.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -328489.781250 Penalty: 2796.750732
	Iteration 12Q: 3 clusters Score -328489.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328600.062500 Penalty: 2796.750732
	Iteration 13Q: 3 clusters Score -328600.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -328706.968750 Penalty: 2796.750732
	Iteration 14Q: 3 clusters Score -328707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -328822.718750 Penalty: 2796.750732
	Iteration 15Q: 3 clusters Score -328822.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -328913.062500 Penalty: 2796.750732
	Iteration 16Q: 3 clusters Score -328913.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -328977.937500 Penalty: 2796.750732
	Iteration 17Q: 3 clusters Score -328977.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -329035.718750 Penalty: 2796.750732
	Iteration 18Q: 3 clusters Score -329035.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -329076.125000 Penalty: 2796.750732
	Iteration 19Q: 3 clusters Score -329076.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -329112.531250 Penalty: 2796.750732
	Iteration 20F: 3 clusters Score -329112.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329145.718750 Penalty: 2796.750732
	Iteration 21Q: 3 clusters Score -329145.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -329171.156250 Penalty: 2796.750732
	Iteration 22Q: 3 clusters Score -329171.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -329202.562500 Penalty: 2796.750732
	Iteration 23Q: 3 clusters Score -329202.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -329220.812500 Penalty: 2796.750732
	Iteration 24Q: 3 clusters Score -329220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -329232.156250 Penalty: 2796.750732
	Iteration 25Q: 3 clusters Score -329232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -329242.968750 Penalty: 2796.750732
	Iteration 26Q: 3 clusters Score -329243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -329249.656250 Penalty: 2796.750732
	Iteration 27Q: 3 clusters Score -329249.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -329254.718750 Penalty: 2796.750732
	Iteration 28Q: 3 clusters Score -329254.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -329259.968750 Penalty: 2796.750732
	Iteration 29Q: 3 clusters Score -329260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -329261.781250 Penalty: 2796.750732
	Iteration 30Q: 3 clusters Score -329261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -329263.562500 Penalty: 2796.750732
	Iteration 31Q: 3 clusters Score -329263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -329264.843750 Penalty: 2796.750732
	Iteration 32Q: 3 clusters Score -329264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -329264.843750 Penalty: 2796.750732
	Iteration 33F: 3 clusters Score -329264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -205498.609375 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -205498.6 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 1708 members 
Entering Unmasked Estep 
Score: -202540.875000 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -202540.9 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -203410.765625 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -203410.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -203711.343750 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -203711.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -203916.359375 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -203916.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -204098.718750 Penalty: 2642.556152
	Iteration 4F: 3 clusters Score -204098.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -204272.843750 Penalty: 2642.556152
	Iteration 5F: 3 clusters Score -204272.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204434.812500 Penalty: 2642.556152
	Iteration 6F: 3 clusters Score -204434.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -204587.250000 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -204587.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -204742.875000 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -204742.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -204900.453125 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -204900.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -205023.359375 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -205023.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -205092.359375 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -205092.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -205141.656250 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -205141.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -205174.921875 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -205174.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -205189.640625 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -205189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -205199.906250 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -205199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -205203.390625 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -205203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -205206.406250 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -205206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -205208.093750 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -205208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -205209.625000 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -205209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -205212.671875 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -205212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -205214.984375 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -205215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -205215.484375 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -205215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -205215.484375 Penalty: 2642.556152
	Iteration 23F: 3 clusters Score -205215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -77953.640625 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -77953.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76276.234375 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -76276.23 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -76647.718750 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -76647.72 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -76769.921875 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -76769.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -76842.796875 Penalty: 2352.044189
	Iteration 3F: 3 clusters Score -76842.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -76892.031250 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -76892.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -76937.039062 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -76937.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -76966.585938 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -76966.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -76985.820312 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -76985.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -77001.125000 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -77001.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -77005.718750 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -77005.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -77012.382812 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -77012.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -77016.140625 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -77016.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -77016.140625 Penalty: 2352.044189
	Iteration 12F: 3 clusters Score -77016.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -404948.718750 Penalty: 1437.438843
	Iteration 0F: 2 clusters Score -404948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -399736.312500 Penalty: 2874.877686
	Iteration 0F: 3 clusters Score -399736.3 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -401402.187500 Penalty: 2874.877686
	Iteration 1F: 3 clusters Score -401402.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -401789.312500 Penalty: 2874.877686
	Iteration 2F: 3 clusters Score -401789.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -402212.468750 Penalty: 2874.877686
	Iteration 3F: 3 clusters Score -402212.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -402727.375000 Penalty: 2874.877686
	Iteration 4F: 3 clusters Score -402727.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -403164.843750 Penalty: 2874.877686
	Iteration 5F: 3 clusters Score -403164.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -403495.593750 Penalty: 2874.877686
	Iteration 6F: 3 clusters Score -403495.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -403743.093750 Penalty: 2874.877686
	Iteration 7F: 3 clusters Score -403743.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -403923.937500 Penalty: 2874.877686
	Iteration 8Q: 3 clusters Score -403923.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -404071.562500 Penalty: 2874.877686
	Iteration 9Q: 3 clusters Score -404071.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -404208.281250 Penalty: 2874.877686
	Iteration 10Q: 3 clusters Score -404208.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -404357.125000 Penalty: 2874.877686
	Iteration 11Q: 3 clusters Score -404357.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -404522.718750 Penalty: 2874.877686
	Iteration 12Q: 3 clusters Score -404522.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -404686.343750 Penalty: 2874.877686
	Iteration 13Q: 3 clusters Score -404686.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -404798.687500 Penalty: 2874.877686
	Iteration 14Q: 3 clusters Score -404798.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -404857.531250 Penalty: 2874.877686
	Iteration 15Q: 3 clusters Score -404857.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -404892.187500 Penalty: 2874.877686
	Iteration 16Q: 3 clusters Score -404892.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -404906.218750 Penalty: 2874.877686
	Iteration 17Q: 3 clusters Score -404906.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -404923.187500 Penalty: 2874.877686
	Iteration 18Q: 3 clusters Score -404923.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -404940.562500 Penalty: 2874.877686
	Iteration 19Q: 3 clusters Score -404940.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -404957.125000 Penalty: 2874.877686
	Iteration 20F: 3 clusters Score -404957.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -404965.000000 Penalty: 2874.877686
	Iteration 21Q: 3 clusters Score -404965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -404969.500000 Penalty: 2874.877686
	Iteration 22Q: 3 clusters Score -404969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -404973.156250 Penalty: 2874.877686
	Iteration 23Q: 3 clusters Score -404973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -404975.906250 Penalty: 2874.877686
	Iteration 24Q: 3 clusters Score -404975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -404979.718750 Penalty: 2874.877686
	Iteration 25Q: 3 clusters Score -404979.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -404982.343750 Penalty: 2874.877686
	Iteration 26Q: 3 clusters Score -404982.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -404985.000000 Penalty: 2874.877686
	Iteration 27Q: 3 clusters Score -404985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -404988.187500 Penalty: 2874.877686
	Iteration 28Q: 3 clusters Score -404988.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -404993.843750 Penalty: 2874.877686
	Iteration 29Q: 3 clusters Score -404993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -404998.125000 Penalty: 2874.877686
	Iteration 30Q: 3 clusters Score -404998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -405002.781250 Penalty: 2874.877686
	Iteration 31Q: 3 clusters Score -405002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -405010.125000 Penalty: 2874.877686
	Iteration 32Q: 3 clusters Score -405010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -405016.625000 Penalty: 2874.877686
	Iteration 33Q: 3 clusters Score -405016.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -405024.687500 Penalty: 2874.877686
	Iteration 34Q: 3 clusters Score -405024.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -405026.625000 Penalty: 2874.877686
	Iteration 35Q: 3 clusters Score -405026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -405030.000000 Penalty: 2874.877686
	Iteration 36Q: 3 clusters Score -405030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -405034.468750 Penalty: 2874.877686
	Iteration 37Q: 3 clusters Score -405034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -405034.968750 Penalty: 2874.877686
	Iteration 38Q: 3 clusters Score -405035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -405034.718750 Penalty: 2874.877686
	Iteration 39Q: 3 clusters Score -405034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -405034.718750 Penalty: 2874.877686
	Iteration 40F: 3 clusters Score -405034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 1257 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 5688 members 
Entering Unmasked Estep 
Score: -30930718.000000 Penalty: 88057.867188
Splitting cluster 37 changes total score from -30930924.000000 to -30930718.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -169750.875000 Penalty: 1302.329590
	Iteration 0F: 2 clusters Score -169750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -167031.828125 Penalty: 2604.659180
	Iteration 0F: 3 clusters Score -167031.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -167723.781250 Penalty: 2604.659180
	Iteration 1F: 3 clusters Score -167723.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -167874.187500 Penalty: 2604.659180
	Iteration 2F: 3 clusters Score -167874.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -168008.093750 Penalty: 2604.659180
	Iteration 3F: 3 clusters Score -168008.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -168129.609375 Penalty: 2604.659180
	Iteration 4F: 3 clusters Score -168129.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -168253.906250 Penalty: 2604.659180
	Iteration 5Q: 3 clusters Score -168253.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -168369.078125 Penalty: 2604.659180
	Iteration 6Q: 3 clusters Score -168369.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -168457.781250 Penalty: 2604.659180
	Iteration 7Q: 3 clusters Score -168457.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -168515.015625 Penalty: 2604.659180
	Iteration 8Q: 3 clusters Score -168515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -168564.218750 Penalty: 2604.659180
	Iteration 9Q: 3 clusters Score -168564.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -168597.781250 Penalty: 2604.659180
	Iteration 10Q: 3 clusters Score -168597.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168629.312500 Penalty: 2604.659180
	Iteration 11Q: 3 clusters Score -168629.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -168654.546875 Penalty: 2604.659180
	Iteration 12Q: 3 clusters Score -168654.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -168682.421875 Penalty: 2604.659180
	Iteration 13Q: 3 clusters Score -168682.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -168713.000000 Penalty: 2604.659180
	Iteration 14Q: 3 clusters Score -168713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -168728.296875 Penalty: 2604.659180
	Iteration 15Q: 3 clusters Score -168728.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -168741.343750 Penalty: 2604.659180
	Iteration 16Q: 3 clusters Score -168741.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168755.656250 Penalty: 2604.659180
	Iteration 17Q: 3 clusters Score -168755.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -168766.296875 Penalty: 2604.659180
	Iteration 18Q: 3 clusters Score -168766.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -168775.875000 Penalty: 2604.659180
	Iteration 19Q: 3 clusters Score -168775.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -168782.500000 Penalty: 2604.659180
	Iteration 20F: 3 clusters Score -168782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -168785.812500 Penalty: 2604.659180
	Iteration 21Q: 3 clusters Score -168785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -168787.656250 Penalty: 2604.659180
	Iteration 22Q: 3 clusters Score -168787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168788.328125 Penalty: 2604.659180
	Iteration 23Q: 3 clusters Score -168788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168788.625000 Penalty: 2604.659180
	Iteration 24Q: 3 clusters Score -168788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168788.625000 Penalty: 2604.659180
	Iteration 25F: 3 clusters Score -168788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -184925.250000 Penalty: 1311.572998
	Iteration 0F: 2 clusters Score -184925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -182079.703125 Penalty: 2623.145996
	Iteration 0F: 3 clusters Score -182079.7 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -182800.437500 Penalty: 2623.145996
	Iteration 1F: 3 clusters Score -182800.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -182996.171875 Penalty: 2623.145996
	Iteration 2F: 3 clusters Score -182996.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -183114.218750 Penalty: 2623.145996
	Iteration 3F: 3 clusters Score -183114.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -183236.468750 Penalty: 2623.145996
	Iteration 4Q: 3 clusters Score -183236.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -183354.203125 Penalty: 2623.145996
	Iteration 5Q: 3 clusters Score -183354.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -183516.171875 Penalty: 2623.145996
	Iteration 6Q: 3 clusters Score -183516.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -183662.625000 Penalty: 2623.145996
	Iteration 7Q: 3 clusters Score -183662.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -183777.406250 Penalty: 2623.145996
	Iteration 8Q: 3 clusters Score -183777.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -183891.156250 Penalty: 2623.145996
	Iteration 9Q: 3 clusters Score -183891.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -183978.828125 Penalty: 2623.145996
	Iteration 10Q: 3 clusters Score -183978.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -184029.625000 Penalty: 2623.145996
	Iteration 11Q: 3 clusters Score -184029.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -184070.640625 Penalty: 2623.145996
	Iteration 12Q: 3 clusters Score -184070.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -184103.453125 Penalty: 2623.145996
	Iteration 13Q: 3 clusters Score -184103.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -184148.171875 Penalty: 2623.145996
	Iteration 14Q: 3 clusters Score -184148.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -184178.031250 Penalty: 2623.145996
	Iteration 15Q: 3 clusters Score -184178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -184197.250000 Penalty: 2623.145996
	Iteration 16Q: 3 clusters Score -184197.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -184211.250000 Penalty: 2623.145996
	Iteration 17Q: 3 clusters Score -184211.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -184222.109375 Penalty: 2623.145996
	Iteration 18Q: 3 clusters Score -184222.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -184232.937500 Penalty: 2623.145996
	Iteration 19Q: 3 clusters Score -184232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -184243.890625 Penalty: 2623.145996
	Iteration 20F: 3 clusters Score -184243.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -184251.015625 Penalty: 2623.145996
	Iteration 21Q: 3 clusters Score -184251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -184256.921875 Penalty: 2623.145996
	Iteration 22Q: 3 clusters Score -184256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -184262.484375 Penalty: 2623.145996
	Iteration 23Q: 3 clusters Score -184262.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -184272.359375 Penalty: 2623.145996
	Iteration 24Q: 3 clusters Score -184272.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -184278.640625 Penalty: 2623.145996
	Iteration 25Q: 3 clusters Score -184278.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -184284.593750 Penalty: 2623.145996
	Iteration 26Q: 3 clusters Score -184284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -184287.703125 Penalty: 2623.145996
	Iteration 27Q: 3 clusters Score -184287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -184290.437500 Penalty: 2623.145996
	Iteration 28Q: 3 clusters Score -184290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -184294.437500 Penalty: 2623.145996
	Iteration 29Q: 3 clusters Score -184294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -184296.031250 Penalty: 2623.145996
	Iteration 30Q: 3 clusters Score -184296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -184297.156250 Penalty: 2623.145996
	Iteration 31Q: 3 clusters Score -184297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -184297.921875 Penalty: 2623.145996
	Iteration 32Q: 3 clusters Score -184297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -184298.531250 Penalty: 2623.145996
	Iteration 33Q: 3 clusters Score -184298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -184300.578125 Penalty: 2623.145996
	Iteration 34Q: 3 clusters Score -184300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -184301.453125 Penalty: 2623.145996
	Iteration 35Q: 3 clusters Score -184301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -184303.843750 Penalty: 2623.145996
	Iteration 36Q: 3 clusters Score -184303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -184308.468750 Penalty: 2623.145996
	Iteration 37Q: 3 clusters Score -184308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -184311.984375 Penalty: 2623.145996
	Iteration 38Q: 3 clusters Score -184312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -184316.156250 Penalty: 2623.145996
	Iteration 39Q: 3 clusters Score -184316.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -184326.078125 Penalty: 2623.145996
	Iteration 40F: 3 clusters Score -184326.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -184335.093750 Penalty: 2623.145996
	Iteration 41Q: 3 clusters Score -184335.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -184339.859375 Penalty: 2623.145996
	Iteration 42Q: 3 clusters Score -184339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -184341.625000 Penalty: 2623.145996
	Iteration 43Q: 3 clusters Score -184341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -184345.015625 Penalty: 2623.145996
	Iteration 44Q: 3 clusters Score -184345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -184346.968750 Penalty: 2623.145996
	Iteration 45Q: 3 clusters Score -184347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -184348.265625 Penalty: 2623.145996
	Iteration 46Q: 3 clusters Score -184348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -184349.890625 Penalty: 2623.145996
	Iteration 47Q: 3 clusters Score -184349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -184351.359375 Penalty: 2623.145996
	Iteration 48Q: 3 clusters Score -184351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -184354.359375 Penalty: 2623.145996
	Iteration 49Q: 3 clusters Score -184354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -184358.765625 Penalty: 2623.145996
	Iteration 50Q: 3 clusters Score -184358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -184363.187500 Penalty: 2623.145996
	Iteration 51Q: 3 clusters Score -184363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -184364.828125 Penalty: 2623.145996
	Iteration 52Q: 3 clusters Score -184364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -184366.421875 Penalty: 2623.145996
	Iteration 53Q: 3 clusters Score -184366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -184366.937500 Penalty: 2623.145996
	Iteration 54Q: 3 clusters Score -184366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -184366.937500 Penalty: 2623.145996
	Iteration 55F: 3 clusters Score -184366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 75370 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5461 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931510.000000 Penalty: 85910.117188
Iteration 119Q: 41 clusters Score -3.093151e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 75371 members 
Mstep: Class 13 contains 55638 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22425 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1472 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5460 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6945 members 
Mstep: Class 38 contains 3025 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931604.000000 Penalty: 85910.117188
Iteration 120F: 41 clusters Score -3.09316e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20798 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1664 members 
Mstep: Class 12 contains 75372 members 
Mstep: Class 13 contains 55639 members 
Mstep: Class 14 contains 7918 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11189 members 
Mstep: Class 21 contains 22423 members 
Mstep: Class 22 contains 65953 members 
Mstep: Class 23 contains 3538 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 1464 members 
Mstep: Class 26 contains 25429 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5459 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6942 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931578.000000 Penalty: 85910.117188
Iteration 121Q: 41 clusters Score -3.093158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1672 members 
Mstep: Class 12 contains 75373 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7927 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69907 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65952 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25428 members 
Mstep: Class 27 contains 3268 members 
Mstep: Class 28 contains 10055 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5458 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6942 members 
Mstep: Class 38 contains 3033 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931556.000000 Penalty: 85910.117188
Iteration 122Q: 41 clusters Score -3.093156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20792 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 75374 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69905 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65952 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25424 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10049 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19360 members 
Mstep: Class 34 contains 5458 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3037 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931556.000000 Penalty: 85910.117188
Iteration 123Q: 41 clusters Score -3.093156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20789 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75374 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7942 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22420 members 
Mstep: Class 22 contains 65955 members 
Mstep: Class 23 contains 3538 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25422 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10047 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5459 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6940 members 
Mstep: Class 38 contains 3037 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931566.000000 Penalty: 85910.117188
Iteration 124Q: 41 clusters Score -3.093157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20785 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75376 members 
Mstep: Class 13 contains 55642 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22419 members 
Mstep: Class 22 contains 65958 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10046 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5458 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3038 members 
Mstep: Class 39 contains 3201 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931618.000000 Penalty: 85910.117188
Iteration 125Q: 41 clusters Score -3.093162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75378 members 
Mstep: Class 13 contains 55642 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 65960 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931602.000000 Penalty: 85910.117188
Iteration 126Q: 41 clusters Score -3.09316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 65962 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931610.000000 Penalty: 85910.117188
Iteration 127Q: 41 clusters Score -3.093161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69898 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22418 members 
Mstep: Class 22 contains 65962 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931602.000000 Penalty: 85910.117188
Iteration 128Q: 41 clusters Score -3.09316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69897 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22419 members 
Mstep: Class 22 contains 65962 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931602.000000 Penalty: 85910.117188
Iteration 129Q: 41 clusters Score -3.09316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22420 members 
Mstep: Class 22 contains 65962 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931610.000000 Penalty: 85910.117188
Iteration 130Q: 41 clusters Score -3.093161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22421 members 
Mstep: Class 22 contains 65962 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931596.000000 Penalty: 85910.117188
Iteration 131Q: 41 clusters Score -3.09316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65962 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25420 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931598.000000 Penalty: 85910.117188
Iteration 132Q: 41 clusters Score -3.09316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65963 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931600.000000 Penalty: 85910.117188
Iteration 133Q: 41 clusters Score -3.09316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65963 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30931600.000000 Penalty: 85910.117188
Iteration 134F: 41 clusters Score -3.09316e+07 nChanged 0
Entering ConstructFrom: 
Score: -30931600.000000 Penalty: 85910.117188
Entering ConstructFrom: 
Trying to split cluster 1 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -174818.546875 Penalty: 1308.756714
	Iteration 0F: 2 clusters Score -174818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -171993.078125 Penalty: 2617.513428
	Iteration 0F: 3 clusters Score -171993.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -172876.265625 Penalty: 2617.513428
	Iteration 1F: 3 clusters Score -172876.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -173270.343750 Penalty: 2617.513428
	Iteration 2F: 3 clusters Score -173270.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -173563.953125 Penalty: 2617.513428
	Iteration 3F: 3 clusters Score -173564 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -173768.890625 Penalty: 2617.513428
	Iteration 4F: 3 clusters Score -173768.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -173942.515625 Penalty: 2617.513428
	Iteration 5Q: 3 clusters Score -173942.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -174053.625000 Penalty: 2617.513428
	Iteration 6Q: 3 clusters Score -174053.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -174109.718750 Penalty: 2617.513428
	Iteration 7Q: 3 clusters Score -174109.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -174151.453125 Penalty: 2617.513428
	Iteration 8Q: 3 clusters Score -174151.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -174186.687500 Penalty: 2617.513428
	Iteration 9Q: 3 clusters Score -174186.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -174214.843750 Penalty: 2617.513428
	Iteration 10Q: 3 clusters Score -174214.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -174238.609375 Penalty: 2617.513428
	Iteration 11Q: 3 clusters Score -174238.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -174256.156250 Penalty: 2617.513428
	Iteration 12Q: 3 clusters Score -174256.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -174283.937500 Penalty: 2617.513428
	Iteration 13Q: 3 clusters Score -174283.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -174310.265625 Penalty: 2617.513428
	Iteration 14Q: 3 clusters Score -174310.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -174332.796875 Penalty: 2617.513428
	Iteration 15Q: 3 clusters Score -174332.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -174349.640625 Penalty: 2617.513428
	Iteration 16Q: 3 clusters Score -174349.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -174359.218750 Penalty: 2617.513428
	Iteration 17Q: 3 clusters Score -174359.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -174367.734375 Penalty: 2617.513428
	Iteration 18Q: 3 clusters Score -174367.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174379.906250 Penalty: 2617.513428
	Iteration 19Q: 3 clusters Score -174379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -174395.359375 Penalty: 2617.513428
	Iteration 20F: 3 clusters Score -174395.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174414.625000 Penalty: 2617.513428
	Iteration 21Q: 3 clusters Score -174414.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -174421.812500 Penalty: 2617.513428
	Iteration 22Q: 3 clusters Score -174421.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -174428.390625 Penalty: 2617.513428
	Iteration 23Q: 3 clusters Score -174428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -174434.171875 Penalty: 2617.513428
	Iteration 24Q: 3 clusters Score -174434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -174437.734375 Penalty: 2617.513428
	Iteration 25Q: 3 clusters Score -174437.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174441.031250 Penalty: 2617.513428
	Iteration 26Q: 3 clusters Score -174441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174442.734375 Penalty: 2617.513428
	Iteration 27Q: 3 clusters Score -174442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -174443.750000 Penalty: 2617.513428
	Iteration 28Q: 3 clusters Score -174443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -174444.734375 Penalty: 2617.513428
	Iteration 29Q: 3 clusters Score -174444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -174448.093750 Penalty: 2617.513428
	Iteration 30Q: 3 clusters Score -174448.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174453.031250 Penalty: 2617.513428
	Iteration 31Q: 3 clusters Score -174453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -174457.125000 Penalty: 2617.513428
	Iteration 32Q: 3 clusters Score -174457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -174460.578125 Penalty: 2617.513428
	Iteration 33Q: 3 clusters Score -174460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174465.953125 Penalty: 2617.513428
	Iteration 34Q: 3 clusters Score -174466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174471.328125 Penalty: 2617.513428
	Iteration 35Q: 3 clusters Score -174471.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174477.281250 Penalty: 2617.513428
	Iteration 36Q: 3 clusters Score -174477.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174483.406250 Penalty: 2617.513428
	Iteration 37Q: 3 clusters Score -174483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -174486.593750 Penalty: 2617.513428
	Iteration 38Q: 3 clusters Score -174486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174486.750000 Penalty: 2617.513428
	Iteration 39Q: 3 clusters Score -174486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174486.750000 Penalty: 2617.513428
	Iteration 40F: 3 clusters Score -174486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -388606.062500 Penalty: 1448.844971
	Iteration 0F: 2 clusters Score -388606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -383096.843750 Penalty: 2897.689941
	Iteration 0F: 3 clusters Score -383096.8 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -384755.375000 Penalty: 2897.689941
	Iteration 1F: 3 clusters Score -384755.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -385040.187500 Penalty: 2897.689941
	Iteration 2F: 3 clusters Score -385040.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -385296.531250 Penalty: 2897.689941
	Iteration 3F: 3 clusters Score -385296.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -385511.343750 Penalty: 2897.689941
	Iteration 4F: 3 clusters Score -385511.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -385713.312500 Penalty: 2897.689941
	Iteration 5Q: 3 clusters Score -385713.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -385947.968750 Penalty: 2897.689941
	Iteration 6Q: 3 clusters Score -385948 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -386236.968750 Penalty: 2897.689941
	Iteration 7F: 3 clusters Score -386237 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -386501.781250 Penalty: 2897.689941
	Iteration 8Q: 3 clusters Score -386501.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -386726.343750 Penalty: 2897.689941
	Iteration 9Q: 3 clusters Score -386726.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -386880.187500 Penalty: 2897.689941
	Iteration 10Q: 3 clusters Score -386880.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -386976.562500 Penalty: 2897.689941
	Iteration 11Q: 3 clusters Score -386976.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -387036.250000 Penalty: 2897.689941
	Iteration 12Q: 3 clusters Score -387036.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -387071.250000 Penalty: 2897.689941
	Iteration 13Q: 3 clusters Score -387071.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -387087.250000 Penalty: 2897.689941
	Iteration 14Q: 3 clusters Score -387087.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -387097.312500 Penalty: 2897.689941
	Iteration 15Q: 3 clusters Score -387097.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -387108.375000 Penalty: 2897.689941
	Iteration 16Q: 3 clusters Score -387108.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -387120.687500 Penalty: 2897.689941
	Iteration 17Q: 3 clusters Score -387120.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -387128.625000 Penalty: 2897.689941
	Iteration 18Q: 3 clusters Score -387128.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -387135.375000 Penalty: 2897.689941
	Iteration 19Q: 3 clusters Score -387135.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -387140.375000 Penalty: 2897.689941
	Iteration 20F: 3 clusters Score -387140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -387143.281250 Penalty: 2897.689941
	Iteration 21Q: 3 clusters Score -387143.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -387146.500000 Penalty: 2897.689941
	Iteration 22Q: 3 clusters Score -387146.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -387147.375000 Penalty: 2897.689941
	Iteration 23Q: 3 clusters Score -387147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -387148.687500 Penalty: 2897.689941
	Iteration 24Q: 3 clusters Score -387148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -387150.500000 Penalty: 2897.689941
	Iteration 25Q: 3 clusters Score -387150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -387151.437500 Penalty: 2897.689941
	Iteration 26Q: 3 clusters Score -387151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -387152.593750 Penalty: 2897.689941
	Iteration 27Q: 3 clusters Score -387152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -387155.000000 Penalty: 2897.689941
	Iteration 28Q: 3 clusters Score -387155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -387154.562500 Penalty: 2897.689941
	Iteration 29Q: 3 clusters Score -387154.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -387156.781250 Penalty: 2897.689941
	Iteration 30Q: 3 clusters Score -387156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -387157.156250 Penalty: 2897.689941
	Iteration 31Q: 3 clusters Score -387157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -387157.968750 Penalty: 2897.689941
	Iteration 32Q: 3 clusters Score -387158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -387160.406250 Penalty: 2897.689941
	Iteration 33Q: 3 clusters Score -387160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -387163.281250 Penalty: 2897.689941
	Iteration 34Q: 3 clusters Score -387163.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -387169.906250 Penalty: 2897.689941
	Iteration 35Q: 3 clusters Score -387169.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -387173.406250 Penalty: 2897.689941
	Iteration 36Q: 3 clusters Score -387173.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -387176.718750 Penalty: 2897.689941
	Iteration 37Q: 3 clusters Score -387176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -387179.406250 Penalty: 2897.689941
	Iteration 38Q: 3 clusters Score -387179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -387181.812500 Penalty: 2897.689941
	Iteration 39Q: 3 clusters Score -387181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -387184.437500 Penalty: 2897.689941
	Iteration 40F: 3 clusters Score -387184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -387186.312500 Penalty: 2897.689941
	Iteration 41Q: 3 clusters Score -387186.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -387189.937500 Penalty: 2897.689941
	Iteration 42Q: 3 clusters Score -387189.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -387193.468750 Penalty: 2897.689941
	Iteration 43Q: 3 clusters Score -387193.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -387199.343750 Penalty: 2897.689941
	Iteration 44Q: 3 clusters Score -387199.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -387204.875000 Penalty: 2897.689941
	Iteration 45Q: 3 clusters Score -387204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -387209.437500 Penalty: 2897.689941
	Iteration 46Q: 3 clusters Score -387209.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -387215.031250 Penalty: 2897.689941
	Iteration 47Q: 3 clusters Score -387215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -387221.562500 Penalty: 2897.689941
	Iteration 48Q: 3 clusters Score -387221.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -387230.156250 Penalty: 2897.689941
	Iteration 49Q: 3 clusters Score -387230.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -387240.625000 Penalty: 2897.689941
	Iteration 50Q: 3 clusters Score -387240.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -387258.812500 Penalty: 2897.689941
	Iteration 51Q: 3 clusters Score -387258.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -387280.500000 Penalty: 2897.689941
	Iteration 52Q: 3 clusters Score -387280.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -387309.375000 Penalty: 2897.689941
	Iteration 53Q: 3 clusters Score -387309.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -387346.375000 Penalty: 2897.689941
	Iteration 54Q: 3 clusters Score -387346.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -387385.250000 Penalty: 2897.689941
	Iteration 55Q: 3 clusters Score -387385.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -387439.312500 Penalty: 2897.689941
	Iteration 56Q: 3 clusters Score -387439.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -387488.125000 Penalty: 2897.689941
	Iteration 57Q: 3 clusters Score -387488.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -387525.281250 Penalty: 2897.689941
	Iteration 58Q: 3 clusters Score -387525.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -387550.812500 Penalty: 2897.689941
	Iteration 59Q: 3 clusters Score -387550.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -387568.843750 Penalty: 2897.689941
	Iteration 60F: 3 clusters Score -387568.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -387591.437500 Penalty: 2897.689941
	Iteration 61Q: 3 clusters Score -387591.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -387608.968750 Penalty: 2897.689941
	Iteration 62Q: 3 clusters Score -387609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -387622.656250 Penalty: 2897.689941
	Iteration 63Q: 3 clusters Score -387622.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -387635.281250 Penalty: 2897.689941
	Iteration 64Q: 3 clusters Score -387635.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -387645.781250 Penalty: 2897.689941
	Iteration 65Q: 3 clusters Score -387645.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -387657.593750 Penalty: 2897.689941
	Iteration 66Q: 3 clusters Score -387657.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -387670.281250 Penalty: 2897.689941
	Iteration 67Q: 3 clusters Score -387670.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -387684.968750 Penalty: 2897.689941
	Iteration 68Q: 3 clusters Score -387685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -387697.093750 Penalty: 2897.689941
	Iteration 69Q: 3 clusters Score -387697.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -387705.093750 Penalty: 2897.689941
	Iteration 70Q: 3 clusters Score -387705.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -387717.093750 Penalty: 2897.689941
	Iteration 71Q: 3 clusters Score -387717.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -387725.812500 Penalty: 2897.689941
	Iteration 72Q: 3 clusters Score -387725.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -387737.468750 Penalty: 2897.689941
	Iteration 73Q: 3 clusters Score -387737.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -387746.500000 Penalty: 2897.689941
	Iteration 74Q: 3 clusters Score -387746.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -387752.750000 Penalty: 2897.689941
	Iteration 75Q: 3 clusters Score -387752.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -387757.375000 Penalty: 2897.689941
	Iteration 76Q: 3 clusters Score -387757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -387762.250000 Penalty: 2897.689941
	Iteration 77Q: 3 clusters Score -387762.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -387766.687500 Penalty: 2897.689941
	Iteration 78Q: 3 clusters Score -387766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -387770.000000 Penalty: 2897.689941
	Iteration 79Q: 3 clusters Score -387770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -387773.500000 Penalty: 2897.689941
	Iteration 80F: 3 clusters Score -387773.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -387775.750000 Penalty: 2897.689941
	Iteration 81Q: 3 clusters Score -387775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -387779.406250 Penalty: 2897.689941
	Iteration 82Q: 3 clusters Score -387779.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -387781.625000 Penalty: 2897.689941
	Iteration 83Q: 3 clusters Score -387781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -387783.312500 Penalty: 2897.689941
	Iteration 84Q: 3 clusters Score -387783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -387783.968750 Penalty: 2897.689941
	Iteration 85Q: 3 clusters Score -387784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -387784.562500 Penalty: 2897.689941
	Iteration 86Q: 3 clusters Score -387784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -387785.343750 Penalty: 2897.689941
	Iteration 87Q: 3 clusters Score -387785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -387786.656250 Penalty: 2897.689941
	Iteration 88Q: 3 clusters Score -387786.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -387787.312500 Penalty: 2897.689941
	Iteration 89Q: 3 clusters Score -387787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -387787.156250 Penalty: 2897.689941
	Iteration 90Q: 3 clusters Score -387787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -387786.375000 Penalty: 2897.689941
	Iteration 91Q: 3 clusters Score -387786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -387788.343750 Penalty: 2897.689941
	Iteration 92Q: 3 clusters Score -387788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -387789.218750 Penalty: 2897.689941
	Iteration 93Q: 3 clusters Score -387789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -387788.937500 Penalty: 2897.689941
	Iteration 94Q: 3 clusters Score -387788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -387789.093750 Penalty: 2897.689941
	Iteration 95Q: 3 clusters Score -387789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -387789.093750 Penalty: 2897.689941
	Iteration 96F: 3 clusters Score -387789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Entering Unmasked Estep 
Score: -4704467.500000 Penalty: 1833.341675
	Iteration 0F: 2 clusters Score -4704468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4651447.000000 Penalty: 3666.683350
	Iteration 0F: 3 clusters Score -4651447 nChanged 37764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4672825.000000 Penalty: 3666.683350
	Iteration 1F: 3 clusters Score -4672825 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4673286.000000 Penalty: 3666.683350
	Iteration 2Q: 3 clusters Score -4673286 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -4673807.000000 Penalty: 3666.683350
	Iteration 3Q: 3 clusters Score -4673807 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -4674363.000000 Penalty: 3666.683350
	Iteration 4Q: 3 clusters Score -4674363 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4675097.000000 Penalty: 3666.683350
	Iteration 5Q: 3 clusters Score -4675097 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4676129.500000 Penalty: 3666.683350
	Iteration 6Q: 3 clusters Score -4676130 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4677439.000000 Penalty: 3666.683350
	Iteration 7Q: 3 clusters Score -4677439 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4679210.000000 Penalty: 3666.683350
	Iteration 8Q: 3 clusters Score -4679210 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4681635.500000 Penalty: 3666.683350
	Iteration 9Q: 3 clusters Score -4681636 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4684645.000000 Penalty: 3666.683350
	Iteration 10F: 3 clusters Score -4684645 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4688050.000000 Penalty: 3666.683350
	Iteration 11F: 3 clusters Score -4688050 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4691440.500000 Penalty: 3666.683350
	Iteration 12F: 3 clusters Score -4691440 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4694517.000000 Penalty: 3666.683350
	Iteration 13F: 3 clusters Score -4694517 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4697088.500000 Penalty: 3666.683350
	Iteration 14Q: 3 clusters Score -4697088 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -4698997.000000 Penalty: 3666.683350
	Iteration 15Q: 3 clusters Score -4698997 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4700404.500000 Penalty: 3666.683350
	Iteration 16Q: 3 clusters Score -4700404 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4701310.500000 Penalty: 3666.683350
	Iteration 17Q: 3 clusters Score -4701310 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4701879.000000 Penalty: 3666.683350
	Iteration 18Q: 3 clusters Score -4701879 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4702230.000000 Penalty: 3666.683350
	Iteration 19Q: 3 clusters Score -4702230 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4702495.500000 Penalty: 3666.683350
	Iteration 20F: 3 clusters Score -4702496 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4702676.500000 Penalty: 3666.683350
	Iteration 21Q: 3 clusters Score -4702676 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4702772.500000 Penalty: 3666.683350
	Iteration 22Q: 3 clusters Score -4702772 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4702872.500000 Penalty: 3666.683350
	Iteration 23Q: 3 clusters Score -4702872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4702920.000000 Penalty: 3666.683350
	Iteration 24Q: 3 clusters Score -4702920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4702962.000000 Penalty: 3666.683350
	Iteration 25Q: 3 clusters Score -4702962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4703000.000000 Penalty: 3666.683350
	Iteration 26Q: 3 clusters Score -4703000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4703022.500000 Penalty: 3666.683350
	Iteration 27Q: 3 clusters Score -4703022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4703036.500000 Penalty: 3666.683350
	Iteration 28Q: 3 clusters Score -4703036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4703047.000000 Penalty: 3666.683350
	Iteration 29Q: 3 clusters Score -4703047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4703058.000000 Penalty: 3666.683350
	Iteration 30Q: 3 clusters Score -4703058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4703058.500000 Penalty: 3666.683350
	Iteration 31Q: 3 clusters Score -4703058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4703057.000000 Penalty: 3666.683350
	Iteration 32Q: 3 clusters Score -4703057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4703066.000000 Penalty: 3666.683350
	Iteration 33Q: 3 clusters Score -4703066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4703070.500000 Penalty: 3666.683350
	Iteration 34Q: 3 clusters Score -4703070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4703073.000000 Penalty: 3666.683350
	Iteration 35Q: 3 clusters Score -4703073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4703080.500000 Penalty: 3666.683350
	Iteration 36Q: 3 clusters Score -4703080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4703078.000000 Penalty: 3666.683350
	Iteration 37Q: 3 clusters Score -4703078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4703081.500000 Penalty: 3666.683350
	Iteration 38Q: 3 clusters Score -4703082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4703084.000000 Penalty: 3666.683350
	Iteration 39Q: 3 clusters Score -4703084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4703086.000000 Penalty: 3666.683350
	Iteration 40F: 3 clusters Score -4703086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4703087.000000 Penalty: 3666.683350
	Iteration 41Q: 3 clusters Score -4703087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4703086.500000 Penalty: 3666.683350
	Iteration 42Q: 3 clusters Score -4703086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4703089.000000 Penalty: 3666.683350
	Iteration 43Q: 3 clusters Score -4703089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4703104.000000 Penalty: 3666.683350
	Iteration 44Q: 3 clusters Score -4703104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4703102.500000 Penalty: 3666.683350
	Iteration 45Q: 3 clusters Score -4703102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4703101.500000 Penalty: 3666.683350
	Iteration 46Q: 3 clusters Score -4703102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4703102.000000 Penalty: 3666.683350
	Iteration 47Q: 3 clusters Score -4703102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4703107.500000 Penalty: 3666.683350
	Iteration 48Q: 3 clusters Score -4703108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4703115.500000 Penalty: 3666.683350
	Iteration 49Q: 3 clusters Score -4703116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78549 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4703116.500000 Penalty: 3666.683350
	Iteration 50Q: 3 clusters Score -4703116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4703125.000000 Penalty: 3666.683350
	Iteration 51Q: 3 clusters Score -4703125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4703126.500000 Penalty: 3666.683350
	Iteration 52Q: 3 clusters Score -4703126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4703123.500000 Penalty: 3666.683350
	Iteration 53Q: 3 clusters Score -4703124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4703123.500000 Penalty: 3666.683350
	Iteration 54F: 3 clusters Score -4703124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -176653.593750 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -176653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -173820.218750 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -173820.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -174635.156250 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -174635.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -174861.734375 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -174861.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -175027.218750 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -175027.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -175170.187500 Penalty: 2614.816162
	Iteration 4F: 3 clusters Score -175170.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -175311.875000 Penalty: 2614.816162
	Iteration 5F: 3 clusters Score -175311.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -175422.859375 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -175422.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -175532.531250 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -175532.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -175623.953125 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -175624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -175684.718750 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -175684.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -175732.890625 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -175732.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -175773.609375 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -175773.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -175803.828125 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -175803.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -175833.218750 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -175833.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -175857.375000 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -175857.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -175884.609375 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -175884.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -175900.437500 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -175900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -175910.656250 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -175910.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -175914.359375 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -175914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -175917.421875 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -175917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -175920.218750 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -175920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -175921.093750 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -175921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -175921.093750 Penalty: 2614.816162
	Iteration 22F: 3 clusters Score -175921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Entering Unmasked Estep 
Score: -1268128.125000 Penalty: 1615.525879
	Iteration 0F: 2 clusters Score -1268128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1253938.375000 Penalty: 3231.051758
	Iteration 0F: 3 clusters Score -1253938 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1259266.625000 Penalty: 3231.051758
	Iteration 1F: 3 clusters Score -1259267 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1259659.125000 Penalty: 3231.051758
	Iteration 2F: 3 clusters Score -1259659 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1260049.500000 Penalty: 3231.051758
	Iteration 3Q: 3 clusters Score -1260050 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1260486.375000 Penalty: 3231.051758
	Iteration 4Q: 3 clusters Score -1260486 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1260998.625000 Penalty: 3231.051758
	Iteration 5Q: 3 clusters Score -1260999 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1261610.875000 Penalty: 3231.051758
	Iteration 6F: 3 clusters Score -1261611 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1262342.000000 Penalty: 3231.051758
	Iteration 7F: 3 clusters Score -1262342 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1263202.125000 Penalty: 3231.051758
	Iteration 8F: 3 clusters Score -1263202 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1264028.500000 Penalty: 3231.051758
	Iteration 9Q: 3 clusters Score -1264028 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1264621.625000 Penalty: 3231.051758
	Iteration 10Q: 3 clusters Score -1264622 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1265037.875000 Penalty: 3231.051758
	Iteration 11Q: 3 clusters Score -1265038 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1265327.750000 Penalty: 3231.051758
	Iteration 12Q: 3 clusters Score -1265328 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1265554.125000 Penalty: 3231.051758
	Iteration 13Q: 3 clusters Score -1265554 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1265727.500000 Penalty: 3231.051758
	Iteration 14Q: 3 clusters Score -1265728 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1265879.250000 Penalty: 3231.051758
	Iteration 15Q: 3 clusters Score -1265879 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1266022.125000 Penalty: 3231.051758
	Iteration 16Q: 3 clusters Score -1266022 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -1266140.750000 Penalty: 3231.051758
	Iteration 17Q: 3 clusters Score -1266141 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1266240.000000 Penalty: 3231.051758
	Iteration 18Q: 3 clusters Score -1266240 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1266326.250000 Penalty: 3231.051758
	Iteration 19Q: 3 clusters Score -1266326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1266389.250000 Penalty: 3231.051758
	Iteration 20F: 3 clusters Score -1266389 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1266453.750000 Penalty: 3231.051758
	Iteration 21Q: 3 clusters Score -1266454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1266510.625000 Penalty: 3231.051758
	Iteration 22Q: 3 clusters Score -1266511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1266561.500000 Penalty: 3231.051758
	Iteration 23Q: 3 clusters Score -1266562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1266590.375000 Penalty: 3231.051758
	Iteration 24Q: 3 clusters Score -1266590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1266620.375000 Penalty: 3231.051758
	Iteration 25Q: 3 clusters Score -1266620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1266646.500000 Penalty: 3231.051758
	Iteration 26Q: 3 clusters Score -1266646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1266661.500000 Penalty: 3231.051758
	Iteration 27Q: 3 clusters Score -1266662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1266680.125000 Penalty: 3231.051758
	Iteration 28Q: 3 clusters Score -1266680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1266702.875000 Penalty: 3231.051758
	Iteration 29Q: 3 clusters Score -1266703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1266718.375000 Penalty: 3231.051758
	Iteration 30Q: 3 clusters Score -1266718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1266726.000000 Penalty: 3231.051758
	Iteration 31Q: 3 clusters Score -1266726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1266740.125000 Penalty: 3231.051758
	Iteration 32Q: 3 clusters Score -1266740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -1266756.000000 Penalty: 3231.051758
	Iteration 33Q: 3 clusters Score -1266756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1266763.750000 Penalty: 3231.051758
	Iteration 34Q: 3 clusters Score -1266764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1266778.500000 Penalty: 3231.051758
	Iteration 35Q: 3 clusters Score -1266778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1266780.625000 Penalty: 3231.051758
	Iteration 36Q: 3 clusters Score -1266781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -1266785.000000 Penalty: 3231.051758
	Iteration 37Q: 3 clusters Score -1266785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1266792.750000 Penalty: 3231.051758
	Iteration 38Q: 3 clusters Score -1266793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -1266794.125000 Penalty: 3231.051758
	Iteration 39Q: 3 clusters Score -1266794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -1266793.500000 Penalty: 3231.051758
	Iteration 40F: 3 clusters Score -1266794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -56970.359375 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -56970.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -55341.910156 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -55341.91 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -55705.925781 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -55705.93 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -55853.574219 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -55853.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -55944.894531 Penalty: 2312.564209
	Iteration 3F: 3 clusters Score -55944.89 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56048.597656 Penalty: 2312.564209
	Iteration 4F: 3 clusters Score -56048.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56143.066406 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -56143.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56225.093750 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -56225.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56281.019531 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -56281.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -56324.355469 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -56324.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56419.000000 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -56419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56552.707031 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -56552.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -56619.332031 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -56619.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56650.835938 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -56650.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -56674.160156 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -56674.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -56699.726562 Penalty: 2312.564209
	Iteration 14Q: 3 clusters Score -56699.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -56720.746094 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -56720.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56739.613281 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -56739.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -56750.000000 Penalty: 2312.564209
	Iteration 17Q: 3 clusters Score -56750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -56764.054688 Penalty: 2312.564209
	Iteration 18Q: 3 clusters Score -56764.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56773.804688 Penalty: 2312.564209
	Iteration 19Q: 3 clusters Score -56773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -56784.757812 Penalty: 2312.564209
	Iteration 20F: 3 clusters Score -56784.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -56788.464844 Penalty: 2312.564209
	Iteration 21Q: 3 clusters Score -56788.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -56794.804688 Penalty: 2312.564209
	Iteration 22Q: 3 clusters Score -56794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -56799.433594 Penalty: 2312.564209
	Iteration 23Q: 3 clusters Score -56799.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -56803.332031 Penalty: 2312.564209
	Iteration 24Q: 3 clusters Score -56803.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -56804.335938 Penalty: 2312.564209
	Iteration 25Q: 3 clusters Score -56804.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -56805.882812 Penalty: 2312.564209
	Iteration 26Q: 3 clusters Score -56805.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -56805.882812 Penalty: 2312.564209
	Iteration 27F: 3 clusters Score -56805.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -58719.070312 Penalty: 1168.851807
	Iteration 0F: 2 clusters Score -58719.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -57097.234375 Penalty: 2337.703613
	Iteration 0F: 3 clusters Score -57097.23 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57607.269531 Penalty: 2337.703613
	Iteration 1F: 3 clusters Score -57607.27 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -58023.941406 Penalty: 2337.703613
	Iteration 2F: 3 clusters Score -58023.94 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -58356.070312 Penalty: 2337.703613
	Iteration 3F: 3 clusters Score -58356.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -58564.222656 Penalty: 2337.703613
	Iteration 4F: 3 clusters Score -58564.22 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -58694.445312 Penalty: 2337.703613
	Iteration 5Q: 3 clusters Score -58694.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -58825.695312 Penalty: 2337.703613
	Iteration 6Q: 3 clusters Score -58825.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -58968.070312 Penalty: 2337.703613
	Iteration 7Q: 3 clusters Score -58968.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -59122.589844 Penalty: 2337.703613
	Iteration 8Q: 3 clusters Score -59122.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59244.648438 Penalty: 2337.703613
	Iteration 9Q: 3 clusters Score -59244.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -59325.085938 Penalty: 2337.703613
	Iteration 10Q: 3 clusters Score -59325.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59357.449219 Penalty: 2337.703613
	Iteration 11Q: 3 clusters Score -59357.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -59378.996094 Penalty: 2337.703613
	Iteration 12Q: 3 clusters Score -59379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59398.625000 Penalty: 2337.703613
	Iteration 13Q: 3 clusters Score -59398.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59416.515625 Penalty: 2337.703613
	Iteration 14Q: 3 clusters Score -59416.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59427.605469 Penalty: 2337.703613
	Iteration 15Q: 3 clusters Score -59427.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59437.265625 Penalty: 2337.703613
	Iteration 16Q: 3 clusters Score -59437.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59450.062500 Penalty: 2337.703613
	Iteration 17Q: 3 clusters Score -59450.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59457.867188 Penalty: 2337.703613
	Iteration 18Q: 3 clusters Score -59457.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -59461.046875 Penalty: 2337.703613
	Iteration 19Q: 3 clusters Score -59461.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59465.820312 Penalty: 2337.703613
	Iteration 20F: 3 clusters Score -59465.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59467.785156 Penalty: 2337.703613
	Iteration 21Q: 3 clusters Score -59467.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59468.140625 Penalty: 2337.703613
	Iteration 22Q: 3 clusters Score -59468.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59468.140625 Penalty: 2337.703613
	Iteration 23F: 3 clusters Score -59468.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65963 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Mstep: Class 41 contains 515 members 
Entering Unmasked Estep 
Score: -30931388.000000 Penalty: 88057.867188
Splitting cluster 7 changes total score from -30931600.000000 to -30931388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -154783.281250 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -154783.3 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 1406 members 
Entering Unmasked Estep 
Score: -152154.093750 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -152154.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -152782.859375 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -152782.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -152933.578125 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -152933.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -153065.250000 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -153065.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -153167.343750 Penalty: 2590.266113
	Iteration 4Q: 3 clusters Score -153167.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -153271.890625 Penalty: 2590.266113
	Iteration 5Q: 3 clusters Score -153271.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -153356.390625 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -153356.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -153427.437500 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -153427.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153474.843750 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -153474.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153510.562500 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -153510.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -153538.546875 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -153538.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -153565.609375 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -153565.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -153592.531250 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -153592.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -153627.359375 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -153627.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -153658.265625 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -153658.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -153686.875000 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -153686.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153712.312500 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -153712.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153746.125000 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -153746.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -153780.828125 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -153780.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -153827.765625 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -153827.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -153868.296875 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -153868.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -153916.125000 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -153916.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -153960.546875 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -153960.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -153986.593750 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -153986.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -154005.750000 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -154005.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -154027.312500 Penalty: 2590.266113
	Iteration 25Q: 3 clusters Score -154027.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -154042.500000 Penalty: 2590.266113
	Iteration 26Q: 3 clusters Score -154042.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -154057.812500 Penalty: 2590.266113
	Iteration 27Q: 3 clusters Score -154057.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -154078.593750 Penalty: 2590.266113
	Iteration 28Q: 3 clusters Score -154078.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -154093.437500 Penalty: 2590.266113
	Iteration 29Q: 3 clusters Score -154093.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -154105.421875 Penalty: 2590.266113
	Iteration 30Q: 3 clusters Score -154105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -154116.218750 Penalty: 2590.266113
	Iteration 31Q: 3 clusters Score -154116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -154122.906250 Penalty: 2590.266113
	Iteration 32Q: 3 clusters Score -154122.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -154128.984375 Penalty: 2590.266113
	Iteration 33Q: 3 clusters Score -154129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -154132.703125 Penalty: 2590.266113
	Iteration 34Q: 3 clusters Score -154132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -154134.171875 Penalty: 2590.266113
	Iteration 35Q: 3 clusters Score -154134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -154134.890625 Penalty: 2590.266113
	Iteration 36Q: 3 clusters Score -154134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -154135.953125 Penalty: 2590.266113
	Iteration 37Q: 3 clusters Score -154136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -154136.109375 Penalty: 2590.266113
	Iteration 38Q: 3 clusters Score -154136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -154136.109375 Penalty: 2590.266113
	Iteration 39F: 3 clusters Score -154136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -103686.664062 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -103686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -101724.984375 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -101725 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -102103.164062 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -102103.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -102191.562500 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -102191.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -102243.671875 Penalty: 2430.405273
	Iteration 3Q: 3 clusters Score -102243.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -102287.203125 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -102287.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102313.812500 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -102313.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -102330.757812 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -102330.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102341.890625 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -102341.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -102350.960938 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -102351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -102360.117188 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -102360.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -102365.226562 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -102365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -102369.554688 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -102369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -102374.687500 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -102374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -102383.203125 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -102383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -102389.757812 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -102389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -102394.367188 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -102394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -102399.625000 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -102399.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -102403.539062 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -102403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -102405.820312 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -102405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -102407.695312 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -102407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -102411.375000 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -102411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -102414.765625 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -102414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -102416.328125 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -102416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -102417.289062 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -102417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -102417.695312 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -102417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -102419.054688 Penalty: 2430.405273
	Iteration 25Q: 3 clusters Score -102419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -102421.703125 Penalty: 2430.405273
	Iteration 26Q: 3 clusters Score -102421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -102422.898438 Penalty: 2430.405273
	Iteration 27Q: 3 clusters Score -102422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -102423.929688 Penalty: 2430.405273
	Iteration 28Q: 3 clusters Score -102423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -102424.218750 Penalty: 2430.405273
	Iteration 29Q: 3 clusters Score -102424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -102426.593750 Penalty: 2430.405273
	Iteration 30Q: 3 clusters Score -102426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -102429.960938 Penalty: 2430.405273
	Iteration 31Q: 3 clusters Score -102430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -102433.578125 Penalty: 2430.405273
	Iteration 32Q: 3 clusters Score -102433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -102437.492188 Penalty: 2430.405273
	Iteration 33Q: 3 clusters Score -102437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -102442.726562 Penalty: 2430.405273
	Iteration 34Q: 3 clusters Score -102442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -102444.406250 Penalty: 2430.405273
	Iteration 35Q: 3 clusters Score -102444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -102445.656250 Penalty: 2430.405273
	Iteration 36Q: 3 clusters Score -102445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -102445.835938 Penalty: 2430.405273
	Iteration 37Q: 3 clusters Score -102445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -102446.351562 Penalty: 2430.405273
	Iteration 38Q: 3 clusters Score -102446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -102446.351562 Penalty: 2430.405273
	Iteration 39F: 3 clusters Score -102446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -526074.062500 Penalty: 1498.377686
	Iteration 0F: 2 clusters Score -526074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -518846.375000 Penalty: 2996.755371
	Iteration 0F: 3 clusters Score -518846.4 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -521244.375000 Penalty: 2996.755371
	Iteration 1F: 3 clusters Score -521244.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -521536.750000 Penalty: 2996.755371
	Iteration 2F: 3 clusters Score -521536.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -521829.656250 Penalty: 2996.755371
	Iteration 3F: 3 clusters Score -521829.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -522184.875000 Penalty: 2996.755371
	Iteration 4F: 3 clusters Score -522184.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -522551.750000 Penalty: 2996.755371
	Iteration 5F: 3 clusters Score -522551.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -522945.906250 Penalty: 2996.755371
	Iteration 6F: 3 clusters Score -522945.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -523300.000000 Penalty: 2996.755371
	Iteration 7F: 3 clusters Score -523300 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -523630.406250 Penalty: 2996.755371
	Iteration 8Q: 3 clusters Score -523630.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -523895.312500 Penalty: 2996.755371
	Iteration 9Q: 3 clusters Score -523895.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -524079.187500 Penalty: 2996.755371
	Iteration 10Q: 3 clusters Score -524079.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -524218.625000 Penalty: 2996.755371
	Iteration 11Q: 3 clusters Score -524218.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -524323.062500 Penalty: 2996.755371
	Iteration 12Q: 3 clusters Score -524323.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -524392.750000 Penalty: 2996.755371
	Iteration 13Q: 3 clusters Score -524392.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -524446.812500 Penalty: 2996.755371
	Iteration 14Q: 3 clusters Score -524446.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -524502.250000 Penalty: 2996.755371
	Iteration 15Q: 3 clusters Score -524502.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -524544.437500 Penalty: 2996.755371
	Iteration 16Q: 3 clusters Score -524544.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -524570.312500 Penalty: 2996.755371
	Iteration 17Q: 3 clusters Score -524570.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -524593.562500 Penalty: 2996.755371
	Iteration 18Q: 3 clusters Score -524593.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -524617.062500 Penalty: 2996.755371
	Iteration 19Q: 3 clusters Score -524617.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -524640.937500 Penalty: 2996.755371
	Iteration 20F: 3 clusters Score -524640.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -524664.437500 Penalty: 2996.755371
	Iteration 21Q: 3 clusters Score -524664.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -524687.312500 Penalty: 2996.755371
	Iteration 22Q: 3 clusters Score -524687.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -524710.375000 Penalty: 2996.755371
	Iteration 23Q: 3 clusters Score -524710.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -524726.937500 Penalty: 2996.755371
	Iteration 24Q: 3 clusters Score -524726.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -524744.375000 Penalty: 2996.755371
	Iteration 25Q: 3 clusters Score -524744.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -524768.312500 Penalty: 2996.755371
	Iteration 26Q: 3 clusters Score -524768.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -524797.812500 Penalty: 2996.755371
	Iteration 27Q: 3 clusters Score -524797.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -524830.687500 Penalty: 2996.755371
	Iteration 28Q: 3 clusters Score -524830.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -524868.375000 Penalty: 2996.755371
	Iteration 29Q: 3 clusters Score -524868.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -524916.500000 Penalty: 2996.755371
	Iteration 30Q: 3 clusters Score -524916.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -524964.437500 Penalty: 2996.755371
	Iteration 31Q: 3 clusters Score -524964.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -525010.312500 Penalty: 2996.755371
	Iteration 32Q: 3 clusters Score -525010.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -525061.562500 Penalty: 2996.755371
	Iteration 33Q: 3 clusters Score -525061.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -525100.750000 Penalty: 2996.755371
	Iteration 34Q: 3 clusters Score -525100.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -525129.187500 Penalty: 2996.755371
	Iteration 35Q: 3 clusters Score -525129.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -525156.937500 Penalty: 2996.755371
	Iteration 36Q: 3 clusters Score -525156.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -525178.500000 Penalty: 2996.755371
	Iteration 37Q: 3 clusters Score -525178.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -525195.625000 Penalty: 2996.755371
	Iteration 38Q: 3 clusters Score -525195.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -525205.812500 Penalty: 2996.755371
	Iteration 39Q: 3 clusters Score -525205.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -525212.562500 Penalty: 2996.755371
	Iteration 40F: 3 clusters Score -525212.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -525221.937500 Penalty: 2996.755371
	Iteration 41Q: 3 clusters Score -525221.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -525232.687500 Penalty: 2996.755371
	Iteration 42Q: 3 clusters Score -525232.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -525242.500000 Penalty: 2996.755371
	Iteration 43Q: 3 clusters Score -525242.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -525248.125000 Penalty: 2996.755371
	Iteration 44Q: 3 clusters Score -525248.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -525253.437500 Penalty: 2996.755371
	Iteration 45Q: 3 clusters Score -525253.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -525257.625000 Penalty: 2996.755371
	Iteration 46Q: 3 clusters Score -525257.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -525266.000000 Penalty: 2996.755371
	Iteration 47Q: 3 clusters Score -525266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -525267.937500 Penalty: 2996.755371
	Iteration 48Q: 3 clusters Score -525267.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -525270.812500 Penalty: 2996.755371
	Iteration 49Q: 3 clusters Score -525270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -525275.000000 Penalty: 2996.755371
	Iteration 50Q: 3 clusters Score -525275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -525276.062500 Penalty: 2996.755371
	Iteration 51Q: 3 clusters Score -525276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -525279.125000 Penalty: 2996.755371
	Iteration 52Q: 3 clusters Score -525279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -525284.062500 Penalty: 2996.755371
	Iteration 53Q: 3 clusters Score -525284.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -525290.312500 Penalty: 2996.755371
	Iteration 54Q: 3 clusters Score -525290.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -525290.625000 Penalty: 2996.755371
	Iteration 55Q: 3 clusters Score -525290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -525294.312500 Penalty: 2996.755371
	Iteration 56Q: 3 clusters Score -525294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -525298.062500 Penalty: 2996.755371
	Iteration 57Q: 3 clusters Score -525298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -525301.500000 Penalty: 2996.755371
	Iteration 58Q: 3 clusters Score -525301.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -525306.187500 Penalty: 2996.755371
	Iteration 59Q: 3 clusters Score -525306.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -525312.625000 Penalty: 2996.755371
	Iteration 60F: 3 clusters Score -525312.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -525320.562500 Penalty: 2996.755371
	Iteration 61Q: 3 clusters Score -525320.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -525327.062500 Penalty: 2996.755371
	Iteration 62Q: 3 clusters Score -525327.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -525331.562500 Penalty: 2996.755371
	Iteration 63Q: 3 clusters Score -525331.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -525334.562500 Penalty: 2996.755371
	Iteration 64Q: 3 clusters Score -525334.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -525339.687500 Penalty: 2996.755371
	Iteration 65Q: 3 clusters Score -525339.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -525341.812500 Penalty: 2996.755371
	Iteration 66Q: 3 clusters Score -525341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -525344.812500 Penalty: 2996.755371
	Iteration 67Q: 3 clusters Score -525344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -525346.187500 Penalty: 2996.755371
	Iteration 68Q: 3 clusters Score -525346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -525349.000000 Penalty: 2996.755371
	Iteration 69Q: 3 clusters Score -525349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -525349.937500 Penalty: 2996.755371
	Iteration 70Q: 3 clusters Score -525349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -525351.250000 Penalty: 2996.755371
	Iteration 71Q: 3 clusters Score -525351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -525350.250000 Penalty: 2996.755371
	Iteration 72Q: 3 clusters Score -525350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -525350.000000 Penalty: 2996.755371
	Iteration 73Q: 3 clusters Score -525350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525352.687500 Penalty: 2996.755371
	Iteration 74Q: 3 clusters Score -525352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -525352.312500 Penalty: 2996.755371
	Iteration 75Q: 3 clusters Score -525352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -525352.062500 Penalty: 2996.755371
	Iteration 76Q: 3 clusters Score -525352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -525353.562500 Penalty: 2996.755371
	Iteration 77Q: 3 clusters Score -525353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -525353.250000 Penalty: 2996.755371
	Iteration 78Q: 3 clusters Score -525353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -525354.875000 Penalty: 2996.755371
	Iteration 79Q: 3 clusters Score -525354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -525354.312500 Penalty: 2996.755371
	Iteration 80F: 3 clusters Score -525354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -93849.835938 Penalty: 1206.523804
	Iteration 0F: 2 clusters Score -93849.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -91960.671875 Penalty: 2413.047607
	Iteration 0F: 3 clusters Score -91960.67 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92320.992188 Penalty: 2413.047607
	Iteration 1F: 3 clusters Score -92320.99 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92416.484375 Penalty: 2413.047607
	Iteration 2F: 3 clusters Score -92416.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92469.164062 Penalty: 2413.047607
	Iteration 3Q: 3 clusters Score -92469.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92502.125000 Penalty: 2413.047607
	Iteration 4Q: 3 clusters Score -92502.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92526.070312 Penalty: 2413.047607
	Iteration 5Q: 3 clusters Score -92526.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92547.304688 Penalty: 2413.047607
	Iteration 6Q: 3 clusters Score -92547.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92567.164062 Penalty: 2413.047607
	Iteration 7Q: 3 clusters Score -92567.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92584.039062 Penalty: 2413.047607
	Iteration 8Q: 3 clusters Score -92584.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -92603.460938 Penalty: 2413.047607
	Iteration 9Q: 3 clusters Score -92603.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92621.937500 Penalty: 2413.047607
	Iteration 10Q: 3 clusters Score -92621.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -92631.664062 Penalty: 2413.047607
	Iteration 11Q: 3 clusters Score -92631.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -92640.937500 Penalty: 2413.047607
	Iteration 12Q: 3 clusters Score -92640.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -92648.406250 Penalty: 2413.047607
	Iteration 13Q: 3 clusters Score -92648.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -92652.679688 Penalty: 2413.047607
	Iteration 14Q: 3 clusters Score -92652.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92655.125000 Penalty: 2413.047607
	Iteration 15Q: 3 clusters Score -92655.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92656.554688 Penalty: 2413.047607
	Iteration 16Q: 3 clusters Score -92656.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -92657.304688 Penalty: 2413.047607
	Iteration 17Q: 3 clusters Score -92657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92657.781250 Penalty: 2413.047607
	Iteration 18Q: 3 clusters Score -92657.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92657.781250 Penalty: 2413.047607
	Iteration 19F: 3 clusters Score -92657.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Entering Unmasked Estep 
Score: -4574409.500000 Penalty: 1824.921143
	Iteration 0F: 2 clusters Score -4574410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4524133.500000 Penalty: 3649.842285
	Iteration 0F: 3 clusters Score -4524134 nChanged 35582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4544780.500000 Penalty: 3649.842285
	Iteration 1F: 3 clusters Score -4544780 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4545459.500000 Penalty: 3649.842285
	Iteration 2Q: 3 clusters Score -4545460 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4546485.500000 Penalty: 3649.842285
	Iteration 3Q: 3 clusters Score -4546486 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4548103.000000 Penalty: 3649.842285
	Iteration 4Q: 3 clusters Score -4548103 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4550580.500000 Penalty: 3649.842285
	Iteration 5F: 3 clusters Score -4550580 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4554174.500000 Penalty: 3649.842285
	Iteration 6F: 3 clusters Score -4554174 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4558169.500000 Penalty: 3649.842285
	Iteration 7F: 3 clusters Score -4558170 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4561649.500000 Penalty: 3649.842285
	Iteration 8F: 3 clusters Score -4561650 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4564525.000000 Penalty: 3649.842285
	Iteration 9F: 3 clusters Score -4564525 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4566890.500000 Penalty: 3649.842285
	Iteration 10Q: 3 clusters Score -4566890 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4568895.500000 Penalty: 3649.842285
	Iteration 11Q: 3 clusters Score -4568896 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4570466.000000 Penalty: 3649.842285
	Iteration 12Q: 3 clusters Score -4570466 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4571536.000000 Penalty: 3649.842285
	Iteration 13Q: 3 clusters Score -4571536 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4572121.000000 Penalty: 3649.842285
	Iteration 14Q: 3 clusters Score -4572121 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4572449.000000 Penalty: 3649.842285
	Iteration 15Q: 3 clusters Score -4572449 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4572633.500000 Penalty: 3649.842285
	Iteration 16Q: 3 clusters Score -4572634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4572784.500000 Penalty: 3649.842285
	Iteration 17Q: 3 clusters Score -4572784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4572854.500000 Penalty: 3649.842285
	Iteration 18Q: 3 clusters Score -4572854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4572896.000000 Penalty: 3649.842285
	Iteration 19Q: 3 clusters Score -4572896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4572928.500000 Penalty: 3649.842285
	Iteration 20F: 3 clusters Score -4572928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4572947.500000 Penalty: 3649.842285
	Iteration 21Q: 3 clusters Score -4572948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74865 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4572955.000000 Penalty: 3649.842285
	Iteration 22Q: 3 clusters Score -4572955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4572959.500000 Penalty: 3649.842285
	Iteration 23Q: 3 clusters Score -4572960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4572967.500000 Penalty: 3649.842285
	Iteration 24Q: 3 clusters Score -4572968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4572974.000000 Penalty: 3649.842285
	Iteration 25Q: 3 clusters Score -4572974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4572975.000000 Penalty: 3649.842285
	Iteration 26Q: 3 clusters Score -4572975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4572979.500000 Penalty: 3649.842285
	Iteration 27Q: 3 clusters Score -4572980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4572985.000000 Penalty: 3649.842285
	Iteration 28Q: 3 clusters Score -4572985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4572986.500000 Penalty: 3649.842285
	Iteration 29Q: 3 clusters Score -4572986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4572995.500000 Penalty: 3649.842285
	Iteration 30Q: 3 clusters Score -4572996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4572993.000000 Penalty: 3649.842285
	Iteration 31Q: 3 clusters Score -4572993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4572992.500000 Penalty: 3649.842285
	Iteration 32Q: 3 clusters Score -4572992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4572996.500000 Penalty: 3649.842285
	Iteration 33Q: 3 clusters Score -4572996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4572997.000000 Penalty: 3649.842285
	Iteration 34Q: 3 clusters Score -4572997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4572997.000000 Penalty: 3649.842285
	Iteration 35F: 3 clusters Score -4572997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Entering Unmasked Estep 
Score: -3368902.250000 Penalty: 1775.581909
	Iteration 0F: 2 clusters Score -3368902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3331770.750000 Penalty: 3551.163818
	Iteration 0F: 3 clusters Score -3331771 nChanged 26167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3346890.500000 Penalty: 3551.163818
	Iteration 1F: 3 clusters Score -3346890 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3347693.250000 Penalty: 3551.163818
	Iteration 2Q: 3 clusters Score -3347693 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3348877.500000 Penalty: 3551.163818
	Iteration 3Q: 3 clusters Score -3348878 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3350847.250000 Penalty: 3551.163818
	Iteration 4F: 3 clusters Score -3350847 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3353934.000000 Penalty: 3551.163818
	Iteration 5F: 3 clusters Score -3353934 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3358284.500000 Penalty: 3551.163818
	Iteration 6F: 3 clusters Score -3358284 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3362845.250000 Penalty: 3551.163818
	Iteration 7F: 3 clusters Score -3362845 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3365684.500000 Penalty: 3551.163818
	Iteration 8F: 3 clusters Score -3365684 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3366760.000000 Penalty: 3551.163818
	Iteration 9Q: 3 clusters Score -3366760 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3367124.000000 Penalty: 3551.163818
	Iteration 10Q: 3 clusters Score -3367124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3367243.500000 Penalty: 3551.163818
	Iteration 11Q: 3 clusters Score -3367244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3367296.500000 Penalty: 3551.163818
	Iteration 12Q: 3 clusters Score -3367296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3367331.750000 Penalty: 3551.163818
	Iteration 13Q: 3 clusters Score -3367332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3367351.500000 Penalty: 3551.163818
	Iteration 14Q: 3 clusters Score -3367352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3367364.250000 Penalty: 3551.163818
	Iteration 15Q: 3 clusters Score -3367364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3367365.000000 Penalty: 3551.163818
	Iteration 16Q: 3 clusters Score -3367365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3367368.250000 Penalty: 3551.163818
	Iteration 17Q: 3 clusters Score -3367368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3367370.500000 Penalty: 3551.163818
	Iteration 18Q: 3 clusters Score -3367370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3367371.250000 Penalty: 3551.163818
	Iteration 19Q: 3 clusters Score -3367371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3367372.250000 Penalty: 3551.163818
	Iteration 20F: 3 clusters Score -3367372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -462612.312500 Penalty: 1459.339355
	Iteration 0F: 2 clusters Score -462612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -456733.593750 Penalty: 2918.678711
	Iteration 0F: 3 clusters Score -456733.6 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -458762.562500 Penalty: 2918.678711
	Iteration 1F: 3 clusters Score -458762.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -459296.656250 Penalty: 2918.678711
	Iteration 2F: 3 clusters Score -459296.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -459809.218750 Penalty: 2918.678711
	Iteration 3F: 3 clusters Score -459809.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -460327.875000 Penalty: 2918.678711
	Iteration 4F: 3 clusters Score -460327.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -460886.750000 Penalty: 2918.678711
	Iteration 5F: 3 clusters Score -460886.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -461411.375000 Penalty: 2918.678711
	Iteration 6F: 3 clusters Score -461411.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -461855.218750 Penalty: 2918.678711
	Iteration 7F: 3 clusters Score -461855.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -462166.156250 Penalty: 2918.678711
	Iteration 8Q: 3 clusters Score -462166.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -462400.968750 Penalty: 2918.678711
	Iteration 9Q: 3 clusters Score -462401 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -462533.375000 Penalty: 2918.678711
	Iteration 10Q: 3 clusters Score -462533.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -462615.687500 Penalty: 2918.678711
	Iteration 11Q: 3 clusters Score -462615.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -462656.156250 Penalty: 2918.678711
	Iteration 12Q: 3 clusters Score -462656.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -462678.156250 Penalty: 2918.678711
	Iteration 13Q: 3 clusters Score -462678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -462700.250000 Penalty: 2918.678711
	Iteration 14Q: 3 clusters Score -462700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -462715.218750 Penalty: 2918.678711
	Iteration 15Q: 3 clusters Score -462715.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -462723.250000 Penalty: 2918.678711
	Iteration 16Q: 3 clusters Score -462723.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -462729.187500 Penalty: 2918.678711
	Iteration 17Q: 3 clusters Score -462729.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -462737.406250 Penalty: 2918.678711
	Iteration 18Q: 3 clusters Score -462737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -462741.625000 Penalty: 2918.678711
	Iteration 19Q: 3 clusters Score -462741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -462748.500000 Penalty: 2918.678711
	Iteration 20F: 3 clusters Score -462748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -462754.406250 Penalty: 2918.678711
	Iteration 21Q: 3 clusters Score -462754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -462758.468750 Penalty: 2918.678711
	Iteration 22Q: 3 clusters Score -462758.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -462762.468750 Penalty: 2918.678711
	Iteration 23Q: 3 clusters Score -462762.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -462767.562500 Penalty: 2918.678711
	Iteration 24Q: 3 clusters Score -462767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -462767.718750 Penalty: 2918.678711
	Iteration 25Q: 3 clusters Score -462767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -462768.593750 Penalty: 2918.678711
	Iteration 26Q: 3 clusters Score -462768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -462770.531250 Penalty: 2918.678711
	Iteration 27Q: 3 clusters Score -462770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -462770.531250 Penalty: 2918.678711
	Iteration 28F: 3 clusters Score -462770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65963 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Mstep: Class 41 contains 7344 members 
Entering Unmasked Estep 
Score: -30931040.000000 Penalty: 88057.867188
Splitting cluster 14 changes total score from -30931600.000000 to -30931040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -72103.929688 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -72103.93 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 669 members 
Entering Unmasked Estep 
Score: -70478.257812 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -70478.26 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -70781.968750 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -70781.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70911.367188 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -70911.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -70997.906250 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -70997.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71067.078125 Penalty: 2332.034180
	Iteration 4Q: 3 clusters Score -71067.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71149.710938 Penalty: 2332.034180
	Iteration 5Q: 3 clusters Score -71149.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71248.296875 Penalty: 2332.034180
	Iteration 6F: 3 clusters Score -71248.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71349.843750 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -71349.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71428.937500 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -71428.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71519.882812 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -71519.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71597.507812 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -71597.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71671.484375 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -71671.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71727.351562 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -71727.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -71801.851562 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -71801.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71848.609375 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -71848.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71863.898438 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -71863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71873.992188 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -71873.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -71878.523438 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -71878.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71881.765625 Penalty: 2332.034180
	Iteration 18Q: 3 clusters Score -71881.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71884.281250 Penalty: 2332.034180
	Iteration 19Q: 3 clusters Score -71884.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71896.703125 Penalty: 2332.034180
	Iteration 20F: 3 clusters Score -71896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71911.140625 Penalty: 2332.034180
	Iteration 21Q: 3 clusters Score -71911.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71922.125000 Penalty: 2332.034180
	Iteration 22Q: 3 clusters Score -71922.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71929.070312 Penalty: 2332.034180
	Iteration 23Q: 3 clusters Score -71929.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71931.406250 Penalty: 2332.034180
	Iteration 24Q: 3 clusters Score -71931.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -71935.945312 Penalty: 2332.034180
	Iteration 25Q: 3 clusters Score -71935.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -71937.687500 Penalty: 2332.034180
	Iteration 26Q: 3 clusters Score -71937.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -71939.367188 Penalty: 2332.034180
	Iteration 27Q: 3 clusters Score -71939.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -71939.367188 Penalty: 2332.034180
	Iteration 28F: 3 clusters Score -71939.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -209794.578125 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -209794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -206644.625000 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -206644.6 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -207583.843750 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -207583.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -207988.875000 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -207988.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -208351.609375 Penalty: 2674.764404
	Iteration 3F: 3 clusters Score -208351.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -208599.218750 Penalty: 2674.764404
	Iteration 4F: 3 clusters Score -208599.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -208740.046875 Penalty: 2674.764404
	Iteration 5F: 3 clusters Score -208740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -208817.343750 Penalty: 2674.764404
	Iteration 6Q: 3 clusters Score -208817.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -208866.250000 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -208866.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -208904.468750 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -208904.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -208928.671875 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -208928.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -208943.812500 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -208943.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -208954.515625 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -208954.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -208957.578125 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -208957.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -208961.203125 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -208961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -208966.437500 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -208966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -208970.687500 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -208970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -208973.156250 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -208973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -208976.031250 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -208976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -208978.609375 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -208978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -208980.453125 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -208980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -208980.734375 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -208980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -208980.828125 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -208980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -208980.828125 Penalty: 2674.764404
	Iteration 22F: 3 clusters Score -208980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Entering Unmasked Estep 
Score: -4213418.000000 Penalty: 1812.649170
	Iteration 0F: 2 clusters Score -4213418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4166701.250000 Penalty: 3625.298340
	Iteration 0F: 3 clusters Score -4166701 nChanged 33102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4185700.250000 Penalty: 3625.298340
	Iteration 1F: 3 clusters Score -4185700 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4186494.750000 Penalty: 3625.298340
	Iteration 2Q: 3 clusters Score -4186495 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4187553.000000 Penalty: 3625.298340
	Iteration 3Q: 3 clusters Score -4187553 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4189004.000000 Penalty: 3625.298340
	Iteration 4Q: 3 clusters Score -4189004 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4190934.500000 Penalty: 3625.298340
	Iteration 5F: 3 clusters Score -4190934 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4193218.000000 Penalty: 3625.298340
	Iteration 6F: 3 clusters Score -4193218 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4195820.000000 Penalty: 3625.298340
	Iteration 7F: 3 clusters Score -4195820 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4198614.000000 Penalty: 3625.298340
	Iteration 8F: 3 clusters Score -4198614 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4201593.500000 Penalty: 3625.298340
	Iteration 9F: 3 clusters Score -4201594 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4204507.000000 Penalty: 3625.298340
	Iteration 10Q: 3 clusters Score -4204507 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4206721.500000 Penalty: 3625.298340
	Iteration 11Q: 3 clusters Score -4206722 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4208195.000000 Penalty: 3625.298340
	Iteration 12Q: 3 clusters Score -4208195 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4209265.500000 Penalty: 3625.298340
	Iteration 13Q: 3 clusters Score -4209266 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4210175.000000 Penalty: 3625.298340
	Iteration 14Q: 3 clusters Score -4210175 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4211029.500000 Penalty: 3625.298340
	Iteration 15Q: 3 clusters Score -4211030 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4211743.500000 Penalty: 3625.298340
	Iteration 16Q: 3 clusters Score -4211744 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -4212319.500000 Penalty: 3625.298340
	Iteration 17Q: 3 clusters Score -4212320 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4212657.000000 Penalty: 3625.298340
	Iteration 18Q: 3 clusters Score -4212657 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4212855.000000 Penalty: 3625.298340
	Iteration 19Q: 3 clusters Score -4212855 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4212970.500000 Penalty: 3625.298340
	Iteration 20F: 3 clusters Score -4212970 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4213027.500000 Penalty: 3625.298340
	Iteration 21Q: 3 clusters Score -4213028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4213070.000000 Penalty: 3625.298340
	Iteration 22Q: 3 clusters Score -4213070 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4213087.500000 Penalty: 3625.298340
	Iteration 23Q: 3 clusters Score -4213088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4213102.000000 Penalty: 3625.298340
	Iteration 24Q: 3 clusters Score -4213102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4213114.500000 Penalty: 3625.298340
	Iteration 25Q: 3 clusters Score -4213114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4213113.000000 Penalty: 3625.298340
	Iteration 26Q: 3 clusters Score -4213113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4213117.000000 Penalty: 3625.298340
	Iteration 27Q: 3 clusters Score -4213117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4213124.000000 Penalty: 3625.298340
	Iteration 28Q: 3 clusters Score -4213124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4213128.500000 Penalty: 3625.298340
	Iteration 29Q: 3 clusters Score -4213128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4213129.500000 Penalty: 3625.298340
	Iteration 30Q: 3 clusters Score -4213130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4213126.500000 Penalty: 3625.298340
	Iteration 31Q: 3 clusters Score -4213126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4213124.500000 Penalty: 3625.298340
	Iteration 32Q: 3 clusters Score -4213124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4213120.000000 Penalty: 3625.298340
	Iteration 33Q: 3 clusters Score -4213120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4213120.000000 Penalty: 3625.298340
	Iteration 34Q: 3 clusters Score -4213120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4213120.500000 Penalty: 3625.298340
	Iteration 35Q: 3 clusters Score -4213120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4213120.500000 Penalty: 3625.298340
	Iteration 36F: 3 clusters Score -4213120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -20519.585938 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -20519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19515.261719 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -19515.26 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19658.457031 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -19658.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19697.406250 Penalty: 1965.395996
	Iteration 2Q: 3 clusters Score -19697.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19718.310547 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -19718.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19735.392578 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -19735.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19743.800781 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -19743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19745.429688 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -19745.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19745.775391 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -19745.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19745.775391 Penalty: 1965.395996
	Iteration 8F: 3 clusters Score -19745.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -58554.339844 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -58554.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -57086.914062 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -57086.91 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57339.910156 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -57339.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57432.718750 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -57432.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -57472.539062 Penalty: 2253.995361
	Iteration 3Q: 3 clusters Score -57472.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57488.390625 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -57488.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -57495.960938 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -57495.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57501.058594 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -57501.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -57505.066406 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -57505.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57506.300781 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -57506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -57506.859375 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -57506.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57507.484375 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -57507.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57509.683594 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -57509.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57510.847656 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -57510.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57511.375000 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -57511.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57511.375000 Penalty: 2253.995361
	Iteration 14F: 3 clusters Score -57511.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Entering Unmasked Estep 
Score: -674307.687500 Penalty: 1514.922119
	Iteration 0F: 2 clusters Score -674307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -666421.187500 Penalty: 3029.844238
	Iteration 0F: 3 clusters Score -666421.2 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -668918.937500 Penalty: 3029.844238
	Iteration 1F: 3 clusters Score -668918.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -669183.000000 Penalty: 3029.844238
	Iteration 2F: 3 clusters Score -669183 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -669339.125000 Penalty: 3029.844238
	Iteration 3Q: 3 clusters Score -669339.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -669464.937500 Penalty: 3029.844238
	Iteration 4Q: 3 clusters Score -669464.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -669587.312500 Penalty: 3029.844238
	Iteration 5Q: 3 clusters Score -669587.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -669738.937500 Penalty: 3029.844238
	Iteration 6Q: 3 clusters Score -669738.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -669916.562500 Penalty: 3029.844238
	Iteration 7Q: 3 clusters Score -669916.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -670125.000000 Penalty: 3029.844238
	Iteration 8Q: 3 clusters Score -670125 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -670430.312500 Penalty: 3029.844238
	Iteration 9Q: 3 clusters Score -670430.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -670789.875000 Penalty: 3029.844238
	Iteration 10F: 3 clusters Score -670789.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -671206.125000 Penalty: 3029.844238
	Iteration 11F: 3 clusters Score -671206.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -671647.375000 Penalty: 3029.844238
	Iteration 12F: 3 clusters Score -671647.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -672067.687500 Penalty: 3029.844238
	Iteration 13Q: 3 clusters Score -672067.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -672378.125000 Penalty: 3029.844238
	Iteration 14Q: 3 clusters Score -672378.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -672587.937500 Penalty: 3029.844238
	Iteration 15Q: 3 clusters Score -672587.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -672757.250000 Penalty: 3029.844238
	Iteration 16Q: 3 clusters Score -672757.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -672877.562500 Penalty: 3029.844238
	Iteration 17Q: 3 clusters Score -672877.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -672960.687500 Penalty: 3029.844238
	Iteration 18Q: 3 clusters Score -672960.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -673022.812500 Penalty: 3029.844238
	Iteration 19Q: 3 clusters Score -673022.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -673053.562500 Penalty: 3029.844238
	Iteration 20F: 3 clusters Score -673053.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -673072.750000 Penalty: 3029.844238
	Iteration 21Q: 3 clusters Score -673072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -673085.062500 Penalty: 3029.844238
	Iteration 22Q: 3 clusters Score -673085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -673093.375000 Penalty: 3029.844238
	Iteration 23Q: 3 clusters Score -673093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -673098.250000 Penalty: 3029.844238
	Iteration 24Q: 3 clusters Score -673098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -673099.687500 Penalty: 3029.844238
	Iteration 25Q: 3 clusters Score -673099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -673099.750000 Penalty: 3029.844238
	Iteration 26Q: 3 clusters Score -673099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -673100.687500 Penalty: 3029.844238
	Iteration 27Q: 3 clusters Score -673100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -673101.687500 Penalty: 3029.844238
	Iteration 28Q: 3 clusters Score -673101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -673102.750000 Penalty: 3029.844238
	Iteration 29Q: 3 clusters Score -673102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -673105.000000 Penalty: 3029.844238
	Iteration 30Q: 3 clusters Score -673105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -673105.250000 Penalty: 3029.844238
	Iteration 31Q: 3 clusters Score -673105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -673105.250000 Penalty: 3029.844238
	Iteration 32F: 3 clusters Score -673105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Entering Unmasked Estep 
Score: -1156904.125000 Penalty: 1627.892090
	Iteration 0F: 2 clusters Score -1156904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1141686.000000 Penalty: 3255.784180
	Iteration 0F: 3 clusters Score -1141686 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1147363.125000 Penalty: 3255.784180
	Iteration 1F: 3 clusters Score -1147363 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1147998.750000 Penalty: 3255.784180
	Iteration 2F: 3 clusters Score -1147999 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1148771.500000 Penalty: 3255.784180
	Iteration 3F: 3 clusters Score -1148772 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1149636.250000 Penalty: 3255.784180
	Iteration 4F: 3 clusters Score -1149636 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1150637.625000 Penalty: 3255.784180
	Iteration 5F: 3 clusters Score -1150638 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1151595.625000 Penalty: 3255.784180
	Iteration 6F: 3 clusters Score -1151596 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1152445.500000 Penalty: 3255.784180
	Iteration 7F: 3 clusters Score -1152446 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1153177.625000 Penalty: 3255.784180
	Iteration 8Q: 3 clusters Score -1153178 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1153736.375000 Penalty: 3255.784180
	Iteration 9Q: 3 clusters Score -1153736 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1154128.875000 Penalty: 3255.784180
	Iteration 10Q: 3 clusters Score -1154129 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1154396.625000 Penalty: 3255.784180
	Iteration 11Q: 3 clusters Score -1154397 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1154563.750000 Penalty: 3255.784180
	Iteration 12Q: 3 clusters Score -1154564 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1154684.750000 Penalty: 3255.784180
	Iteration 13Q: 3 clusters Score -1154685 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1154789.875000 Penalty: 3255.784180
	Iteration 14Q: 3 clusters Score -1154790 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1154876.750000 Penalty: 3255.784180
	Iteration 15Q: 3 clusters Score -1154877 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1154961.125000 Penalty: 3255.784180
	Iteration 16Q: 3 clusters Score -1154961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1155038.500000 Penalty: 3255.784180
	Iteration 17Q: 3 clusters Score -1155038 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1155110.750000 Penalty: 3255.784180
	Iteration 18Q: 3 clusters Score -1155111 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -1155170.500000 Penalty: 3255.784180
	Iteration 19Q: 3 clusters Score -1155170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -1155234.500000 Penalty: 3255.784180
	Iteration 20F: 3 clusters Score -1155234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1155288.250000 Penalty: 3255.784180
	Iteration 21Q: 3 clusters Score -1155288 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1155340.375000 Penalty: 3255.784180
	Iteration 22Q: 3 clusters Score -1155340 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1155391.125000 Penalty: 3255.784180
	Iteration 23Q: 3 clusters Score -1155391 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1155441.625000 Penalty: 3255.784180
	Iteration 24Q: 3 clusters Score -1155442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -1155491.875000 Penalty: 3255.784180
	Iteration 25Q: 3 clusters Score -1155492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1155528.375000 Penalty: 3255.784180
	Iteration 26Q: 3 clusters Score -1155528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1155552.500000 Penalty: 3255.784180
	Iteration 27Q: 3 clusters Score -1155552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1155568.375000 Penalty: 3255.784180
	Iteration 28Q: 3 clusters Score -1155568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1155593.125000 Penalty: 3255.784180
	Iteration 29Q: 3 clusters Score -1155593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -1155613.000000 Penalty: 3255.784180
	Iteration 30Q: 3 clusters Score -1155613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1155631.750000 Penalty: 3255.784180
	Iteration 31Q: 3 clusters Score -1155632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1155658.750000 Penalty: 3255.784180
	Iteration 32Q: 3 clusters Score -1155659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1155682.625000 Penalty: 3255.784180
	Iteration 33Q: 3 clusters Score -1155683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1155707.875000 Penalty: 3255.784180
	Iteration 34Q: 3 clusters Score -1155708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -1155729.875000 Penalty: 3255.784180
	Iteration 35Q: 3 clusters Score -1155730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1155752.250000 Penalty: 3255.784180
	Iteration 36Q: 3 clusters Score -1155752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1155768.375000 Penalty: 3255.784180
	Iteration 37Q: 3 clusters Score -1155768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1155789.500000 Penalty: 3255.784180
	Iteration 38Q: 3 clusters Score -1155790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1155808.625000 Penalty: 3255.784180
	Iteration 39Q: 3 clusters Score -1155809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -1155832.125000 Penalty: 3255.784180
	Iteration 40F: 3 clusters Score -1155832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1155851.000000 Penalty: 3255.784180
	Iteration 41Q: 3 clusters Score -1155851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -1155866.375000 Penalty: 3255.784180
	Iteration 42Q: 3 clusters Score -1155866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1155889.625000 Penalty: 3255.784180
	Iteration 43Q: 3 clusters Score -1155890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1155922.000000 Penalty: 3255.784180
	Iteration 44Q: 3 clusters Score -1155922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -1155959.000000 Penalty: 3255.784180
	Iteration 45Q: 3 clusters Score -1155959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -1155995.125000 Penalty: 3255.784180
	Iteration 46Q: 3 clusters Score -1155995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -1156039.875000 Penalty: 3255.784180
	Iteration 47Q: 3 clusters Score -1156040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1156077.000000 Penalty: 3255.784180
	Iteration 48Q: 3 clusters Score -1156077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -1156105.000000 Penalty: 3255.784180
	Iteration 49Q: 3 clusters Score -1156105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -1156129.375000 Penalty: 3255.784180
	Iteration 50Q: 3 clusters Score -1156129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1156146.000000 Penalty: 3255.784180
	Iteration 51Q: 3 clusters Score -1156146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -1156160.875000 Penalty: 3255.784180
	Iteration 52Q: 3 clusters Score -1156161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1156164.500000 Penalty: 3255.784180
	Iteration 53Q: 3 clusters Score -1156164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -1156170.625000 Penalty: 3255.784180
	Iteration 54Q: 3 clusters Score -1156171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -1156168.750000 Penalty: 3255.784180
	Iteration 55Q: 3 clusters Score -1156169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1156170.000000 Penalty: 3255.784180
	Iteration 56Q: 3 clusters Score -1156170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1156171.375000 Penalty: 3255.784180
	Iteration 57Q: 3 clusters Score -1156171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1156172.625000 Penalty: 3255.784180
	Iteration 58Q: 3 clusters Score -1156173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -1156174.000000 Penalty: 3255.784180
	Iteration 59Q: 3 clusters Score -1156174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1156178.625000 Penalty: 3255.784180
	Iteration 60F: 3 clusters Score -1156179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1156179.750000 Penalty: 3255.784180
	Iteration 61Q: 3 clusters Score -1156180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1156182.875000 Penalty: 3255.784180
	Iteration 62Q: 3 clusters Score -1156183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -1156185.875000 Penalty: 3255.784180
	Iteration 63Q: 3 clusters Score -1156186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1156184.625000 Penalty: 3255.784180
	Iteration 64Q: 3 clusters Score -1156185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1156184.625000 Penalty: 3255.784180
	Iteration 65Q: 3 clusters Score -1156185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1156184.625000 Penalty: 3255.784180
	Iteration 66F: 3 clusters Score -1156185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Entering Unmasked Estep 
Score: -4004997.500000 Penalty: 1803.238037
	Iteration 0F: 2 clusters Score -4004998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3961008.500000 Penalty: 3606.476074
	Iteration 0F: 3 clusters Score -3961008 nChanged 31282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3979898.500000 Penalty: 3606.476074
	Iteration 1F: 3 clusters Score -3979898 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -3981817.750000 Penalty: 3606.476074
	Iteration 2F: 3 clusters Score -3981818 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -3984802.000000 Penalty: 3606.476074
	Iteration 3F: 3 clusters Score -3984802 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -3988696.750000 Penalty: 3606.476074
	Iteration 4F: 3 clusters Score -3988697 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -3992771.750000 Penalty: 3606.476074
	Iteration 5F: 3 clusters Score -3992772 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -3996231.750000 Penalty: 3606.476074
	Iteration 6F: 3 clusters Score -3996232 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -3998880.250000 Penalty: 3606.476074
	Iteration 7Q: 3 clusters Score -3998880 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -4000695.250000 Penalty: 3606.476074
	Iteration 8Q: 3 clusters Score -4000695 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -4001892.750000 Penalty: 3606.476074
	Iteration 9Q: 3 clusters Score -4001893 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -4002644.250000 Penalty: 3606.476074
	Iteration 10Q: 3 clusters Score -4002644 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -4002963.750000 Penalty: 3606.476074
	Iteration 11Q: 3 clusters Score -4002964 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -4003161.250000 Penalty: 3606.476074
	Iteration 12Q: 3 clusters Score -4003161 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -4003300.750000 Penalty: 3606.476074
	Iteration 13Q: 3 clusters Score -4003301 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -4003395.000000 Penalty: 3606.476074
	Iteration 14Q: 3 clusters Score -4003395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -4003440.750000 Penalty: 3606.476074
	Iteration 15Q: 3 clusters Score -4003441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -4003492.000000 Penalty: 3606.476074
	Iteration 16Q: 3 clusters Score -4003492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -4003526.250000 Penalty: 3606.476074
	Iteration 17Q: 3 clusters Score -4003526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -4003564.250000 Penalty: 3606.476074
	Iteration 18Q: 3 clusters Score -4003564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -4003634.000000 Penalty: 3606.476074
	Iteration 19Q: 3 clusters Score -4003634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -4003711.000000 Penalty: 3606.476074
	Iteration 20F: 3 clusters Score -4003711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -4003780.000000 Penalty: 3606.476074
	Iteration 21Q: 3 clusters Score -4003780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -4003835.750000 Penalty: 3606.476074
	Iteration 22Q: 3 clusters Score -4003836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -4003885.250000 Penalty: 3606.476074
	Iteration 23Q: 3 clusters Score -4003885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -4003923.500000 Penalty: 3606.476074
	Iteration 24Q: 3 clusters Score -4003924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -4003949.750000 Penalty: 3606.476074
	Iteration 25Q: 3 clusters Score -4003950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -4003973.250000 Penalty: 3606.476074
	Iteration 26Q: 3 clusters Score -4003973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -4003992.750000 Penalty: 3606.476074
	Iteration 27Q: 3 clusters Score -4003993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -4004011.250000 Penalty: 3606.476074
	Iteration 28Q: 3 clusters Score -4004011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -4004023.750000 Penalty: 3606.476074
	Iteration 29Q: 3 clusters Score -4004024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -4004031.500000 Penalty: 3606.476074
	Iteration 30Q: 3 clusters Score -4004032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -4004040.750000 Penalty: 3606.476074
	Iteration 31Q: 3 clusters Score -4004041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -4004045.500000 Penalty: 3606.476074
	Iteration 32Q: 3 clusters Score -4004046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -4004046.500000 Penalty: 3606.476074
	Iteration 33Q: 3 clusters Score -4004046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -4004053.750000 Penalty: 3606.476074
	Iteration 34Q: 3 clusters Score -4004054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -4004052.750000 Penalty: 3606.476074
	Iteration 35Q: 3 clusters Score -4004053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -4004052.000000 Penalty: 3606.476074
	Iteration 36Q: 3 clusters Score -4004052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -4004053.750000 Penalty: 3606.476074
	Iteration 37Q: 3 clusters Score -4004054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -4004059.250000 Penalty: 3606.476074
	Iteration 38Q: 3 clusters Score -4004059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -4004060.500000 Penalty: 3606.476074
	Iteration 39Q: 3 clusters Score -4004060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -4004065.500000 Penalty: 3606.476074
	Iteration 40F: 3 clusters Score -4004066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -4004067.000000 Penalty: 3606.476074
	Iteration 41Q: 3 clusters Score -4004067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -4004075.750000 Penalty: 3606.476074
	Iteration 42Q: 3 clusters Score -4004076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -4004077.000000 Penalty: 3606.476074
	Iteration 43Q: 3 clusters Score -4004077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -4004075.250000 Penalty: 3606.476074
	Iteration 44Q: 3 clusters Score -4004075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -4004074.250000 Penalty: 3606.476074
	Iteration 45Q: 3 clusters Score -4004074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -4004076.000000 Penalty: 3606.476074
	Iteration 46Q: 3 clusters Score -4004076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -4004076.750000 Penalty: 3606.476074
	Iteration 47Q: 3 clusters Score -4004077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -4004076.750000 Penalty: 3606.476074
	Iteration 48Q: 3 clusters Score -4004077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -4004080.000000 Penalty: 3606.476074
	Iteration 49Q: 3 clusters Score -4004080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -4004086.250000 Penalty: 3606.476074
	Iteration 50Q: 3 clusters Score -4004086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -4004088.750000 Penalty: 3606.476074
	Iteration 51Q: 3 clusters Score -4004089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -4004087.250000 Penalty: 3606.476074
	Iteration 52Q: 3 clusters Score -4004087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -4004089.250000 Penalty: 3606.476074
	Iteration 53Q: 3 clusters Score -4004089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -4004088.250000 Penalty: 3606.476074
	Iteration 54Q: 3 clusters Score -4004088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -4004092.750000 Penalty: 3606.476074
	Iteration 55Q: 3 clusters Score -4004093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -4004095.500000 Penalty: 3606.476074
	Iteration 56Q: 3 clusters Score -4004096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -4004099.000000 Penalty: 3606.476074
	Iteration 57Q: 3 clusters Score -4004099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -4004098.500000 Penalty: 3606.476074
	Iteration 58Q: 3 clusters Score -4004098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -4004099.500000 Penalty: 3606.476074
	Iteration 59Q: 3 clusters Score -4004100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -4004099.500000 Penalty: 3606.476074
	Iteration 60F: 3 clusters Score -4004100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -209227.875000 Penalty: 1327.792969
	Iteration 0F: 2 clusters Score -209227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -206163.406250 Penalty: 2655.585938
	Iteration 0F: 3 clusters Score -206163.4 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -206959.156250 Penalty: 2655.585938
	Iteration 1F: 3 clusters Score -206959.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -207155.468750 Penalty: 2655.585938
	Iteration 2F: 3 clusters Score -207155.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -207345.906250 Penalty: 2655.585938
	Iteration 3F: 3 clusters Score -207345.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -207502.921875 Penalty: 2655.585938
	Iteration 4F: 3 clusters Score -207502.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -207655.140625 Penalty: 2655.585938
	Iteration 5F: 3 clusters Score -207655.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -207789.843750 Penalty: 2655.585938
	Iteration 6Q: 3 clusters Score -207789.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -207932.906250 Penalty: 2655.585938
	Iteration 7Q: 3 clusters Score -207932.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208034.578125 Penalty: 2655.585938
	Iteration 8Q: 3 clusters Score -208034.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -208098.093750 Penalty: 2655.585938
	Iteration 9Q: 3 clusters Score -208098.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -208148.828125 Penalty: 2655.585938
	Iteration 10Q: 3 clusters Score -208148.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -208188.296875 Penalty: 2655.585938
	Iteration 11Q: 3 clusters Score -208188.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -208221.312500 Penalty: 2655.585938
	Iteration 12Q: 3 clusters Score -208221.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -208243.640625 Penalty: 2655.585938
	Iteration 13Q: 3 clusters Score -208243.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -208262.812500 Penalty: 2655.585938
	Iteration 14Q: 3 clusters Score -208262.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -208274.906250 Penalty: 2655.585938
	Iteration 15Q: 3 clusters Score -208274.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -208283.718750 Penalty: 2655.585938
	Iteration 16Q: 3 clusters Score -208283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208289.390625 Penalty: 2655.585938
	Iteration 17Q: 3 clusters Score -208289.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208294.625000 Penalty: 2655.585938
	Iteration 18Q: 3 clusters Score -208294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -208298.031250 Penalty: 2655.585938
	Iteration 19Q: 3 clusters Score -208298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -208300.515625 Penalty: 2655.585938
	Iteration 20F: 3 clusters Score -208300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -208300.812500 Penalty: 2655.585938
	Iteration 21Q: 3 clusters Score -208300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208300.781250 Penalty: 2655.585938
	Iteration 22Q: 3 clusters Score -208300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -208301.687500 Penalty: 2655.585938
	Iteration 23Q: 3 clusters Score -208301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -208302.093750 Penalty: 2655.585938
	Iteration 24Q: 3 clusters Score -208302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -208302.718750 Penalty: 2655.585938
	Iteration 25Q: 3 clusters Score -208302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -208303.156250 Penalty: 2655.585938
	Iteration 26Q: 3 clusters Score -208303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208304.265625 Penalty: 2655.585938
	Iteration 27Q: 3 clusters Score -208304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208304.703125 Penalty: 2655.585938
	Iteration 28Q: 3 clusters Score -208304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208304.703125 Penalty: 2655.585938
	Iteration 29F: 3 clusters Score -208304.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -258640.984375 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -258641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -255040.062500 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -255040.1 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256045.562500 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -256045.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -256210.406250 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -256210.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -256336.000000 Penalty: 2729.848877
	Iteration 3F: 3 clusters Score -256336 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -256427.828125 Penalty: 2729.848877
	Iteration 4Q: 3 clusters Score -256427.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -256504.046875 Penalty: 2729.848877
	Iteration 5Q: 3 clusters Score -256504 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -256559.437500 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -256559.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -256609.906250 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -256609.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -256671.203125 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -256671.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -256725.953125 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -256726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -256769.218750 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -256769.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -256810.046875 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -256810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -256858.031250 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -256858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -256907.828125 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -256907.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -256953.609375 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -256953.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -257013.390625 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -257013.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -257069.906250 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -257069.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -257118.703125 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -257118.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -257167.390625 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -257167.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -257224.796875 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -257224.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -257263.625000 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -257263.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -257308.468750 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -257308.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -257341.093750 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -257341.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -257365.656250 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -257365.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -257389.375000 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -257389.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -257419.093750 Penalty: 2729.848877
	Iteration 25Q: 3 clusters Score -257419.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -257441.281250 Penalty: 2729.848877
	Iteration 26Q: 3 clusters Score -257441.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -257455.750000 Penalty: 2729.848877
	Iteration 27Q: 3 clusters Score -257455.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -257466.984375 Penalty: 2729.848877
	Iteration 28Q: 3 clusters Score -257467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -257475.812500 Penalty: 2729.848877
	Iteration 29Q: 3 clusters Score -257475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -257488.250000 Penalty: 2729.848877
	Iteration 30Q: 3 clusters Score -257488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -257497.656250 Penalty: 2729.848877
	Iteration 31Q: 3 clusters Score -257497.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -257510.937500 Penalty: 2729.848877
	Iteration 32Q: 3 clusters Score -257510.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -257517.531250 Penalty: 2729.848877
	Iteration 33Q: 3 clusters Score -257517.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -257526.109375 Penalty: 2729.848877
	Iteration 34Q: 3 clusters Score -257526.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -257533.109375 Penalty: 2729.848877
	Iteration 35Q: 3 clusters Score -257533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -257536.562500 Penalty: 2729.848877
	Iteration 36Q: 3 clusters Score -257536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -257537.265625 Penalty: 2729.848877
	Iteration 37Q: 3 clusters Score -257537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -257537.265625 Penalty: 2729.848877
	Iteration 38F: 3 clusters Score -257537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -63229.511719 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -63229.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61515.695312 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -61515.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -62017.656250 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -62017.66 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62238.343750 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -62238.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -62369.757812 Penalty: 2368.234863
	Iteration 3F: 3 clusters Score -62369.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62446.050781 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -62446.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -62496.082031 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -62496.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -62531.910156 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -62531.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -62577.386719 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -62577.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -62629.531250 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -62629.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -62686.363281 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -62686.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -62738.148438 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -62738.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62799.476562 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -62799.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -62848.523438 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -62848.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -62880.484375 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -62880.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -62914.546875 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -62914.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -62951.765625 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -62951.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -62989.667969 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -62989.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63017.910156 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -63017.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63037.230469 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -63037.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -63052.261719 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -63052.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -63061.164062 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -63061.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -63067.023438 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -63067.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -63071.738281 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -63071.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -63074.792969 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -63074.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -63077.925781 Penalty: 2368.234863
	Iteration 24Q: 3 clusters Score -63077.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -63077.925781 Penalty: 2368.234863
	Iteration 25F: 3 clusters Score -63077.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Entering Unmasked Estep 
Score: -1543279.750000 Penalty: 1648.278564
	Iteration 0F: 2 clusters Score -1543280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1526063.125000 Penalty: 3296.557129
	Iteration 0F: 3 clusters Score -1526063 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1532456.625000 Penalty: 3296.557129
	Iteration 1F: 3 clusters Score -1532457 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1532822.000000 Penalty: 3296.557129
	Iteration 2Q: 3 clusters Score -1532822 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1533124.750000 Penalty: 3296.557129
	Iteration 3Q: 3 clusters Score -1533125 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1533404.250000 Penalty: 3296.557129
	Iteration 4Q: 3 clusters Score -1533404 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1533671.250000 Penalty: 3296.557129
	Iteration 5Q: 3 clusters Score -1533671 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1533940.500000 Penalty: 3296.557129
	Iteration 6Q: 3 clusters Score -1533940 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1534270.625000 Penalty: 3296.557129
	Iteration 7Q: 3 clusters Score -1534271 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1534630.750000 Penalty: 3296.557129
	Iteration 8Q: 3 clusters Score -1534631 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1535091.750000 Penalty: 3296.557129
	Iteration 9Q: 3 clusters Score -1535092 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1535696.750000 Penalty: 3296.557129
	Iteration 10Q: 3 clusters Score -1535697 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1536364.875000 Penalty: 3296.557129
	Iteration 11Q: 3 clusters Score -1536365 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1537017.125000 Penalty: 3296.557129
	Iteration 12Q: 3 clusters Score -1537017 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1537495.375000 Penalty: 3296.557129
	Iteration 13Q: 3 clusters Score -1537495 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1537770.875000 Penalty: 3296.557129
	Iteration 14Q: 3 clusters Score -1537771 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1537915.750000 Penalty: 3296.557129
	Iteration 15Q: 3 clusters Score -1537916 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1538016.500000 Penalty: 3296.557129
	Iteration 16Q: 3 clusters Score -1538016 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1538076.375000 Penalty: 3296.557129
	Iteration 17Q: 3 clusters Score -1538076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1538116.625000 Penalty: 3296.557129
	Iteration 18Q: 3 clusters Score -1538117 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1538174.000000 Penalty: 3296.557129
	Iteration 19Q: 3 clusters Score -1538174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1538212.000000 Penalty: 3296.557129
	Iteration 20F: 3 clusters Score -1538212 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1538268.625000 Penalty: 3296.557129
	Iteration 21Q: 3 clusters Score -1538269 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1538337.375000 Penalty: 3296.557129
	Iteration 22Q: 3 clusters Score -1538337 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1538412.250000 Penalty: 3296.557129
	Iteration 23Q: 3 clusters Score -1538412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1538481.875000 Penalty: 3296.557129
	Iteration 24Q: 3 clusters Score -1538482 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1538548.375000 Penalty: 3296.557129
	Iteration 25Q: 3 clusters Score -1538548 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1538643.500000 Penalty: 3296.557129
	Iteration 26Q: 3 clusters Score -1538644 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1538725.375000 Penalty: 3296.557129
	Iteration 27Q: 3 clusters Score -1538725 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1538835.375000 Penalty: 3296.557129
	Iteration 28Q: 3 clusters Score -1538835 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1538940.625000 Penalty: 3296.557129
	Iteration 29Q: 3 clusters Score -1538941 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1539061.250000 Penalty: 3296.557129
	Iteration 30Q: 3 clusters Score -1539061 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1539186.750000 Penalty: 3296.557129
	Iteration 31Q: 3 clusters Score -1539187 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1539311.375000 Penalty: 3296.557129
	Iteration 32Q: 3 clusters Score -1539311 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1539440.625000 Penalty: 3296.557129
	Iteration 33Q: 3 clusters Score -1539441 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1539591.875000 Penalty: 3296.557129
	Iteration 34Q: 3 clusters Score -1539592 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1539774.250000 Penalty: 3296.557129
	Iteration 35Q: 3 clusters Score -1539774 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1539958.625000 Penalty: 3296.557129
	Iteration 36Q: 3 clusters Score -1539959 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1540140.875000 Penalty: 3296.557129
	Iteration 37Q: 3 clusters Score -1540141 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1540306.000000 Penalty: 3296.557129
	Iteration 38Q: 3 clusters Score -1540306 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1540464.375000 Penalty: 3296.557129
	Iteration 39Q: 3 clusters Score -1540464 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1540647.625000 Penalty: 3296.557129
	Iteration 40F: 3 clusters Score -1540648 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1540828.875000 Penalty: 3296.557129
	Iteration 41Q: 3 clusters Score -1540829 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1540990.875000 Penalty: 3296.557129
	Iteration 42Q: 3 clusters Score -1540991 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1541137.375000 Penalty: 3296.557129
	Iteration 43Q: 3 clusters Score -1541137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1541282.625000 Penalty: 3296.557129
	Iteration 44Q: 3 clusters Score -1541283 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1541403.625000 Penalty: 3296.557129
	Iteration 45Q: 3 clusters Score -1541404 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1541503.125000 Penalty: 3296.557129
	Iteration 46Q: 3 clusters Score -1541503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1541591.500000 Penalty: 3296.557129
	Iteration 47Q: 3 clusters Score -1541592 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1541673.375000 Penalty: 3296.557129
	Iteration 48Q: 3 clusters Score -1541673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1541713.625000 Penalty: 3296.557129
	Iteration 49Q: 3 clusters Score -1541714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1541741.375000 Penalty: 3296.557129
	Iteration 50Q: 3 clusters Score -1541741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1541782.500000 Penalty: 3296.557129
	Iteration 51Q: 3 clusters Score -1541782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1541810.000000 Penalty: 3296.557129
	Iteration 52Q: 3 clusters Score -1541810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1541825.000000 Penalty: 3296.557129
	Iteration 53Q: 3 clusters Score -1541825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1541840.250000 Penalty: 3296.557129
	Iteration 54Q: 3 clusters Score -1541840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1541856.750000 Penalty: 3296.557129
	Iteration 55Q: 3 clusters Score -1541857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1541860.125000 Penalty: 3296.557129
	Iteration 56Q: 3 clusters Score -1541860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1541863.125000 Penalty: 3296.557129
	Iteration 57Q: 3 clusters Score -1541863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1541865.250000 Penalty: 3296.557129
	Iteration 58Q: 3 clusters Score -1541865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1541864.875000 Penalty: 3296.557129
	Iteration 59Q: 3 clusters Score -1541865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1541864.000000 Penalty: 3296.557129
	Iteration 60F: 3 clusters Score -1541864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1541868.625000 Penalty: 3296.557129
	Iteration 61Q: 3 clusters Score -1541869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1541866.250000 Penalty: 3296.557129
	Iteration 62Q: 3 clusters Score -1541866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1541872.125000 Penalty: 3296.557129
	Iteration 63Q: 3 clusters Score -1541872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1541871.750000 Penalty: 3296.557129
	Iteration 64Q: 3 clusters Score -1541872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1541873.250000 Penalty: 3296.557129
	Iteration 65Q: 3 clusters Score -1541873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1541872.250000 Penalty: 3296.557129
	Iteration 66Q: 3 clusters Score -1541872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1541873.000000 Penalty: 3296.557129
	Iteration 67Q: 3 clusters Score -1541873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1541873.000000 Penalty: 3296.557129
	Iteration 68F: 3 clusters Score -1541873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -191754.453125 Penalty: 1315.088257
	Iteration 0F: 2 clusters Score -191754.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -188877.328125 Penalty: 2630.176514
	Iteration 0F: 3 clusters Score -188877.3 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -189640.671875 Penalty: 2630.176514
	Iteration 1F: 3 clusters Score -189640.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -189844.109375 Penalty: 2630.176514
	Iteration 2F: 3 clusters Score -189844.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -190001.000000 Penalty: 2630.176514
	Iteration 3F: 3 clusters Score -190001 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -190128.609375 Penalty: 2630.176514
	Iteration 4Q: 3 clusters Score -190128.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -190249.390625 Penalty: 2630.176514
	Iteration 5Q: 3 clusters Score -190249.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -190341.546875 Penalty: 2630.176514
	Iteration 6Q: 3 clusters Score -190341.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -190414.656250 Penalty: 2630.176514
	Iteration 7Q: 3 clusters Score -190414.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190483.828125 Penalty: 2630.176514
	Iteration 8Q: 3 clusters Score -190483.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -190525.171875 Penalty: 2630.176514
	Iteration 9Q: 3 clusters Score -190525.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -190555.328125 Penalty: 2630.176514
	Iteration 10Q: 3 clusters Score -190555.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -190579.609375 Penalty: 2630.176514
	Iteration 11Q: 3 clusters Score -190579.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -190599.343750 Penalty: 2630.176514
	Iteration 12Q: 3 clusters Score -190599.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -190620.343750 Penalty: 2630.176514
	Iteration 13Q: 3 clusters Score -190620.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -190644.875000 Penalty: 2630.176514
	Iteration 14Q: 3 clusters Score -190644.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -190669.265625 Penalty: 2630.176514
	Iteration 15Q: 3 clusters Score -190669.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -190694.187500 Penalty: 2630.176514
	Iteration 16Q: 3 clusters Score -190694.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -190719.562500 Penalty: 2630.176514
	Iteration 17Q: 3 clusters Score -190719.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -190743.515625 Penalty: 2630.176514
	Iteration 18Q: 3 clusters Score -190743.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -190760.578125 Penalty: 2630.176514
	Iteration 19Q: 3 clusters Score -190760.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -190771.046875 Penalty: 2630.176514
	Iteration 20F: 3 clusters Score -190771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -190787.531250 Penalty: 2630.176514
	Iteration 21Q: 3 clusters Score -190787.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -190801.515625 Penalty: 2630.176514
	Iteration 22Q: 3 clusters Score -190801.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -190812.625000 Penalty: 2630.176514
	Iteration 23Q: 3 clusters Score -190812.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -190826.171875 Penalty: 2630.176514
	Iteration 24Q: 3 clusters Score -190826.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -190835.515625 Penalty: 2630.176514
	Iteration 25Q: 3 clusters Score -190835.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -190840.750000 Penalty: 2630.176514
	Iteration 26Q: 3 clusters Score -190840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -190844.812500 Penalty: 2630.176514
	Iteration 27Q: 3 clusters Score -190844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -190848.000000 Penalty: 2630.176514
	Iteration 28Q: 3 clusters Score -190848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -190852.671875 Penalty: 2630.176514
	Iteration 29Q: 3 clusters Score -190852.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -190859.671875 Penalty: 2630.176514
	Iteration 30Q: 3 clusters Score -190859.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190869.640625 Penalty: 2630.176514
	Iteration 31Q: 3 clusters Score -190869.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -190876.921875 Penalty: 2630.176514
	Iteration 32Q: 3 clusters Score -190876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -190882.359375 Penalty: 2630.176514
	Iteration 33Q: 3 clusters Score -190882.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -190888.953125 Penalty: 2630.176514
	Iteration 34Q: 3 clusters Score -190889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -190897.593750 Penalty: 2630.176514
	Iteration 35Q: 3 clusters Score -190897.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -190906.062500 Penalty: 2630.176514
	Iteration 36Q: 3 clusters Score -190906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -190913.078125 Penalty: 2630.176514
	Iteration 37Q: 3 clusters Score -190913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -190921.171875 Penalty: 2630.176514
	Iteration 38Q: 3 clusters Score -190921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -190925.984375 Penalty: 2630.176514
	Iteration 39Q: 3 clusters Score -190926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -190929.546875 Penalty: 2630.176514
	Iteration 40F: 3 clusters Score -190929.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -190932.921875 Penalty: 2630.176514
	Iteration 41Q: 3 clusters Score -190932.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -190936.187500 Penalty: 2630.176514
	Iteration 42Q: 3 clusters Score -190936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -190938.421875 Penalty: 2630.176514
	Iteration 43Q: 3 clusters Score -190938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -190942.062500 Penalty: 2630.176514
	Iteration 44Q: 3 clusters Score -190942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -190943.203125 Penalty: 2630.176514
	Iteration 45Q: 3 clusters Score -190943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -190944.328125 Penalty: 2630.176514
	Iteration 46Q: 3 clusters Score -190944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -190945.125000 Penalty: 2630.176514
	Iteration 47Q: 3 clusters Score -190945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -190947.750000 Penalty: 2630.176514
	Iteration 48Q: 3 clusters Score -190947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -190948.531250 Penalty: 2630.176514
	Iteration 49Q: 3 clusters Score -190948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -190948.828125 Penalty: 2630.176514
	Iteration 50Q: 3 clusters Score -190948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -190949.562500 Penalty: 2630.176514
	Iteration 51Q: 3 clusters Score -190949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -190949.875000 Penalty: 2630.176514
	Iteration 52Q: 3 clusters Score -190949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -190950.156250 Penalty: 2630.176514
	Iteration 53Q: 3 clusters Score -190950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -190952.171875 Penalty: 2630.176514
	Iteration 54Q: 3 clusters Score -190952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -190954.093750 Penalty: 2630.176514
	Iteration 55Q: 3 clusters Score -190954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -190958.046875 Penalty: 2630.176514
	Iteration 56Q: 3 clusters Score -190958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -190958.765625 Penalty: 2630.176514
	Iteration 57Q: 3 clusters Score -190958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -190959.156250 Penalty: 2630.176514
	Iteration 58Q: 3 clusters Score -190959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -190959.343750 Penalty: 2630.176514
	Iteration 59Q: 3 clusters Score -190959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -190959.781250 Penalty: 2630.176514
	Iteration 60F: 3 clusters Score -190959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -190959.609375 Penalty: 2630.176514
	Iteration 61Q: 3 clusters Score -190959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -190959.609375 Penalty: 2630.176514
	Iteration 62F: 3 clusters Score -190959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Entering Unmasked Estep 
Score: -605226.375000 Penalty: 1497.409912
	Iteration 0F: 2 clusters Score -605226.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -598028.750000 Penalty: 2994.819824
	Iteration 0F: 3 clusters Score -598028.8 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -600364.812500 Penalty: 2994.819824
	Iteration 1F: 3 clusters Score -600364.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -600625.187500 Penalty: 2994.819824
	Iteration 2F: 3 clusters Score -600625.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -600865.562500 Penalty: 2994.819824
	Iteration 3F: 3 clusters Score -600865.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -601080.375000 Penalty: 2994.819824
	Iteration 4Q: 3 clusters Score -601080.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -601298.875000 Penalty: 2994.819824
	Iteration 5Q: 3 clusters Score -601298.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -601545.750000 Penalty: 2994.819824
	Iteration 6Q: 3 clusters Score -601545.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -601777.250000 Penalty: 2994.819824
	Iteration 7Q: 3 clusters Score -601777.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -602054.062500 Penalty: 2994.819824
	Iteration 8Q: 3 clusters Score -602054.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -602346.375000 Penalty: 2994.819824
	Iteration 9Q: 3 clusters Score -602346.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -602607.500000 Penalty: 2994.819824
	Iteration 10Q: 3 clusters Score -602607.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -602845.312500 Penalty: 2994.819824
	Iteration 11Q: 3 clusters Score -602845.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -603076.562500 Penalty: 2994.819824
	Iteration 12Q: 3 clusters Score -603076.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -603295.000000 Penalty: 2994.819824
	Iteration 13Q: 3 clusters Score -603295 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -603502.187500 Penalty: 2994.819824
	Iteration 14Q: 3 clusters Score -603502.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -603715.375000 Penalty: 2994.819824
	Iteration 15Q: 3 clusters Score -603715.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -603921.312500 Penalty: 2994.819824
	Iteration 16Q: 3 clusters Score -603921.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -604102.375000 Penalty: 2994.819824
	Iteration 17Q: 3 clusters Score -604102.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -604220.500000 Penalty: 2994.819824
	Iteration 18Q: 3 clusters Score -604220.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -604315.625000 Penalty: 2994.819824
	Iteration 19Q: 3 clusters Score -604315.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -604364.000000 Penalty: 2994.819824
	Iteration 20F: 3 clusters Score -604364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -604384.750000 Penalty: 2994.819824
	Iteration 21Q: 3 clusters Score -604384.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -604397.625000 Penalty: 2994.819824
	Iteration 22Q: 3 clusters Score -604397.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -604410.812500 Penalty: 2994.819824
	Iteration 23Q: 3 clusters Score -604410.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -604418.437500 Penalty: 2994.819824
	Iteration 24Q: 3 clusters Score -604418.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -604424.875000 Penalty: 2994.819824
	Iteration 25Q: 3 clusters Score -604424.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -604427.375000 Penalty: 2994.819824
	Iteration 26Q: 3 clusters Score -604427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -604430.500000 Penalty: 2994.819824
	Iteration 27Q: 3 clusters Score -604430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -604431.000000 Penalty: 2994.819824
	Iteration 28Q: 3 clusters Score -604431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -604431.625000 Penalty: 2994.819824
	Iteration 29Q: 3 clusters Score -604431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -604432.812500 Penalty: 2994.819824
	Iteration 30Q: 3 clusters Score -604432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -604431.937500 Penalty: 2994.819824
	Iteration 31Q: 3 clusters Score -604431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -604432.687500 Penalty: 2994.819824
	Iteration 32Q: 3 clusters Score -604432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -604432.625000 Penalty: 2994.819824
	Iteration 33Q: 3 clusters Score -604432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -604432.625000 Penalty: 2994.819824
	Iteration 34F: 3 clusters Score -604432.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -121664.843750 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -121664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -119471.203125 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -119471.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119965.445312 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -119965.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -120076.484375 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -120076.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -120139.187500 Penalty: 2494.099609
	Iteration 3Q: 3 clusters Score -120139.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -120181.585938 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -120181.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -120223.968750 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -120224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -120253.460938 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -120253.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -120275.906250 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -120275.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -120293.117188 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -120293.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -120307.851562 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -120307.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -120319.640625 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -120319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -120328.617188 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -120328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -120337.312500 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -120337.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -120342.148438 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -120342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -120345.093750 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -120345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -120347.289062 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -120347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -120348.835938 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -120348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -120352.125000 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -120352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -120357.132812 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -120357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -120361.773438 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -120361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -120364.234375 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -120364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -120366.234375 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -120366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -120370.992188 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -120371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -120375.750000 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -120375.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -120380.179688 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -120380.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -120387.101562 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -120387.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -120391.882812 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -120391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -120394.164062 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -120394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -120397.726562 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -120397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -120403.453125 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -120403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120408.851562 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -120408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -120412.953125 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -120413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -120416.070312 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -120416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -120421.187500 Penalty: 2494.099609
	Iteration 33Q: 3 clusters Score -120421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -120427.742188 Penalty: 2494.099609
	Iteration 34Q: 3 clusters Score -120427.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -120434.921875 Penalty: 2494.099609
	Iteration 35Q: 3 clusters Score -120434.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -120441.976562 Penalty: 2494.099609
	Iteration 36Q: 3 clusters Score -120442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -120448.835938 Penalty: 2494.099609
	Iteration 37Q: 3 clusters Score -120448.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -120456.554688 Penalty: 2494.099609
	Iteration 38Q: 3 clusters Score -120456.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -120463.367188 Penalty: 2494.099609
	Iteration 39Q: 3 clusters Score -120463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -120467.992188 Penalty: 2494.099609
	Iteration 40F: 3 clusters Score -120468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -120478.125000 Penalty: 2494.099609
	Iteration 41Q: 3 clusters Score -120478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -120497.156250 Penalty: 2494.099609
	Iteration 42Q: 3 clusters Score -120497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120511.203125 Penalty: 2494.099609
	Iteration 43Q: 3 clusters Score -120511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -120523.476562 Penalty: 2494.099609
	Iteration 44Q: 3 clusters Score -120523.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -120534.476562 Penalty: 2494.099609
	Iteration 45Q: 3 clusters Score -120534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -120555.562500 Penalty: 2494.099609
	Iteration 46Q: 3 clusters Score -120555.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120595.367188 Penalty: 2494.099609
	Iteration 47Q: 3 clusters Score -120595.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120653.890625 Penalty: 2494.099609
	Iteration 48Q: 3 clusters Score -120653.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120727.578125 Penalty: 2494.099609
	Iteration 49Q: 3 clusters Score -120727.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120813.593750 Penalty: 2494.099609
	Iteration 50Q: 3 clusters Score -120813.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -120888.179688 Penalty: 2494.099609
	Iteration 51Q: 3 clusters Score -120888.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -120955.312500 Penalty: 2494.099609
	Iteration 52Q: 3 clusters Score -120955.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -121026.726562 Penalty: 2494.099609
	Iteration 53Q: 3 clusters Score -121026.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121085.976562 Penalty: 2494.099609
	Iteration 54Q: 3 clusters Score -121086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -121138.320312 Penalty: 2494.099609
	Iteration 55Q: 3 clusters Score -121138.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -121211.343750 Penalty: 2494.099609
	Iteration 56Q: 3 clusters Score -121211.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -121285.242188 Penalty: 2494.099609
	Iteration 57Q: 3 clusters Score -121285.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -121347.085938 Penalty: 2494.099609
	Iteration 58Q: 3 clusters Score -121347.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -121403.179688 Penalty: 2494.099609
	Iteration 59Q: 3 clusters Score -121403.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -121488.554688 Penalty: 2494.099609
	Iteration 60F: 3 clusters Score -121488.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -121597.843750 Penalty: 2494.099609
	Iteration 61Q: 3 clusters Score -121597.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -121688.640625 Penalty: 2494.099609
	Iteration 62Q: 3 clusters Score -121688.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -121774.023438 Penalty: 2494.099609
	Iteration 63Q: 3 clusters Score -121774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -121850.476562 Penalty: 2494.099609
	Iteration 64Q: 3 clusters Score -121850.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -121894.890625 Penalty: 2494.099609
	Iteration 65Q: 3 clusters Score -121894.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -121920.640625 Penalty: 2494.099609
	Iteration 66Q: 3 clusters Score -121920.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -121948.500000 Penalty: 2494.099609
	Iteration 67Q: 3 clusters Score -121948.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -121994.117188 Penalty: 2494.099609
	Iteration 68Q: 3 clusters Score -121994.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -122046.304688 Penalty: 2494.099609
	Iteration 69Q: 3 clusters Score -122046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -122087.851562 Penalty: 2494.099609
	Iteration 70Q: 3 clusters Score -122087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -122118.351562 Penalty: 2494.099609
	Iteration 71Q: 3 clusters Score -122118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -122137.218750 Penalty: 2494.099609
	Iteration 72Q: 3 clusters Score -122137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -122141.578125 Penalty: 2494.099609
	Iteration 73Q: 3 clusters Score -122141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -122142.570312 Penalty: 2494.099609
	Iteration 74Q: 3 clusters Score -122142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -122143.507812 Penalty: 2494.099609
	Iteration 75F: 3 clusters Score -122143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -122144.109375 Penalty: 2494.099609
	Iteration 76Q: 3 clusters Score -122144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -122144.109375 Penalty: 2494.099609
	Iteration 77F: 3 clusters Score -122144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 75379 members 
Mstep: Class 13 contains 55640 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 11188 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 65963 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 10045 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 19359 members 
Mstep: Class 34 contains 5456 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 2557 members 
Mstep: Class 41 contains 1390 members 
Entering Unmasked Estep 
Score: -30931130.000000 Penalty: 88057.867188
Splitting cluster 29 changes total score from -30931600.000000 to -30931130.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -106762.414062 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -106762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -104769.429688 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -104769.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -105238.757812 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -105238.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -105394.570312 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -105394.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -105486.726562 Penalty: 2446.532959
	Iteration 3F: 3 clusters Score -105486.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -105550.710938 Penalty: 2446.532959
	Iteration 4Q: 3 clusters Score -105550.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -105585.500000 Penalty: 2446.532959
	Iteration 5Q: 3 clusters Score -105585.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -105617.328125 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -105617.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -105653.281250 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -105653.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -105684.515625 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -105684.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -105717.539062 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -105717.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -105749.945312 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -105749.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -105777.351562 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -105777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105807.046875 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -105807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105834.078125 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -105834.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105861.343750 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -105861.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -105898.273438 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -105898.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105933.203125 Penalty: 2446.532959
	Iteration 16Q: 3 clusters Score -105933.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105966.312500 Penalty: 2446.532959
	Iteration 17Q: 3 clusters Score -105966.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105995.125000 Penalty: 2446.532959
	Iteration 18Q: 3 clusters Score -105995.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -106007.664062 Penalty: 2446.532959
	Iteration 19Q: 3 clusters Score -106007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -106009.429688 Penalty: 2446.532959
	Iteration 20F: 3 clusters Score -106009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -106011.640625 Penalty: 2446.532959
	Iteration 21Q: 3 clusters Score -106011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -106014.062500 Penalty: 2446.532959
	Iteration 22Q: 3 clusters Score -106014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106015.632812 Penalty: 2446.532959
	Iteration 23Q: 3 clusters Score -106015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106016.382812 Penalty: 2446.532959
	Iteration 24Q: 3 clusters Score -106016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106016.382812 Penalty: 2446.532959
	Iteration 25F: 3 clusters Score -106016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -95122.273438 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -95122.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -92984.031250 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -92984.03 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -93545.296875 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -93545.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -93745.234375 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -93745.23 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -93956.031250 Penalty: 2502.301514
	Iteration 3F: 3 clusters Score -93956.03 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -94099.398438 Penalty: 2502.301514
	Iteration 4F: 3 clusters Score -94099.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -94227.750000 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -94227.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -94331.046875 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -94331.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -94402.539062 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -94402.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -94459.703125 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -94459.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -94518.750000 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -94518.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -94550.109375 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -94550.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -94574.812500 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -94574.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -94600.500000 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -94600.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -94625.476562 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -94625.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -94650.851562 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -94650.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -94667.523438 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -94667.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -94680.875000 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -94680.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -94690.312500 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -94690.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -94694.898438 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -94694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -94697.265625 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -94697.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -94697.453125 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -94697.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -110210.578125 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -110210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108097.890625 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -108097.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -108535.039062 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -108535 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -108665.632812 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -108665.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108738.914062 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -108738.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -108811.843750 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -108811.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -108896.812500 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -108896.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -108972.117188 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -108972.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -109055.828125 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -109055.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -109132.234375 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -109132.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -109214.265625 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -109214.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -109278.835938 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -109278.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -109327.843750 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -109327.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -109363.164062 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -109363.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -109381.531250 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -109381.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -109397.890625 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -109397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -109422.507812 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -109422.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -109447.437500 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -109447.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -109464.984375 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -109465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -109473.085938 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -109473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -109476.726562 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -109476.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -109482.570312 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -109482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -109486.531250 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -109486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -109488.937500 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -109488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -109493.265625 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -109493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -109499.445312 Penalty: 2474.170166
	Iteration 24Q: 3 clusters Score -109499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -109503.250000 Penalty: 2474.170166
	Iteration 25Q: 3 clusters Score -109503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109504.531250 Penalty: 2474.170166
	Iteration 26Q: 3 clusters Score -109504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -109505.375000 Penalty: 2474.170166
	Iteration 27Q: 3 clusters Score -109505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109507.132812 Penalty: 2474.170166
	Iteration 28Q: 3 clusters Score -109507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -109508.960938 Penalty: 2474.170166
	Iteration 29Q: 3 clusters Score -109509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -109512.820312 Penalty: 2474.170166
	Iteration 30Q: 3 clusters Score -109512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -109514.023438 Penalty: 2474.170166
	Iteration 31Q: 3 clusters Score -109514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -109516.140625 Penalty: 2474.170166
	Iteration 32Q: 3 clusters Score -109516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -109518.218750 Penalty: 2474.170166
	Iteration 33Q: 3 clusters Score -109518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -109521.007812 Penalty: 2474.170166
	Iteration 34Q: 3 clusters Score -109521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -109521.539062 Penalty: 2474.170166
	Iteration 35Q: 3 clusters Score -109521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -109522.796875 Penalty: 2474.170166
	Iteration 36Q: 3 clusters Score -109522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -109524.554688 Penalty: 2474.170166
	Iteration 37Q: 3 clusters Score -109524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -109526.007812 Penalty: 2474.170166
	Iteration 38Q: 3 clusters Score -109526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -109527.679688 Penalty: 2474.170166
	Iteration 39Q: 3 clusters Score -109527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -109528.085938 Penalty: 2474.170166
	Iteration 40F: 3 clusters Score -109528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Entering Unmasked Estep 
Score: -1160222.000000 Penalty: 1604.023315
	Iteration 0F: 2 clusters Score -1160222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1146992.500000 Penalty: 3208.046631
	Iteration 0F: 3 clusters Score -1146992 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1152002.625000 Penalty: 3208.046631
	Iteration 1F: 3 clusters Score -1152003 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1152621.125000 Penalty: 3208.046631
	Iteration 2F: 3 clusters Score -1152621 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1153373.000000 Penalty: 3208.046631
	Iteration 3F: 3 clusters Score -1153373 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1154284.875000 Penalty: 3208.046631
	Iteration 4F: 3 clusters Score -1154285 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1155162.625000 Penalty: 3208.046631
	Iteration 5F: 3 clusters Score -1155163 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1155983.500000 Penalty: 3208.046631
	Iteration 6F: 3 clusters Score -1155984 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1156722.750000 Penalty: 3208.046631
	Iteration 7F: 3 clusters Score -1156723 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1157326.875000 Penalty: 3208.046631
	Iteration 8Q: 3 clusters Score -1157327 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1157795.875000 Penalty: 3208.046631
	Iteration 9Q: 3 clusters Score -1157796 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1158078.250000 Penalty: 3208.046631
	Iteration 10Q: 3 clusters Score -1158078 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1158254.375000 Penalty: 3208.046631
	Iteration 11Q: 3 clusters Score -1158254 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1158363.125000 Penalty: 3208.046631
	Iteration 12Q: 3 clusters Score -1158363 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1158440.000000 Penalty: 3208.046631
	Iteration 13Q: 3 clusters Score -1158440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1158494.500000 Penalty: 3208.046631
	Iteration 14Q: 3 clusters Score -1158494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1158542.000000 Penalty: 3208.046631
	Iteration 15Q: 3 clusters Score -1158542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1158578.125000 Penalty: 3208.046631
	Iteration 16Q: 3 clusters Score -1158578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1158603.875000 Penalty: 3208.046631
	Iteration 17Q: 3 clusters Score -1158604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1158628.250000 Penalty: 3208.046631
	Iteration 18Q: 3 clusters Score -1158628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1158651.375000 Penalty: 3208.046631
	Iteration 19Q: 3 clusters Score -1158651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1158664.000000 Penalty: 3208.046631
	Iteration 20F: 3 clusters Score -1158664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1158682.500000 Penalty: 3208.046631
	Iteration 21Q: 3 clusters Score -1158682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1158699.875000 Penalty: 3208.046631
	Iteration 22Q: 3 clusters Score -1158700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1158715.625000 Penalty: 3208.046631
	Iteration 23Q: 3 clusters Score -1158716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1158733.000000 Penalty: 3208.046631
	Iteration 24Q: 3 clusters Score -1158733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1158745.125000 Penalty: 3208.046631
	Iteration 25Q: 3 clusters Score -1158745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1158761.500000 Penalty: 3208.046631
	Iteration 26Q: 3 clusters Score -1158762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1158788.125000 Penalty: 3208.046631
	Iteration 27Q: 3 clusters Score -1158788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1158817.000000 Penalty: 3208.046631
	Iteration 28Q: 3 clusters Score -1158817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1158839.875000 Penalty: 3208.046631
	Iteration 29Q: 3 clusters Score -1158840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1158861.000000 Penalty: 3208.046631
	Iteration 30Q: 3 clusters Score -1158861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1158884.375000 Penalty: 3208.046631
	Iteration 31Q: 3 clusters Score -1158884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1158913.625000 Penalty: 3208.046631
	Iteration 32Q: 3 clusters Score -1158914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1158941.500000 Penalty: 3208.046631
	Iteration 33Q: 3 clusters Score -1158942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1158964.125000 Penalty: 3208.046631
	Iteration 34Q: 3 clusters Score -1158964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1158986.000000 Penalty: 3208.046631
	Iteration 35Q: 3 clusters Score -1158986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1159005.750000 Penalty: 3208.046631
	Iteration 36Q: 3 clusters Score -1159006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1159025.750000 Penalty: 3208.046631
	Iteration 37Q: 3 clusters Score -1159026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1159039.000000 Penalty: 3208.046631
	Iteration 38Q: 3 clusters Score -1159039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1159047.500000 Penalty: 3208.046631
	Iteration 39Q: 3 clusters Score -1159048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1159049.875000 Penalty: 3208.046631
	Iteration 40F: 3 clusters Score -1159050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1159057.625000 Penalty: 3208.046631
	Iteration 41Q: 3 clusters Score -1159058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1159064.500000 Penalty: 3208.046631
	Iteration 42Q: 3 clusters Score -1159064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1159069.125000 Penalty: 3208.046631
	Iteration 43Q: 3 clusters Score -1159069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1159072.375000 Penalty: 3208.046631
	Iteration 44Q: 3 clusters Score -1159072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1159075.250000 Penalty: 3208.046631
	Iteration 45Q: 3 clusters Score -1159075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1159077.250000 Penalty: 3208.046631
	Iteration 46Q: 3 clusters Score -1159077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1159078.875000 Penalty: 3208.046631
	Iteration 47Q: 3 clusters Score -1159079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1159080.250000 Penalty: 3208.046631
	Iteration 48Q: 3 clusters Score -1159080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1159079.375000 Penalty: 3208.046631
	Iteration 49Q: 3 clusters Score -1159079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1159081.000000 Penalty: 3208.046631
	Iteration 50Q: 3 clusters Score -1159081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1159084.375000 Penalty: 3208.046631
	Iteration 51Q: 3 clusters Score -1159084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1159088.625000 Penalty: 3208.046631
	Iteration 52Q: 3 clusters Score -1159089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1159093.375000 Penalty: 3208.046631
	Iteration 53Q: 3 clusters Score -1159093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1159093.000000 Penalty: 3208.046631
	Iteration 54Q: 3 clusters Score -1159093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1159094.000000 Penalty: 3208.046631
	Iteration 55Q: 3 clusters Score -1159094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1159095.000000 Penalty: 3208.046631
	Iteration 56Q: 3 clusters Score -1159095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1159095.750000 Penalty: 3208.046631
	Iteration 57Q: 3 clusters Score -1159096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1159099.125000 Penalty: 3208.046631
	Iteration 58Q: 3 clusters Score -1159099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1159103.250000 Penalty: 3208.046631
	Iteration 59Q: 3 clusters Score -1159103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1159106.500000 Penalty: 3208.046631
	Iteration 60F: 3 clusters Score -1159106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1159110.750000 Penalty: 3208.046631
	Iteration 61Q: 3 clusters Score -1159111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1159110.375000 Penalty: 3208.046631
	Iteration 62Q: 3 clusters Score -1159110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1159112.750000 Penalty: 3208.046631
	Iteration 63Q: 3 clusters Score -1159113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1159119.125000 Penalty: 3208.046631
	Iteration 64Q: 3 clusters Score -1159119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1159119.500000 Penalty: 3208.046631
	Iteration 65Q: 3 clusters Score -1159120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1159122.125000 Penalty: 3208.046631
	Iteration 66Q: 3 clusters Score -1159122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1159131.125000 Penalty: 3208.046631
	Iteration 67Q: 3 clusters Score -1159131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1159132.375000 Penalty: 3208.046631
	Iteration 68Q: 3 clusters Score -1159132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1159132.250000 Penalty: 3208.046631
	Iteration 69Q: 3 clusters Score -1159132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1159131.750000 Penalty: 3208.046631
	Iteration 70Q: 3 clusters Score -1159132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1159131.375000 Penalty: 3208.046631
	Iteration 71Q: 3 clusters Score -1159131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1159132.000000 Penalty: 3208.046631
	Iteration 72Q: 3 clusters Score -1159132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1159132.625000 Penalty: 3208.046631
	Iteration 73Q: 3 clusters Score -1159133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1159137.500000 Penalty: 3208.046631
	Iteration 74Q: 3 clusters Score -1159138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1159133.875000 Penalty: 3208.046631
	Iteration 75Q: 3 clusters Score -1159134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1159134.250000 Penalty: 3208.046631
	Iteration 76Q: 3 clusters Score -1159134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1159134.375000 Penalty: 3208.046631
	Iteration 77Q: 3 clusters Score -1159134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1159134.375000 Penalty: 3208.046631
	Iteration 78F: 3 clusters Score -1159134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Entering Unmasked Estep 
Score: -329891.343750 Penalty: 1398.226562
	Iteration 0F: 2 clusters Score -329891.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -325652.437500 Penalty: 2796.453125
	Iteration 0F: 3 clusters Score -325652.4 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -326885.406250 Penalty: 2796.453125
	Iteration 1F: 3 clusters Score -326885.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -327111.000000 Penalty: 2796.453125
	Iteration 2F: 3 clusters Score -327111 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -327344.718750 Penalty: 2796.453125
	Iteration 3F: 3 clusters Score -327344.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -327617.937500 Penalty: 2796.453125
	Iteration 4F: 3 clusters Score -327617.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -327894.437500 Penalty: 2796.453125
	Iteration 5F: 3 clusters Score -327894.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -328142.656250 Penalty: 2796.453125
	Iteration 6F: 3 clusters Score -328142.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -328311.343750 Penalty: 2796.453125
	Iteration 7Q: 3 clusters Score -328311.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -328462.031250 Penalty: 2796.453125
	Iteration 8Q: 3 clusters Score -328462 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -328543.343750 Penalty: 2796.453125
	Iteration 9Q: 3 clusters Score -328543.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -328606.500000 Penalty: 2796.453125
	Iteration 10Q: 3 clusters Score -328606.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -328660.718750 Penalty: 2796.453125
	Iteration 11Q: 3 clusters Score -328660.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -328688.718750 Penalty: 2796.453125
	Iteration 12Q: 3 clusters Score -328688.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -328718.312500 Penalty: 2796.453125
	Iteration 13Q: 3 clusters Score -328718.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -328755.218750 Penalty: 2796.453125
	Iteration 14Q: 3 clusters Score -328755.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -328794.125000 Penalty: 2796.453125
	Iteration 15Q: 3 clusters Score -328794.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -328825.031250 Penalty: 2796.453125
	Iteration 16Q: 3 clusters Score -328825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -328859.781250 Penalty: 2796.453125
	Iteration 17Q: 3 clusters Score -328859.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -328901.937500 Penalty: 2796.453125
	Iteration 18Q: 3 clusters Score -328901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -328924.156250 Penalty: 2796.453125
	Iteration 19Q: 3 clusters Score -328924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -328935.281250 Penalty: 2796.453125
	Iteration 20F: 3 clusters Score -328935.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -328945.062500 Penalty: 2796.453125
	Iteration 21Q: 3 clusters Score -328945.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -328948.531250 Penalty: 2796.453125
	Iteration 22Q: 3 clusters Score -328948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -328949.906250 Penalty: 2796.453125
	Iteration 23Q: 3 clusters Score -328949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -328951.593750 Penalty: 2796.453125
	Iteration 24Q: 3 clusters Score -328951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -328953.093750 Penalty: 2796.453125
	Iteration 25Q: 3 clusters Score -328953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -328954.968750 Penalty: 2796.453125
	Iteration 26Q: 3 clusters Score -328955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -328955.218750 Penalty: 2796.453125
	Iteration 27Q: 3 clusters Score -328955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -328956.031250 Penalty: 2796.453125
	Iteration 28Q: 3 clusters Score -328956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -328956.812500 Penalty: 2796.453125
	Iteration 29Q: 3 clusters Score -328956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -328956.812500 Penalty: 2796.453125
	Iteration 30F: 3 clusters Score -328956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -205498.609375 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -205498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -202550.859375 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -202550.9 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -203265.937500 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -203265.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -203477.015625 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -203477 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -203757.796875 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -203757.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -204008.375000 Penalty: 2642.556152
	Iteration 4F: 3 clusters Score -204008.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -204190.140625 Penalty: 2642.556152
	Iteration 5F: 3 clusters Score -204190.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -204292.859375 Penalty: 2642.556152
	Iteration 6Q: 3 clusters Score -204292.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -204382.593750 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -204382.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -204465.484375 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -204465.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -204539.046875 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -204539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -204606.390625 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -204606.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -204665.171875 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -204665.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204712.281250 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -204712.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -204771.640625 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -204771.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -204826.437500 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -204826.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204880.046875 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -204880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -204922.093750 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -204922.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -204960.953125 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -204961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -204991.640625 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -204991.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205019.046875 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -205019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -205042.156250 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -205042.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -205069.328125 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -205069.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -205088.906250 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -205088.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -205106.937500 Penalty: 2642.556152
	Iteration 23Q: 3 clusters Score -205106.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -205129.578125 Penalty: 2642.556152
	Iteration 24Q: 3 clusters Score -205129.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -205155.500000 Penalty: 2642.556152
	Iteration 25Q: 3 clusters Score -205155.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -205168.296875 Penalty: 2642.556152
	Iteration 26Q: 3 clusters Score -205168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -205177.109375 Penalty: 2642.556152
	Iteration 27Q: 3 clusters Score -205177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -205184.203125 Penalty: 2642.556152
	Iteration 28Q: 3 clusters Score -205184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -205188.015625 Penalty: 2642.556152
	Iteration 29Q: 3 clusters Score -205188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -205191.718750 Penalty: 2642.556152
	Iteration 30Q: 3 clusters Score -205191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -205193.375000 Penalty: 2642.556152
	Iteration 31Q: 3 clusters Score -205193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -205194.625000 Penalty: 2642.556152
	Iteration 32Q: 3 clusters Score -205194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -205198.453125 Penalty: 2642.556152
	Iteration 33Q: 3 clusters Score -205198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -205199.312500 Penalty: 2642.556152
	Iteration 34Q: 3 clusters Score -205199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -205199.703125 Penalty: 2642.556152
	Iteration 35Q: 3 clusters Score -205199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -205201.234375 Penalty: 2642.556152
	Iteration 36Q: 3 clusters Score -205201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -205202.156250 Penalty: 2642.556152
	Iteration 37Q: 3 clusters Score -205202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -205202.453125 Penalty: 2642.556152
	Iteration 38Q: 3 clusters Score -205202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -205202.453125 Penalty: 2642.556152
	Iteration 39F: 3 clusters Score -205202.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -77953.640625 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -77953.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -76254.804688 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -76254.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -76591.898438 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -76591.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -76679.468750 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -76679.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -76725.742188 Penalty: 2352.044189
	Iteration 3Q: 3 clusters Score -76725.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76764.617188 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -76764.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -76788.960938 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -76788.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -76804.398438 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -76804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -76809.093750 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -76809.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -76812.414062 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -76812.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76813.851562 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -76813.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76815.039062 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -76815.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76817.843750 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -76817.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76819.984375 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -76819.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76822.273438 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -76822.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -76824.398438 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -76824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -76825.601562 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -76825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -76826.343750 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -76826.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76827.117188 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -76827.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -76827.578125 Penalty: 2352.044189
	Iteration 18Q: 3 clusters Score -76827.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76827.851562 Penalty: 2352.044189
	Iteration 19Q: 3 clusters Score -76827.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76827.851562 Penalty: 2352.044189
	Iteration 20F: 3 clusters Score -76827.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Entering Unmasked Estep 
Score: -404695.875000 Penalty: 1437.345215
	Iteration 0F: 2 clusters Score -404695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -399528.250000 Penalty: 2874.690430
	Iteration 0F: 3 clusters Score -399528.2 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -401241.250000 Penalty: 2874.690430
	Iteration 1F: 3 clusters Score -401241.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -401485.031250 Penalty: 2874.690430
	Iteration 2F: 3 clusters Score -401485 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -401657.437500 Penalty: 2874.690430
	Iteration 3F: 3 clusters Score -401657.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -401774.500000 Penalty: 2874.690430
	Iteration 4Q: 3 clusters Score -401774.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -401868.750000 Penalty: 2874.690430
	Iteration 5Q: 3 clusters Score -401868.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -401964.343750 Penalty: 2874.690430
	Iteration 6Q: 3 clusters Score -401964.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -402073.312500 Penalty: 2874.690430
	Iteration 7Q: 3 clusters Score -402073.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -402202.125000 Penalty: 2874.690430
	Iteration 8Q: 3 clusters Score -402202.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -402339.093750 Penalty: 2874.690430
	Iteration 9Q: 3 clusters Score -402339.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -402487.250000 Penalty: 2874.690430
	Iteration 10Q: 3 clusters Score -402487.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -402703.781250 Penalty: 2874.690430
	Iteration 11Q: 3 clusters Score -402703.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -403108.250000 Penalty: 2874.690430
	Iteration 12Q: 3 clusters Score -403108.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -403655.000000 Penalty: 2874.690430
	Iteration 13F: 3 clusters Score -403655 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -404035.281250 Penalty: 2874.690430
	Iteration 14Q: 3 clusters Score -404035.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -404237.437500 Penalty: 2874.690430
	Iteration 15Q: 3 clusters Score -404237.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -404352.500000 Penalty: 2874.690430
	Iteration 16Q: 3 clusters Score -404352.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -404400.312500 Penalty: 2874.690430
	Iteration 17Q: 3 clusters Score -404400.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -404433.687500 Penalty: 2874.690430
	Iteration 18Q: 3 clusters Score -404433.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -404452.781250 Penalty: 2874.690430
	Iteration 19Q: 3 clusters Score -404452.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -404464.281250 Penalty: 2874.690430
	Iteration 20F: 3 clusters Score -404464.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -404474.781250 Penalty: 2874.690430
	Iteration 21Q: 3 clusters Score -404474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -404478.312500 Penalty: 2874.690430
	Iteration 22Q: 3 clusters Score -404478.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -404480.812500 Penalty: 2874.690430
	Iteration 23Q: 3 clusters Score -404480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -404482.343750 Penalty: 2874.690430
	Iteration 24Q: 3 clusters Score -404482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -404483.531250 Penalty: 2874.690430
	Iteration 25Q: 3 clusters Score -404483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -404483.750000 Penalty: 2874.690430
	Iteration 26Q: 3 clusters Score -404483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -404483.750000 Penalty: 2874.690430
	Iteration 27Q: 3 clusters Score -404483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -404485.250000 Penalty: 2874.690430
	Iteration 28Q: 3 clusters Score -404485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -404485.156250 Penalty: 2874.690430
	Iteration 29Q: 3 clusters Score -404485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -404485.156250 Penalty: 2874.690430
	Iteration 30Q: 3 clusters Score -404485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -404486.500000 Penalty: 2874.690430
	Iteration 31Q: 3 clusters Score -404486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -404486.125000 Penalty: 2874.690430
	Iteration 32Q: 3 clusters Score -404486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -404486.125000 Penalty: 2874.690430
	Iteration 33F: 3 clusters Score -404486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -170577.812500 Penalty: 1303.133667
	Iteration 0F: 2 clusters Score -170577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -167881.421875 Penalty: 2606.267334
	Iteration 0F: 3 clusters Score -167881.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -168587.078125 Penalty: 2606.267334
	Iteration 1F: 3 clusters Score -168587.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -168762.531250 Penalty: 2606.267334
	Iteration 2F: 3 clusters Score -168762.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -168912.484375 Penalty: 2606.267334
	Iteration 3F: 3 clusters Score -168912.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -169055.734375 Penalty: 2606.267334
	Iteration 4F: 3 clusters Score -169055.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -169181.500000 Penalty: 2606.267334
	Iteration 5F: 3 clusters Score -169181.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -169298.828125 Penalty: 2606.267334
	Iteration 6Q: 3 clusters Score -169298.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -169418.921875 Penalty: 2606.267334
	Iteration 7Q: 3 clusters Score -169418.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -169499.296875 Penalty: 2606.267334
	Iteration 8Q: 3 clusters Score -169499.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -169572.375000 Penalty: 2606.267334
	Iteration 9Q: 3 clusters Score -169572.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -169647.656250 Penalty: 2606.267334
	Iteration 10Q: 3 clusters Score -169647.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -169712.000000 Penalty: 2606.267334
	Iteration 11Q: 3 clusters Score -169712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169776.109375 Penalty: 2606.267334
	Iteration 12Q: 3 clusters Score -169776.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -169854.234375 Penalty: 2606.267334
	Iteration 13Q: 3 clusters Score -169854.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169944.250000 Penalty: 2606.267334
	Iteration 14Q: 3 clusters Score -169944.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -170028.484375 Penalty: 2606.267334
	Iteration 15Q: 3 clusters Score -170028.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -170089.578125 Penalty: 2606.267334
	Iteration 16Q: 3 clusters Score -170089.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -170141.984375 Penalty: 2606.267334
	Iteration 17Q: 3 clusters Score -170142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170181.390625 Penalty: 2606.267334
	Iteration 18Q: 3 clusters Score -170181.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -170217.593750 Penalty: 2606.267334
	Iteration 19Q: 3 clusters Score -170217.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170235.796875 Penalty: 2606.267334
	Iteration 20F: 3 clusters Score -170235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -170240.421875 Penalty: 2606.267334
	Iteration 21Q: 3 clusters Score -170240.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -170243.500000 Penalty: 2606.267334
	Iteration 22Q: 3 clusters Score -170243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -170245.890625 Penalty: 2606.267334
	Iteration 23Q: 3 clusters Score -170245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170246.687500 Penalty: 2606.267334
	Iteration 24Q: 3 clusters Score -170246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -170246.953125 Penalty: 2606.267334
	Iteration 25Q: 3 clusters Score -170247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -170247.796875 Penalty: 2606.267334
	Iteration 26Q: 3 clusters Score -170247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170250.031250 Penalty: 2606.267334
	Iteration 27Q: 3 clusters Score -170250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -170252.343750 Penalty: 2606.267334
	Iteration 28Q: 3 clusters Score -170252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -170254.562500 Penalty: 2606.267334
	Iteration 29Q: 3 clusters Score -170254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -170255.937500 Penalty: 2606.267334
	Iteration 30Q: 3 clusters Score -170255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -170256.703125 Penalty: 2606.267334
	Iteration 31Q: 3 clusters Score -170256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -170257.343750 Penalty: 2606.267334
	Iteration 32Q: 3 clusters Score -170257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -170257.343750 Penalty: 2606.267334
	Iteration 33F: 3 clusters Score -170257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -184983.531250 Penalty: 1311.623779
	Iteration 0F: 2 clusters Score -184983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -182160.453125 Penalty: 2623.247559
	Iteration 0F: 3 clusters Score -182160.5 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -182855.468750 Penalty: 2623.247559
	Iteration 1F: 3 clusters Score -182855.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -183002.390625 Penalty: 2623.247559
	Iteration 2F: 3 clusters Score -183002.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -183092.281250 Penalty: 2623.247559
	Iteration 3Q: 3 clusters Score -183092.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -183181.750000 Penalty: 2623.247559
	Iteration 4Q: 3 clusters Score -183181.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -183271.781250 Penalty: 2623.247559
	Iteration 5Q: 3 clusters Score -183271.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -183372.687500 Penalty: 2623.247559
	Iteration 6Q: 3 clusters Score -183372.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -183483.000000 Penalty: 2623.247559
	Iteration 7Q: 3 clusters Score -183483 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -183587.500000 Penalty: 2623.247559
	Iteration 8Q: 3 clusters Score -183587.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -183706.390625 Penalty: 2623.247559
	Iteration 9Q: 3 clusters Score -183706.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -183828.359375 Penalty: 2623.247559
	Iteration 10Q: 3 clusters Score -183828.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -183946.750000 Penalty: 2623.247559
	Iteration 11Q: 3 clusters Score -183946.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -184033.515625 Penalty: 2623.247559
	Iteration 12Q: 3 clusters Score -184033.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -184076.531250 Penalty: 2623.247559
	Iteration 13Q: 3 clusters Score -184076.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -184104.046875 Penalty: 2623.247559
	Iteration 14Q: 3 clusters Score -184104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -184119.218750 Penalty: 2623.247559
	Iteration 15Q: 3 clusters Score -184119.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -184127.625000 Penalty: 2623.247559
	Iteration 16Q: 3 clusters Score -184127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -184136.484375 Penalty: 2623.247559
	Iteration 17Q: 3 clusters Score -184136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -184139.812500 Penalty: 2623.247559
	Iteration 18Q: 3 clusters Score -184139.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -184144.828125 Penalty: 2623.247559
	Iteration 19Q: 3 clusters Score -184144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -184147.453125 Penalty: 2623.247559
	Iteration 20F: 3 clusters Score -184147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -184149.187500 Penalty: 2623.247559
	Iteration 21Q: 3 clusters Score -184149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -184150.937500 Penalty: 2623.247559
	Iteration 22Q: 3 clusters Score -184150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -184152.109375 Penalty: 2623.247559
	Iteration 23Q: 3 clusters Score -184152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -184153.500000 Penalty: 2623.247559
	Iteration 24Q: 3 clusters Score -184153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -184154.359375 Penalty: 2623.247559
	Iteration 25Q: 3 clusters Score -184154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -184154.281250 Penalty: 2623.247559
	Iteration 26Q: 3 clusters Score -184154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -184155.734375 Penalty: 2623.247559
	Iteration 27Q: 3 clusters Score -184155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -184157.562500 Penalty: 2623.247559
	Iteration 28Q: 3 clusters Score -184157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -184157.953125 Penalty: 2623.247559
	Iteration 29Q: 3 clusters Score -184158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -184157.953125 Penalty: 2623.247559
	Iteration 30F: 3 clusters Score -184158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -143758.046875 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -143758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -141330.671875 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -141330.7 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -141888.031250 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -141888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -142036.843750 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -142036.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -142119.781250 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -142119.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -142181.953125 Penalty: 2550.141846
	Iteration 4Q: 3 clusters Score -142182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -142237.968750 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -142238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -142295.421875 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -142295.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -142359.015625 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -142359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -142433.343750 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -142433.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -142517.359375 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -142517.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -142587.484375 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -142587.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -142635.390625 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -142635.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -142683.046875 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -142683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -142716.640625 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -142716.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -142740.781250 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -142740.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -142761.515625 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -142761.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -142775.093750 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -142775.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -142784.812500 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -142784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -142788.734375 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -142788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -142792.937500 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -142792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -142799.531250 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -142799.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -142808.500000 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -142808.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -142817.515625 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -142817.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -142826.078125 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -142826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -142830.156250 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -142830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -142833.828125 Penalty: 2550.141846
	Iteration 25Q: 3 clusters Score -142833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -142836.828125 Penalty: 2550.141846
	Iteration 26Q: 3 clusters Score -142836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -142838.859375 Penalty: 2550.141846
	Iteration 27Q: 3 clusters Score -142838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -142841.406250 Penalty: 2550.141846
	Iteration 28Q: 3 clusters Score -142841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -142843.406250 Penalty: 2550.141846
	Iteration 29Q: 3 clusters Score -142843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -142845.031250 Penalty: 2550.141846
	Iteration 30Q: 3 clusters Score -142845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -142846.750000 Penalty: 2550.141846
	Iteration 31Q: 3 clusters Score -142846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -142850.359375 Penalty: 2550.141846
	Iteration 32Q: 3 clusters Score -142850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -142852.546875 Penalty: 2550.141846
	Iteration 33Q: 3 clusters Score -142852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -142854.453125 Penalty: 2550.141846
	Iteration 34Q: 3 clusters Score -142854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -142855.078125 Penalty: 2550.141846
	Iteration 35Q: 3 clusters Score -142855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -142855.078125 Penalty: 2550.141846
	Iteration 36F: 3 clusters Score -142855.1 nChanged 0
--- Evaluating fit on full set of 1648792 points ---
Entering Unmasked Estep 
Score: -92952120.000000 Penalty: 93051.101562
24->41 Clusters: Score -92952120.000000, best is -92982536.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 549597 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 22729 members 
Mstep: Class 3 contains 22936 members 
Mstep: Class 4 contains 22923 members 
Mstep: Class 5 contains 22664 members 
Mstep: Class 6 contains 23014 members 
Mstep: Class 7 contains 22668 members 
Mstep: Class 8 contains 22833 members 
Mstep: Class 9 contains 23123 members 
Mstep: Class 10 contains 22639 members 
Mstep: Class 11 contains 22759 members 
Mstep: Class 12 contains 23272 members 
Mstep: Class 13 contains 23028 members 
Mstep: Class 14 contains 22830 members 
Mstep: Class 15 contains 23050 members 
Mstep: Class 16 contains 23061 members 
Mstep: Class 17 contains 23260 members 
Mstep: Class 18 contains 22788 members 
Mstep: Class 19 contains 22979 members 
Mstep: Class 20 contains 23063 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 22674 members 
Mstep: Class 23 contains 22794 members 
Mstep: Class 24 contains 22763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 560.440002 but Gain 2147.753906
Score: -27365990.000000 Penalty: 49398.316406
Iteration 0F: 24 clusters Score -2.736599e+07 nChanged 522339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1067 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 20714 members 
Mstep: Class 3 contains 16218 members 
Mstep: Class 4 contains 15468 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 6 contains 25865 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 11603 members 
Mstep: Class 9 contains 11325 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 64497 members 
Mstep: Class 12 contains 68278 members 
Mstep: Class 13 contains 55505 members 
Mstep: Class 14 contains 30929 members 
Mstep: Class 15 contains 24439 members 
Mstep: Class 16 contains 22415 members 
Mstep: Class 17 contains 19861 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 18090 members 
Mstep: Class 20 contains 24053 members 
Mstep: Class 21 contains 21960 members 
Mstep: Class 22 contains 25036 members 
Mstep: Class 23 contains 11948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29340806.000000 Penalty: 49398.316406
Iteration 1F: 24 clusters Score -2.934081e+07 nChanged 196937
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 13838 members 
Mstep: Class 4 contains 13394 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 23883 members 
Mstep: Class 7 contains 17758 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 88226 members 
Mstep: Class 12 contains 85356 members 
Mstep: Class 13 contains 72482 members 
Mstep: Class 14 contains 35283 members 
Mstep: Class 15 contains 20777 members 
Mstep: Class 16 contains 18327 members 
Mstep: Class 17 contains 17745 members 
Mstep: Class 18 contains 8142 members 
Mstep: Class 19 contains 13812 members 
Mstep: Class 20 contains 20315 members 
Mstep: Class 21 contains 12208 members 
Mstep: Class 22 contains 23729 members 
Mstep: Class 23 contains 8921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29729712.000000 Penalty: 49398.316406
Iteration 2F: 24 clusters Score -2.972971e+07 nChanged 138002
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 12386 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 24677 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 7542 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 11 contains 98439 members 
Mstep: Class 12 contains 91771 members 
Mstep: Class 13 contains 72010 members 
Mstep: Class 14 contains 37785 members 
Mstep: Class 15 contains 21822 members 
Mstep: Class 16 contains 16516 members 
Mstep: Class 17 contains 19617 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 15410 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 27284 members 
Mstep: Class 23 contains 8289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30013792.000000 Penalty: 49398.316406
Iteration 3F: 24 clusters Score -3.001379e+07 nChanged 118149
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 18484 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 5545 members 
Mstep: Class 6 contains 27601 members 
Mstep: Class 7 contains 16661 members 
Mstep: Class 8 contains 7033 members 
Mstep: Class 9 contains 8291 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 98959 members 
Mstep: Class 12 contains 110160 members 
Mstep: Class 13 contains 55128 members 
Mstep: Class 14 contains 41680 members 
Mstep: Class 15 contains 23872 members 
Mstep: Class 16 contains 16054 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 11423 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 22 contains 28052 members 
Mstep: Class 23 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1623.442017 but Gain 2147.753906
Score: -30212062.000000 Penalty: 47250.562500
Iteration 4F: 23 clusters Score -3.021206e+07 nChanged 100476
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 23608 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 29111 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 6900 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 93372 members 
Mstep: Class 12 contains 127023 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 45631 members 
Mstep: Class 15 contains 27240 members 
Mstep: Class 16 contains 14705 members 
Mstep: Class 17 contains 27012 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 9993 members 
Mstep: Class 22 contains 25683 members 
Mstep: Class 23 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30379208.000000 Penalty: 47250.562500
Iteration 5F: 23 clusters Score -3.037921e+07 nChanged 79530
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 25954 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 28531 members 
Mstep: Class 7 contains 14608 members 
Mstep: Class 8 contains 6867 members 
Mstep: Class 9 contains 10138 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 80402 members 
Mstep: Class 12 contains 142564 members 
Mstep: Class 13 contains 35836 members 
Mstep: Class 14 contains 51450 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 12918 members 
Mstep: Class 17 contains 27195 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 10375 members 
Mstep: Class 22 contains 22515 members 
Mstep: Class 23 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30517670.000000 Penalty: 47250.562500
Iteration 6F: 23 clusters Score -3.051767e+07 nChanged 63345
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 25455 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 5717 members 
Mstep: Class 6 contains 26146 members 
Mstep: Class 7 contains 13514 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 8841 members 
Mstep: Class 11 contains 63359 members 
Mstep: Class 12 contains 156230 members 
Mstep: Class 13 contains 40209 members 
Mstep: Class 14 contains 59597 members 
Mstep: Class 15 contains 27621 members 
Mstep: Class 16 contains 11475 members 
Mstep: Class 17 contains 27144 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 19 contains 4671 members 
Mstep: Class 20 contains 10980 members 
Mstep: Class 22 contains 20858 members 
Mstep: Class 23 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30603856.000000 Penalty: 47250.562500
Iteration 7F: 23 clusters Score -3.060386e+07 nChanged 49460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 9298 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 6 contains 24238 members 
Mstep: Class 7 contains 12544 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 10572 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 47760 members 
Mstep: Class 12 contains 166230 members 
Mstep: Class 13 contains 45898 members 
Mstep: Class 14 contains 67442 members 
Mstep: Class 15 contains 26750 members 
Mstep: Class 16 contains 10559 members 
Mstep: Class 17 contains 26908 members 
Mstep: Class 18 contains 2968 members 
Mstep: Class 19 contains 5902 members 
Mstep: Class 20 contains 11694 members 
Mstep: Class 22 contains 19202 members 
Mstep: Class 23 contains 7067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30653860.000000 Penalty: 47250.562500
Iteration 8F: 23 clusters Score -3.065386e+07 nChanged 38314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 23426 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 6140 members 
Mstep: Class 6 contains 22828 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 10317 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 35405 members 
Mstep: Class 12 contains 173831 members 
Mstep: Class 13 contains 51140 members 
Mstep: Class 14 contains 72931 members 
Mstep: Class 15 contains 25896 members 
Mstep: Class 16 contains 9841 members 
Mstep: Class 17 contains 26678 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 22 contains 17491 members 
Mstep: Class 23 contains 6934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30686142.000000 Penalty: 47250.562500
Iteration 9F: 23 clusters Score -3.068614e+07 nChanged 31308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 23011 members 
Mstep: Class 4 contains 7453 members 
Mstep: Class 5 contains 6256 members 
Mstep: Class 6 contains 21771 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 9976 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 25841 members 
Mstep: Class 12 contains 179472 members 
Mstep: Class 13 contains 56117 members 
Mstep: Class 14 contains 76566 members 
Mstep: Class 15 contains 24691 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 26469 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 13435 members 
Mstep: Class 22 contains 15983 members 
Mstep: Class 23 contains 6826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30709538.000000 Penalty: 47250.562500
Iteration 10F: 23 clusters Score -3.070954e+07 nChanged 25015
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 22801 members 
Mstep: Class 4 contains 6715 members 
Mstep: Class 5 contains 6350 members 
Mstep: Class 6 contains 20899 members 
Mstep: Class 7 contains 9863 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 19526 members 
Mstep: Class 12 contains 183054 members 
Mstep: Class 13 contains 60564 members 
Mstep: Class 14 contains 78855 members 
Mstep: Class 15 contains 23251 members 
Mstep: Class 16 contains 8412 members 
Mstep: Class 17 contains 26256 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 11521 members 
Mstep: Class 20 contains 14473 members 
Mstep: Class 22 contains 14630 members 
Mstep: Class 23 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30727746.000000 Penalty: 47250.562500
Iteration 11Q: 23 clusters Score -3.072775e+07 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 22707 members 
Mstep: Class 4 contains 6108 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 19793 members 
Mstep: Class 7 contains 9066 members 
Mstep: Class 8 contains 7645 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 16385 members 
Mstep: Class 12 contains 184432 members 
Mstep: Class 13 contains 64298 members 
Mstep: Class 14 contains 80087 members 
Mstep: Class 15 contains 21634 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 17 contains 26095 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 13878 members 
Mstep: Class 20 contains 15486 members 
Mstep: Class 22 contains 13479 members 
Mstep: Class 23 contains 6780 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -3.074168e+07 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1790 members 
Mstep: Class 3 contains 22745 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 18334 members 
Mstep: Class 7 contains 8342 members 
Mstep: Class 8 contains 7764 members 
Mstep: Class 9 contains 8851 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 184278 members 
Mstep: Class 13 contains 67550 members 
Mstep: Class 14 contains 80674 members 
Mstep: Class 15 contains 19918 members 
Mstep: Class 16 contains 7417 members 
Mstep: Class 17 contains 25935 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 16696 members 
Mstep: Class 20 contains 16517 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 6780 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -3.075343e+07 nChanged 15337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 22953 members 
Mstep: Class 4 contains 5283 members 
Mstep: Class 5 contains 6587 members 
Mstep: Class 6 contains 16935 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 7861 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 14265 members 
Mstep: Class 12 contains 183131 members 
Mstep: Class 13 contains 70356 members 
Mstep: Class 14 contains 81038 members 
Mstep: Class 15 contains 18248 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 17 contains 25714 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 19578 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 6760 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -3.076401e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 23560 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 7930 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 9183 members 
Mstep: Class 11 contains 13779 members 
Mstep: Class 12 contains 181038 members 
Mstep: Class 13 contains 72806 members 
Mstep: Class 14 contains 81316 members 
Mstep: Class 15 contains 16649 members 
Mstep: Class 16 contains 7135 members 
Mstep: Class 17 contains 25491 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 21991 members 
Mstep: Class 20 contains 18549 members 
Mstep: Class 22 contains 11399 members 
Mstep: Class 23 contains 6738 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -3.07747e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 24660 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 15843 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 7941 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 13402 members 
Mstep: Class 12 contains 178159 members 
Mstep: Class 13 contains 74878 members 
Mstep: Class 14 contains 81499 members 
Mstep: Class 15 contains 15174 members 
Mstep: Class 16 contains 7191 members 
Mstep: Class 17 contains 25209 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 23745 members 
Mstep: Class 20 contains 19509 members 
Mstep: Class 22 contains 11162 members 
Mstep: Class 23 contains 6719 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -3.078472e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 26675 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 15999 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 13103 members 
Mstep: Class 12 contains 174645 members 
Mstep: Class 13 contains 76604 members 
Mstep: Class 14 contains 81587 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 24909 members 
Mstep: Class 20 contains 20374 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 6705 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -3.079459e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 29610 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 16321 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 12871 members 
Mstep: Class 12 contains 170706 members 
Mstep: Class 13 contains 77909 members 
Mstep: Class 14 contains 81589 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 24694 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 25466 members 
Mstep: Class 20 contains 21069 members 
Mstep: Class 22 contains 10860 members 
Mstep: Class 23 contains 6681 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -3.080324e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 33017 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 6846 members 
Mstep: Class 6 contains 16561 members 
Mstep: Class 7 contains 5970 members 
Mstep: Class 8 contains 8179 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 8874 members 
Mstep: Class 11 contains 12664 members 
Mstep: Class 12 contains 166752 members 
Mstep: Class 13 contains 79013 members 
Mstep: Class 14 contains 81594 members 
Mstep: Class 15 contains 11881 members 
Mstep: Class 16 contains 7799 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 25611 members 
Mstep: Class 20 contains 21624 members 
Mstep: Class 22 contains 10794 members 
Mstep: Class 23 contains 6658 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -3.081087e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 35998 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 6882 members 
Mstep: Class 6 contains 16704 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 8214 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 8728 members 
Mstep: Class 11 contains 12511 members 
Mstep: Class 12 contains 163576 members 
Mstep: Class 13 contains 79923 members 
Mstep: Class 14 contains 81565 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 24466 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 25492 members 
Mstep: Class 20 contains 22069 members 
Mstep: Class 22 contains 10732 members 
Mstep: Class 23 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30818712.000000 Penalty: 47250.562500
Iteration 20F: 23 clusters Score -3.081871e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 39326 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 8141 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 160119 members 
Mstep: Class 13 contains 80619 members 
Mstep: Class 14 contains 81484 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 8736 members 
Mstep: Class 17 contains 24427 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 19 contains 25280 members 
Mstep: Class 20 contains 22433 members 
Mstep: Class 22 contains 10829 members 
Mstep: Class 23 contains 6522 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -3.082614e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 42219 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 16728 members 
Mstep: Class 7 contains 4900 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 12241 members 
Mstep: Class 12 contains 157209 members 
Mstep: Class 13 contains 81177 members 
Mstep: Class 14 contains 81372 members 
Mstep: Class 15 contains 10105 members 
Mstep: Class 16 contains 9586 members 
Mstep: Class 17 contains 24351 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 25075 members 
Mstep: Class 20 contains 22778 members 
Mstep: Class 22 contains 10874 members 
Mstep: Class 23 contains 6411 members 
Entering Unmasked Estep 
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Score: -30832034.000000 Penalty: 47250.562500
Iteration 22Q: 23 clusters Score -3.083203e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2683 members 
Mstep: Class 3 contains 44397 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 16640 members 
Mstep: Class 7 contains 4547 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 8424 members 
Mstep: Class 11 contains 12103 members 
Mstep: Class 12 contains 154957 members 
Mstep: Class 13 contains 81612 members 
Mstep: Class 14 contains 81279 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 23145 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 6283 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -3.08361e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 45926 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 16520 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 7898 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 11 contains 12008 members 
Mstep: Class 12 contains 153276 members 
Mstep: Class 13 contains 81920 members 
Mstep: Class 14 contains 81165 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 24119 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 24720 members 
Mstep: Class 20 contains 23553 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 6171 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -3.083858e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 46950 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 6 contains 16347 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 7853 members 
Mstep: Class 9 contains 5785 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 11897 members 
Mstep: Class 12 contains 152041 members 
Mstep: Class 13 contains 82161 members 
Mstep: Class 14 contains 81086 members 
Mstep: Class 15 contains 9225 members 
Mstep: Class 16 contains 12878 members 
Mstep: Class 17 contains 23990 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 24620 members 
Mstep: Class 20 contains 23970 members 
Mstep: Class 22 contains 10816 members 
Mstep: Class 23 contains 6081 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -3.084029e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 7032 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 8215 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 151038 members 
Mstep: Class 13 contains 82352 members 
Mstep: Class 14 contains 81011 members 
Mstep: Class 15 contains 9028 members 
Mstep: Class 16 contains 13948 members 
Mstep: Class 17 contains 23881 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 24551 members 
Mstep: Class 20 contains 24402 members 
Mstep: Class 22 contains 10794 members 
Mstep: Class 23 contains 6020 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -3.084141e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 48122 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 11656 members 
Mstep: Class 12 contains 150176 members 
Mstep: Class 13 contains 82479 members 
Mstep: Class 14 contains 80949 members 
Mstep: Class 15 contains 8870 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 23808 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 24474 members 
Mstep: Class 20 contains 24836 members 
Mstep: Class 22 contains 10767 members 
Mstep: Class 23 contains 5985 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -3.084249e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 48484 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 7070 members 
Mstep: Class 6 contains 15819 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 5016 members 
Mstep: Class 10 contains 8131 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 149438 members 
Mstep: Class 13 contains 82590 members 
Mstep: Class 14 contains 80902 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 16 contains 15831 members 
Mstep: Class 17 contains 23714 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 24410 members 
Mstep: Class 20 contains 25242 members 
Mstep: Class 22 contains 10740 members 
Mstep: Class 23 contains 5960 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -3.084319e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 48801 members 
Mstep: Class 4 contains 5139 members 
Mstep: Class 5 contains 7083 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 8092 members 
Mstep: Class 11 contains 11374 members 
Mstep: Class 12 contains 148801 members 
Mstep: Class 13 contains 82657 members 
Mstep: Class 14 contains 80907 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 16 contains 16596 members 
Mstep: Class 17 contains 23629 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 24354 members 
Mstep: Class 20 contains 25655 members 
Mstep: Class 22 contains 10719 members 
Mstep: Class 23 contains 5939 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -3.084382e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 49097 members 
Mstep: Class 4 contains 5199 members 
Mstep: Class 5 contains 7097 members 
Mstep: Class 6 contains 15415 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 8042 members 
Mstep: Class 11 contains 11180 members 
Mstep: Class 12 contains 148241 members 
Mstep: Class 13 contains 82690 members 
Mstep: Class 14 contains 80945 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 17252 members 
Mstep: Class 17 contains 23535 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 24306 members 
Mstep: Class 20 contains 26059 members 
Mstep: Class 22 contains 10697 members 
Mstep: Class 23 contains 5924 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -3.084433e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 49413 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 7111 members 
Mstep: Class 6 contains 15201 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 7790 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 10975 members 
Mstep: Class 12 contains 147698 members 
Mstep: Class 13 contains 82677 members 
Mstep: Class 14 contains 81042 members 
Mstep: Class 15 contains 8508 members 
Mstep: Class 16 contains 17807 members 
Mstep: Class 17 contains 23452 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 24262 members 
Mstep: Class 20 contains 26416 members 
Mstep: Class 22 contains 10691 members 
Mstep: Class 23 contains 5921 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -3.084499e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 49721 members 
Mstep: Class 4 contains 5319 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 15008 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 7780 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 7961 members 
Mstep: Class 11 contains 10733 members 
Mstep: Class 12 contains 147171 members 
Mstep: Class 13 contains 82600 members 
Mstep: Class 14 contains 81195 members 
Mstep: Class 15 contains 8444 members 
Mstep: Class 16 contains 18319 members 
Mstep: Class 17 contains 23369 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 24213 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 5919 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -3.084607e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 49994 members 
Mstep: Class 4 contains 5367 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 14830 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 7926 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 146717 members 
Mstep: Class 13 contains 82440 members 
Mstep: Class 14 contains 81431 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 18743 members 
Mstep: Class 17 contains 23283 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 24173 members 
Mstep: Class 20 contains 27097 members 
Mstep: Class 22 contains 10696 members 
Mstep: Class 23 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30847966.000000 Penalty: 47250.562500
Iteration 33Q: 23 clusters Score -3.084797e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 50263 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 7134 members 
Mstep: Class 6 contains 14653 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 7893 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 146285 members 
Mstep: Class 13 contains 82163 members 
Mstep: Class 14 contains 81652 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 19043 members 
Mstep: Class 17 contains 23216 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 24154 members 
Mstep: Class 20 contains 27396 members 
Mstep: Class 22 contains 10694 members 
Mstep: Class 23 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30849400.000000 Penalty: 47250.562500
Iteration 34Q: 23 clusters Score -3.08494e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 50490 members 
Mstep: Class 4 contains 5452 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 14530 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 10659 members 
Mstep: Class 12 contains 145894 members 
Mstep: Class 13 contains 81920 members 
Mstep: Class 14 contains 81683 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 19246 members 
Mstep: Class 17 contains 23156 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 24127 members 
Mstep: Class 20 contains 27677 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30849688.000000 Penalty: 47250.562500
Iteration 35Q: 23 clusters Score -3.084969e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 50718 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 14388 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 10752 members 
Mstep: Class 12 contains 145531 members 
Mstep: Class 13 contains 81768 members 
Mstep: Class 14 contains 81675 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 19412 members 
Mstep: Class 17 contains 23095 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 24105 members 
Mstep: Class 20 contains 27926 members 
Mstep: Class 22 contains 10687 members 
Mstep: Class 23 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30849876.000000 Penalty: 47250.562500
Iteration 36Q: 23 clusters Score -3.084988e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 50945 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 14260 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 145212 members 
Mstep: Class 13 contains 81653 members 
Mstep: Class 14 contains 81665 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 23029 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 24077 members 
Mstep: Class 20 contains 28163 members 
Mstep: Class 22 contains 10686 members 
Mstep: Class 23 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30850012.000000 Penalty: 47250.562500
Iteration 37Q: 23 clusters Score -3.085001e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 51156 members 
Mstep: Class 4 contains 5602 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 144918 members 
Mstep: Class 13 contains 81575 members 
Mstep: Class 14 contains 81657 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 22974 members 
Mstep: Class 18 contains 1935 members 
Mstep: Class 19 contains 24056 members 
Mstep: Class 20 contains 28415 members 
Mstep: Class 22 contains 10684 members 
Mstep: Class 23 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30850014.000000 Penalty: 47250.562500
Iteration 38Q: 23 clusters Score -3.085001e+07 nChanged 1069
Entering ConstructFrom: 
Score: -30850014.000000 Penalty: 47250.562500
Entering ConstructFrom: 
Trying to split cluster 1 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -271875.843750 Penalty: 1372.948608
	Iteration 0F: 2 clusters Score -271875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -268131.906250 Penalty: 2745.897217
	Iteration 0F: 3 clusters Score -268131.9 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -269495.343750 Penalty: 2745.897217
	Iteration 1F: 3 clusters Score -269495.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -270262.312500 Penalty: 2745.897217
	Iteration 2F: 3 clusters Score -270262.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -271606.000000 Penalty: 2745.897217
	Iteration 3F: 3 clusters Score -271606 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -272722.125000 Penalty: 2745.897217
	Iteration 4F: 3 clusters Score -272722.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -273048.437500 Penalty: 2745.897217
	Iteration 5F: 3 clusters Score -273048.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -273124.343750 Penalty: 2745.897217
	Iteration 6Q: 3 clusters Score -273124.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -273165.531250 Penalty: 2745.897217
	Iteration 7Q: 3 clusters Score -273165.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273186.031250 Penalty: 2745.897217
	Iteration 8Q: 3 clusters Score -273186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -273200.156250 Penalty: 2745.897217
	Iteration 9Q: 3 clusters Score -273200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -273215.406250 Penalty: 2745.897217
	Iteration 10Q: 3 clusters Score -273215.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -273221.125000 Penalty: 2745.897217
	Iteration 11Q: 3 clusters Score -273221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -273227.062500 Penalty: 2745.897217
	Iteration 12Q: 3 clusters Score -273227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -273232.031250 Penalty: 2745.897217
	Iteration 13Q: 3 clusters Score -273232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -273234.343750 Penalty: 2745.897217
	Iteration 14Q: 3 clusters Score -273234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -273238.156250 Penalty: 2745.897217
	Iteration 15Q: 3 clusters Score -273238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273239.875000 Penalty: 2745.897217
	Iteration 16Q: 3 clusters Score -273239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273239.875000 Penalty: 2745.897217
	Iteration 17F: 3 clusters Score -273239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 144639 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 81641 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Entering Unmasked Estep 
Score: -30850594.000000 Penalty: 49398.316406
Splitting cluster 1 changes total score from -30850014.000000 to -30850594.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -171322.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -171322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -168451.718750 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -168451.7 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -169184.593750 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -169184.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -169355.796875 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -169355.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -169484.156250 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -169484.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -169590.718750 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -169590.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -169669.218750 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -169669.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -169731.343750 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -169731.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -169774.343750 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -169774.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -169805.812500 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -169805.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -169836.468750 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -169836.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -169863.000000 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -169863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -169899.906250 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -169899.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -169942.250000 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -169942.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -169977.343750 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -169977.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -170033.781250 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -170033.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -170087.687500 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -170087.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -170121.578125 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -170121.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -170157.515625 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -170157.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -170192.796875 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -170192.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -170224.765625 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -170224.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -170251.234375 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -170251.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -170272.500000 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -170272.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -170282.281250 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -170282.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -170295.234375 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -170295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170303.812500 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -170303.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -170313.140625 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -170313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -170319.062500 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -170319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170325.046875 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -170325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170329.875000 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -170329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170332.250000 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -170332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -170334.375000 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -170334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170335.890625 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -170335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170336.250000 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -170336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -170336.671875 Penalty: 2626.177979
	Iteration 33Q: 3 clusters Score -170336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -170336.312500 Penalty: 2626.177979
	Iteration 34Q: 3 clusters Score -170336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170336.484375 Penalty: 2626.177979
	Iteration 35Q: 3 clusters Score -170336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -170336.484375 Penalty: 2626.177979
	Iteration 36Q: 3 clusters Score -170336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -170336.484375 Penalty: 2626.177979
	Iteration 37F: 3 clusters Score -170336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Entering Unmasked Estep 
Score: -3116318.750000 Penalty: 1762.597046
	Iteration 0F: 2 clusters Score -3116319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3081945.500000 Penalty: 3525.194092
	Iteration 0F: 3 clusters Score -3081946 nChanged 24080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3095834.500000 Penalty: 3525.194092
	Iteration 1F: 3 clusters Score -3095834 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3096622.500000 Penalty: 3525.194092
	Iteration 2Q: 3 clusters Score -3096622 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3097784.250000 Penalty: 3525.194092
	Iteration 3Q: 3 clusters Score -3097784 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3099491.000000 Penalty: 3525.194092
	Iteration 4F: 3 clusters Score -3099491 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3101582.500000 Penalty: 3525.194092
	Iteration 5F: 3 clusters Score -3101582 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3103622.250000 Penalty: 3525.194092
	Iteration 6F: 3 clusters Score -3103622 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3105243.000000 Penalty: 3525.194092
	Iteration 7F: 3 clusters Score -3105243 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3106349.000000 Penalty: 3525.194092
	Iteration 8Q: 3 clusters Score -3106349 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3107249.500000 Penalty: 3525.194092
	Iteration 9Q: 3 clusters Score -3107250 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3108035.250000 Penalty: 3525.194092
	Iteration 10Q: 3 clusters Score -3108035 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3108778.750000 Penalty: 3525.194092
	Iteration 11Q: 3 clusters Score -3108779 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3109541.500000 Penalty: 3525.194092
	Iteration 12Q: 3 clusters Score -3109542 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3110286.750000 Penalty: 3525.194092
	Iteration 13Q: 3 clusters Score -3110287 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3111019.250000 Penalty: 3525.194092
	Iteration 14Q: 3 clusters Score -3111019 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3111713.750000 Penalty: 3525.194092
	Iteration 15Q: 3 clusters Score -3111714 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3112331.500000 Penalty: 3525.194092
	Iteration 16Q: 3 clusters Score -3112332 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3112893.750000 Penalty: 3525.194092
	Iteration 17Q: 3 clusters Score -3112894 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3113331.000000 Penalty: 3525.194092
	Iteration 18Q: 3 clusters Score -3113331 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3113708.250000 Penalty: 3525.194092
	Iteration 19Q: 3 clusters Score -3113708 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3113987.250000 Penalty: 3525.194092
	Iteration 20F: 3 clusters Score -3113987 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3114239.250000 Penalty: 3525.194092
	Iteration 21Q: 3 clusters Score -3114239 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3114422.250000 Penalty: 3525.194092
	Iteration 22Q: 3 clusters Score -3114422 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3114566.000000 Penalty: 3525.194092
	Iteration 23Q: 3 clusters Score -3114566 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3114675.750000 Penalty: 3525.194092
	Iteration 24Q: 3 clusters Score -3114676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3114785.750000 Penalty: 3525.194092
	Iteration 25Q: 3 clusters Score -3114786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3114860.750000 Penalty: 3525.194092
	Iteration 26Q: 3 clusters Score -3114861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3114925.750000 Penalty: 3525.194092
	Iteration 27Q: 3 clusters Score -3114926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3114958.750000 Penalty: 3525.194092
	Iteration 28Q: 3 clusters Score -3114959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3114964.750000 Penalty: 3525.194092
	Iteration 29Q: 3 clusters Score -3114965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3114984.750000 Penalty: 3525.194092
	Iteration 30Q: 3 clusters Score -3114985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3114991.250000 Penalty: 3525.194092
	Iteration 31Q: 3 clusters Score -3114991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3114996.750000 Penalty: 3525.194092
	Iteration 32Q: 3 clusters Score -3114997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3115003.500000 Penalty: 3525.194092
	Iteration 33Q: 3 clusters Score -3115004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3115007.500000 Penalty: 3525.194092
	Iteration 34Q: 3 clusters Score -3115008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3115008.000000 Penalty: 3525.194092
	Iteration 35Q: 3 clusters Score -3115008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3115017.000000 Penalty: 3525.194092
	Iteration 36Q: 3 clusters Score -3115017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3115017.250000 Penalty: 3525.194092
	Iteration 37Q: 3 clusters Score -3115017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3115021.250000 Penalty: 3525.194092
	Iteration 38Q: 3 clusters Score -3115021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3115021.500000 Penalty: 3525.194092
	Iteration 39Q: 3 clusters Score -3115022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3115022.250000 Penalty: 3525.194092
	Iteration 40F: 3 clusters Score -3115022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3115029.000000 Penalty: 3525.194092
	Iteration 41Q: 3 clusters Score -3115029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3115026.000000 Penalty: 3525.194092
	Iteration 42Q: 3 clusters Score -3115026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3115034.250000 Penalty: 3525.194092
	Iteration 43Q: 3 clusters Score -3115034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3115035.000000 Penalty: 3525.194092
	Iteration 44Q: 3 clusters Score -3115035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3115037.000000 Penalty: 3525.194092
	Iteration 45Q: 3 clusters Score -3115037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3115032.250000 Penalty: 3525.194092
	Iteration 46Q: 3 clusters Score -3115032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3115034.500000 Penalty: 3525.194092
	Iteration 47Q: 3 clusters Score -3115034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3115035.250000 Penalty: 3525.194092
	Iteration 48Q: 3 clusters Score -3115035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3115034.500000 Penalty: 3525.194092
	Iteration 49Q: 3 clusters Score -3115034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3115040.250000 Penalty: 3525.194092
	Iteration 50Q: 3 clusters Score -3115040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3115038.750000 Penalty: 3525.194092
	Iteration 51Q: 3 clusters Score -3115039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3115038.750000 Penalty: 3525.194092
	Iteration 52Q: 3 clusters Score -3115039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3115037.500000 Penalty: 3525.194092
	Iteration 53Q: 3 clusters Score -3115038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3115039.250000 Penalty: 3525.194092
	Iteration 54Q: 3 clusters Score -3115039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3115040.000000 Penalty: 3525.194092
	Iteration 55Q: 3 clusters Score -3115040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3115040.000000 Penalty: 3525.194092
	Iteration 56F: 3 clusters Score -3115040 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: -296166.718750 Penalty: 1403.673950
	Iteration 0F: 2 clusters Score -296166.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -291724.250000 Penalty: 2807.347900
	Iteration 0F: 3 clusters Score -291724.2 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -292908.312500 Penalty: 2807.347900
	Iteration 1F: 3 clusters Score -292908.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -293184.218750 Penalty: 2807.347900
	Iteration 2F: 3 clusters Score -293184.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -293437.968750 Penalty: 2807.347900
	Iteration 3F: 3 clusters Score -293438 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -293658.281250 Penalty: 2807.347900
	Iteration 4F: 3 clusters Score -293658.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -293860.906250 Penalty: 2807.347900
	Iteration 5F: 3 clusters Score -293860.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -294115.562500 Penalty: 2807.347900
	Iteration 6F: 3 clusters Score -294115.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -294394.250000 Penalty: 2807.347900
	Iteration 7F: 3 clusters Score -294394.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -294710.093750 Penalty: 2807.347900
	Iteration 8F: 3 clusters Score -294710.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -295054.781250 Penalty: 2807.347900
	Iteration 9F: 3 clusters Score -295054.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -295387.656250 Penalty: 2807.347900
	Iteration 10F: 3 clusters Score -295387.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -295641.625000 Penalty: 2807.347900
	Iteration 11Q: 3 clusters Score -295641.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -295785.593750 Penalty: 2807.347900
	Iteration 12Q: 3 clusters Score -295785.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -295865.031250 Penalty: 2807.347900
	Iteration 13Q: 3 clusters Score -295865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -295912.843750 Penalty: 2807.347900
	Iteration 14Q: 3 clusters Score -295912.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -295937.718750 Penalty: 2807.347900
	Iteration 15Q: 3 clusters Score -295937.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -295946.281250 Penalty: 2807.347900
	Iteration 16Q: 3 clusters Score -295946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -295951.468750 Penalty: 2807.347900
	Iteration 17Q: 3 clusters Score -295951.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -295955.875000 Penalty: 2807.347900
	Iteration 18Q: 3 clusters Score -295955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -295958.968750 Penalty: 2807.347900
	Iteration 19Q: 3 clusters Score -295959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -295961.000000 Penalty: 2807.347900
	Iteration 20F: 3 clusters Score -295961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -295963.156250 Penalty: 2807.347900
	Iteration 21Q: 3 clusters Score -295963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -295964.031250 Penalty: 2807.347900
	Iteration 22Q: 3 clusters Score -295964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -295965.343750 Penalty: 2807.347900
	Iteration 23Q: 3 clusters Score -295965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -295965.343750 Penalty: 2807.347900
	Iteration 24F: 3 clusters Score -295965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Entering Unmasked Estep 
Score: -392261.437500 Penalty: 1441.573975
	Iteration 0F: 2 clusters Score -392261.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -387035.656250 Penalty: 2883.147949
	Iteration 0F: 3 clusters Score -387035.7 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -389310.906250 Penalty: 2883.147949
	Iteration 1F: 3 clusters Score -389310.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -390296.312500 Penalty: 2883.147949
	Iteration 2F: 3 clusters Score -390296.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -391618.281250 Penalty: 2883.147949
	Iteration 3F: 3 clusters Score -391618.3 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -394025.718750 Penalty: 2883.147949
	Iteration 4F: 3 clusters Score -394025.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -396494.062500 Penalty: 2883.147949
	Iteration 5F: 3 clusters Score -396494.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -397023.968750 Penalty: 2883.147949
	Iteration 6Q: 3 clusters Score -397024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -397189.593750 Penalty: 2883.147949
	Iteration 7Q: 3 clusters Score -397189.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -397236.437500 Penalty: 2883.147949
	Iteration 8Q: 3 clusters Score -397236.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -397255.375000 Penalty: 2883.147949
	Iteration 9Q: 3 clusters Score -397255.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -397264.281250 Penalty: 2883.147949
	Iteration 10Q: 3 clusters Score -397264.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -397280.906250 Penalty: 2883.147949
	Iteration 11Q: 3 clusters Score -397280.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -397314.718750 Penalty: 2883.147949
	Iteration 12Q: 3 clusters Score -397314.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -397359.437500 Penalty: 2883.147949
	Iteration 13Q: 3 clusters Score -397359.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -397426.281250 Penalty: 2883.147949
	Iteration 14Q: 3 clusters Score -397426.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -397578.593750 Penalty: 2883.147949
	Iteration 15Q: 3 clusters Score -397578.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -397918.781250 Penalty: 2883.147949
	Iteration 16Q: 3 clusters Score -397918.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -398326.312500 Penalty: 2883.147949
	Iteration 17Q: 3 clusters Score -398326.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -398408.781250 Penalty: 2883.147949
	Iteration 18Q: 3 clusters Score -398408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -398419.250000 Penalty: 2883.147949
	Iteration 19Q: 3 clusters Score -398419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -398420.750000 Penalty: 2883.147949
	Iteration 20F: 3 clusters Score -398420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 144639 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 81641 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Entering Unmasked Estep 
Score: -30856028.000000 Penalty: 51546.070312
Splitting cluster 5 changes total score from -30850014.000000 to -30856028.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (13990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Entering Unmasked Estep 
Score: -845182.125000 Penalty: 1551.240845
	Iteration 0F: 2 clusters Score -845182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -835451.062500 Penalty: 3102.481689
	Iteration 0F: 3 clusters Score -835451.1 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -838759.625000 Penalty: 3102.481689
	Iteration 1F: 3 clusters Score -838759.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -839073.812500 Penalty: 3102.481689
	Iteration 2F: 3 clusters Score -839073.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -839365.125000 Penalty: 3102.481689
	Iteration 3Q: 3 clusters Score -839365.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -839691.562500 Penalty: 3102.481689
	Iteration 4Q: 3 clusters Score -839691.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -840031.062500 Penalty: 3102.481689
	Iteration 5Q: 3 clusters Score -840031.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -840426.125000 Penalty: 3102.481689
	Iteration 6Q: 3 clusters Score -840426.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -840882.625000 Penalty: 3102.481689
	Iteration 7Q: 3 clusters Score -840882.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -841393.437500 Penalty: 3102.481689
	Iteration 8F: 3 clusters Score -841393.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -841857.750000 Penalty: 3102.481689
	Iteration 9Q: 3 clusters Score -841857.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -842299.625000 Penalty: 3102.481689
	Iteration 10Q: 3 clusters Score -842299.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -842693.500000 Penalty: 3102.481689
	Iteration 11Q: 3 clusters Score -842693.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -843001.625000 Penalty: 3102.481689
	Iteration 12Q: 3 clusters Score -843001.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -843276.250000 Penalty: 3102.481689
	Iteration 13Q: 3 clusters Score -843276.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -843509.812500 Penalty: 3102.481689
	Iteration 14Q: 3 clusters Score -843509.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -843704.812500 Penalty: 3102.481689
	Iteration 15Q: 3 clusters Score -843704.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -843915.250000 Penalty: 3102.481689
	Iteration 16Q: 3 clusters Score -843915.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -844037.375000 Penalty: 3102.481689
	Iteration 17Q: 3 clusters Score -844037.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -844111.500000 Penalty: 3102.481689
	Iteration 18Q: 3 clusters Score -844111.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -844146.250000 Penalty: 3102.481689
	Iteration 19Q: 3 clusters Score -844146.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -844159.437500 Penalty: 3102.481689
	Iteration 20F: 3 clusters Score -844159.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -844176.687500 Penalty: 3102.481689
	Iteration 21Q: 3 clusters Score -844176.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -844186.062500 Penalty: 3102.481689
	Iteration 22Q: 3 clusters Score -844186.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -844198.000000 Penalty: 3102.481689
	Iteration 23Q: 3 clusters Score -844198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -844209.062500 Penalty: 3102.481689
	Iteration 24Q: 3 clusters Score -844209.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -844220.312500 Penalty: 3102.481689
	Iteration 25Q: 3 clusters Score -844220.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -844227.937500 Penalty: 3102.481689
	Iteration 26Q: 3 clusters Score -844227.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -844230.812500 Penalty: 3102.481689
	Iteration 27Q: 3 clusters Score -844230.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -844237.187500 Penalty: 3102.481689
	Iteration 28Q: 3 clusters Score -844237.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -844243.687500 Penalty: 3102.481689
	Iteration 29Q: 3 clusters Score -844243.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -844250.687500 Penalty: 3102.481689
	Iteration 30Q: 3 clusters Score -844250.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -844257.687500 Penalty: 3102.481689
	Iteration 31Q: 3 clusters Score -844257.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -844263.812500 Penalty: 3102.481689
	Iteration 32Q: 3 clusters Score -844263.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -844269.562500 Penalty: 3102.481689
	Iteration 33Q: 3 clusters Score -844269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -844273.437500 Penalty: 3102.481689
	Iteration 34Q: 3 clusters Score -844273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -844276.750000 Penalty: 3102.481689
	Iteration 35Q: 3 clusters Score -844276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -844279.562500 Penalty: 3102.481689
	Iteration 36Q: 3 clusters Score -844279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -844283.000000 Penalty: 3102.481689
	Iteration 37Q: 3 clusters Score -844283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -844285.000000 Penalty: 3102.481689
	Iteration 38Q: 3 clusters Score -844285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -844285.125000 Penalty: 3102.481689
	Iteration 39Q: 3 clusters Score -844285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -844287.687500 Penalty: 3102.481689
	Iteration 40F: 3 clusters Score -844287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -844287.312500 Penalty: 3102.481689
	Iteration 41Q: 3 clusters Score -844287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -844288.500000 Penalty: 3102.481689
	Iteration 42Q: 3 clusters Score -844288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -844286.875000 Penalty: 3102.481689
	Iteration 43Q: 3 clusters Score -844286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -844286.875000 Penalty: 3102.481689
	Iteration 44F: 3 clusters Score -844286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -113922.312500 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -113922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -111507.164062 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -111507.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -112457.703125 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -112457.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -112834.664062 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -112834.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -113109.664062 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -113109.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -113246.687500 Penalty: 2556.186035
	Iteration 4F: 3 clusters Score -113246.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -113322.664062 Penalty: 2556.186035
	Iteration 5Q: 3 clusters Score -113322.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -113389.750000 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -113389.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -113483.531250 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -113483.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -113539.476562 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -113539.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -113569.492188 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -113569.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -113588.164062 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -113588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113608.562500 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -113608.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -113625.046875 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -113625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -113639.367188 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -113639.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -113662.367188 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -113662.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -113684.929688 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -113684.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -113698.257812 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -113698.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -113708.476562 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -113708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -113714.773438 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -113714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -113718.437500 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -113718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -113729.320312 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -113729.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -113740.414062 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -113740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -113751.851562 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -113751.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -113759.046875 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -113759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -113764.679688 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -113764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -113767.890625 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -113767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -113769.023438 Penalty: 2556.186035
	Iteration 26Q: 3 clusters Score -113769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113770.070312 Penalty: 2556.186035
	Iteration 27Q: 3 clusters Score -113770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -113770.398438 Penalty: 2556.186035
	Iteration 28Q: 3 clusters Score -113770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -113770.757812 Penalty: 2556.186035
	Iteration 29Q: 3 clusters Score -113770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -113771.000000 Penalty: 2556.186035
	Iteration 30Q: 3 clusters Score -113771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -113771.664062 Penalty: 2556.186035
	Iteration 31Q: 3 clusters Score -113771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -113771.664062 Penalty: 2556.186035
	Iteration 32F: 3 clusters Score -113771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Entering Unmasked Estep 
Score: -393817.937500 Penalty: 1455.616455
	Iteration 0F: 2 clusters Score -393817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -388194.718750 Penalty: 2911.232910
	Iteration 0F: 3 clusters Score -388194.7 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -391372.375000 Penalty: 2911.232910
	Iteration 1F: 3 clusters Score -391372.4 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -393701.750000 Penalty: 2911.232910
	Iteration 2F: 3 clusters Score -393701.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -394997.656250 Penalty: 2911.232910
	Iteration 3F: 3 clusters Score -394997.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -395425.500000 Penalty: 2911.232910
	Iteration 4F: 3 clusters Score -395425.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -395597.718750 Penalty: 2911.232910
	Iteration 5Q: 3 clusters Score -395597.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -395667.031250 Penalty: 2911.232910
	Iteration 6Q: 3 clusters Score -395667 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -395702.343750 Penalty: 2911.232910
	Iteration 7Q: 3 clusters Score -395702.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -395721.781250 Penalty: 2911.232910
	Iteration 8Q: 3 clusters Score -395721.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -395743.406250 Penalty: 2911.232910
	Iteration 9Q: 3 clusters Score -395743.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -395761.156250 Penalty: 2911.232910
	Iteration 10Q: 3 clusters Score -395761.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -395775.281250 Penalty: 2911.232910
	Iteration 11Q: 3 clusters Score -395775.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -395787.406250 Penalty: 2911.232910
	Iteration 12Q: 3 clusters Score -395787.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -395801.062500 Penalty: 2911.232910
	Iteration 13Q: 3 clusters Score -395801.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -395814.656250 Penalty: 2911.232910
	Iteration 14Q: 3 clusters Score -395814.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -395823.312500 Penalty: 2911.232910
	Iteration 15Q: 3 clusters Score -395823.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -395828.937500 Penalty: 2911.232910
	Iteration 16Q: 3 clusters Score -395828.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -395835.125000 Penalty: 2911.232910
	Iteration 17Q: 3 clusters Score -395835.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -395841.968750 Penalty: 2911.232910
	Iteration 18Q: 3 clusters Score -395842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -395852.000000 Penalty: 2911.232910
	Iteration 19Q: 3 clusters Score -395852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -395859.250000 Penalty: 2911.232910
	Iteration 20F: 3 clusters Score -395859.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -395866.531250 Penalty: 2911.232910
	Iteration 21Q: 3 clusters Score -395866.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -395870.562500 Penalty: 2911.232910
	Iteration 22Q: 3 clusters Score -395870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -395874.437500 Penalty: 2911.232910
	Iteration 23Q: 3 clusters Score -395874.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -395878.187500 Penalty: 2911.232910
	Iteration 24Q: 3 clusters Score -395878.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -395883.437500 Penalty: 2911.232910
	Iteration 25Q: 3 clusters Score -395883.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -395887.937500 Penalty: 2911.232910
	Iteration 26Q: 3 clusters Score -395887.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -395892.562500 Penalty: 2911.232910
	Iteration 27Q: 3 clusters Score -395892.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -395899.750000 Penalty: 2911.232910
	Iteration 28Q: 3 clusters Score -395899.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -395906.687500 Penalty: 2911.232910
	Iteration 29Q: 3 clusters Score -395906.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -395912.312500 Penalty: 2911.232910
	Iteration 30Q: 3 clusters Score -395912.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -395920.406250 Penalty: 2911.232910
	Iteration 31Q: 3 clusters Score -395920.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -395934.093750 Penalty: 2911.232910
	Iteration 32Q: 3 clusters Score -395934.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -395957.593750 Penalty: 2911.232910
	Iteration 33Q: 3 clusters Score -395957.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -396003.156250 Penalty: 2911.232910
	Iteration 34Q: 3 clusters Score -396003.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -396103.156250 Penalty: 2911.232910
	Iteration 35Q: 3 clusters Score -396103.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -396309.531250 Penalty: 2911.232910
	Iteration 36Q: 3 clusters Score -396309.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -396640.781250 Penalty: 2911.232910
	Iteration 37Q: 3 clusters Score -396640.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -397059.156250 Penalty: 2911.232910
	Iteration 38Q: 3 clusters Score -397059.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -397371.031250 Penalty: 2911.232910
	Iteration 39Q: 3 clusters Score -397371 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -397572.937500 Penalty: 2911.232910
	Iteration 40F: 3 clusters Score -397572.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -397833.312500 Penalty: 2911.232910
	Iteration 41Q: 3 clusters Score -397833.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -398009.406250 Penalty: 2911.232910
	Iteration 42Q: 3 clusters Score -398009.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -398101.656250 Penalty: 2911.232910
	Iteration 43Q: 3 clusters Score -398101.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -398157.468750 Penalty: 2911.232910
	Iteration 44Q: 3 clusters Score -398157.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -398192.781250 Penalty: 2911.232910
	Iteration 45Q: 3 clusters Score -398192.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -398224.312500 Penalty: 2911.232910
	Iteration 46Q: 3 clusters Score -398224.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -398237.781250 Penalty: 2911.232910
	Iteration 47Q: 3 clusters Score -398237.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -398245.875000 Penalty: 2911.232910
	Iteration 48Q: 3 clusters Score -398245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -398251.031250 Penalty: 2911.232910
	Iteration 49Q: 3 clusters Score -398251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -398255.968750 Penalty: 2911.232910
	Iteration 50Q: 3 clusters Score -398256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -398264.531250 Penalty: 2911.232910
	Iteration 51Q: 3 clusters Score -398264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -398270.968750 Penalty: 2911.232910
	Iteration 52Q: 3 clusters Score -398271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -398275.187500 Penalty: 2911.232910
	Iteration 53Q: 3 clusters Score -398275.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -398277.656250 Penalty: 2911.232910
	Iteration 54Q: 3 clusters Score -398277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -398277.593750 Penalty: 2911.232910
	Iteration 55Q: 3 clusters Score -398277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -398277.437500 Penalty: 2911.232910
	Iteration 56Q: 3 clusters Score -398277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -398278.593750 Penalty: 2911.232910
	Iteration 57Q: 3 clusters Score -398278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -398278.281250 Penalty: 2911.232910
	Iteration 58Q: 3 clusters Score -398278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -398278.718750 Penalty: 2911.232910
	Iteration 59Q: 3 clusters Score -398278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -398278.531250 Penalty: 2911.232910
	Iteration 60F: 3 clusters Score -398278.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 144639 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 81641 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Entering Unmasked Estep 
Score: -30859784.000000 Penalty: 53693.824219
Splitting cluster 8 changes total score from -30850014.000000 to -30859784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -237823.062500 Penalty: 1366.416504
	Iteration 0F: 2 clusters Score -237823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -234242.578125 Penalty: 2732.833008
	Iteration 0F: 3 clusters Score -234242.6 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -235301.593750 Penalty: 2732.833008
	Iteration 1F: 3 clusters Score -235301.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -235721.296875 Penalty: 2732.833008
	Iteration 2F: 3 clusters Score -235721.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -236348.781250 Penalty: 2732.833008
	Iteration 3F: 3 clusters Score -236348.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -237058.906250 Penalty: 2732.833008
	Iteration 4F: 3 clusters Score -237058.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -237770.390625 Penalty: 2732.833008
	Iteration 5F: 3 clusters Score -237770.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -238274.140625 Penalty: 2732.833008
	Iteration 6F: 3 clusters Score -238274.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -238612.984375 Penalty: 2732.833008
	Iteration 7Q: 3 clusters Score -238613 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -238940.937500 Penalty: 2732.833008
	Iteration 8Q: 3 clusters Score -238940.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -239142.484375 Penalty: 2732.833008
	Iteration 9Q: 3 clusters Score -239142.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -239294.843750 Penalty: 2732.833008
	Iteration 10Q: 3 clusters Score -239294.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -239421.437500 Penalty: 2732.833008
	Iteration 11Q: 3 clusters Score -239421.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -239520.812500 Penalty: 2732.833008
	Iteration 12Q: 3 clusters Score -239520.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -239572.718750 Penalty: 2732.833008
	Iteration 13Q: 3 clusters Score -239572.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -239618.875000 Penalty: 2732.833008
	Iteration 14Q: 3 clusters Score -239618.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -239651.515625 Penalty: 2732.833008
	Iteration 15Q: 3 clusters Score -239651.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -239684.593750 Penalty: 2732.833008
	Iteration 16Q: 3 clusters Score -239684.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -239726.125000 Penalty: 2732.833008
	Iteration 17Q: 3 clusters Score -239726.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -239822.187500 Penalty: 2732.833008
	Iteration 18Q: 3 clusters Score -239822.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -240038.718750 Penalty: 2732.833008
	Iteration 19Q: 3 clusters Score -240038.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -240208.750000 Penalty: 2732.833008
	Iteration 20F: 3 clusters Score -240208.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -240265.359375 Penalty: 2732.833008
	Iteration 21Q: 3 clusters Score -240265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240278.562500 Penalty: 2732.833008
	Iteration 22Q: 3 clusters Score -240278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -240284.046875 Penalty: 2732.833008
	Iteration 23Q: 3 clusters Score -240284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -240287.625000 Penalty: 2732.833008
	Iteration 24Q: 3 clusters Score -240287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -240289.468750 Penalty: 2732.833008
	Iteration 25Q: 3 clusters Score -240289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -240289.468750 Penalty: 2732.833008
	Iteration 26F: 3 clusters Score -240289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 144639 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 81641 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Entering Unmasked Estep 
Score: -30861410.000000 Penalty: 55841.574219
Splitting cluster 9 changes total score from -30850014.000000 to -30861410.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -436351.375000 Penalty: 1456.887695
	Iteration 0F: 2 clusters Score -436351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -430616.843750 Penalty: 2913.775391
	Iteration 0F: 3 clusters Score -430616.8 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -433689.625000 Penalty: 2913.775391
	Iteration 1F: 3 clusters Score -433689.6 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -436334.125000 Penalty: 2913.775391
	Iteration 2F: 3 clusters Score -436334.1 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -437967.406250 Penalty: 2913.775391
	Iteration 3F: 3 clusters Score -437967.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -438860.625000 Penalty: 2913.775391
	Iteration 4F: 3 clusters Score -438860.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -439509.437500 Penalty: 2913.775391
	Iteration 5F: 3 clusters Score -439509.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -439860.250000 Penalty: 2913.775391
	Iteration 6Q: 3 clusters Score -439860.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -439975.718750 Penalty: 2913.775391
	Iteration 7Q: 3 clusters Score -439975.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -439997.562500 Penalty: 2913.775391
	Iteration 8Q: 3 clusters Score -439997.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -440006.937500 Penalty: 2913.775391
	Iteration 9Q: 3 clusters Score -440006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -440009.250000 Penalty: 2913.775391
	Iteration 10Q: 3 clusters Score -440009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -440010.687500 Penalty: 2913.775391
	Iteration 11Q: 3 clusters Score -440010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -440011.500000 Penalty: 2913.775391
	Iteration 12Q: 3 clusters Score -440011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -440013.875000 Penalty: 2913.775391
	Iteration 13Q: 3 clusters Score -440013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -440014.312500 Penalty: 2913.775391
	Iteration 14Q: 3 clusters Score -440014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -440016.093750 Penalty: 2913.775391
	Iteration 15Q: 3 clusters Score -440016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -440016.031250 Penalty: 2913.775391
	Iteration 16Q: 3 clusters Score -440016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -440016.031250 Penalty: 2913.775391
	Iteration 17F: 3 clusters Score -440016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 144639 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 81641 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Entering Unmasked Estep 
Score: -30864270.000000 Penalty: 57989.328125
Splitting cluster 10 changes total score from -30850014.000000 to -30864270.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (10866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Entering Unmasked Estep 
Score: -654704.125000 Penalty: 1510.176514
	Iteration 0F: 2 clusters Score -654704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -647033.500000 Penalty: 3020.353027
	Iteration 0F: 3 clusters Score -647033.5 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -649548.500000 Penalty: 3020.353027
	Iteration 1F: 3 clusters Score -649548.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -649973.500000 Penalty: 3020.353027
	Iteration 2F: 3 clusters Score -649973.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -650537.062500 Penalty: 3020.353027
	Iteration 3F: 3 clusters Score -650537.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -651187.937500 Penalty: 3020.353027
	Iteration 4F: 3 clusters Score -651187.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -651717.500000 Penalty: 3020.353027
	Iteration 5F: 3 clusters Score -651717.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -652070.187500 Penalty: 3020.353027
	Iteration 6F: 3 clusters Score -652070.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -652261.062500 Penalty: 3020.353027
	Iteration 7Q: 3 clusters Score -652261.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -652349.562500 Penalty: 3020.353027
	Iteration 8Q: 3 clusters Score -652349.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -652402.500000 Penalty: 3020.353027
	Iteration 9Q: 3 clusters Score -652402.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -652437.812500 Penalty: 3020.353027
	Iteration 10Q: 3 clusters Score -652437.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -652462.562500 Penalty: 3020.353027
	Iteration 11Q: 3 clusters Score -652462.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -652488.750000 Penalty: 3020.353027
	Iteration 12Q: 3 clusters Score -652488.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -652507.875000 Penalty: 3020.353027
	Iteration 13Q: 3 clusters Score -652507.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -652527.687500 Penalty: 3020.353027
	Iteration 14Q: 3 clusters Score -652527.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -652543.562500 Penalty: 3020.353027
	Iteration 15Q: 3 clusters Score -652543.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -652560.687500 Penalty: 3020.353027
	Iteration 16Q: 3 clusters Score -652560.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -652577.062500 Penalty: 3020.353027
	Iteration 17Q: 3 clusters Score -652577.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -652595.500000 Penalty: 3020.353027
	Iteration 18Q: 3 clusters Score -652595.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -652611.750000 Penalty: 3020.353027
	Iteration 19Q: 3 clusters Score -652611.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -652627.812500 Penalty: 3020.353027
	Iteration 20F: 3 clusters Score -652627.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -652644.187500 Penalty: 3020.353027
	Iteration 21Q: 3 clusters Score -652644.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -652665.937500 Penalty: 3020.353027
	Iteration 22Q: 3 clusters Score -652665.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -652695.000000 Penalty: 3020.353027
	Iteration 23Q: 3 clusters Score -652695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -652717.437500 Penalty: 3020.353027
	Iteration 24Q: 3 clusters Score -652717.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -652743.937500 Penalty: 3020.353027
	Iteration 25Q: 3 clusters Score -652743.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -652780.062500 Penalty: 3020.353027
	Iteration 26Q: 3 clusters Score -652780.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -652820.750000 Penalty: 3020.353027
	Iteration 27Q: 3 clusters Score -652820.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -652857.562500 Penalty: 3020.353027
	Iteration 28Q: 3 clusters Score -652857.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -652906.687500 Penalty: 3020.353027
	Iteration 29Q: 3 clusters Score -652906.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -652969.750000 Penalty: 3020.353027
	Iteration 30Q: 3 clusters Score -652969.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -653032.187500 Penalty: 3020.353027
	Iteration 31Q: 3 clusters Score -653032.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -653091.937500 Penalty: 3020.353027
	Iteration 32Q: 3 clusters Score -653091.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -653159.187500 Penalty: 3020.353027
	Iteration 33Q: 3 clusters Score -653159.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -653222.437500 Penalty: 3020.353027
	Iteration 34Q: 3 clusters Score -653222.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -653267.312500 Penalty: 3020.353027
	Iteration 35Q: 3 clusters Score -653267.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -653301.625000 Penalty: 3020.353027
	Iteration 36Q: 3 clusters Score -653301.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -653320.875000 Penalty: 3020.353027
	Iteration 37Q: 3 clusters Score -653320.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -653336.125000 Penalty: 3020.353027
	Iteration 38Q: 3 clusters Score -653336.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -653352.125000 Penalty: 3020.353027
	Iteration 39Q: 3 clusters Score -653352.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -653362.812500 Penalty: 3020.353027
	Iteration 40F: 3 clusters Score -653362.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -653369.937500 Penalty: 3020.353027
	Iteration 41Q: 3 clusters Score -653369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -653375.625000 Penalty: 3020.353027
	Iteration 42Q: 3 clusters Score -653375.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -653384.312500 Penalty: 3020.353027
	Iteration 43Q: 3 clusters Score -653384.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -653394.375000 Penalty: 3020.353027
	Iteration 44Q: 3 clusters Score -653394.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -653400.500000 Penalty: 3020.353027
	Iteration 45Q: 3 clusters Score -653400.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -653407.625000 Penalty: 3020.353027
	Iteration 46Q: 3 clusters Score -653407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -653410.500000 Penalty: 3020.353027
	Iteration 47Q: 3 clusters Score -653410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -653412.937500 Penalty: 3020.353027
	Iteration 48Q: 3 clusters Score -653412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -653417.000000 Penalty: 3020.353027
	Iteration 49Q: 3 clusters Score -653417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -653420.000000 Penalty: 3020.353027
	Iteration 50Q: 3 clusters Score -653420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -653425.812500 Penalty: 3020.353027
	Iteration 51Q: 3 clusters Score -653425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -653432.750000 Penalty: 3020.353027
	Iteration 52Q: 3 clusters Score -653432.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -653439.750000 Penalty: 3020.353027
	Iteration 53Q: 3 clusters Score -653439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -653446.687500 Penalty: 3020.353027
	Iteration 54Q: 3 clusters Score -653446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -653452.187500 Penalty: 3020.353027
	Iteration 55Q: 3 clusters Score -653452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -653458.625000 Penalty: 3020.353027
	Iteration 56Q: 3 clusters Score -653458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -653462.500000 Penalty: 3020.353027
	Iteration 57Q: 3 clusters Score -653462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -653469.437500 Penalty: 3020.353027
	Iteration 58Q: 3 clusters Score -653469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -653472.437500 Penalty: 3020.353027
	Iteration 59Q: 3 clusters Score -653472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -653473.625000 Penalty: 3020.353027
	Iteration 60F: 3 clusters Score -653473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -653476.312500 Penalty: 3020.353027
	Iteration 61Q: 3 clusters Score -653476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -653479.500000 Penalty: 3020.353027
	Iteration 62Q: 3 clusters Score -653479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -653480.562500 Penalty: 3020.353027
	Iteration 63Q: 3 clusters Score -653480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -653480.562500 Penalty: 3020.353027
	Iteration 64F: 3 clusters Score -653480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (144639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Entering Unmasked Estep 
Score: -8587950.000000 Penalty: 1930.824341
	Iteration 0F: 2 clusters Score -8587950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -8490636.000000 Penalty: 3861.648682
	Iteration 0F: 3 clusters Score -8490636 nChanged 69753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -8532677.000000 Penalty: 3861.648682
	Iteration 1F: 3 clusters Score -8532677 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -8535245.000000 Penalty: 3861.648682
	Iteration 2Q: 3 clusters Score -8535245 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -8540068.000000 Penalty: 3861.648682
	Iteration 3F: 3 clusters Score -8540068 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8547791.000000 Penalty: 3861.648682
	Iteration 4F: 3 clusters Score -8547791 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -8557871.000000 Penalty: 3861.648682
	Iteration 5F: 3 clusters Score -8557871 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122802 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8568134.000000 Penalty: 3861.648682
	Iteration 6F: 3 clusters Score -8568134 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8576530.000000 Penalty: 3861.648682
	Iteration 7F: 3 clusters Score -8576530 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -8582153.000000 Penalty: 3861.648682
	Iteration 8Q: 3 clusters Score -8582153 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8585355.000000 Penalty: 3861.648682
	Iteration 9Q: 3 clusters Score -8585355 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8586999.000000 Penalty: 3861.648682
	Iteration 10Q: 3 clusters Score -8586999 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141970 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8587774.000000 Penalty: 3861.648682
	Iteration 11Q: 3 clusters Score -8587774 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141967 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8588194.000000 Penalty: 3861.648682
	Iteration 12Q: 3 clusters Score -8588194 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141937 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8588423.000000 Penalty: 3861.648682
	Iteration 13Q: 3 clusters Score -8588423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8588613.000000 Penalty: 3861.648682
	Iteration 14Q: 3 clusters Score -8588613 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141875 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8588693.000000 Penalty: 3861.648682
	Iteration 15Q: 3 clusters Score -8588693 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8588772.000000 Penalty: 3861.648682
	Iteration 16Q: 3 clusters Score -8588772 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8588836.000000 Penalty: 3861.648682
	Iteration 17Q: 3 clusters Score -8588836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8588899.000000 Penalty: 3861.648682
	Iteration 18Q: 3 clusters Score -8588899 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141521 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8588965.000000 Penalty: 3861.648682
	Iteration 19Q: 3 clusters Score -8588965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -8588995.000000 Penalty: 3861.648682
	Iteration 20F: 3 clusters Score -8588995 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8589050.000000 Penalty: 3861.648682
	Iteration 21Q: 3 clusters Score -8589050 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8589111.000000 Penalty: 3861.648682
	Iteration 22Q: 3 clusters Score -8589111 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -8589165.000000 Penalty: 3861.648682
	Iteration 23Q: 3 clusters Score -8589165 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140773 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -8589216.000000 Penalty: 3861.648682
	Iteration 24Q: 3 clusters Score -8589216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140610 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8589264.000000 Penalty: 3861.648682
	Iteration 25Q: 3 clusters Score -8589264 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8589301.000000 Penalty: 3861.648682
	Iteration 26Q: 3 clusters Score -8589301 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8589366.000000 Penalty: 3861.648682
	Iteration 27Q: 3 clusters Score -8589366 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140037 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8589420.000000 Penalty: 3861.648682
	Iteration 28Q: 3 clusters Score -8589420 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8589458.000000 Penalty: 3861.648682
	Iteration 29Q: 3 clusters Score -8589458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139680 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -8589498.000000 Penalty: 3861.648682
	Iteration 30Q: 3 clusters Score -8589498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -8589517.000000 Penalty: 3861.648682
	Iteration 31Q: 3 clusters Score -8589517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139395 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -8589527.000000 Penalty: 3861.648682
	Iteration 32Q: 3 clusters Score -8589527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -8589527.000000 Penalty: 3861.648682
	Iteration 33Q: 3 clusters Score -8589527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -8589553.000000 Penalty: 3861.648682
	Iteration 34Q: 3 clusters Score -8589553 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -8589568.000000 Penalty: 3861.648682
	Iteration 35Q: 3 clusters Score -8589568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8589586.000000 Penalty: 3861.648682
	Iteration 36Q: 3 clusters Score -8589586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138784 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8589605.000000 Penalty: 3861.648682
	Iteration 37Q: 3 clusters Score -8589605 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138684 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -8589613.000000 Penalty: 3861.648682
	Iteration 38Q: 3 clusters Score -8589613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -8589609.000000 Penalty: 3861.648682
	Iteration 39Q: 3 clusters Score -8589609 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138513 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -8589627.000000 Penalty: 3861.648682
	Iteration 40F: 3 clusters Score -8589627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -8589650.000000 Penalty: 3861.648682
	Iteration 41Q: 3 clusters Score -8589650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -8589635.000000 Penalty: 3861.648682
	Iteration 42Q: 3 clusters Score -8589635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -8589648.000000 Penalty: 3861.648682
	Iteration 43Q: 3 clusters Score -8589648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138163 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8589665.000000 Penalty: 3861.648682
	Iteration 44Q: 3 clusters Score -8589665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8589677.000000 Penalty: 3861.648682
	Iteration 45Q: 3 clusters Score -8589677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -8589700.000000 Penalty: 3861.648682
	Iteration 46Q: 3 clusters Score -8589700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8589718.000000 Penalty: 3861.648682
	Iteration 47Q: 3 clusters Score -8589718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137915 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -8589719.000000 Penalty: 3861.648682
	Iteration 48Q: 3 clusters Score -8589719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137871 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -8589724.000000 Penalty: 3861.648682
	Iteration 49Q: 3 clusters Score -8589724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137819 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -8589716.000000 Penalty: 3861.648682
	Iteration 50Q: 3 clusters Score -8589716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -8589720.000000 Penalty: 3861.648682
	Iteration 51Q: 3 clusters Score -8589720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137714 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8589721.000000 Penalty: 3861.648682
	Iteration 52Q: 3 clusters Score -8589721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137678 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -8589724.000000 Penalty: 3861.648682
	Iteration 53Q: 3 clusters Score -8589724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -8589734.000000 Penalty: 3861.648682
	Iteration 54Q: 3 clusters Score -8589734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -8589734.000000 Penalty: 3861.648682
	Iteration 55Q: 3 clusters Score -8589734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137615 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8589715.000000 Penalty: 3861.648682
	Iteration 56Q: 3 clusters Score -8589715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8589706.000000 Penalty: 3861.648682
	Iteration 57Q: 3 clusters Score -8589706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137572 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -8589718.000000 Penalty: 3861.648682
	Iteration 58Q: 3 clusters Score -8589718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137544 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8589718.000000 Penalty: 3861.648682
	Iteration 59Q: 3 clusters Score -8589718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137517 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -8589718.000000 Penalty: 3861.648682
	Iteration 60F: 3 clusters Score -8589718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137489 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8589725.000000 Penalty: 3861.648682
	Iteration 61Q: 3 clusters Score -8589725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -8589725.000000 Penalty: 3861.648682
	Iteration 62Q: 3 clusters Score -8589725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8589719.000000 Penalty: 3861.648682
	Iteration 63Q: 3 clusters Score -8589719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -8589724.000000 Penalty: 3861.648682
	Iteration 64Q: 3 clusters Score -8589724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137411 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8589721.000000 Penalty: 3861.648682
	Iteration 65Q: 3 clusters Score -8589721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -8589724.000000 Penalty: 3861.648682
	Iteration 66Q: 3 clusters Score -8589724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -8589725.000000 Penalty: 3861.648682
	Iteration 67Q: 3 clusters Score -8589725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137374 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -8589720.000000 Penalty: 3861.648682
	Iteration 68Q: 3 clusters Score -8589720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -8589720.000000 Penalty: 3861.648682
	Iteration 69Q: 3 clusters Score -8589720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8589738.000000 Penalty: 3861.648682
	Iteration 70Q: 3 clusters Score -8589738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -8589728.000000 Penalty: 3861.648682
	Iteration 71Q: 3 clusters Score -8589728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137316 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -8589726.000000 Penalty: 3861.648682
	Iteration 72Q: 3 clusters Score -8589726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137289 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -8589725.000000 Penalty: 3861.648682
	Iteration 73Q: 3 clusters Score -8589725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137254 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -8589721.000000 Penalty: 3861.648682
	Iteration 74Q: 3 clusters Score -8589721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -8589726.000000 Penalty: 3861.648682
	Iteration 75Q: 3 clusters Score -8589726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8589725.000000 Penalty: 3861.648682
	Iteration 76Q: 3 clusters Score -8589725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137186 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -8589717.000000 Penalty: 3861.648682
	Iteration 77Q: 3 clusters Score -8589717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -8589714.000000 Penalty: 3861.648682
	Iteration 78Q: 3 clusters Score -8589714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -8589715.000000 Penalty: 3861.648682
	Iteration 79Q: 3 clusters Score -8589715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -8589717.000000 Penalty: 3861.648682
	Iteration 80F: 3 clusters Score -8589717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137116 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -8589714.000000 Penalty: 3861.648682
	Iteration 81Q: 3 clusters Score -8589714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137100 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -8589707.000000 Penalty: 3861.648682
	Iteration 82Q: 3 clusters Score -8589707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137086 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8589696.000000 Penalty: 3861.648682
	Iteration 83Q: 3 clusters Score -8589696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -8589705.000000 Penalty: 3861.648682
	Iteration 84Q: 3 clusters Score -8589705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137048 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8589701.000000 Penalty: 3861.648682
	Iteration 85Q: 3 clusters Score -8589701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137028 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -8589693.000000 Penalty: 3861.648682
	Iteration 86Q: 3 clusters Score -8589693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -8589693.000000 Penalty: 3861.648682
	Iteration 87Q: 3 clusters Score -8589693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -8589699.000000 Penalty: 3861.648682
	Iteration 88Q: 3 clusters Score -8589699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -8589699.000000 Penalty: 3861.648682
	Iteration 89Q: 3 clusters Score -8589699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136984 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -8589697.000000 Penalty: 3861.648682
	Iteration 90Q: 3 clusters Score -8589697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -8589699.000000 Penalty: 3861.648682
	Iteration 91Q: 3 clusters Score -8589699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136968 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8589707.000000 Penalty: 3861.648682
	Iteration 92Q: 3 clusters Score -8589707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -8589697.000000 Penalty: 3861.648682
	Iteration 93Q: 3 clusters Score -8589697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136951 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -8589706.000000 Penalty: 3861.648682
	Iteration 94Q: 3 clusters Score -8589706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136947 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -8589702.000000 Penalty: 3861.648682
	Iteration 95Q: 3 clusters Score -8589702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -8589702.000000 Penalty: 3861.648682
	Iteration 96Q: 3 clusters Score -8589702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136936 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -8589694.000000 Penalty: 3861.648682
	Iteration 97Q: 3 clusters Score -8589694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136928 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -8589698.000000 Penalty: 3861.648682
	Iteration 98Q: 3 clusters Score -8589698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8589701.000000 Penalty: 3861.648682
	Iteration 99Q: 3 clusters Score -8589701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136916 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8589703.000000 Penalty: 3861.648682
	Iteration 100F: 3 clusters Score -8589703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -8589699.000000 Penalty: 3861.648682
	Iteration 101Q: 3 clusters Score -8589699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136900 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8589705.000000 Penalty: 3861.648682
	Iteration 102Q: 3 clusters Score -8589705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136894 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -8589709.000000 Penalty: 3861.648682
	Iteration 103Q: 3 clusters Score -8589709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136890 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -8589704.000000 Penalty: 3861.648682
	Iteration 104Q: 3 clusters Score -8589704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -8589696.000000 Penalty: 3861.648682
	Iteration 105Q: 3 clusters Score -8589696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136879 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -8589692.000000 Penalty: 3861.648682
	Iteration 106Q: 3 clusters Score -8589692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -8589693.000000 Penalty: 3861.648682
	Iteration 107Q: 3 clusters Score -8589693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -8589697.000000 Penalty: 3861.648682
	Iteration 108Q: 3 clusters Score -8589697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8589697.000000 Penalty: 3861.648682
	Iteration 109Q: 3 clusters Score -8589697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -8589693.000000 Penalty: 3861.648682
	Iteration 110Q: 3 clusters Score -8589693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8589694.000000 Penalty: 3861.648682
	Iteration 111Q: 3 clusters Score -8589694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8589696.000000 Penalty: 3861.648682
	Iteration 112Q: 3 clusters Score -8589696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136863 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -8589694.000000 Penalty: 3861.648682
	Iteration 113Q: 3 clusters Score -8589694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136863 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -8589694.000000 Penalty: 3861.648682
	Iteration 114F: 3 clusters Score -8589694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 81641 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Entering Unmasked Estep 
Score: -30866088.000000 Penalty: 60137.082031
Splitting cluster 12 changes total score from -30850014.000000 to -30866088.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (81530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Entering Unmasked Estep 
Score: -4826299.000000 Penalty: 1837.667969
	Iteration 0F: 2 clusters Score -4826299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4771868.500000 Penalty: 3675.335938
	Iteration 0F: 3 clusters Score -4771868 nChanged 38583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4794804.000000 Penalty: 3675.335938
	Iteration 1F: 3 clusters Score -4794804 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4796231.500000 Penalty: 3675.335938
	Iteration 2Q: 3 clusters Score -4796232 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -4798577.500000 Penalty: 3675.335938
	Iteration 3F: 3 clusters Score -4798578 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4802470.000000 Penalty: 3675.335938
	Iteration 4F: 3 clusters Score -4802470 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4807764.500000 Penalty: 3675.335938
	Iteration 5F: 3 clusters Score -4807764 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -4813660.500000 Penalty: 3675.335938
	Iteration 6F: 3 clusters Score -4813660 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4818576.000000 Penalty: 3675.335938
	Iteration 7F: 3 clusters Score -4818576 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4821844.500000 Penalty: 3675.335938
	Iteration 8Q: 3 clusters Score -4821844 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4823472.000000 Penalty: 3675.335938
	Iteration 9Q: 3 clusters Score -4823472 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4824169.000000 Penalty: 3675.335938
	Iteration 10Q: 3 clusters Score -4824169 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4824446.000000 Penalty: 3675.335938
	Iteration 11Q: 3 clusters Score -4824446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4824547.000000 Penalty: 3675.335938
	Iteration 12Q: 3 clusters Score -4824547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4824598.000000 Penalty: 3675.335938
	Iteration 13Q: 3 clusters Score -4824598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4824628.500000 Penalty: 3675.335938
	Iteration 14Q: 3 clusters Score -4824628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4824653.500000 Penalty: 3675.335938
	Iteration 15Q: 3 clusters Score -4824654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4824670.000000 Penalty: 3675.335938
	Iteration 16Q: 3 clusters Score -4824670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4824676.000000 Penalty: 3675.335938
	Iteration 17Q: 3 clusters Score -4824676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4824674.000000 Penalty: 3675.335938
	Iteration 18Q: 3 clusters Score -4824674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4824680.500000 Penalty: 3675.335938
	Iteration 19Q: 3 clusters Score -4824680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4824689.000000 Penalty: 3675.335938
	Iteration 20F: 3 clusters Score -4824689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4824695.000000 Penalty: 3675.335938
	Iteration 21Q: 3 clusters Score -4824695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4824705.500000 Penalty: 3675.335938
	Iteration 22Q: 3 clusters Score -4824706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4824709.000000 Penalty: 3675.335938
	Iteration 23Q: 3 clusters Score -4824709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4824710.000000 Penalty: 3675.335938
	Iteration 24Q: 3 clusters Score -4824710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4824710.500000 Penalty: 3675.335938
	Iteration 25Q: 3 clusters Score -4824710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4824711.000000 Penalty: 3675.335938
	Iteration 26Q: 3 clusters Score -4824711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4824711.000000 Penalty: 3675.335938
	Iteration 27F: 3 clusters Score -4824711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Entering Unmasked Estep 
Score: -4924104.500000 Penalty: 1837.889160
	Iteration 0F: 2 clusters Score -4924104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4869381.000000 Penalty: 3675.778320
	Iteration 0F: 3 clusters Score -4869381 nChanged 38782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -4891922.000000 Penalty: 3675.778320
	Iteration 1F: 3 clusters Score -4891922 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -4892903.500000 Penalty: 3675.778320
	Iteration 2Q: 3 clusters Score -4892904 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -4894694.000000 Penalty: 3675.778320
	Iteration 3Q: 3 clusters Score -4894694 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -4898008.500000 Penalty: 3675.778320
	Iteration 4F: 3 clusters Score -4898008 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -4903562.500000 Penalty: 3675.778320
	Iteration 5F: 3 clusters Score -4903562 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -4910213.000000 Penalty: 3675.778320
	Iteration 6F: 3 clusters Score -4910213 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -4915679.500000 Penalty: 3675.778320
	Iteration 7F: 3 clusters Score -4915680 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -4918899.000000 Penalty: 3675.778320
	Iteration 8Q: 3 clusters Score -4918899 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -4920672.000000 Penalty: 3675.778320
	Iteration 9Q: 3 clusters Score -4920672 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -4921733.500000 Penalty: 3675.778320
	Iteration 10Q: 3 clusters Score -4921734 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -4922400.500000 Penalty: 3675.778320
	Iteration 11Q: 3 clusters Score -4922400 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -4922982.500000 Penalty: 3675.778320
	Iteration 12Q: 3 clusters Score -4922982 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -4923477.000000 Penalty: 3675.778320
	Iteration 13Q: 3 clusters Score -4923477 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -4923785.500000 Penalty: 3675.778320
	Iteration 14Q: 3 clusters Score -4923786 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -4923990.500000 Penalty: 3675.778320
	Iteration 15Q: 3 clusters Score -4923990 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -4924154.000000 Penalty: 3675.778320
	Iteration 16Q: 3 clusters Score -4924154 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -4924225.500000 Penalty: 3675.778320
	Iteration 17Q: 3 clusters Score -4924226 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -4924307.500000 Penalty: 3675.778320
	Iteration 18Q: 3 clusters Score -4924308 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -4924384.500000 Penalty: 3675.778320
	Iteration 19Q: 3 clusters Score -4924384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -4924449.500000 Penalty: 3675.778320
	Iteration 20F: 3 clusters Score -4924450 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -4924480.500000 Penalty: 3675.778320
	Iteration 21Q: 3 clusters Score -4924480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -4924551.500000 Penalty: 3675.778320
	Iteration 22Q: 3 clusters Score -4924552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -4924580.500000 Penalty: 3675.778320
	Iteration 23Q: 3 clusters Score -4924580 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -4924614.500000 Penalty: 3675.778320
	Iteration 24Q: 3 clusters Score -4924614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -4924652.000000 Penalty: 3675.778320
	Iteration 25Q: 3 clusters Score -4924652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -4924667.500000 Penalty: 3675.778320
	Iteration 26Q: 3 clusters Score -4924668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -4924670.000000 Penalty: 3675.778320
	Iteration 27Q: 3 clusters Score -4924670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -4924676.500000 Penalty: 3675.778320
	Iteration 28Q: 3 clusters Score -4924676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -4924670.500000 Penalty: 3675.778320
	Iteration 29Q: 3 clusters Score -4924670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -4924673.000000 Penalty: 3675.778320
	Iteration 30Q: 3 clusters Score -4924673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -4924685.500000 Penalty: 3675.778320
	Iteration 31Q: 3 clusters Score -4924686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -4924688.000000 Penalty: 3675.778320
	Iteration 32Q: 3 clusters Score -4924688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -4924697.000000 Penalty: 3675.778320
	Iteration 33Q: 3 clusters Score -4924697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -4924688.000000 Penalty: 3675.778320
	Iteration 34Q: 3 clusters Score -4924688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -4924683.500000 Penalty: 3675.778320
	Iteration 35Q: 3 clusters Score -4924684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -4924680.500000 Penalty: 3675.778320
	Iteration 36Q: 3 clusters Score -4924680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -4924687.000000 Penalty: 3675.778320
	Iteration 37Q: 3 clusters Score -4924687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -4924690.500000 Penalty: 3675.778320
	Iteration 38Q: 3 clusters Score -4924690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -4924690.500000 Penalty: 3675.778320
	Iteration 39Q: 3 clusters Score -4924690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -4924686.000000 Penalty: 3675.778320
	Iteration 40F: 3 clusters Score -4924686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -4924694.000000 Penalty: 3675.778320
	Iteration 41Q: 3 clusters Score -4924694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -4924697.500000 Penalty: 3675.778320
	Iteration 42Q: 3 clusters Score -4924698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -4924692.500000 Penalty: 3675.778320
	Iteration 43Q: 3 clusters Score -4924692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -4924689.500000 Penalty: 3675.778320
	Iteration 44Q: 3 clusters Score -4924690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -4924692.000000 Penalty: 3675.778320
	Iteration 45Q: 3 clusters Score -4924692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -4924694.000000 Penalty: 3675.778320
	Iteration 46Q: 3 clusters Score -4924694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -4924689.500000 Penalty: 3675.778320
	Iteration 47Q: 3 clusters Score -4924690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -4924686.500000 Penalty: 3675.778320
	Iteration 48Q: 3 clusters Score -4924686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -4924688.500000 Penalty: 3675.778320
	Iteration 49Q: 3 clusters Score -4924688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -4924686.000000 Penalty: 3675.778320
	Iteration 50Q: 3 clusters Score -4924686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -4924683.000000 Penalty: 3675.778320
	Iteration 51Q: 3 clusters Score -4924683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -4924683.000000 Penalty: 3675.778320
	Iteration 52F: 3 clusters Score -4924683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 19708 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Entering Unmasked Estep 
Score: -30866386.000000 Penalty: 62284.832031
Splitting cluster 14 changes total score from -30850014.000000 to -30866386.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (8348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Entering Unmasked Estep 
Score: -433009.093750 Penalty: 1467.338867
	Iteration 0F: 2 clusters Score -433009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -426885.187500 Penalty: 2934.677734
	Iteration 0F: 3 clusters Score -426885.2 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -428931.593750 Penalty: 2934.677734
	Iteration 1F: 3 clusters Score -428931.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -429373.375000 Penalty: 2934.677734
	Iteration 2F: 3 clusters Score -429373.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -429763.906250 Penalty: 2934.677734
	Iteration 3F: 3 clusters Score -429763.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -430140.875000 Penalty: 2934.677734
	Iteration 4F: 3 clusters Score -430140.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -430463.656250 Penalty: 2934.677734
	Iteration 5F: 3 clusters Score -430463.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -430759.687500 Penalty: 2934.677734
	Iteration 6F: 3 clusters Score -430759.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -431010.406250 Penalty: 2934.677734
	Iteration 7Q: 3 clusters Score -431010.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -431235.031250 Penalty: 2934.677734
	Iteration 8Q: 3 clusters Score -431235 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -431385.312500 Penalty: 2934.677734
	Iteration 9Q: 3 clusters Score -431385.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -431507.312500 Penalty: 2934.677734
	Iteration 10Q: 3 clusters Score -431507.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -431581.562500 Penalty: 2934.677734
	Iteration 11Q: 3 clusters Score -431581.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -431627.656250 Penalty: 2934.677734
	Iteration 12Q: 3 clusters Score -431627.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -431654.093750 Penalty: 2934.677734
	Iteration 13Q: 3 clusters Score -431654.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -431669.375000 Penalty: 2934.677734
	Iteration 14Q: 3 clusters Score -431669.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -431682.781250 Penalty: 2934.677734
	Iteration 15Q: 3 clusters Score -431682.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -431692.125000 Penalty: 2934.677734
	Iteration 16Q: 3 clusters Score -431692.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -431700.250000 Penalty: 2934.677734
	Iteration 17Q: 3 clusters Score -431700.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -431708.031250 Penalty: 2934.677734
	Iteration 18Q: 3 clusters Score -431708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -431715.687500 Penalty: 2934.677734
	Iteration 19Q: 3 clusters Score -431715.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -431723.625000 Penalty: 2934.677734
	Iteration 20F: 3 clusters Score -431723.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -431727.718750 Penalty: 2934.677734
	Iteration 21Q: 3 clusters Score -431727.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -431733.968750 Penalty: 2934.677734
	Iteration 22Q: 3 clusters Score -431734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -431737.593750 Penalty: 2934.677734
	Iteration 23Q: 3 clusters Score -431737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -431740.468750 Penalty: 2934.677734
	Iteration 24Q: 3 clusters Score -431740.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -431742.750000 Penalty: 2934.677734
	Iteration 25Q: 3 clusters Score -431742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -431743.625000 Penalty: 2934.677734
	Iteration 26Q: 3 clusters Score -431743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -431744.843750 Penalty: 2934.677734
	Iteration 27Q: 3 clusters Score -431744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -431744.437500 Penalty: 2934.677734
	Iteration 28Q: 3 clusters Score -431744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -431745.531250 Penalty: 2934.677734
	Iteration 29Q: 3 clusters Score -431745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -431745.750000 Penalty: 2934.677734
	Iteration 30Q: 3 clusters Score -431745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -431746.156250 Penalty: 2934.677734
	Iteration 31Q: 3 clusters Score -431746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -431746.218750 Penalty: 2934.677734
	Iteration 32Q: 3 clusters Score -431746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -431746.437500 Penalty: 2934.677734
	Iteration 33Q: 3 clusters Score -431746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -431746.437500 Penalty: 2934.677734
	Iteration 34Q: 3 clusters Score -431746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -431746.437500 Penalty: 2934.677734
	Iteration 35F: 3 clusters Score -431746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Entering Unmasked Estep 
Score: -1011326.687500 Penalty: 1606.926636
	Iteration 0F: 2 clusters Score -1011327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -997793.875000 Penalty: 3213.853271
	Iteration 0F: 3 clusters Score -997793.9 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1003622.812500 Penalty: 3213.853271
	Iteration 1F: 3 clusters Score -1003623 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1004536.250000 Penalty: 3213.853271
	Iteration 2F: 3 clusters Score -1004536 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1005526.562500 Penalty: 3213.853271
	Iteration 3F: 3 clusters Score -1005527 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1006567.687500 Penalty: 3213.853271
	Iteration 4F: 3 clusters Score -1006568 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1007635.625000 Penalty: 3213.853271
	Iteration 5F: 3 clusters Score -1007636 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1008663.375000 Penalty: 3213.853271
	Iteration 6F: 3 clusters Score -1008663 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1009598.875000 Penalty: 3213.853271
	Iteration 7F: 3 clusters Score -1009599 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1010440.187500 Penalty: 3213.853271
	Iteration 8Q: 3 clusters Score -1010440 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1011058.687500 Penalty: 3213.853271
	Iteration 9Q: 3 clusters Score -1011059 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1011457.187500 Penalty: 3213.853271
	Iteration 10Q: 3 clusters Score -1011457 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1011701.750000 Penalty: 3213.853271
	Iteration 11Q: 3 clusters Score -1011702 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1011859.375000 Penalty: 3213.853271
	Iteration 12Q: 3 clusters Score -1011859 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1011975.375000 Penalty: 3213.853271
	Iteration 13Q: 3 clusters Score -1011975 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1012061.625000 Penalty: 3213.853271
	Iteration 14Q: 3 clusters Score -1012062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1012135.437500 Penalty: 3213.853271
	Iteration 15Q: 3 clusters Score -1012135 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1012190.750000 Penalty: 3213.853271
	Iteration 16Q: 3 clusters Score -1012191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1012214.437500 Penalty: 3213.853271
	Iteration 17Q: 3 clusters Score -1012214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1012231.625000 Penalty: 3213.853271
	Iteration 18Q: 3 clusters Score -1012232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1012242.375000 Penalty: 3213.853271
	Iteration 19Q: 3 clusters Score -1012242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1012252.062500 Penalty: 3213.853271
	Iteration 20F: 3 clusters Score -1012252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1012257.687500 Penalty: 3213.853271
	Iteration 21Q: 3 clusters Score -1012258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1012262.937500 Penalty: 3213.853271
	Iteration 22Q: 3 clusters Score -1012263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1012268.187500 Penalty: 3213.853271
	Iteration 23Q: 3 clusters Score -1012268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1012274.750000 Penalty: 3213.853271
	Iteration 24Q: 3 clusters Score -1012275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1012275.875000 Penalty: 3213.853271
	Iteration 25Q: 3 clusters Score -1012276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1012280.437500 Penalty: 3213.853271
	Iteration 26Q: 3 clusters Score -1012280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1012281.375000 Penalty: 3213.853271
	Iteration 27Q: 3 clusters Score -1012281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1012282.687500 Penalty: 3213.853271
	Iteration 28Q: 3 clusters Score -1012283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1012284.187500 Penalty: 3213.853271
	Iteration 29Q: 3 clusters Score -1012284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1012285.875000 Penalty: 3213.853271
	Iteration 30Q: 3 clusters Score -1012286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1012287.062500 Penalty: 3213.853271
	Iteration 31Q: 3 clusters Score -1012287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1012287.687500 Penalty: 3213.853271
	Iteration 32Q: 3 clusters Score -1012288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1012289.375000 Penalty: 3213.853271
	Iteration 33Q: 3 clusters Score -1012289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1012290.312500 Penalty: 3213.853271
	Iteration 34Q: 3 clusters Score -1012290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1012291.000000 Penalty: 3213.853271
	Iteration 35Q: 3 clusters Score -1012291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1012290.687500 Penalty: 3213.853271
	Iteration 36Q: 3 clusters Score -1012291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1012292.125000 Penalty: 3213.853271
	Iteration 37Q: 3 clusters Score -1012292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1012291.187500 Penalty: 3213.853271
	Iteration 38Q: 3 clusters Score -1012291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1012292.000000 Penalty: 3213.853271
	Iteration 39Q: 3 clusters Score -1012292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1012292.312500 Penalty: 3213.853271
	Iteration 40F: 3 clusters Score -1012292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1012293.625000 Penalty: 3213.853271
	Iteration 41Q: 3 clusters Score -1012294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1012292.187500 Penalty: 3213.853271
	Iteration 42Q: 3 clusters Score -1012292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1012291.812500 Penalty: 3213.853271
	Iteration 43Q: 3 clusters Score -1012292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1012291.437500 Penalty: 3213.853271
	Iteration 44Q: 3 clusters Score -1012291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1012293.562500 Penalty: 3213.853271
	Iteration 45Q: 3 clusters Score -1012294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1012293.562500 Penalty: 3213.853271
	Iteration 46F: 3 clusters Score -1012294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Entering Unmasked Estep 
Score: -30866864.000000 Penalty: 64432.585938
Splitting cluster 16 changes total score from -30850014.000000 to -30866864.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (22911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Entering Unmasked Estep 
Score: -1331392.375000 Penalty: 1631.398071
	Iteration 0F: 2 clusters Score -1331392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1315872.500000 Penalty: 3262.796143
	Iteration 0F: 3 clusters Score -1315872 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1321998.125000 Penalty: 3262.796143
	Iteration 1F: 3 clusters Score -1321998 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1323387.375000 Penalty: 3262.796143
	Iteration 2F: 3 clusters Score -1323387 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1325606.500000 Penalty: 3262.796143
	Iteration 3F: 3 clusters Score -1325606 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1328145.875000 Penalty: 3262.796143
	Iteration 4F: 3 clusters Score -1328146 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1330350.500000 Penalty: 3262.796143
	Iteration 5F: 3 clusters Score -1330350 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1331821.125000 Penalty: 3262.796143
	Iteration 6F: 3 clusters Score -1331821 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1332694.375000 Penalty: 3262.796143
	Iteration 7Q: 3 clusters Score -1332694 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1333083.875000 Penalty: 3262.796143
	Iteration 8Q: 3 clusters Score -1333084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1333255.875000 Penalty: 3262.796143
	Iteration 9Q: 3 clusters Score -1333256 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1333351.875000 Penalty: 3262.796143
	Iteration 10Q: 3 clusters Score -1333352 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1333494.375000 Penalty: 3262.796143
	Iteration 11Q: 3 clusters Score -1333494 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1333686.125000 Penalty: 3262.796143
	Iteration 12Q: 3 clusters Score -1333686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1333854.250000 Penalty: 3262.796143
	Iteration 13Q: 3 clusters Score -1333854 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1334002.875000 Penalty: 3262.796143
	Iteration 14Q: 3 clusters Score -1334003 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1334146.375000 Penalty: 3262.796143
	Iteration 15Q: 3 clusters Score -1334146 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1334280.500000 Penalty: 3262.796143
	Iteration 16Q: 3 clusters Score -1334280 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1334398.625000 Penalty: 3262.796143
	Iteration 17Q: 3 clusters Score -1334399 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1334481.000000 Penalty: 3262.796143
	Iteration 18Q: 3 clusters Score -1334481 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1334544.125000 Penalty: 3262.796143
	Iteration 19Q: 3 clusters Score -1334544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1334575.750000 Penalty: 3262.796143
	Iteration 20F: 3 clusters Score -1334576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1334592.875000 Penalty: 3262.796143
	Iteration 21Q: 3 clusters Score -1334593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1334611.750000 Penalty: 3262.796143
	Iteration 22Q: 3 clusters Score -1334612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1334619.625000 Penalty: 3262.796143
	Iteration 23Q: 3 clusters Score -1334620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1334629.375000 Penalty: 3262.796143
	Iteration 24Q: 3 clusters Score -1334629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1334635.250000 Penalty: 3262.796143
	Iteration 25Q: 3 clusters Score -1334635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1334640.875000 Penalty: 3262.796143
	Iteration 26Q: 3 clusters Score -1334641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1334649.000000 Penalty: 3262.796143
	Iteration 27Q: 3 clusters Score -1334649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1334652.375000 Penalty: 3262.796143
	Iteration 28Q: 3 clusters Score -1334652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1334660.000000 Penalty: 3262.796143
	Iteration 29Q: 3 clusters Score -1334660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1334664.250000 Penalty: 3262.796143
	Iteration 30Q: 3 clusters Score -1334664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1334662.000000 Penalty: 3262.796143
	Iteration 31Q: 3 clusters Score -1334662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1334667.875000 Penalty: 3262.796143
	Iteration 32Q: 3 clusters Score -1334668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1334676.500000 Penalty: 3262.796143
	Iteration 33Q: 3 clusters Score -1334676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1334681.875000 Penalty: 3262.796143
	Iteration 34Q: 3 clusters Score -1334682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1334684.000000 Penalty: 3262.796143
	Iteration 35Q: 3 clusters Score -1334684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1334685.500000 Penalty: 3262.796143
	Iteration 36Q: 3 clusters Score -1334686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1334688.125000 Penalty: 3262.796143
	Iteration 37Q: 3 clusters Score -1334688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1334691.375000 Penalty: 3262.796143
	Iteration 38Q: 3 clusters Score -1334691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1334693.500000 Penalty: 3262.796143
	Iteration 39Q: 3 clusters Score -1334694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1334693.625000 Penalty: 3262.796143
	Iteration 40F: 3 clusters Score -1334694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1334692.750000 Penalty: 3262.796143
	Iteration 41Q: 3 clusters Score -1334693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1334690.125000 Penalty: 3262.796143
	Iteration 42Q: 3 clusters Score -1334690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1334691.500000 Penalty: 3262.796143
	Iteration 43Q: 3 clusters Score -1334692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1334692.000000 Penalty: 3262.796143
	Iteration 44Q: 3 clusters Score -1334692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1334690.250000 Penalty: 3262.796143
	Iteration 45Q: 3 clusters Score -1334690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1334688.750000 Penalty: 3262.796143
	Iteration 46Q: 3 clusters Score -1334689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1334690.375000 Penalty: 3262.796143
	Iteration 47Q: 3 clusters Score -1334690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1334690.375000 Penalty: 3262.796143
	Iteration 48Q: 3 clusters Score -1334690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1334691.625000 Penalty: 3262.796143
	Iteration 49Q: 3 clusters Score -1334692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1334690.250000 Penalty: 3262.796143
	Iteration 50Q: 3 clusters Score -1334690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1334691.250000 Penalty: 3262.796143
	Iteration 51Q: 3 clusters Score -1334691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1334691.875000 Penalty: 3262.796143
	Iteration 52Q: 3 clusters Score -1334692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1334696.625000 Penalty: 3262.796143
	Iteration 53Q: 3 clusters Score -1334697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1334696.000000 Penalty: 3262.796143
	Iteration 54Q: 3 clusters Score -1334696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1334693.625000 Penalty: 3262.796143
	Iteration 55Q: 3 clusters Score -1334694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1334697.125000 Penalty: 3262.796143
	Iteration 56Q: 3 clusters Score -1334697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1334699.000000 Penalty: 3262.796143
	Iteration 57Q: 3 clusters Score -1334699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1334696.750000 Penalty: 3262.796143
	Iteration 58Q: 3 clusters Score -1334697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1334697.625000 Penalty: 3262.796143
	Iteration 59Q: 3 clusters Score -1334698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1334697.250000 Penalty: 3262.796143
	Iteration 60F: 3 clusters Score -1334697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1334696.750000 Penalty: 3262.796143
	Iteration 61Q: 3 clusters Score -1334697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1334696.750000 Penalty: 3262.796143
	Iteration 62F: 3 clusters Score -1334697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Mstep: Class 31 contains 5538 members 
Entering Unmasked Estep 
Score: -30869514.000000 Penalty: 66580.335938
Splitting cluster 17 changes total score from -30850014.000000 to -30869514.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -78789.156250 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -78789.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -76789.445312 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -76789.45 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -77665.960938 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -77665.96 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -78090.000000 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -78090 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -78312.000000 Penalty: 2460.058838
	Iteration 3F: 3 clusters Score -78312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -78512.460938 Penalty: 2460.058838
	Iteration 4F: 3 clusters Score -78512.46 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -78637.468750 Penalty: 2460.058838
	Iteration 5F: 3 clusters Score -78637.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -78725.625000 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -78725.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -78768.406250 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -78768.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -78799.335938 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -78799.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -78833.140625 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -78833.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -78882.289062 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -78882.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -78898.796875 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -78898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -78911.562500 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -78911.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -78918.257812 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -78918.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -78921.156250 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -78921.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -78924.742188 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -78924.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -78927.796875 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -78927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -78930.007812 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -78930.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -78930.484375 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -78930.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -78930.484375 Penalty: 2460.058838
	Iteration 19F: 3 clusters Score -78930.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 24055 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 1499 members 
Entering Unmasked Estep 
Score: -30868758.000000 Penalty: 68728.093750
Splitting cluster 18 changes total score from -30850014.000000 to -30868758.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (24055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Entering Unmasked Estep 
Score: -1447971.250000 Penalty: 1639.316040
	Iteration 0F: 2 clusters Score -1447971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1431593.125000 Penalty: 3278.632080
	Iteration 0F: 3 clusters Score -1431593 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1439164.500000 Penalty: 3278.632080
	Iteration 1F: 3 clusters Score -1439164 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1441901.250000 Penalty: 3278.632080
	Iteration 2F: 3 clusters Score -1441901 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1444686.750000 Penalty: 3278.632080
	Iteration 3F: 3 clusters Score -1444687 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1446792.250000 Penalty: 3278.632080
	Iteration 4F: 3 clusters Score -1446792 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1448093.500000 Penalty: 3278.632080
	Iteration 5F: 3 clusters Score -1448094 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1448800.625000 Penalty: 3278.632080
	Iteration 6Q: 3 clusters Score -1448801 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1449187.000000 Penalty: 3278.632080
	Iteration 7Q: 3 clusters Score -1449187 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1449426.875000 Penalty: 3278.632080
	Iteration 8Q: 3 clusters Score -1449427 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -1449592.125000 Penalty: 3278.632080
	Iteration 9Q: 3 clusters Score -1449592 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1449692.000000 Penalty: 3278.632080
	Iteration 10Q: 3 clusters Score -1449692 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1449757.875000 Penalty: 3278.632080
	Iteration 11Q: 3 clusters Score -1449758 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1449795.000000 Penalty: 3278.632080
	Iteration 12Q: 3 clusters Score -1449795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -1449823.500000 Penalty: 3278.632080
	Iteration 13Q: 3 clusters Score -1449824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -1449837.125000 Penalty: 3278.632080
	Iteration 14Q: 3 clusters Score -1449837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -1449852.250000 Penalty: 3278.632080
	Iteration 15Q: 3 clusters Score -1449852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -1449865.000000 Penalty: 3278.632080
	Iteration 16Q: 3 clusters Score -1449865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -1449878.000000 Penalty: 3278.632080
	Iteration 17Q: 3 clusters Score -1449878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -1449883.750000 Penalty: 3278.632080
	Iteration 18Q: 3 clusters Score -1449884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -1449891.750000 Penalty: 3278.632080
	Iteration 19Q: 3 clusters Score -1449892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -1449893.500000 Penalty: 3278.632080
	Iteration 20F: 3 clusters Score -1449894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -1449896.250000 Penalty: 3278.632080
	Iteration 21Q: 3 clusters Score -1449896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -1449896.875000 Penalty: 3278.632080
	Iteration 22Q: 3 clusters Score -1449897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -1449901.625000 Penalty: 3278.632080
	Iteration 23Q: 3 clusters Score -1449902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1449904.875000 Penalty: 3278.632080
	Iteration 24Q: 3 clusters Score -1449905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1449909.375000 Penalty: 3278.632080
	Iteration 25Q: 3 clusters Score -1449909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -1449912.250000 Penalty: 3278.632080
	Iteration 26Q: 3 clusters Score -1449912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -1449915.875000 Penalty: 3278.632080
	Iteration 27Q: 3 clusters Score -1449916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -1449914.625000 Penalty: 3278.632080
	Iteration 28Q: 3 clusters Score -1449915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -1449920.250000 Penalty: 3278.632080
	Iteration 29Q: 3 clusters Score -1449920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1449920.000000 Penalty: 3278.632080
	Iteration 30Q: 3 clusters Score -1449920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1449919.750000 Penalty: 3278.632080
	Iteration 31Q: 3 clusters Score -1449920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1449921.000000 Penalty: 3278.632080
	Iteration 32Q: 3 clusters Score -1449921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -1449922.500000 Penalty: 3278.632080
	Iteration 33Q: 3 clusters Score -1449922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -1449921.500000 Penalty: 3278.632080
	Iteration 34Q: 3 clusters Score -1449922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1449922.750000 Penalty: 3278.632080
	Iteration 35Q: 3 clusters Score -1449923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -1449922.750000 Penalty: 3278.632080
	Iteration 36Q: 3 clusters Score -1449923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -1449923.750000 Penalty: 3278.632080
	Iteration 37Q: 3 clusters Score -1449924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1449924.125000 Penalty: 3278.632080
	Iteration 38Q: 3 clusters Score -1449924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1449924.125000 Penalty: 3278.632080
	Iteration 39F: 3 clusters Score -1449924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 28633 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 22329 members 
Entering Unmasked Estep 
Score: -30870168.000000 Penalty: 70875.843750
Splitting cluster 19 changes total score from -30850014.000000 to -30870168.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (28633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Entering Unmasked Estep 
Score: -1692445.750000 Penalty: 1667.626099
	Iteration 0F: 2 clusters Score -1692446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1672990.625000 Penalty: 3335.252197
	Iteration 0F: 3 clusters Score -1672991 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1680655.125000 Penalty: 3335.252197
	Iteration 1F: 3 clusters Score -1680655 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1681434.750000 Penalty: 3335.252197
	Iteration 2F: 3 clusters Score -1681435 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1682453.250000 Penalty: 3335.252197
	Iteration 3F: 3 clusters Score -1682453 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1683949.500000 Penalty: 3335.252197
	Iteration 4F: 3 clusters Score -1683950 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1686335.625000 Penalty: 3335.252197
	Iteration 5F: 3 clusters Score -1686336 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1689290.000000 Penalty: 3335.252197
	Iteration 6F: 3 clusters Score -1689290 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1691431.250000 Penalty: 3335.252197
	Iteration 7F: 3 clusters Score -1691431 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1692532.625000 Penalty: 3335.252197
	Iteration 8F: 3 clusters Score -1692533 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1693039.500000 Penalty: 3335.252197
	Iteration 9Q: 3 clusters Score -1693040 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1693280.750000 Penalty: 3335.252197
	Iteration 10Q: 3 clusters Score -1693281 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1693407.250000 Penalty: 3335.252197
	Iteration 11Q: 3 clusters Score -1693407 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1693471.375000 Penalty: 3335.252197
	Iteration 12Q: 3 clusters Score -1693471 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1693550.000000 Penalty: 3335.252197
	Iteration 13Q: 3 clusters Score -1693550 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1693597.000000 Penalty: 3335.252197
	Iteration 14Q: 3 clusters Score -1693597 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1693640.000000 Penalty: 3335.252197
	Iteration 15Q: 3 clusters Score -1693640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1693683.375000 Penalty: 3335.252197
	Iteration 16Q: 3 clusters Score -1693683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1693732.000000 Penalty: 3335.252197
	Iteration 17Q: 3 clusters Score -1693732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1693771.125000 Penalty: 3335.252197
	Iteration 18Q: 3 clusters Score -1693771 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1693815.750000 Penalty: 3335.252197
	Iteration 19Q: 3 clusters Score -1693816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1693841.250000 Penalty: 3335.252197
	Iteration 20F: 3 clusters Score -1693841 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1693880.875000 Penalty: 3335.252197
	Iteration 21Q: 3 clusters Score -1693881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1693906.625000 Penalty: 3335.252197
	Iteration 22Q: 3 clusters Score -1693907 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1693922.625000 Penalty: 3335.252197
	Iteration 23Q: 3 clusters Score -1693923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1693934.875000 Penalty: 3335.252197
	Iteration 24Q: 3 clusters Score -1693935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1693957.250000 Penalty: 3335.252197
	Iteration 25Q: 3 clusters Score -1693957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1693973.625000 Penalty: 3335.252197
	Iteration 26Q: 3 clusters Score -1693974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1693987.375000 Penalty: 3335.252197
	Iteration 27Q: 3 clusters Score -1693987 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1694004.875000 Penalty: 3335.252197
	Iteration 28Q: 3 clusters Score -1694005 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1694024.125000 Penalty: 3335.252197
	Iteration 29Q: 3 clusters Score -1694024 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1694034.250000 Penalty: 3335.252197
	Iteration 30Q: 3 clusters Score -1694034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1694054.375000 Penalty: 3335.252197
	Iteration 31Q: 3 clusters Score -1694054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1694065.125000 Penalty: 3335.252197
	Iteration 32Q: 3 clusters Score -1694065 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1694088.500000 Penalty: 3335.252197
	Iteration 33Q: 3 clusters Score -1694088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1694097.750000 Penalty: 3335.252197
	Iteration 34Q: 3 clusters Score -1694098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1694111.875000 Penalty: 3335.252197
	Iteration 35Q: 3 clusters Score -1694112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1694122.875000 Penalty: 3335.252197
	Iteration 36Q: 3 clusters Score -1694123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1694128.500000 Penalty: 3335.252197
	Iteration 37Q: 3 clusters Score -1694128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1694137.375000 Penalty: 3335.252197
	Iteration 38Q: 3 clusters Score -1694137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1694154.125000 Penalty: 3335.252197
	Iteration 39Q: 3 clusters Score -1694154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1694175.500000 Penalty: 3335.252197
	Iteration 40F: 3 clusters Score -1694176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1694179.000000 Penalty: 3335.252197
	Iteration 41Q: 3 clusters Score -1694179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1694180.000000 Penalty: 3335.252197
	Iteration 42Q: 3 clusters Score -1694180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1694188.125000 Penalty: 3335.252197
	Iteration 43Q: 3 clusters Score -1694188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1694199.000000 Penalty: 3335.252197
	Iteration 44Q: 3 clusters Score -1694199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1694201.250000 Penalty: 3335.252197
	Iteration 45Q: 3 clusters Score -1694201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1694203.750000 Penalty: 3335.252197
	Iteration 46Q: 3 clusters Score -1694204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1694201.125000 Penalty: 3335.252197
	Iteration 47Q: 3 clusters Score -1694201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1694205.500000 Penalty: 3335.252197
	Iteration 48Q: 3 clusters Score -1694206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1694208.000000 Penalty: 3335.252197
	Iteration 49Q: 3 clusters Score -1694208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1694208.750000 Penalty: 3335.252197
	Iteration 50Q: 3 clusters Score -1694209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1694202.875000 Penalty: 3335.252197
	Iteration 51Q: 3 clusters Score -1694203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1694207.250000 Penalty: 3335.252197
	Iteration 52Q: 3 clusters Score -1694207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1694211.125000 Penalty: 3335.252197
	Iteration 53Q: 3 clusters Score -1694211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1694212.125000 Penalty: 3335.252197
	Iteration 54Q: 3 clusters Score -1694212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1694212.750000 Penalty: 3335.252197
	Iteration 55Q: 3 clusters Score -1694213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1694212.750000 Penalty: 3335.252197
	Iteration 56Q: 3 clusters Score -1694213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1694211.875000 Penalty: 3335.252197
	Iteration 57Q: 3 clusters Score -1694212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1694216.000000 Penalty: 3335.252197
	Iteration 58Q: 3 clusters Score -1694216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1694214.375000 Penalty: 3335.252197
	Iteration 59Q: 3 clusters Score -1694214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1694214.375000 Penalty: 3335.252197
	Iteration 60F: 3 clusters Score -1694214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 22329 members 
Mstep: Class 34 contains 18260 members 
Entering Unmasked Estep 
Score: -30871442.000000 Penalty: 73023.601562
Splitting cluster 20 changes total score from -30850014.000000 to -30871442.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (10683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Entering Unmasked Estep 
Score: -619761.500000 Penalty: 1507.416504
	Iteration 0F: 2 clusters Score -619761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -612203.375000 Penalty: 3014.833008
	Iteration 0F: 3 clusters Score -612203.4 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -614989.812500 Penalty: 3014.833008
	Iteration 1F: 3 clusters Score -614989.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -615767.937500 Penalty: 3014.833008
	Iteration 2F: 3 clusters Score -615767.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -616749.125000 Penalty: 3014.833008
	Iteration 3F: 3 clusters Score -616749.1 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -617986.562500 Penalty: 3014.833008
	Iteration 4F: 3 clusters Score -617986.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -619371.312500 Penalty: 3014.833008
	Iteration 5F: 3 clusters Score -619371.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -620504.250000 Penalty: 3014.833008
	Iteration 6F: 3 clusters Score -620504.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -620979.437500 Penalty: 3014.833008
	Iteration 7Q: 3 clusters Score -620979.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -621323.687500 Penalty: 3014.833008
	Iteration 8Q: 3 clusters Score -621323.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -621644.937500 Penalty: 3014.833008
	Iteration 9Q: 3 clusters Score -621644.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -621867.062500 Penalty: 3014.833008
	Iteration 10Q: 3 clusters Score -621867.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -621972.875000 Penalty: 3014.833008
	Iteration 11Q: 3 clusters Score -621972.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -622030.500000 Penalty: 3014.833008
	Iteration 12Q: 3 clusters Score -622030.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -622061.250000 Penalty: 3014.833008
	Iteration 13Q: 3 clusters Score -622061.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -622076.312500 Penalty: 3014.833008
	Iteration 14Q: 3 clusters Score -622076.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -622085.125000 Penalty: 3014.833008
	Iteration 15Q: 3 clusters Score -622085.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -622097.125000 Penalty: 3014.833008
	Iteration 16Q: 3 clusters Score -622097.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -622110.000000 Penalty: 3014.833008
	Iteration 17Q: 3 clusters Score -622110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -622118.312500 Penalty: 3014.833008
	Iteration 18Q: 3 clusters Score -622118.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -622125.375000 Penalty: 3014.833008
	Iteration 19Q: 3 clusters Score -622125.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -622129.375000 Penalty: 3014.833008
	Iteration 20F: 3 clusters Score -622129.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -622133.375000 Penalty: 3014.833008
	Iteration 21Q: 3 clusters Score -622133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -622134.375000 Penalty: 3014.833008
	Iteration 22Q: 3 clusters Score -622134.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -622136.875000 Penalty: 3014.833008
	Iteration 23Q: 3 clusters Score -622136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -622138.750000 Penalty: 3014.833008
	Iteration 24Q: 3 clusters Score -622138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -622142.375000 Penalty: 3014.833008
	Iteration 25Q: 3 clusters Score -622142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -622143.937500 Penalty: 3014.833008
	Iteration 26Q: 3 clusters Score -622143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -622144.000000 Penalty: 3014.833008
	Iteration 27Q: 3 clusters Score -622144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -622143.937500 Penalty: 3014.833008
	Iteration 28Q: 3 clusters Score -622143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -622146.812500 Penalty: 3014.833008
	Iteration 29Q: 3 clusters Score -622146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -622148.625000 Penalty: 3014.833008
	Iteration 30Q: 3 clusters Score -622148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -622150.125000 Penalty: 3014.833008
	Iteration 31Q: 3 clusters Score -622150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -622152.937500 Penalty: 3014.833008
	Iteration 32Q: 3 clusters Score -622152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -622150.937500 Penalty: 3014.833008
	Iteration 33Q: 3 clusters Score -622150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -622152.312500 Penalty: 3014.833008
	Iteration 34Q: 3 clusters Score -622152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -622152.750000 Penalty: 3014.833008
	Iteration 35Q: 3 clusters Score -622152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -622152.750000 Penalty: 3014.833008
	Iteration 36F: 3 clusters Score -622152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 22329 members 
Mstep: Class 34 contains 18260 members 
Mstep: Class 35 contains 4880 members 
Entering Unmasked Estep 
Score: -30873194.000000 Penalty: 75171.351562
Splitting cluster 22 changes total score from -30850014.000000 to -30873194.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -310730.468750 Penalty: 1411.764160
	Iteration 0F: 2 clusters Score -310730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -306339.937500 Penalty: 2823.528320
	Iteration 0F: 3 clusters Score -306339.9 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -309968.406250 Penalty: 2823.528320
	Iteration 1F: 3 clusters Score -309968.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -312037.062500 Penalty: 2823.528320
	Iteration 2F: 3 clusters Score -312037.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -313135.531250 Penalty: 2823.528320
	Iteration 3F: 3 clusters Score -313135.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -313849.656250 Penalty: 2823.528320
	Iteration 4F: 3 clusters Score -313849.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -314179.906250 Penalty: 2823.528320
	Iteration 5Q: 3 clusters Score -314179.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -314340.187500 Penalty: 2823.528320
	Iteration 6Q: 3 clusters Score -314340.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -314388.343750 Penalty: 2823.528320
	Iteration 7Q: 3 clusters Score -314388.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -314411.531250 Penalty: 2823.528320
	Iteration 8Q: 3 clusters Score -314411.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -314431.500000 Penalty: 2823.528320
	Iteration 9Q: 3 clusters Score -314431.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -314470.281250 Penalty: 2823.528320
	Iteration 10Q: 3 clusters Score -314470.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -314611.250000 Penalty: 2823.528320
	Iteration 11Q: 3 clusters Score -314611.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -315166.437500 Penalty: 2823.528320
	Iteration 12Q: 3 clusters Score -315166.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -315683.562500 Penalty: 2823.528320
	Iteration 13Q: 3 clusters Score -315683.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -315772.593750 Penalty: 2823.528320
	Iteration 14Q: 3 clusters Score -315772.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -315793.500000 Penalty: 2823.528320
	Iteration 15Q: 3 clusters Score -315793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -315796.968750 Penalty: 2823.528320
	Iteration 16Q: 3 clusters Score -315797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -315798.812500 Penalty: 2823.528320
	Iteration 17Q: 3 clusters Score -315798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -315798.062500 Penalty: 2823.528320
	Iteration 18Q: 3 clusters Score -315798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -315798.062500 Penalty: 2823.528320
	Iteration 19F: 3 clusters Score -315798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 4719 members 
Mstep: Class 26 contains 1405 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 78115 members 
Mstep: Class 30 contains 18244 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 22329 members 
Mstep: Class 34 contains 18260 members 
Mstep: Class 35 contains 4880 members 
Mstep: Class 36 contains 3203 members 
Entering Unmasked Estep 
Score: -30877574.000000 Penalty: 77319.101562
Splitting cluster 23 changes total score from -30850014.000000 to -30877574.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 13990 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 10866 members 
Mstep: Class 12 contains 136863 members 
Mstep: Class 13 contains 81530 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30885314.000000 Penalty: 77319.101562
Iteration 39Q: 37 clusters Score -3.088531e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 51568 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 13558 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 10853 members 
Mstep: Class 12 contains 137157 members 
Mstep: Class 13 contains 81497 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 8294 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 17886 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 5021 members 
Mstep: Class 25 contains 4659 members 
Mstep: Class 26 contains 1374 members 
Mstep: Class 27 contains 5207 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 77838 members 
Mstep: Class 30 contains 17636 members 
Mstep: Class 31 contains 5588 members 
Mstep: Class 32 contains 1540 members 
Mstep: Class 33 contains 22104 members 
Mstep: Class 34 contains 17432 members 
Mstep: Class 35 contains 4725 members 
Mstep: Class 36 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30892240.000000 Penalty: 77319.101562
Iteration 40F: 37 clusters Score -3.089224e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 51575 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 13043 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 10828 members 
Mstep: Class 12 contains 135341 members 
Mstep: Class 13 contains 81444 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 17990 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 10829 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 6257 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5224 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 1401 members 
Mstep: Class 27 contains 5239 members 
Mstep: Class 28 contains 7992 members 
Mstep: Class 29 contains 77773 members 
Mstep: Class 30 contains 18140 members 
Mstep: Class 31 contains 5684 members 
Mstep: Class 32 contains 1786 members 
Mstep: Class 33 contains 22967 members 
Mstep: Class 34 contains 17978 members 
Mstep: Class 35 contains 4888 members 
Mstep: Class 36 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30895020.000000 Penalty: 77319.101562
Iteration 41Q: 37 clusters Score -3.089502e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3287 members 
Mstep: Class 3 contains 51599 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 134156 members 
Mstep: Class 13 contains 81409 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 18081 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 10872 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 22 contains 6323 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 5220 members 
Mstep: Class 28 contains 8135 members 
Mstep: Class 29 contains 77671 members 
Mstep: Class 30 contains 18431 members 
Mstep: Class 31 contains 5732 members 
Mstep: Class 32 contains 1938 members 
Mstep: Class 33 contains 23436 members 
Mstep: Class 34 contains 18327 members 
Mstep: Class 35 contains 4945 members 
Mstep: Class 36 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30896738.000000 Penalty: 77319.101562
Iteration 42Q: 37 clusters Score -3.089674e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 51644 members 
Mstep: Class 4 contains 5664 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 12432 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 10803 members 
Mstep: Class 12 contains 133287 members 
Mstep: Class 13 contains 81367 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 15 contains 8125 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 18144 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 10917 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 6359 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 5496 members 
Mstep: Class 25 contains 4870 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 5174 members 
Mstep: Class 28 contains 8247 members 
Mstep: Class 29 contains 77569 members 
Mstep: Class 30 contains 18653 members 
Mstep: Class 31 contains 5728 members 
Mstep: Class 32 contains 2047 members 
Mstep: Class 33 contains 23731 members 
Mstep: Class 34 contains 18580 members 
Mstep: Class 35 contains 4972 members 
Mstep: Class 36 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30897868.000000 Penalty: 77319.101562
Iteration 43Q: 37 clusters Score -3.089787e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 51728 members 
Mstep: Class 4 contains 5684 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 12171 members 
Mstep: Class 7 contains 2002 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 132566 members 
Mstep: Class 13 contains 81323 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 8116 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 18173 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 10942 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 5619 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 5145 members 
Mstep: Class 28 contains 8332 members 
Mstep: Class 29 contains 77498 members 
Mstep: Class 30 contains 18814 members 
Mstep: Class 31 contains 5741 members 
Mstep: Class 32 contains 2119 members 
Mstep: Class 33 contains 23965 members 
Mstep: Class 34 contains 18818 members 
Mstep: Class 35 contains 5012 members 
Mstep: Class 36 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30898654.000000 Penalty: 77319.101562
Iteration 44Q: 37 clusters Score -3.089865e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 51835 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 10778 members 
Mstep: Class 12 contains 131950 members 
Mstep: Class 13 contains 81290 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 2017 members 
Mstep: Class 17 contains 18185 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 10950 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 5121 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 77435 members 
Mstep: Class 30 contains 18912 members 
Mstep: Class 31 contains 5778 members 
Mstep: Class 32 contains 2168 members 
Mstep: Class 33 contains 24151 members 
Mstep: Class 34 contains 19037 members 
Mstep: Class 35 contains 5051 members 
Mstep: Class 36 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30899308.000000 Penalty: 77319.101562
Iteration 45Q: 37 clusters Score -3.089931e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 51922 members 
Mstep: Class 4 contains 5683 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 10767 members 
Mstep: Class 12 contains 131438 members 
Mstep: Class 13 contains 81271 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 8084 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 18188 members 
Mstep: Class 18 contains 527 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 10977 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 5100 members 
Mstep: Class 28 contains 8478 members 
Mstep: Class 29 contains 77389 members 
Mstep: Class 30 contains 18978 members 
Mstep: Class 31 contains 5803 members 
Mstep: Class 32 contains 2200 members 
Mstep: Class 33 contains 24313 members 
Mstep: Class 34 contains 19198 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900024.000000 Penalty: 77319.101562
Iteration 46Q: 37 clusters Score -3.090002e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3369 members 
Mstep: Class 3 contains 52025 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 11483 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 131017 members 
Mstep: Class 13 contains 81248 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 8056 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 18184 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 20 contains 10974 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 6407 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 6019 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 1483 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 8550 members 
Mstep: Class 29 contains 77363 members 
Mstep: Class 30 contains 19060 members 
Mstep: Class 31 contains 5808 members 
Mstep: Class 32 contains 2226 members 
Mstep: Class 33 contains 24439 members 
Mstep: Class 34 contains 19329 members 
Mstep: Class 35 contains 5112 members 
Mstep: Class 36 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30900632.000000 Penalty: 77319.101562
Iteration 47Q: 37 clusters Score -3.090063e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 52118 members 
Mstep: Class 4 contains 5697 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 10747 members 
Mstep: Class 12 contains 130633 members 
Mstep: Class 13 contains 81249 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 18165 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 4890 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 5033 members 
Mstep: Class 28 contains 8615 members 
Mstep: Class 29 contains 77348 members 
Mstep: Class 30 contains 19101 members 
Mstep: Class 31 contains 5827 members 
Mstep: Class 32 contains 2246 members 
Mstep: Class 33 contains 24526 members 
Mstep: Class 34 contains 19469 members 
Mstep: Class 35 contains 5127 members 
Mstep: Class 36 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901132.000000 Penalty: 77319.101562
Iteration 48Q: 37 clusters Score -3.090113e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 52206 members 
Mstep: Class 4 contains 5693 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 2083 members 
Mstep: Class 11 contains 10734 members 
Mstep: Class 12 contains 130305 members 
Mstep: Class 13 contains 81249 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 2013 members 
Mstep: Class 17 contains 18136 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 10951 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 6408 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 6267 members 
Mstep: Class 25 contains 4862 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 5005 members 
Mstep: Class 28 contains 8673 members 
Mstep: Class 29 contains 77326 members 
Mstep: Class 30 contains 19153 members 
Mstep: Class 31 contains 5859 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 24603 members 
Mstep: Class 34 contains 19591 members 
Mstep: Class 35 contains 5140 members 
Mstep: Class 36 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901386.000000 Penalty: 77319.101562
Iteration 49Q: 37 clusters Score -3.090139e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 52292 members 
Mstep: Class 4 contains 5682 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 130034 members 
Mstep: Class 13 contains 81250 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 2073 members 
Mstep: Class 17 contains 18104 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 10937 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 4970 members 
Mstep: Class 28 contains 8729 members 
Mstep: Class 29 contains 77319 members 
Mstep: Class 30 contains 19188 members 
Mstep: Class 31 contains 5890 members 
Mstep: Class 32 contains 2257 members 
Mstep: Class 33 contains 24666 members 
Mstep: Class 34 contains 19696 members 
Mstep: Class 35 contains 5159 members 
Mstep: Class 36 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30901552.000000 Penalty: 77319.101562
Iteration 50Q: 37 clusters Score -3.090155e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 52371 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 1889 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 10700 members 
Mstep: Class 12 contains 129759 members 
Mstep: Class 13 contains 81254 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 18067 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 10919 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 6516 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 8791 members 
Mstep: Class 29 contains 77303 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 2262 members 
Mstep: Class 33 contains 24732 members 
Mstep: Class 34 contains 19812 members 
Mstep: Class 35 contains 5177 members 
Mstep: Class 36 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902016.000000 Penalty: 77319.101562
Iteration 51Q: 37 clusters Score -3.090202e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3541 members 
Mstep: Class 3 contains 52443 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 10670 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 11 contains 10677 members 
Mstep: Class 12 contains 129493 members 
Mstep: Class 13 contains 81265 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 7928 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 18062 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 10900 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 6637 members 
Mstep: Class 25 contains 4679 members 
Mstep: Class 26 contains 1520 members 
Mstep: Class 27 contains 4883 members 
Mstep: Class 28 contains 8867 members 
Mstep: Class 29 contains 77293 members 
Mstep: Class 30 contains 19283 members 
Mstep: Class 31 contains 5953 members 
Mstep: Class 32 contains 2268 members 
Mstep: Class 33 contains 24786 members 
Mstep: Class 34 contains 19898 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902320.000000 Penalty: 77319.101562
Iteration 52Q: 37 clusters Score -3.090232e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 52505 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 10539 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 10664 members 
Mstep: Class 12 contains 129247 members 
Mstep: Class 13 contains 81273 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 18029 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 10897 members 
Mstep: Class 21 contains 1048 members 
Mstep: Class 22 contains 6384 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 6756 members 
Mstep: Class 25 contains 4641 members 
Mstep: Class 26 contains 1524 members 
Mstep: Class 27 contains 4849 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 77285 members 
Mstep: Class 30 contains 19308 members 
Mstep: Class 31 contains 5957 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 24828 members 
Mstep: Class 34 contains 19971 members 
Mstep: Class 35 contains 5207 members 
Mstep: Class 36 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902448.000000 Penalty: 77319.101562
Iteration 53Q: 37 clusters Score -3.090245e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3600 members 
Mstep: Class 3 contains 52567 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 10395 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 10651 members 
Mstep: Class 12 contains 129028 members 
Mstep: Class 13 contains 81278 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 7885 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 18001 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 1051 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 4611 members 
Mstep: Class 26 contains 1527 members 
Mstep: Class 27 contains 4803 members 
Mstep: Class 28 contains 9008 members 
Mstep: Class 29 contains 77272 members 
Mstep: Class 30 contains 19344 members 
Mstep: Class 31 contains 5961 members 
Mstep: Class 32 contains 2261 members 
Mstep: Class 33 contains 24879 members 
Mstep: Class 34 contains 20043 members 
Mstep: Class 35 contains 5212 members 
Mstep: Class 36 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902594.000000 Penalty: 77319.101562
Iteration 54Q: 37 clusters Score -3.090259e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3646 members 
Mstep: Class 3 contains 52628 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 10266 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 2061 members 
Mstep: Class 11 contains 10643 members 
Mstep: Class 12 contains 128834 members 
Mstep: Class 13 contains 81265 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 7857 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 17960 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 10887 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 4752 members 
Mstep: Class 28 contains 9061 members 
Mstep: Class 29 contains 77263 members 
Mstep: Class 30 contains 19383 members 
Mstep: Class 31 contains 5955 members 
Mstep: Class 32 contains 2267 members 
Mstep: Class 33 contains 24912 members 
Mstep: Class 34 contains 20110 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902784.000000 Penalty: 77319.101562
Iteration 55Q: 37 clusters Score -3.090278e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 52681 members 
Mstep: Class 4 contains 5588 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 10639 members 
Mstep: Class 12 contains 128660 members 
Mstep: Class 13 contains 81245 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 17925 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 2649 members 
Mstep: Class 24 contains 7080 members 
Mstep: Class 25 contains 4561 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 4713 members 
Mstep: Class 28 contains 9120 members 
Mstep: Class 29 contains 77256 members 
Mstep: Class 30 contains 19405 members 
Mstep: Class 31 contains 5941 members 
Mstep: Class 32 contains 2269 members 
Mstep: Class 33 contains 24946 members 
Mstep: Class 34 contains 20181 members 
Mstep: Class 35 contains 5235 members 
Mstep: Class 36 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30902978.000000 Penalty: 77319.101562
Iteration 56Q: 37 clusters Score -3.090298e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 52718 members 
Mstep: Class 4 contains 5582 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 10002 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 2049 members 
Mstep: Class 11 contains 10637 members 
Mstep: Class 12 contains 128502 members 
Mstep: Class 13 contains 81228 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 7790 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 17894 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 7178 members 
Mstep: Class 25 contains 4548 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 77262 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 2272 members 
Mstep: Class 33 contains 24988 members 
Mstep: Class 34 contains 20252 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903180.000000 Penalty: 77319.101562
Iteration 57Q: 37 clusters Score -3.090318e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 52768 members 
Mstep: Class 4 contains 5582 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 128336 members 
Mstep: Class 13 contains 81204 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 17867 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 10854 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 1529 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 9232 members 
Mstep: Class 29 contains 77263 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 25026 members 
Mstep: Class 34 contains 20323 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903348.000000 Penalty: 77319.101562
Iteration 58Q: 37 clusters Score -3.090335e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 52813 members 
Mstep: Class 4 contains 5589 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9785 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 12 contains 128177 members 
Mstep: Class 13 contains 81169 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 7733 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 17853 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10855 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 7325 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 4604 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 77261 members 
Mstep: Class 30 contains 19416 members 
Mstep: Class 31 contains 5935 members 
Mstep: Class 32 contains 2284 members 
Mstep: Class 33 contains 25053 members 
Mstep: Class 34 contains 20389 members 
Mstep: Class 35 contains 5264 members 
Mstep: Class 36 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903344.000000 Penalty: 77319.101562
Iteration 59Q: 37 clusters Score -3.090334e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 52845 members 
Mstep: Class 4 contains 5584 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 10603 members 
Mstep: Class 12 contains 128036 members 
Mstep: Class 13 contains 81135 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 7724 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 17816 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 7389 members 
Mstep: Class 25 contains 4502 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 4566 members 
Mstep: Class 28 contains 9355 members 
Mstep: Class 29 contains 77259 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 5931 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 25069 members 
Mstep: Class 34 contains 20450 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 36 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30903658.000000 Penalty: 77319.101562
Iteration 60F: 37 clusters Score -3.090366e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 52853 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 10591 members 
Mstep: Class 12 contains 127916 members 
Mstep: Class 13 contains 81107 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 17754 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10865 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 7497 members 
Mstep: Class 25 contains 4492 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 4539 members 
Mstep: Class 28 contains 9415 members 
Mstep: Class 29 contains 77251 members 
Mstep: Class 30 contains 19407 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 2316 members 
Mstep: Class 33 contains 25081 members 
Mstep: Class 34 contains 20504 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 36 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904364.000000 Penalty: 77319.101562
Iteration 61Q: 37 clusters Score -3.090436e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 52879 members 
Mstep: Class 4 contains 5569 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 3002 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 10575 members 
Mstep: Class 12 contains 127792 members 
Mstep: Class 13 contains 81091 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 7692 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 17664 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 7607 members 
Mstep: Class 25 contains 4484 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 9487 members 
Mstep: Class 29 contains 77247 members 
Mstep: Class 30 contains 19397 members 
Mstep: Class 31 contains 5878 members 
Mstep: Class 32 contains 2342 members 
Mstep: Class 33 contains 25087 members 
Mstep: Class 34 contains 20564 members 
Mstep: Class 35 contains 5294 members 
Mstep: Class 36 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904844.000000 Penalty: 77319.101562
Iteration 62Q: 37 clusters Score -3.090484e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4052 members 
Mstep: Class 3 contains 52920 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9510 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 10567 members 
Mstep: Class 12 contains 127684 members 
Mstep: Class 13 contains 81082 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 17568 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10898 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 2658 members 
Mstep: Class 24 contains 7704 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 4473 members 
Mstep: Class 28 contains 9548 members 
Mstep: Class 29 contains 77249 members 
Mstep: Class 30 contains 19403 members 
Mstep: Class 31 contains 5849 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 25106 members 
Mstep: Class 34 contains 20623 members 
Mstep: Class 35 contains 5307 members 
Mstep: Class 36 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30904992.000000 Penalty: 77319.101562
Iteration 63Q: 37 clusters Score -3.090499e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 52966 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 10558 members 
Mstep: Class 12 contains 127612 members 
Mstep: Class 13 contains 81073 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 2889 members 
Mstep: Class 17 contains 17472 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7798 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 4436 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 19412 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 25111 members 
Mstep: Class 34 contains 20673 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905170.000000 Penalty: 77319.101562
Iteration 64Q: 37 clusters Score -3.090517e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4173 members 
Mstep: Class 3 contains 53012 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 2546 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 1980 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 127575 members 
Mstep: Class 13 contains 81029 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 7634 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 17368 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 10925 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 7887 members 
Mstep: Class 25 contains 4463 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 77241 members 
Mstep: Class 30 contains 19407 members 
Mstep: Class 31 contains 5798 members 
Mstep: Class 32 contains 2359 members 
Mstep: Class 33 contains 25119 members 
Mstep: Class 34 contains 20708 members 
Mstep: Class 35 contains 5310 members 
Mstep: Class 36 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905326.000000 Penalty: 77319.101562
Iteration 65Q: 37 clusters Score -3.090533e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 53068 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 127556 members 
Mstep: Class 13 contains 81011 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 7616 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 17272 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 10925 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 6355 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 7964 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 9682 members 
Mstep: Class 29 contains 77240 members 
Mstep: Class 30 contains 19400 members 
Mstep: Class 31 contains 5760 members 
Mstep: Class 32 contains 2365 members 
Mstep: Class 33 contains 25133 members 
Mstep: Class 34 contains 20734 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905484.000000 Penalty: 77319.101562
Iteration 66Q: 37 clusters Score -3.090548e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 53125 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9152 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 127533 members 
Mstep: Class 13 contains 80997 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 7596 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 17177 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 10934 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 6352 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 8058 members 
Mstep: Class 25 contains 4461 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 9722 members 
Mstep: Class 29 contains 77241 members 
Mstep: Class 30 contains 19392 members 
Mstep: Class 31 contains 5735 members 
Mstep: Class 32 contains 2366 members 
Mstep: Class 33 contains 25142 members 
Mstep: Class 34 contains 20751 members 
Mstep: Class 35 contains 5324 members 
Mstep: Class 36 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905650.000000 Penalty: 77319.101562
Iteration 67Q: 37 clusters Score -3.090565e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 53171 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 127539 members 
Mstep: Class 13 contains 80984 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 7561 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10947 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 6349 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 8151 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 4316 members 
Mstep: Class 28 contains 9758 members 
Mstep: Class 29 contains 77247 members 
Mstep: Class 30 contains 19382 members 
Mstep: Class 31 contains 5712 members 
Mstep: Class 32 contains 2366 members 
Mstep: Class 33 contains 25149 members 
Mstep: Class 34 contains 20771 members 
Mstep: Class 35 contains 5325 members 
Mstep: Class 36 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30905876.000000 Penalty: 77319.101562
Iteration 68Q: 37 clusters Score -3.090588e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 53205 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 9002 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 127513 members 
Mstep: Class 13 contains 80981 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 16957 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10956 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 8248 members 
Mstep: Class 25 contains 4461 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 9808 members 
Mstep: Class 29 contains 77251 members 
Mstep: Class 30 contains 19383 members 
Mstep: Class 31 contains 5686 members 
Mstep: Class 32 contains 2376 members 
Mstep: Class 33 contains 25157 members 
Mstep: Class 34 contains 20789 members 
Mstep: Class 35 contains 5327 members 
Mstep: Class 36 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906004.000000 Penalty: 77319.101562
Iteration 69Q: 37 clusters Score -3.0906e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 53251 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 8908 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 3085 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 127483 members 
Mstep: Class 13 contains 80979 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 7512 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10956 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 8355 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 9863 members 
Mstep: Class 29 contains 77254 members 
Mstep: Class 30 contains 19376 members 
Mstep: Class 31 contains 5672 members 
Mstep: Class 32 contains 2377 members 
Mstep: Class 33 contains 25155 members 
Mstep: Class 34 contains 20812 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906004.000000 Penalty: 77319.101562
Iteration 70Q: 37 clusters Score -3.0906e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 53284 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 2511 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 127453 members 
Mstep: Class 13 contains 80977 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 7489 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 16778 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10956 members 
Mstep: Class 21 contains 1230 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 2669 members 
Mstep: Class 24 contains 8447 members 
Mstep: Class 25 contains 4463 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 9919 members 
Mstep: Class 29 contains 77261 members 
Mstep: Class 30 contains 19375 members 
Mstep: Class 31 contains 5659 members 
Mstep: Class 32 contains 2382 members 
Mstep: Class 33 contains 25159 members 
Mstep: Class 34 contains 20838 members 
Mstep: Class 35 contains 5344 members 
Mstep: Class 36 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906096.000000 Penalty: 77319.101562
Iteration 71Q: 37 clusters Score -3.09061e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 53318 members 
Mstep: Class 4 contains 5455 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 8767 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 127406 members 
Mstep: Class 13 contains 80985 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 16707 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10957 members 
Mstep: Class 21 contains 1237 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 8532 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 9980 members 
Mstep: Class 29 contains 77264 members 
Mstep: Class 30 contains 19363 members 
Mstep: Class 31 contains 5648 members 
Mstep: Class 32 contains 2379 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 20872 members 
Mstep: Class 35 contains 5347 members 
Mstep: Class 36 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906394.000000 Penalty: 77319.101562
Iteration 72Q: 37 clusters Score -3.090639e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 53350 members 
Mstep: Class 4 contains 5452 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 8693 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 127364 members 
Mstep: Class 13 contains 80978 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 7444 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 17 contains 16618 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10962 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 6333 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 8634 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 4147 members 
Mstep: Class 28 contains 10044 members 
Mstep: Class 29 contains 77267 members 
Mstep: Class 30 contains 19356 members 
Mstep: Class 31 contains 5653 members 
Mstep: Class 32 contains 2372 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 20903 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906332.000000 Penalty: 77319.101562
Iteration 73Q: 37 clusters Score -3.090633e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 53384 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 127321 members 
Mstep: Class 13 contains 80971 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 3172 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10962 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 6324 members 
Mstep: Class 23 contains 2672 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 4455 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 4113 members 
Mstep: Class 28 contains 10103 members 
Mstep: Class 29 contains 77264 members 
Mstep: Class 30 contains 19360 members 
Mstep: Class 31 contains 5653 members 
Mstep: Class 32 contains 2377 members 
Mstep: Class 33 contains 25156 members 
Mstep: Class 34 contains 20925 members 
Mstep: Class 35 contains 5364 members 
Mstep: Class 36 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906562.000000 Penalty: 77319.101562
Iteration 74Q: 37 clusters Score -3.090656e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 53403 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 8604 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 3125 members 
Mstep: Class 10 contains 1874 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 127267 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 16506 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10955 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 6316 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 4452 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 4080 members 
Mstep: Class 28 contains 10168 members 
Mstep: Class 29 contains 77266 members 
Mstep: Class 30 contains 19356 members 
Mstep: Class 31 contains 5658 members 
Mstep: Class 32 contains 2377 members 
Mstep: Class 33 contains 25152 members 
Mstep: Class 34 contains 20950 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30906984.000000 Penalty: 77319.101562
Iteration 75Q: 37 clusters Score -3.090698e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 53426 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 8578 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 127196 members 
Mstep: Class 13 contains 80960 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 3199 members 
Mstep: Class 17 contains 16469 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10948 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 8801 members 
Mstep: Class 25 contains 4450 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 4060 members 
Mstep: Class 28 contains 10229 members 
Mstep: Class 29 contains 77266 members 
Mstep: Class 30 contains 19359 members 
Mstep: Class 31 contains 5662 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 25151 members 
Mstep: Class 34 contains 20975 members 
Mstep: Class 35 contains 5382 members 
Mstep: Class 36 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907382.000000 Penalty: 77319.101562
Iteration 76Q: 37 clusters Score -3.090738e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 53455 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 2496 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 127121 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7346 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 17 contains 16447 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10943 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 6304 members 
Mstep: Class 23 contains 2676 members 
Mstep: Class 24 contains 8821 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 19355 members 
Mstep: Class 31 contains 5667 members 
Mstep: Class 32 contains 2396 members 
Mstep: Class 33 contains 25149 members 
Mstep: Class 34 contains 20993 members 
Mstep: Class 35 contains 5391 members 
Mstep: Class 36 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907544.000000 Penalty: 77319.101562
Iteration 77Q: 37 clusters Score -3.090754e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 53475 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 8490 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 127043 members 
Mstep: Class 13 contains 80976 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7321 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 16422 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10926 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 6304 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 8837 members 
Mstep: Class 25 contains 4445 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 4042 members 
Mstep: Class 28 contains 10360 members 
Mstep: Class 29 contains 77268 members 
Mstep: Class 30 contains 19359 members 
Mstep: Class 31 contains 5672 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 25155 members 
Mstep: Class 34 contains 21015 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30907650.000000 Penalty: 77319.101562
Iteration 78Q: 37 clusters Score -3.090765e+07 nChanged 353
Entering ConstructFrom: 
Score: -30907650.000000 Penalty: 77319.101562
Entering ConstructFrom: 
Trying to split cluster 1 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -228736.515625 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -228736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -225567.890625 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -225567.9 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -226725.828125 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -226725.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -227074.046875 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -227074 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -227323.890625 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -227323.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -227522.640625 Penalty: 2681.621338
	Iteration 4F: 3 clusters Score -227522.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -227704.359375 Penalty: 2681.621338
	Iteration 5F: 3 clusters Score -227704.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -227908.250000 Penalty: 2681.621338
	Iteration 6F: 3 clusters Score -227908.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228122.578125 Penalty: 2681.621338
	Iteration 7F: 3 clusters Score -228122.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -228317.828125 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -228317.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228467.218750 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -228467.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -228561.796875 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -228561.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228602.109375 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -228602.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -228623.890625 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -228623.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -228637.156250 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -228637.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -228646.593750 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -228646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228656.234375 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -228656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228661.656250 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -228661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -228664.140625 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -228664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228664.703125 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -228664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -228665.203125 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -228665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -228665.203125 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -228665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -240214.703125 Penalty: 1369.110718
	Iteration 0F: 2 clusters Score -240214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -236476.843750 Penalty: 2738.221436
	Iteration 0F: 3 clusters Score -236476.8 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -237508.312500 Penalty: 2738.221436
	Iteration 1F: 3 clusters Score -237508.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -237717.953125 Penalty: 2738.221436
	Iteration 2F: 3 clusters Score -237718 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -237896.187500 Penalty: 2738.221436
	Iteration 3F: 3 clusters Score -237896.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -238054.953125 Penalty: 2738.221436
	Iteration 4F: 3 clusters Score -238055 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -238189.562500 Penalty: 2738.221436
	Iteration 5F: 3 clusters Score -238189.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -238297.968750 Penalty: 2738.221436
	Iteration 6Q: 3 clusters Score -238298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -238395.171875 Penalty: 2738.221436
	Iteration 7Q: 3 clusters Score -238395.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -238485.875000 Penalty: 2738.221436
	Iteration 8Q: 3 clusters Score -238485.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -238593.375000 Penalty: 2738.221436
	Iteration 9Q: 3 clusters Score -238593.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -238686.750000 Penalty: 2738.221436
	Iteration 10Q: 3 clusters Score -238686.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -238767.609375 Penalty: 2738.221436
	Iteration 11Q: 3 clusters Score -238767.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -238858.390625 Penalty: 2738.221436
	Iteration 12Q: 3 clusters Score -238858.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -238941.281250 Penalty: 2738.221436
	Iteration 13Q: 3 clusters Score -238941.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -239011.015625 Penalty: 2738.221436
	Iteration 14Q: 3 clusters Score -239011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -239071.421875 Penalty: 2738.221436
	Iteration 15Q: 3 clusters Score -239071.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -239122.812500 Penalty: 2738.221436
	Iteration 16Q: 3 clusters Score -239122.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -239158.390625 Penalty: 2738.221436
	Iteration 17Q: 3 clusters Score -239158.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -239183.453125 Penalty: 2738.221436
	Iteration 18Q: 3 clusters Score -239183.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -239205.281250 Penalty: 2738.221436
	Iteration 19Q: 3 clusters Score -239205.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -239225.546875 Penalty: 2738.221436
	Iteration 20F: 3 clusters Score -239225.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -239243.468750 Penalty: 2738.221436
	Iteration 21Q: 3 clusters Score -239243.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -239256.171875 Penalty: 2738.221436
	Iteration 22Q: 3 clusters Score -239256.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -239262.937500 Penalty: 2738.221436
	Iteration 23Q: 3 clusters Score -239262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -239265.937500 Penalty: 2738.221436
	Iteration 24Q: 3 clusters Score -239265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -239268.843750 Penalty: 2738.221436
	Iteration 25Q: 3 clusters Score -239268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -239270.578125 Penalty: 2738.221436
	Iteration 26Q: 3 clusters Score -239270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -239272.062500 Penalty: 2738.221436
	Iteration 27Q: 3 clusters Score -239272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -239274.671875 Penalty: 2738.221436
	Iteration 28Q: 3 clusters Score -239274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -239276.796875 Penalty: 2738.221436
	Iteration 29Q: 3 clusters Score -239276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -239277.812500 Penalty: 2738.221436
	Iteration 30Q: 3 clusters Score -239277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -239279.156250 Penalty: 2738.221436
	Iteration 31Q: 3 clusters Score -239279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -239280.375000 Penalty: 2738.221436
	Iteration 32Q: 3 clusters Score -239280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -239281.781250 Penalty: 2738.221436
	Iteration 33Q: 3 clusters Score -239281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -239283.375000 Penalty: 2738.221436
	Iteration 34Q: 3 clusters Score -239283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -239283.234375 Penalty: 2738.221436
	Iteration 35Q: 3 clusters Score -239283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -239283.234375 Penalty: 2738.221436
	Iteration 36F: 3 clusters Score -239283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Entering Unmasked Estep 
Score: -3243715.750000 Penalty: 1769.172119
	Iteration 0F: 2 clusters Score -3243716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3207858.750000 Penalty: 3538.344238
	Iteration 0F: 3 clusters Score -3207859 nChanged 25263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3222076.000000 Penalty: 3538.344238
	Iteration 1F: 3 clusters Score -3222076 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3222641.250000 Penalty: 3538.344238
	Iteration 2Q: 3 clusters Score -3222641 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3223336.000000 Penalty: 3538.344238
	Iteration 3Q: 3 clusters Score -3223336 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3224433.250000 Penalty: 3538.344238
	Iteration 4Q: 3 clusters Score -3224433 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3226005.000000 Penalty: 3538.344238
	Iteration 5F: 3 clusters Score -3226005 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -3228205.250000 Penalty: 3538.344238
	Iteration 6F: 3 clusters Score -3228205 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -3230814.750000 Penalty: 3538.344238
	Iteration 7F: 3 clusters Score -3230815 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -3233463.000000 Penalty: 3538.344238
	Iteration 8F: 3 clusters Score -3233463 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -3235757.250000 Penalty: 3538.344238
	Iteration 9F: 3 clusters Score -3235757 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -3237625.250000 Penalty: 3538.344238
	Iteration 10Q: 3 clusters Score -3237625 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -3239091.750000 Penalty: 3538.344238
	Iteration 11Q: 3 clusters Score -3239092 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -3240171.250000 Penalty: 3538.344238
	Iteration 12Q: 3 clusters Score -3240171 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -3240888.750000 Penalty: 3538.344238
	Iteration 13Q: 3 clusters Score -3240889 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -3241315.000000 Penalty: 3538.344238
	Iteration 14Q: 3 clusters Score -3241315 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -3241600.000000 Penalty: 3538.344238
	Iteration 15Q: 3 clusters Score -3241600 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -3241795.750000 Penalty: 3538.344238
	Iteration 16Q: 3 clusters Score -3241796 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -3241925.000000 Penalty: 3538.344238
	Iteration 17Q: 3 clusters Score -3241925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -3242007.500000 Penalty: 3538.344238
	Iteration 18Q: 3 clusters Score -3242008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -3242055.500000 Penalty: 3538.344238
	Iteration 19Q: 3 clusters Score -3242056 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -3242114.500000 Penalty: 3538.344238
	Iteration 20F: 3 clusters Score -3242114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -3242171.000000 Penalty: 3538.344238
	Iteration 21Q: 3 clusters Score -3242171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -3242186.750000 Penalty: 3538.344238
	Iteration 22Q: 3 clusters Score -3242187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -3242213.750000 Penalty: 3538.344238
	Iteration 23Q: 3 clusters Score -3242214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -3242241.750000 Penalty: 3538.344238
	Iteration 24Q: 3 clusters Score -3242242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -3242253.000000 Penalty: 3538.344238
	Iteration 25Q: 3 clusters Score -3242253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -3242276.250000 Penalty: 3538.344238
	Iteration 26Q: 3 clusters Score -3242276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -3242287.250000 Penalty: 3538.344238
	Iteration 27Q: 3 clusters Score -3242287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -3242301.250000 Penalty: 3538.344238
	Iteration 28Q: 3 clusters Score -3242301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -3242315.000000 Penalty: 3538.344238
	Iteration 29Q: 3 clusters Score -3242315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -3242321.750000 Penalty: 3538.344238
	Iteration 30Q: 3 clusters Score -3242322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -3242328.250000 Penalty: 3538.344238
	Iteration 31Q: 3 clusters Score -3242328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -3242341.000000 Penalty: 3538.344238
	Iteration 32Q: 3 clusters Score -3242341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -3242342.750000 Penalty: 3538.344238
	Iteration 33Q: 3 clusters Score -3242343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -3242351.000000 Penalty: 3538.344238
	Iteration 34Q: 3 clusters Score -3242351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -3242355.000000 Penalty: 3538.344238
	Iteration 35Q: 3 clusters Score -3242355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -3242366.250000 Penalty: 3538.344238
	Iteration 36Q: 3 clusters Score -3242366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -3242365.750000 Penalty: 3538.344238
	Iteration 37Q: 3 clusters Score -3242366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -3242366.000000 Penalty: 3538.344238
	Iteration 38Q: 3 clusters Score -3242366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -3242372.500000 Penalty: 3538.344238
	Iteration 39Q: 3 clusters Score -3242372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -3242371.750000 Penalty: 3538.344238
	Iteration 40F: 3 clusters Score -3242372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -3242370.750000 Penalty: 3538.344238
	Iteration 41Q: 3 clusters Score -3242371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -3242367.250000 Penalty: 3538.344238
	Iteration 42Q: 3 clusters Score -3242367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -3242367.250000 Penalty: 3538.344238
	Iteration 43F: 3 clusters Score -3242367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -288370.906250 Penalty: 1397.629761
	Iteration 0F: 2 clusters Score -288370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -284128.375000 Penalty: 2795.259521
	Iteration 0F: 3 clusters Score -284128.4 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -285335.125000 Penalty: 2795.259521
	Iteration 1F: 3 clusters Score -285335.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -285603.968750 Penalty: 2795.259521
	Iteration 2F: 3 clusters Score -285604 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -285839.093750 Penalty: 2795.259521
	Iteration 3F: 3 clusters Score -285839.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -286039.187500 Penalty: 2795.259521
	Iteration 4F: 3 clusters Score -286039.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -286230.281250 Penalty: 2795.259521
	Iteration 5Q: 3 clusters Score -286230.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -286424.812500 Penalty: 2795.259521
	Iteration 6Q: 3 clusters Score -286424.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -286606.468750 Penalty: 2795.259521
	Iteration 7Q: 3 clusters Score -286606.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -286736.000000 Penalty: 2795.259521
	Iteration 8Q: 3 clusters Score -286736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286847.281250 Penalty: 2795.259521
	Iteration 9Q: 3 clusters Score -286847.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -286941.343750 Penalty: 2795.259521
	Iteration 10Q: 3 clusters Score -286941.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -287016.593750 Penalty: 2795.259521
	Iteration 11Q: 3 clusters Score -287016.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287075.125000 Penalty: 2795.259521
	Iteration 12Q: 3 clusters Score -287075.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287127.718750 Penalty: 2795.259521
	Iteration 13Q: 3 clusters Score -287127.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -287181.937500 Penalty: 2795.259521
	Iteration 14Q: 3 clusters Score -287181.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -287256.312500 Penalty: 2795.259521
	Iteration 15Q: 3 clusters Score -287256.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287331.937500 Penalty: 2795.259521
	Iteration 16Q: 3 clusters Score -287331.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -287405.937500 Penalty: 2795.259521
	Iteration 17Q: 3 clusters Score -287405.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -287456.625000 Penalty: 2795.259521
	Iteration 18Q: 3 clusters Score -287456.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -287489.062500 Penalty: 2795.259521
	Iteration 19Q: 3 clusters Score -287489.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -287513.156250 Penalty: 2795.259521
	Iteration 20F: 3 clusters Score -287513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -287530.562500 Penalty: 2795.259521
	Iteration 21Q: 3 clusters Score -287530.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -287539.718750 Penalty: 2795.259521
	Iteration 22Q: 3 clusters Score -287539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -287546.406250 Penalty: 2795.259521
	Iteration 23Q: 3 clusters Score -287546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -287547.437500 Penalty: 2795.259521
	Iteration 24Q: 3 clusters Score -287547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -287549.375000 Penalty: 2795.259521
	Iteration 25Q: 3 clusters Score -287549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -287551.218750 Penalty: 2795.259521
	Iteration 26Q: 3 clusters Score -287551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -287552.812500 Penalty: 2795.259521
	Iteration 27Q: 3 clusters Score -287552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -287555.375000 Penalty: 2795.259521
	Iteration 28Q: 3 clusters Score -287555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -287557.406250 Penalty: 2795.259521
	Iteration 29Q: 3 clusters Score -287557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -287559.843750 Penalty: 2795.259521
	Iteration 30Q: 3 clusters Score -287559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -287561.312500 Penalty: 2795.259521
	Iteration 31Q: 3 clusters Score -287561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287561.750000 Penalty: 2795.259521
	Iteration 32Q: 3 clusters Score -287561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -287563.125000 Penalty: 2795.259521
	Iteration 33Q: 3 clusters Score -287563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -287565.062500 Penalty: 2795.259521
	Iteration 34Q: 3 clusters Score -287565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287566.343750 Penalty: 2795.259521
	Iteration 35Q: 3 clusters Score -287566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -287566.875000 Penalty: 2795.259521
	Iteration 36Q: 3 clusters Score -287566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -287567.406250 Penalty: 2795.259521
	Iteration 37Q: 3 clusters Score -287567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -287567.468750 Penalty: 2795.259521
	Iteration 38Q: 3 clusters Score -287567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -287568.281250 Penalty: 2795.259521
	Iteration 39Q: 3 clusters Score -287568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -287568.968750 Penalty: 2795.259521
	Iteration 40F: 3 clusters Score -287569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -287569.500000 Penalty: 2795.259521
	Iteration 41Q: 3 clusters Score -287569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -287569.500000 Penalty: 2795.259521
	Iteration 42F: 3 clusters Score -287569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -140579.265625 Penalty: 1271.407471
	Iteration 0F: 2 clusters Score -140579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -138180.328125 Penalty: 2542.814941
	Iteration 0F: 3 clusters Score -138180.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -138748.218750 Penalty: 2542.814941
	Iteration 1F: 3 clusters Score -138748.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -138909.656250 Penalty: 2542.814941
	Iteration 2F: 3 clusters Score -138909.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -139033.609375 Penalty: 2542.814941
	Iteration 3F: 3 clusters Score -139033.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -139156.781250 Penalty: 2542.814941
	Iteration 4F: 3 clusters Score -139156.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -139255.984375 Penalty: 2542.814941
	Iteration 5Q: 3 clusters Score -139256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -139348.218750 Penalty: 2542.814941
	Iteration 6Q: 3 clusters Score -139348.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -139440.875000 Penalty: 2542.814941
	Iteration 7Q: 3 clusters Score -139440.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -139533.531250 Penalty: 2542.814941
	Iteration 8Q: 3 clusters Score -139533.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -139597.250000 Penalty: 2542.814941
	Iteration 9Q: 3 clusters Score -139597.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -139639.078125 Penalty: 2542.814941
	Iteration 10Q: 3 clusters Score -139639.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -139676.500000 Penalty: 2542.814941
	Iteration 11Q: 3 clusters Score -139676.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -139703.890625 Penalty: 2542.814941
	Iteration 12Q: 3 clusters Score -139703.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -139724.640625 Penalty: 2542.814941
	Iteration 13Q: 3 clusters Score -139724.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -139743.500000 Penalty: 2542.814941
	Iteration 14Q: 3 clusters Score -139743.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -139756.328125 Penalty: 2542.814941
	Iteration 15Q: 3 clusters Score -139756.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -139766.781250 Penalty: 2542.814941
	Iteration 16Q: 3 clusters Score -139766.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -139774.921875 Penalty: 2542.814941
	Iteration 17Q: 3 clusters Score -139774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -139784.093750 Penalty: 2542.814941
	Iteration 18Q: 3 clusters Score -139784.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -139791.812500 Penalty: 2542.814941
	Iteration 19Q: 3 clusters Score -139791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -139796.796875 Penalty: 2542.814941
	Iteration 20F: 3 clusters Score -139796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -139803.781250 Penalty: 2542.814941
	Iteration 21Q: 3 clusters Score -139803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -139805.812500 Penalty: 2542.814941
	Iteration 22Q: 3 clusters Score -139805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -139806.968750 Penalty: 2542.814941
	Iteration 23Q: 3 clusters Score -139807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -139806.968750 Penalty: 2542.814941
	Iteration 24F: 3 clusters Score -139807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Entering Unmasked Estep 
Score: -511571.218750 Penalty: 1469.312256
	Iteration 0F: 2 clusters Score -511571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -505459.343750 Penalty: 2938.624512
	Iteration 0F: 3 clusters Score -505459.3 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -507310.437500 Penalty: 2938.624512
	Iteration 1F: 3 clusters Score -507310.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -507523.500000 Penalty: 2938.624512
	Iteration 2F: 3 clusters Score -507523.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -507677.062500 Penalty: 2938.624512
	Iteration 3Q: 3 clusters Score -507677.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -507835.406250 Penalty: 2938.624512
	Iteration 4Q: 3 clusters Score -507835.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -508004.468750 Penalty: 2938.624512
	Iteration 5Q: 3 clusters Score -508004.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -508196.218750 Penalty: 2938.624512
	Iteration 6Q: 3 clusters Score -508196.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -508385.093750 Penalty: 2938.624512
	Iteration 7Q: 3 clusters Score -508385.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -508576.156250 Penalty: 2938.624512
	Iteration 8Q: 3 clusters Score -508576.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -508771.906250 Penalty: 2938.624512
	Iteration 9Q: 3 clusters Score -508771.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -508933.406250 Penalty: 2938.624512
	Iteration 10Q: 3 clusters Score -508933.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -509060.281250 Penalty: 2938.624512
	Iteration 11Q: 3 clusters Score -509060.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -509194.500000 Penalty: 2938.624512
	Iteration 12Q: 3 clusters Score -509194.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -509317.000000 Penalty: 2938.624512
	Iteration 13Q: 3 clusters Score -509317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -509415.312500 Penalty: 2938.624512
	Iteration 14Q: 3 clusters Score -509415.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -509493.968750 Penalty: 2938.624512
	Iteration 15Q: 3 clusters Score -509494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -509550.375000 Penalty: 2938.624512
	Iteration 16Q: 3 clusters Score -509550.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -509601.281250 Penalty: 2938.624512
	Iteration 17Q: 3 clusters Score -509601.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -509638.031250 Penalty: 2938.624512
	Iteration 18Q: 3 clusters Score -509638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -509664.125000 Penalty: 2938.624512
	Iteration 19Q: 3 clusters Score -509664.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -509678.312500 Penalty: 2938.624512
	Iteration 20F: 3 clusters Score -509678.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -509693.625000 Penalty: 2938.624512
	Iteration 21Q: 3 clusters Score -509693.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -509707.875000 Penalty: 2938.624512
	Iteration 22Q: 3 clusters Score -509707.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -509715.468750 Penalty: 2938.624512
	Iteration 23Q: 3 clusters Score -509715.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -509722.937500 Penalty: 2938.624512
	Iteration 24Q: 3 clusters Score -509722.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -509726.406250 Penalty: 2938.624512
	Iteration 25Q: 3 clusters Score -509726.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -509728.937500 Penalty: 2938.624512
	Iteration 26Q: 3 clusters Score -509728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -509731.906250 Penalty: 2938.624512
	Iteration 27Q: 3 clusters Score -509731.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -509733.937500 Penalty: 2938.624512
	Iteration 28Q: 3 clusters Score -509733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -509733.531250 Penalty: 2938.624512
	Iteration 29Q: 3 clusters Score -509733.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -509734.375000 Penalty: 2938.624512
	Iteration 30Q: 3 clusters Score -509734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -509738.406250 Penalty: 2938.624512
	Iteration 31Q: 3 clusters Score -509738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -509738.187500 Penalty: 2938.624512
	Iteration 32Q: 3 clusters Score -509738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -509737.968750 Penalty: 2938.624512
	Iteration 33Q: 3 clusters Score -509738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -509740.281250 Penalty: 2938.624512
	Iteration 34Q: 3 clusters Score -509740.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -509742.875000 Penalty: 2938.624512
	Iteration 35Q: 3 clusters Score -509742.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -509743.718750 Penalty: 2938.624512
	Iteration 36Q: 3 clusters Score -509743.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -509747.281250 Penalty: 2938.624512
	Iteration 37Q: 3 clusters Score -509747.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -509749.875000 Penalty: 2938.624512
	Iteration 38Q: 3 clusters Score -509749.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -509752.781250 Penalty: 2938.624512
	Iteration 39Q: 3 clusters Score -509752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -509753.500000 Penalty: 2938.624512
	Iteration 40F: 3 clusters Score -509753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -509753.312500 Penalty: 2938.624512
	Iteration 41Q: 3 clusters Score -509753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -509755.875000 Penalty: 2938.624512
	Iteration 42Q: 3 clusters Score -509755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -509755.937500 Penalty: 2938.624512
	Iteration 43Q: 3 clusters Score -509755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -509756.312500 Penalty: 2938.624512
	Iteration 44Q: 3 clusters Score -509756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -509756.625000 Penalty: 2938.624512
	Iteration 45Q: 3 clusters Score -509756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -509757.125000 Penalty: 2938.624512
	Iteration 46Q: 3 clusters Score -509757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -509757.875000 Penalty: 2938.624512
	Iteration 47Q: 3 clusters Score -509757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -509758.187500 Penalty: 2938.624512
	Iteration 48Q: 3 clusters Score -509758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -509758.406250 Penalty: 2938.624512
	Iteration 49Q: 3 clusters Score -509758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -509760.500000 Penalty: 2938.624512
	Iteration 50Q: 3 clusters Score -509760.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -509764.375000 Penalty: 2938.624512
	Iteration 51Q: 3 clusters Score -509764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -509765.093750 Penalty: 2938.624512
	Iteration 52Q: 3 clusters Score -509765.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -509768.312500 Penalty: 2938.624512
	Iteration 53Q: 3 clusters Score -509768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -509770.968750 Penalty: 2938.624512
	Iteration 54Q: 3 clusters Score -509771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -509771.812500 Penalty: 2938.624512
	Iteration 55Q: 3 clusters Score -509771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -509772.031250 Penalty: 2938.624512
	Iteration 56Q: 3 clusters Score -509772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -509772.906250 Penalty: 2938.624512
	Iteration 57Q: 3 clusters Score -509772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -509774.312500 Penalty: 2938.624512
	Iteration 58Q: 3 clusters Score -509774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -509774.562500 Penalty: 2938.624512
	Iteration 59Q: 3 clusters Score -509774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -509775.281250 Penalty: 2938.624512
	Iteration 60F: 3 clusters Score -509775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -509775.156250 Penalty: 2938.624512
	Iteration 61Q: 3 clusters Score -509775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -509775.718750 Penalty: 2938.624512
	Iteration 62Q: 3 clusters Score -509775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -509778.156250 Penalty: 2938.624512
	Iteration 63Q: 3 clusters Score -509778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -509778.468750 Penalty: 2938.624512
	Iteration 64Q: 3 clusters Score -509778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -509779.000000 Penalty: 2938.624512
	Iteration 65Q: 3 clusters Score -509779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -509779.625000 Penalty: 2938.624512
	Iteration 66Q: 3 clusters Score -509779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -509780.437500 Penalty: 2938.624512
	Iteration 67Q: 3 clusters Score -509780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -509780.343750 Penalty: 2938.624512
	Iteration 68Q: 3 clusters Score -509780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -509780.843750 Penalty: 2938.624512
	Iteration 69Q: 3 clusters Score -509780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -509780.843750 Penalty: 2938.624512
	Iteration 70F: 3 clusters Score -509780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -78534.804688 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -78534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -76608.953125 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -76608.95 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -77276.664062 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -77276.66 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -77570.335938 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -77570.34 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -77799.828125 Penalty: 2444.428223
	Iteration 3F: 3 clusters Score -77799.83 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -77995.953125 Penalty: 2444.428223
	Iteration 4F: 3 clusters Score -77995.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -78167.867188 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -78167.87 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78337.148438 Penalty: 2444.428223
	Iteration 6F: 3 clusters Score -78337.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -78453.328125 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -78453.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78584.703125 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -78584.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78637.007812 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -78637.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -78679.085938 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -78679.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -78705.718750 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -78705.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -78718.851562 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -78718.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -78722.914062 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -78722.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78723.656250 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -78723.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78723.875000 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -78723.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78723.875000 Penalty: 2444.428223
	Iteration 16F: 3 clusters Score -78723.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 126982 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 4442 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4033 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 970 members 
Entering Unmasked Estep 
Score: -30906962.000000 Penalty: 79466.859375
Splitting cluster 7 changes total score from -30907650.000000 to -30906962.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -131670.828125 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -131670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -129298.296875 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -129298.3 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -129985.460938 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -129985.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -130361.171875 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -130361.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -130692.351562 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -130692.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -130931.453125 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -130931.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -131107.250000 Penalty: 2542.164307
	Iteration 5F: 3 clusters Score -131107.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -131218.812500 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -131218.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -131292.234375 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -131292.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -131330.390625 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -131330.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -131353.453125 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -131353.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -131363.781250 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -131363.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -131372.562500 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -131372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -131376.546875 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -131376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -131381.484375 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -131381.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -131386.515625 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -131386.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -131389.328125 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -131389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -131390.843750 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -131390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -131392.140625 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -131392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -131392.640625 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -131392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -131393.000000 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -131393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -131393.406250 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -131393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -167991.750000 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -167991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -165179.218750 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -165179.2 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -165826.281250 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -165826.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -165968.312500 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -165968.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166054.015625 Penalty: 2617.822998
	Iteration 3F: 3 clusters Score -166054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -166110.718750 Penalty: 2617.822998
	Iteration 4Q: 3 clusters Score -166110.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -166174.140625 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -166174.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166239.687500 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -166239.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -166312.062500 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -166312.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -166378.593750 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -166378.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -166460.718750 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -166460.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -166549.765625 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -166549.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -166650.953125 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -166651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166776.546875 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -166776.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -166896.515625 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -166896.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -166997.156250 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -166997.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -167084.437500 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -167084.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -167157.734375 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -167157.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -167197.609375 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -167197.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -167226.812500 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -167226.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -167241.468750 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -167241.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -167252.578125 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -167252.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -167264.281250 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -167264.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -167283.875000 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -167283.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -167303.218750 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -167303.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -167315.140625 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -167315.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -167324.515625 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -167324.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -167330.578125 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -167330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -167333.687500 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -167333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -167338.609375 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -167338.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -167348.062500 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -167348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -167353.375000 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -167353.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -167360.609375 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -167360.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -167370.531250 Penalty: 2617.822998
	Iteration 32Q: 3 clusters Score -167370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -167375.828125 Penalty: 2617.822998
	Iteration 33Q: 3 clusters Score -167375.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -167380.875000 Penalty: 2617.822998
	Iteration 34Q: 3 clusters Score -167380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -167386.937500 Penalty: 2617.822998
	Iteration 35Q: 3 clusters Score -167386.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -167391.390625 Penalty: 2617.822998
	Iteration 36Q: 3 clusters Score -167391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -167397.640625 Penalty: 2617.822998
	Iteration 37Q: 3 clusters Score -167397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -167402.781250 Penalty: 2617.822998
	Iteration 38Q: 3 clusters Score -167402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -167405.828125 Penalty: 2617.822998
	Iteration 39Q: 3 clusters Score -167405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -167408.187500 Penalty: 2617.822998
	Iteration 40F: 3 clusters Score -167408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -167410.125000 Penalty: 2617.822998
	Iteration 41Q: 3 clusters Score -167410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -167413.265625 Penalty: 2617.822998
	Iteration 42Q: 3 clusters Score -167413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -167417.515625 Penalty: 2617.822998
	Iteration 43Q: 3 clusters Score -167417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -167420.406250 Penalty: 2617.822998
	Iteration 44Q: 3 clusters Score -167420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -167424.281250 Penalty: 2617.822998
	Iteration 45Q: 3 clusters Score -167424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -167428.500000 Penalty: 2617.822998
	Iteration 46Q: 3 clusters Score -167428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -167431.468750 Penalty: 2617.822998
	Iteration 47Q: 3 clusters Score -167431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -167433.593750 Penalty: 2617.822998
	Iteration 48Q: 3 clusters Score -167433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -167436.296875 Penalty: 2617.822998
	Iteration 49Q: 3 clusters Score -167436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -167437.453125 Penalty: 2617.822998
	Iteration 50Q: 3 clusters Score -167437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -167438.375000 Penalty: 2617.822998
	Iteration 51Q: 3 clusters Score -167438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -167439.046875 Penalty: 2617.822998
	Iteration 52Q: 3 clusters Score -167439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -167439.109375 Penalty: 2617.822998
	Iteration 53Q: 3 clusters Score -167439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -167439.453125 Penalty: 2617.822998
	Iteration 54Q: 3 clusters Score -167439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -167439.859375 Penalty: 2617.822998
	Iteration 55Q: 3 clusters Score -167439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -167440.062500 Penalty: 2617.822998
	Iteration 56Q: 3 clusters Score -167440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -167440.062500 Penalty: 2617.822998
	Iteration 57F: 3 clusters Score -167440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -103419.257812 Penalty: 1223.179077
	Iteration 0F: 2 clusters Score -103419.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -101447.726562 Penalty: 2446.358154
	Iteration 0F: 3 clusters Score -101447.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -101880.039062 Penalty: 2446.358154
	Iteration 1F: 3 clusters Score -101880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -101970.929688 Penalty: 2446.358154
	Iteration 2F: 3 clusters Score -101970.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -102030.914062 Penalty: 2446.358154
	Iteration 3Q: 3 clusters Score -102030.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -102081.617188 Penalty: 2446.358154
	Iteration 4Q: 3 clusters Score -102081.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -102114.304688 Penalty: 2446.358154
	Iteration 5Q: 3 clusters Score -102114.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -102144.421875 Penalty: 2446.358154
	Iteration 6Q: 3 clusters Score -102144.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -102162.671875 Penalty: 2446.358154
	Iteration 7Q: 3 clusters Score -102162.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -102174.140625 Penalty: 2446.358154
	Iteration 8Q: 3 clusters Score -102174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102183.164062 Penalty: 2446.358154
	Iteration 9Q: 3 clusters Score -102183.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -102198.625000 Penalty: 2446.358154
	Iteration 10Q: 3 clusters Score -102198.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -102216.679688 Penalty: 2446.358154
	Iteration 11Q: 3 clusters Score -102216.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -102238.164062 Penalty: 2446.358154
	Iteration 12Q: 3 clusters Score -102238.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -102271.390625 Penalty: 2446.358154
	Iteration 13Q: 3 clusters Score -102271.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -102303.882812 Penalty: 2446.358154
	Iteration 14Q: 3 clusters Score -102303.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -102330.421875 Penalty: 2446.358154
	Iteration 15Q: 3 clusters Score -102330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -102354.101562 Penalty: 2446.358154
	Iteration 16Q: 3 clusters Score -102354.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -102385.312500 Penalty: 2446.358154
	Iteration 17Q: 3 clusters Score -102385.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -102438.523438 Penalty: 2446.358154
	Iteration 18Q: 3 clusters Score -102438.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -102510.289062 Penalty: 2446.358154
	Iteration 19Q: 3 clusters Score -102510.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -102631.781250 Penalty: 2446.358154
	Iteration 20F: 3 clusters Score -102631.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -102767.617188 Penalty: 2446.358154
	Iteration 21Q: 3 clusters Score -102767.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -102861.820312 Penalty: 2446.358154
	Iteration 22Q: 3 clusters Score -102861.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -102965.328125 Penalty: 2446.358154
	Iteration 23Q: 3 clusters Score -102965.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -103073.976562 Penalty: 2446.358154
	Iteration 24Q: 3 clusters Score -103074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -103193.054688 Penalty: 2446.358154
	Iteration 25Q: 3 clusters Score -103193.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -103260.414062 Penalty: 2446.358154
	Iteration 26Q: 3 clusters Score -103260.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -103279.031250 Penalty: 2446.358154
	Iteration 27Q: 3 clusters Score -103279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -103292.148438 Penalty: 2446.358154
	Iteration 28Q: 3 clusters Score -103292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -103297.125000 Penalty: 2446.358154
	Iteration 29Q: 3 clusters Score -103297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -103298.109375 Penalty: 2446.358154
	Iteration 30Q: 3 clusters Score -103298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -103302.062500 Penalty: 2446.358154
	Iteration 31Q: 3 clusters Score -103302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -103305.117188 Penalty: 2446.358154
	Iteration 32Q: 3 clusters Score -103305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -103305.906250 Penalty: 2446.358154
	Iteration 33Q: 3 clusters Score -103305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -103305.906250 Penalty: 2446.358154
	Iteration 34F: 3 clusters Score -103305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Entering Unmasked Estep 
Score: -636687.812500 Penalty: 1504.717041
	Iteration 0F: 2 clusters Score -636687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -629084.000000 Penalty: 3009.434082
	Iteration 0F: 3 clusters Score -629084 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -631503.750000 Penalty: 3009.434082
	Iteration 1F: 3 clusters Score -631503.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -631743.000000 Penalty: 3009.434082
	Iteration 2F: 3 clusters Score -631743 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -631944.125000 Penalty: 3009.434082
	Iteration 3Q: 3 clusters Score -631944.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -632109.625000 Penalty: 3009.434082
	Iteration 4Q: 3 clusters Score -632109.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -632271.000000 Penalty: 3009.434082
	Iteration 5Q: 3 clusters Score -632271 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -632436.437500 Penalty: 3009.434082
	Iteration 6Q: 3 clusters Score -632436.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -632638.250000 Penalty: 3009.434082
	Iteration 7Q: 3 clusters Score -632638.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -632887.687500 Penalty: 3009.434082
	Iteration 8Q: 3 clusters Score -632887.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -633201.937500 Penalty: 3009.434082
	Iteration 9Q: 3 clusters Score -633201.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -633641.875000 Penalty: 3009.434082
	Iteration 10F: 3 clusters Score -633641.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -634107.812500 Penalty: 3009.434082
	Iteration 11F: 3 clusters Score -634107.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -634548.187500 Penalty: 3009.434082
	Iteration 12Q: 3 clusters Score -634548.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -634877.875000 Penalty: 3009.434082
	Iteration 13Q: 3 clusters Score -634877.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -635068.875000 Penalty: 3009.434082
	Iteration 14Q: 3 clusters Score -635068.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -635173.687500 Penalty: 3009.434082
	Iteration 15Q: 3 clusters Score -635173.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -635242.250000 Penalty: 3009.434082
	Iteration 16Q: 3 clusters Score -635242.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -635289.625000 Penalty: 3009.434082
	Iteration 17Q: 3 clusters Score -635289.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -635315.125000 Penalty: 3009.434082
	Iteration 18Q: 3 clusters Score -635315.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -635340.062500 Penalty: 3009.434082
	Iteration 19Q: 3 clusters Score -635340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -635355.562500 Penalty: 3009.434082
	Iteration 20F: 3 clusters Score -635355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -635368.375000 Penalty: 3009.434082
	Iteration 21Q: 3 clusters Score -635368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -635384.125000 Penalty: 3009.434082
	Iteration 22Q: 3 clusters Score -635384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -635390.937500 Penalty: 3009.434082
	Iteration 23Q: 3 clusters Score -635390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -635401.750000 Penalty: 3009.434082
	Iteration 24Q: 3 clusters Score -635401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -635404.187500 Penalty: 3009.434082
	Iteration 25Q: 3 clusters Score -635404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -635404.187500 Penalty: 3009.434082
	Iteration 26F: 3 clusters Score -635404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (126982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126982 members 
Entering Unmasked Estep 
Score: -7563276.500000 Penalty: 1909.667603
	Iteration 0F: 2 clusters Score -7563276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -7478147.000000 Penalty: 3819.335205
	Iteration 0F: 3 clusters Score -7478147 nChanged 60952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -7514152.500000 Penalty: 3819.335205
	Iteration 1F: 3 clusters Score -7514152 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -7516041.000000 Penalty: 3819.335205
	Iteration 2Q: 3 clusters Score -7516041 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -7518916.500000 Penalty: 3819.335205
	Iteration 3Q: 3 clusters Score -7518916 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -7522619.500000 Penalty: 3819.335205
	Iteration 4F: 3 clusters Score -7522620 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -7527098.500000 Penalty: 3819.335205
	Iteration 5F: 3 clusters Score -7527098 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -7531120.500000 Penalty: 3819.335205
	Iteration 6F: 3 clusters Score -7531120 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -7534144.500000 Penalty: 3819.335205
	Iteration 7F: 3 clusters Score -7534144 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -7536273.000000 Penalty: 3819.335205
	Iteration 8Q: 3 clusters Score -7536273 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -7537937.000000 Penalty: 3819.335205
	Iteration 9Q: 3 clusters Score -7537937 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -7539673.500000 Penalty: 3819.335205
	Iteration 10Q: 3 clusters Score -7539674 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -7541730.000000 Penalty: 3819.335205
	Iteration 11Q: 3 clusters Score -7541730 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -7544239.500000 Penalty: 3819.335205
	Iteration 12Q: 3 clusters Score -7544240 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -7547098.000000 Penalty: 3819.335205
	Iteration 13Q: 3 clusters Score -7547098 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -7549537.500000 Penalty: 3819.335205
	Iteration 14Q: 3 clusters Score -7549538 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -7551220.500000 Penalty: 3819.335205
	Iteration 15Q: 3 clusters Score -7551220 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -7552422.500000 Penalty: 3819.335205
	Iteration 16Q: 3 clusters Score -7552422 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -7553621.500000 Penalty: 3819.335205
	Iteration 17Q: 3 clusters Score -7553622 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -7555070.000000 Penalty: 3819.335205
	Iteration 18Q: 3 clusters Score -7555070 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -7556786.000000 Penalty: 3819.335205
	Iteration 19Q: 3 clusters Score -7556786 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -7558480.500000 Penalty: 3819.335205
	Iteration 20F: 3 clusters Score -7558480 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -7559979.500000 Penalty: 3819.335205
	Iteration 21Q: 3 clusters Score -7559980 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -7560953.500000 Penalty: 3819.335205
	Iteration 22Q: 3 clusters Score -7560954 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -7561584.000000 Penalty: 3819.335205
	Iteration 23Q: 3 clusters Score -7561584 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -7562032.500000 Penalty: 3819.335205
	Iteration 24Q: 3 clusters Score -7562032 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -7562259.000000 Penalty: 3819.335205
	Iteration 25Q: 3 clusters Score -7562259 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -7562464.500000 Penalty: 3819.335205
	Iteration 26Q: 3 clusters Score -7562464 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -7562620.500000 Penalty: 3819.335205
	Iteration 27Q: 3 clusters Score -7562620 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -7562727.500000 Penalty: 3819.335205
	Iteration 28Q: 3 clusters Score -7562728 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -7562785.000000 Penalty: 3819.335205
	Iteration 29Q: 3 clusters Score -7562785 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -7562831.000000 Penalty: 3819.335205
	Iteration 30Q: 3 clusters Score -7562831 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -7562841.500000 Penalty: 3819.335205
	Iteration 31Q: 3 clusters Score -7562842 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -7562866.500000 Penalty: 3819.335205
	Iteration 32Q: 3 clusters Score -7562866 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -7562912.000000 Penalty: 3819.335205
	Iteration 33Q: 3 clusters Score -7562912 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -7562954.000000 Penalty: 3819.335205
	Iteration 34Q: 3 clusters Score -7562954 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -7562994.500000 Penalty: 3819.335205
	Iteration 35Q: 3 clusters Score -7562994 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -7563026.000000 Penalty: 3819.335205
	Iteration 36Q: 3 clusters Score -7563026 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -7563067.500000 Penalty: 3819.335205
	Iteration 37Q: 3 clusters Score -7563068 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 101832 members 
Entering Unmasked Estep 
Score: -7563110.000000 Penalty: 3819.335205
	Iteration 38Q: 3 clusters Score -7563110 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -7563139.000000 Penalty: 3819.335205
	Iteration 39Q: 3 clusters Score -7563139 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -7563147.500000 Penalty: 3819.335205
	Iteration 40F: 3 clusters Score -7563148 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -7563194.500000 Penalty: 3819.335205
	Iteration 41Q: 3 clusters Score -7563194 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -7563206.500000 Penalty: 3819.335205
	Iteration 42Q: 3 clusters Score -7563206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -7563220.500000 Penalty: 3819.335205
	Iteration 43Q: 3 clusters Score -7563220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -7563218.000000 Penalty: 3819.335205
	Iteration 44Q: 3 clusters Score -7563218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -7563250.500000 Penalty: 3819.335205
	Iteration 45Q: 3 clusters Score -7563250 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -7563290.000000 Penalty: 3819.335205
	Iteration 46Q: 3 clusters Score -7563290 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -7563313.000000 Penalty: 3819.335205
	Iteration 47Q: 3 clusters Score -7563313 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -7563283.500000 Penalty: 3819.335205
	Iteration 48Q: 3 clusters Score -7563284 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 104570 members 
Entering Unmasked Estep 
Score: -7563298.500000 Penalty: 3819.335205
	Iteration 49Q: 3 clusters Score -7563298 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -7563301.500000 Penalty: 3819.335205
	Iteration 50Q: 3 clusters Score -7563302 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -7563313.000000 Penalty: 3819.335205
	Iteration 51Q: 3 clusters Score -7563313 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -7563317.000000 Penalty: 3819.335205
	Iteration 52Q: 3 clusters Score -7563317 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -7563334.500000 Penalty: 3819.335205
	Iteration 53Q: 3 clusters Score -7563334 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -7563350.500000 Penalty: 3819.335205
	Iteration 54Q: 3 clusters Score -7563350 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -7563369.500000 Penalty: 3819.335205
	Iteration 55Q: 3 clusters Score -7563370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -7563387.000000 Penalty: 3819.335205
	Iteration 56Q: 3 clusters Score -7563387 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -7563367.000000 Penalty: 3819.335205
	Iteration 57Q: 3 clusters Score -7563367 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -7563387.000000 Penalty: 3819.335205
	Iteration 58Q: 3 clusters Score -7563387 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -7563387.000000 Penalty: 3819.335205
	Iteration 59Q: 3 clusters Score -7563387 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 106685 members 
Entering Unmasked Estep 
Score: -7563417.000000 Penalty: 3819.335205
	Iteration 60F: 3 clusters Score -7563417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -7563422.000000 Penalty: 3819.335205
	Iteration 61Q: 3 clusters Score -7563422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -7563449.500000 Penalty: 3819.335205
	Iteration 62Q: 3 clusters Score -7563450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -7563475.500000 Penalty: 3819.335205
	Iteration 63Q: 3 clusters Score -7563476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
Score: -7563489.500000 Penalty: 3819.335205
	Iteration 64Q: 3 clusters Score -7563490 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -7563505.000000 Penalty: 3819.335205
	Iteration 65Q: 3 clusters Score -7563505 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -7563516.500000 Penalty: 3819.335205
	Iteration 66Q: 3 clusters Score -7563516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 107853 members 
Entering Unmasked Estep 
Score: -7563519.500000 Penalty: 3819.335205
	Iteration 67Q: 3 clusters Score -7563520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -7563516.000000 Penalty: 3819.335205
	Iteration 68Q: 3 clusters Score -7563516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -7563538.500000 Penalty: 3819.335205
	Iteration 69Q: 3 clusters Score -7563538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -7563545.000000 Penalty: 3819.335205
	Iteration 70Q: 3 clusters Score -7563545 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -7563575.500000 Penalty: 3819.335205
	Iteration 71Q: 3 clusters Score -7563576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -7563598.000000 Penalty: 3819.335205
	Iteration 72Q: 3 clusters Score -7563598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -7563583.000000 Penalty: 3819.335205
	Iteration 73Q: 3 clusters Score -7563583 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -7563619.000000 Penalty: 3819.335205
	Iteration 74Q: 3 clusters Score -7563619 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -7563613.000000 Penalty: 3819.335205
	Iteration 75Q: 3 clusters Score -7563613 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -7563639.000000 Penalty: 3819.335205
	Iteration 76Q: 3 clusters Score -7563639 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7563648 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7563646 nChanged 177
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Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7563671 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7563684 nChanged 203
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Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7563719 nChanged 203
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Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7563748 nChanged 202
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Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7563770 nChanged 169
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Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7563757 nChanged 167
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Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7563782 nChanged 156
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Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7563818 nChanged 130
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Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7563835 nChanged 140
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Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7563825 nChanged 137
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Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7563810 nChanged 147
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Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -7563807.000000 Penalty: 3819.335205
	Iteration 90Q: 3 clusters Score -7563807 nChanged 151
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Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 111694 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7563802 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7563831 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7563868 nChanged 154
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Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 112159 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7563868 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7563910 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7563948 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7563950 nChanged 198
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Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7563980 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7563982 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -7564011.000000 Penalty: 3819.335205
	Iteration 100F: 3 clusters Score -7564011 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7563998 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 113570 members 
Entering Unmasked Estep 
Score: -7564016.000000 Penalty: 3819.335205
	Iteration 102Q: 3 clusters Score -7564016 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7564058 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7564057 nChanged 155
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Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 114041 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7564084 nChanged 150
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Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7564094 nChanged 158
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Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -7564101.000000 Penalty: 3819.335205
	Iteration 107Q: 3 clusters Score -7564101 nChanged 174
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Mstep: Class 1 contains 12493 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7564136 nChanged 122
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Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -7564129.000000 Penalty: 3819.335205
	Iteration 109Q: 3 clusters Score -7564129 nChanged 91
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Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7564148 nChanged 94
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Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7564148 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7564141 nChanged 80
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Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 114941 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7564140 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 115015 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7564136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7564134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -7564158.000000 Penalty: 3819.335205
	Iteration 116Q: 3 clusters Score -7564158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -7564167.000000 Penalty: 3819.335205
	Iteration 117Q: 3 clusters Score -7564167 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -7564159.000000 Penalty: 3819.335205
	Iteration 118Q: 3 clusters Score -7564159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -7564160.000000 Penalty: 3819.335205
	Iteration 119Q: 3 clusters Score -7564160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 115361 members 
Entering Unmasked Estep 
Score: -7564156.500000 Penalty: 3819.335205
	Iteration 120F: 3 clusters Score -7564156 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -7564166.500000 Penalty: 3819.335205
	Iteration 121Q: 3 clusters Score -7564166 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -7564171.000000 Penalty: 3819.335205
	Iteration 122Q: 3 clusters Score -7564171 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -7564168.000000 Penalty: 3819.335205
	Iteration 123Q: 3 clusters Score -7564168 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -7564174.500000 Penalty: 3819.335205
	Iteration 124Q: 3 clusters Score -7564174 nChanged 46
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Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 115595 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7564178 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -7564201.500000 Penalty: 3819.335205
	Iteration 126Q: 3 clusters Score -7564202 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7564204 nChanged 50
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Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -7564209.500000 Penalty: 3819.335205
	Iteration 128Q: 3 clusters Score -7564210 nChanged 50
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Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 115776 members 
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	Iteration 129Q: 3 clusters Score -7564202 nChanged 38
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7564198 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7564206 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 115878 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7564202 nChanged 26
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Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 115904 members 
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	Iteration 133Q: 3 clusters Score -7564200 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 115921 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7564198 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11039 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7564204 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -7564194.000000 Penalty: 3819.335205
	Iteration 136Q: 3 clusters Score -7564194 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 115973 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7564199 nChanged 9
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Mstep: Class 1 contains 11000 members 
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	Iteration 138Q: 3 clusters Score -7564202 nChanged 7
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Mstep: Class 1 contains 10993 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7564194 nChanged 11
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Mstep: Class 1 contains 10982 members 
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	Iteration 140F: 3 clusters Score -7564206 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7564194 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 116021 members 
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	Iteration 142Q: 3 clusters Score -7564202 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10953 members 
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	Iteration 143Q: 3 clusters Score -7564208 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10952 members 
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	Iteration 144Q: 3 clusters Score -7564210 nChanged 3
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Mstep: Class 1 contains 10949 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7564212 nChanged 4
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Mstep: Class 1 contains 10945 members 
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	Iteration 146Q: 3 clusters Score -7564206 nChanged 10
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Mstep: Class 1 contains 10935 members 
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	Iteration 147Q: 3 clusters Score -7564206 nChanged 9
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	Iteration 148Q: 3 clusters Score -7564204 nChanged 5
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	Iteration 149Q: 3 clusters Score -7564208 nChanged 5
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Mstep: Class 1 contains 10916 members 
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Score: -7564213.500000 Penalty: 3819.335205
	Iteration 150Q: 3 clusters Score -7564214 nChanged 7
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Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 116073 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7564200 nChanged 3
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Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 116076 members 
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	Iteration 152Q: 3 clusters Score -7564200 nChanged 4
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Mstep: Class 1 contains 10902 members 
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	Iteration 153Q: 3 clusters Score -7564204 nChanged 7
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	Iteration 154Q: 3 clusters Score -7564198 nChanged 5
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7564196 nChanged 3
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	Iteration 156Q: 3 clusters Score -7564201 nChanged 1
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	Iteration 157Q: 3 clusters Score -7564198 nChanged 1
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	Iteration 158Q: 3 clusters Score -7564198 nChanged 2
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	Iteration 159Q: 3 clusters Score -7564203 nChanged 1
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	Iteration 160F: 3 clusters Score -7564206 nChanged 1
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	Iteration 161Q: 3 clusters Score -7564208 nChanged 1
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	Iteration 162Q: 3 clusters Score -7564209 nChanged 1
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	Iteration 163Q: 3 clusters Score -7564206 nChanged 1
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	Iteration 164Q: 3 clusters Score -7564204 nChanged 3
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	Iteration 165Q: 3 clusters Score -7564212 nChanged 6
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	Iteration 166Q: 3 clusters Score -7564210 nChanged 5
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	Iteration 167Q: 3 clusters Score -7564206 nChanged 1
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	Iteration 168Q: 3 clusters Score -7564204 nChanged 2
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	Iteration 169Q: 3 clusters Score -7564207 nChanged 4
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	Iteration 170Q: 3 clusters Score -7564210 nChanged 3
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Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -7564209.000000 Penalty: 3819.335205
	Iteration 171Q: 3 clusters Score -7564209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -7564206.000000 Penalty: 3819.335205
	Iteration 172Q: 3 clusters Score -7564206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -7564211.500000 Penalty: 3819.335205
	Iteration 173Q: 3 clusters Score -7564212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 116132 members 
Entering Unmasked Estep 
Score: -7564212.000000 Penalty: 3819.335205
	Iteration 174Q: 3 clusters Score -7564212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -7564213.500000 Penalty: 3819.335205
	Iteration 175Q: 3 clusters Score -7564214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -7564204.500000 Penalty: 3819.335205
	Iteration 176Q: 3 clusters Score -7564204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 116140 members 
Entering Unmasked Estep 
Score: -7564207.500000 Penalty: 3819.335205
	Iteration 177Q: 3 clusters Score -7564208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 116144 members 
Entering Unmasked Estep 
Score: -7564204.500000 Penalty: 3819.335205
	Iteration 178Q: 3 clusters Score -7564204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 116148 members 
Entering Unmasked Estep 
Score: -7564206.500000 Penalty: 3819.335205
	Iteration 179Q: 3 clusters Score -7564206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 116151 members 
Entering Unmasked Estep 
Score: -7564211.000000 Penalty: 3819.335205
	Iteration 180F: 3 clusters Score -7564211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -7564213.000000 Penalty: 3819.335205
	Iteration 181Q: 3 clusters Score -7564213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -7564211.000000 Penalty: 3819.335205
	Iteration 182Q: 3 clusters Score -7564211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 116157 members 
Entering Unmasked Estep 
Score: -7564209.500000 Penalty: 3819.335205
	Iteration 183Q: 3 clusters Score -7564210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 116157 members 
Entering Unmasked Estep 
Score: -7564209.500000 Penalty: 3819.335205
	Iteration 184F: 3 clusters Score -7564210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 4442 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4033 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 116157 members 
Entering Unmasked Estep 
Score: -30908256.000000 Penalty: 79466.859375
Splitting cluster 12 changes total score from -30907650.000000 to -30908256.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (80972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Entering Unmasked Estep 
Score: -4795864.000000 Penalty: 1836.552124
	Iteration 0F: 2 clusters Score -4795864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -4741786.000000 Penalty: 3673.104248
	Iteration 0F: 3 clusters Score -4741786 nChanged 38410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4764118.500000 Penalty: 3673.104248
	Iteration 1F: 3 clusters Score -4764118 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4764983.500000 Penalty: 3673.104248
	Iteration 2Q: 3 clusters Score -4764984 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -4766371.500000 Penalty: 3673.104248
	Iteration 3Q: 3 clusters Score -4766372 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4768607.500000 Penalty: 3673.104248
	Iteration 4F: 3 clusters Score -4768608 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4771898.000000 Penalty: 3673.104248
	Iteration 5F: 3 clusters Score -4771898 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4776544.500000 Penalty: 3673.104248
	Iteration 6F: 3 clusters Score -4776544 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4781351.500000 Penalty: 3673.104248
	Iteration 7F: 3 clusters Score -4781352 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4785702.000000 Penalty: 3673.104248
	Iteration 8F: 3 clusters Score -4785702 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -4788885.000000 Penalty: 3673.104248
	Iteration 9Q: 3 clusters Score -4788885 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4791092.000000 Penalty: 3673.104248
	Iteration 10Q: 3 clusters Score -4791092 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4792572.000000 Penalty: 3673.104248
	Iteration 11Q: 3 clusters Score -4792572 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4793324.500000 Penalty: 3673.104248
	Iteration 12Q: 3 clusters Score -4793324 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4793657.000000 Penalty: 3673.104248
	Iteration 13Q: 3 clusters Score -4793657 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4793825.000000 Penalty: 3673.104248
	Iteration 14Q: 3 clusters Score -4793825 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4793942.000000 Penalty: 3673.104248
	Iteration 15Q: 3 clusters Score -4793942 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4794013.500000 Penalty: 3673.104248
	Iteration 16Q: 3 clusters Score -4794014 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4794049.500000 Penalty: 3673.104248
	Iteration 17Q: 3 clusters Score -4794050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4794104.000000 Penalty: 3673.104248
	Iteration 18Q: 3 clusters Score -4794104 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4794159.500000 Penalty: 3673.104248
	Iteration 19Q: 3 clusters Score -4794160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4794194.000000 Penalty: 3673.104248
	Iteration 20F: 3 clusters Score -4794194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4794226.500000 Penalty: 3673.104248
	Iteration 21Q: 3 clusters Score -4794226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4794245.500000 Penalty: 3673.104248
	Iteration 22Q: 3 clusters Score -4794246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4794248.500000 Penalty: 3673.104248
	Iteration 23Q: 3 clusters Score -4794248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4794270.500000 Penalty: 3673.104248
	Iteration 24Q: 3 clusters Score -4794270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4794275.500000 Penalty: 3673.104248
	Iteration 25Q: 3 clusters Score -4794276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4794291.000000 Penalty: 3673.104248
	Iteration 26Q: 3 clusters Score -4794291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4794309.500000 Penalty: 3673.104248
	Iteration 27Q: 3 clusters Score -4794310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4794316.000000 Penalty: 3673.104248
	Iteration 28Q: 3 clusters Score -4794316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4794326.000000 Penalty: 3673.104248
	Iteration 29Q: 3 clusters Score -4794326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4794328.000000 Penalty: 3673.104248
	Iteration 30Q: 3 clusters Score -4794328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4794330.500000 Penalty: 3673.104248
	Iteration 31Q: 3 clusters Score -4794330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4794343.500000 Penalty: 3673.104248
	Iteration 32Q: 3 clusters Score -4794344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4794361.500000 Penalty: 3673.104248
	Iteration 33Q: 3 clusters Score -4794362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4794356.000000 Penalty: 3673.104248
	Iteration 34Q: 3 clusters Score -4794356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4794354.500000 Penalty: 3673.104248
	Iteration 35Q: 3 clusters Score -4794354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4794361.000000 Penalty: 3673.104248
	Iteration 36Q: 3 clusters Score -4794361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4794375.500000 Penalty: 3673.104248
	Iteration 37Q: 3 clusters Score -4794376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4794389.000000 Penalty: 3673.104248
	Iteration 38Q: 3 clusters Score -4794389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4794397.500000 Penalty: 3673.104248
	Iteration 39Q: 3 clusters Score -4794398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4794402.500000 Penalty: 3673.104248
	Iteration 40F: 3 clusters Score -4794402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4794424.000000 Penalty: 3673.104248
	Iteration 41Q: 3 clusters Score -4794424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4794423.500000 Penalty: 3673.104248
	Iteration 42Q: 3 clusters Score -4794424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4794426.500000 Penalty: 3673.104248
	Iteration 43Q: 3 clusters Score -4794426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4794423.500000 Penalty: 3673.104248
	Iteration 44Q: 3 clusters Score -4794424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4794426.000000 Penalty: 3673.104248
	Iteration 45Q: 3 clusters Score -4794426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4794432.000000 Penalty: 3673.104248
	Iteration 46Q: 3 clusters Score -4794432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4794432.000000 Penalty: 3673.104248
	Iteration 47Q: 3 clusters Score -4794432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4794434.000000 Penalty: 3673.104248
	Iteration 48Q: 3 clusters Score -4794434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4794436.000000 Penalty: 3673.104248
	Iteration 49Q: 3 clusters Score -4794436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4794444.000000 Penalty: 3673.104248
	Iteration 50Q: 3 clusters Score -4794444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4794440.000000 Penalty: 3673.104248
	Iteration 51Q: 3 clusters Score -4794440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4794435.000000 Penalty: 3673.104248
	Iteration 52Q: 3 clusters Score -4794435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4794434.500000 Penalty: 3673.104248
	Iteration 53Q: 3 clusters Score -4794434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4794444.500000 Penalty: 3673.104248
	Iteration 54Q: 3 clusters Score -4794444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4794443.500000 Penalty: 3673.104248
	Iteration 55Q: 3 clusters Score -4794444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4794443.500000 Penalty: 3673.104248
	Iteration 56F: 3 clusters Score -4794444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -286240.343750 Penalty: 1377.748535
	Iteration 0F: 2 clusters Score -286240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -282365.000000 Penalty: 2755.497070
	Iteration 0F: 3 clusters Score -282365 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -283424.812500 Penalty: 2755.497070
	Iteration 1F: 3 clusters Score -283424.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -283631.093750 Penalty: 2755.497070
	Iteration 2F: 3 clusters Score -283631.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -283776.312500 Penalty: 2755.497070
	Iteration 3F: 3 clusters Score -283776.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -283903.687500 Penalty: 2755.497070
	Iteration 4Q: 3 clusters Score -283903.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -284036.875000 Penalty: 2755.497070
	Iteration 5Q: 3 clusters Score -284036.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -284207.031250 Penalty: 2755.497070
	Iteration 6Q: 3 clusters Score -284207 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -284393.281250 Penalty: 2755.497070
	Iteration 7Q: 3 clusters Score -284393.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -284572.406250 Penalty: 2755.497070
	Iteration 8F: 3 clusters Score -284572.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -284745.000000 Penalty: 2755.497070
	Iteration 9F: 3 clusters Score -284745 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -284865.906250 Penalty: 2755.497070
	Iteration 10Q: 3 clusters Score -284865.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -284945.875000 Penalty: 2755.497070
	Iteration 11Q: 3 clusters Score -284945.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -284998.718750 Penalty: 2755.497070
	Iteration 12Q: 3 clusters Score -284998.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -285042.187500 Penalty: 2755.497070
	Iteration 13Q: 3 clusters Score -285042.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -285079.375000 Penalty: 2755.497070
	Iteration 14Q: 3 clusters Score -285079.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -285106.718750 Penalty: 2755.497070
	Iteration 15Q: 3 clusters Score -285106.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -285128.750000 Penalty: 2755.497070
	Iteration 16Q: 3 clusters Score -285128.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -285150.093750 Penalty: 2755.497070
	Iteration 17Q: 3 clusters Score -285150.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -285171.125000 Penalty: 2755.497070
	Iteration 18Q: 3 clusters Score -285171.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -285187.593750 Penalty: 2755.497070
	Iteration 19Q: 3 clusters Score -285187.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -285200.312500 Penalty: 2755.497070
	Iteration 20F: 3 clusters Score -285200.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -285213.562500 Penalty: 2755.497070
	Iteration 21Q: 3 clusters Score -285213.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -285226.156250 Penalty: 2755.497070
	Iteration 22Q: 3 clusters Score -285226.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -285239.156250 Penalty: 2755.497070
	Iteration 23Q: 3 clusters Score -285239.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -285251.187500 Penalty: 2755.497070
	Iteration 24Q: 3 clusters Score -285251.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -285258.468750 Penalty: 2755.497070
	Iteration 25Q: 3 clusters Score -285258.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -285264.687500 Penalty: 2755.497070
	Iteration 26Q: 3 clusters Score -285264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -285273.875000 Penalty: 2755.497070
	Iteration 27Q: 3 clusters Score -285273.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -285281.562500 Penalty: 2755.497070
	Iteration 28Q: 3 clusters Score -285281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -285289.843750 Penalty: 2755.497070
	Iteration 29Q: 3 clusters Score -285289.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -285297.906250 Penalty: 2755.497070
	Iteration 30Q: 3 clusters Score -285297.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -285306.156250 Penalty: 2755.497070
	Iteration 31Q: 3 clusters Score -285306.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -285312.656250 Penalty: 2755.497070
	Iteration 32Q: 3 clusters Score -285312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -285320.906250 Penalty: 2755.497070
	Iteration 33Q: 3 clusters Score -285320.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -285327.281250 Penalty: 2755.497070
	Iteration 34Q: 3 clusters Score -285327.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -285333.343750 Penalty: 2755.497070
	Iteration 35Q: 3 clusters Score -285333.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -285338.250000 Penalty: 2755.497070
	Iteration 36Q: 3 clusters Score -285338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -285341.906250 Penalty: 2755.497070
	Iteration 37Q: 3 clusters Score -285341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -285346.718750 Penalty: 2755.497070
	Iteration 38Q: 3 clusters Score -285346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -285349.875000 Penalty: 2755.497070
	Iteration 39Q: 3 clusters Score -285349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -285352.718750 Penalty: 2755.497070
	Iteration 40F: 3 clusters Score -285352.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -285356.468750 Penalty: 2755.497070
	Iteration 41Q: 3 clusters Score -285356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -285362.000000 Penalty: 2755.497070
	Iteration 42Q: 3 clusters Score -285362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -285365.343750 Penalty: 2755.497070
	Iteration 43Q: 3 clusters Score -285365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -285366.718750 Penalty: 2755.497070
	Iteration 44Q: 3 clusters Score -285366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -285367.562500 Penalty: 2755.497070
	Iteration 45Q: 3 clusters Score -285367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -285368.781250 Penalty: 2755.497070
	Iteration 46Q: 3 clusters Score -285368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -285369.031250 Penalty: 2755.497070
	Iteration 47Q: 3 clusters Score -285369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -285369.343750 Penalty: 2755.497070
	Iteration 48Q: 3 clusters Score -285369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -285369.343750 Penalty: 2755.497070
	Iteration 49F: 3 clusters Score -285369.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -381731.531250 Penalty: 1445.628784
	Iteration 0F: 2 clusters Score -381731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -376251.468750 Penalty: 2891.257568
	Iteration 0F: 3 clusters Score -376251.5 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -377979.781250 Penalty: 2891.257568
	Iteration 1F: 3 clusters Score -377979.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -378278.593750 Penalty: 2891.257568
	Iteration 2F: 3 clusters Score -378278.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -378570.218750 Penalty: 2891.257568
	Iteration 3F: 3 clusters Score -378570.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -378853.562500 Penalty: 2891.257568
	Iteration 4F: 3 clusters Score -378853.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -379116.531250 Penalty: 2891.257568
	Iteration 5F: 3 clusters Score -379116.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -379344.843750 Penalty: 2891.257568
	Iteration 6Q: 3 clusters Score -379344.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -379574.562500 Penalty: 2891.257568
	Iteration 7Q: 3 clusters Score -379574.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -379775.156250 Penalty: 2891.257568
	Iteration 8Q: 3 clusters Score -379775.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -379914.750000 Penalty: 2891.257568
	Iteration 9Q: 3 clusters Score -379914.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -380008.437500 Penalty: 2891.257568
	Iteration 10Q: 3 clusters Score -380008.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -380085.656250 Penalty: 2891.257568
	Iteration 11Q: 3 clusters Score -380085.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -380148.000000 Penalty: 2891.257568
	Iteration 12Q: 3 clusters Score -380148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -380188.843750 Penalty: 2891.257568
	Iteration 13Q: 3 clusters Score -380188.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -380219.843750 Penalty: 2891.257568
	Iteration 14Q: 3 clusters Score -380219.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -380241.593750 Penalty: 2891.257568
	Iteration 15Q: 3 clusters Score -380241.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -380256.343750 Penalty: 2891.257568
	Iteration 16Q: 3 clusters Score -380256.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -380267.250000 Penalty: 2891.257568
	Iteration 17Q: 3 clusters Score -380267.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -380278.968750 Penalty: 2891.257568
	Iteration 18Q: 3 clusters Score -380279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -380287.500000 Penalty: 2891.257568
	Iteration 19Q: 3 clusters Score -380287.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -380293.531250 Penalty: 2891.257568
	Iteration 20F: 3 clusters Score -380293.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -380299.843750 Penalty: 2891.257568
	Iteration 21Q: 3 clusters Score -380299.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -380303.968750 Penalty: 2891.257568
	Iteration 22Q: 3 clusters Score -380304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -380306.093750 Penalty: 2891.257568
	Iteration 23Q: 3 clusters Score -380306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -380309.062500 Penalty: 2891.257568
	Iteration 24Q: 3 clusters Score -380309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -380310.125000 Penalty: 2891.257568
	Iteration 25Q: 3 clusters Score -380310.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -380311.593750 Penalty: 2891.257568
	Iteration 26Q: 3 clusters Score -380311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -380313.687500 Penalty: 2891.257568
	Iteration 27Q: 3 clusters Score -380313.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -380314.375000 Penalty: 2891.257568
	Iteration 28Q: 3 clusters Score -380314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -380314.687500 Penalty: 2891.257568
	Iteration 29Q: 3 clusters Score -380314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -380315.468750 Penalty: 2891.257568
	Iteration 30Q: 3 clusters Score -380315.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -380319.500000 Penalty: 2891.257568
	Iteration 31Q: 3 clusters Score -380319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -380322.218750 Penalty: 2891.257568
	Iteration 32Q: 3 clusters Score -380322.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -380323.812500 Penalty: 2891.257568
	Iteration 33Q: 3 clusters Score -380323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -380327.093750 Penalty: 2891.257568
	Iteration 34Q: 3 clusters Score -380327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -380329.468750 Penalty: 2891.257568
	Iteration 35Q: 3 clusters Score -380329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -380329.750000 Penalty: 2891.257568
	Iteration 36Q: 3 clusters Score -380329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -380330.000000 Penalty: 2891.257568
	Iteration 37Q: 3 clusters Score -380330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -380331.468750 Penalty: 2891.257568
	Iteration 38Q: 3 clusters Score -380331.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -380334.031250 Penalty: 2891.257568
	Iteration 39Q: 3 clusters Score -380334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -380336.281250 Penalty: 2891.257568
	Iteration 40F: 3 clusters Score -380336.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -380339.843750 Penalty: 2891.257568
	Iteration 41Q: 3 clusters Score -380339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -380343.250000 Penalty: 2891.257568
	Iteration 42Q: 3 clusters Score -380343.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -380348.812500 Penalty: 2891.257568
	Iteration 43Q: 3 clusters Score -380348.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -380354.875000 Penalty: 2891.257568
	Iteration 44Q: 3 clusters Score -380354.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -380367.843750 Penalty: 2891.257568
	Iteration 45Q: 3 clusters Score -380367.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -380378.093750 Penalty: 2891.257568
	Iteration 46Q: 3 clusters Score -380378.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -380388.500000 Penalty: 2891.257568
	Iteration 47Q: 3 clusters Score -380388.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -380405.375000 Penalty: 2891.257568
	Iteration 48Q: 3 clusters Score -380405.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -380425.718750 Penalty: 2891.257568
	Iteration 49Q: 3 clusters Score -380425.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -380446.281250 Penalty: 2891.257568
	Iteration 50Q: 3 clusters Score -380446.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -380467.250000 Penalty: 2891.257568
	Iteration 51Q: 3 clusters Score -380467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -380481.250000 Penalty: 2891.257568
	Iteration 52Q: 3 clusters Score -380481.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -380491.187500 Penalty: 2891.257568
	Iteration 53Q: 3 clusters Score -380491.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -380498.031250 Penalty: 2891.257568
	Iteration 54Q: 3 clusters Score -380498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -380504.656250 Penalty: 2891.257568
	Iteration 55Q: 3 clusters Score -380504.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -380510.687500 Penalty: 2891.257568
	Iteration 56Q: 3 clusters Score -380510.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -380516.750000 Penalty: 2891.257568
	Iteration 57Q: 3 clusters Score -380516.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -380523.531250 Penalty: 2891.257568
	Iteration 58Q: 3 clusters Score -380523.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -380534.906250 Penalty: 2891.257568
	Iteration 59Q: 3 clusters Score -380534.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -380548.406250 Penalty: 2891.257568
	Iteration 60F: 3 clusters Score -380548.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -380557.687500 Penalty: 2891.257568
	Iteration 61Q: 3 clusters Score -380557.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -380568.343750 Penalty: 2891.257568
	Iteration 62Q: 3 clusters Score -380568.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -380574.812500 Penalty: 2891.257568
	Iteration 63Q: 3 clusters Score -380574.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -380585.812500 Penalty: 2891.257568
	Iteration 64Q: 3 clusters Score -380585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -380595.187500 Penalty: 2891.257568
	Iteration 65Q: 3 clusters Score -380595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -380604.375000 Penalty: 2891.257568
	Iteration 66Q: 3 clusters Score -380604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -380609.750000 Penalty: 2891.257568
	Iteration 67Q: 3 clusters Score -380609.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -380616.250000 Penalty: 2891.257568
	Iteration 68Q: 3 clusters Score -380616.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -380621.593750 Penalty: 2891.257568
	Iteration 69Q: 3 clusters Score -380621.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -380628.156250 Penalty: 2891.257568
	Iteration 70Q: 3 clusters Score -380628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -380630.875000 Penalty: 2891.257568
	Iteration 71Q: 3 clusters Score -380630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -380632.406250 Penalty: 2891.257568
	Iteration 72Q: 3 clusters Score -380632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -380635.625000 Penalty: 2891.257568
	Iteration 73Q: 3 clusters Score -380635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -380639.156250 Penalty: 2891.257568
	Iteration 74Q: 3 clusters Score -380639.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -380642.500000 Penalty: 2891.257568
	Iteration 75Q: 3 clusters Score -380642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -380644.968750 Penalty: 2891.257568
	Iteration 76Q: 3 clusters Score -380645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -380649.156250 Penalty: 2891.257568
	Iteration 77Q: 3 clusters Score -380649.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -380654.187500 Penalty: 2891.257568
	Iteration 78Q: 3 clusters Score -380654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -380654.781250 Penalty: 2891.257568
	Iteration 79Q: 3 clusters Score -380654.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -380660.000000 Penalty: 2891.257568
	Iteration 80F: 3 clusters Score -380660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -380663.750000 Penalty: 2891.257568
	Iteration 81Q: 3 clusters Score -380663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -380671.125000 Penalty: 2891.257568
	Iteration 82Q: 3 clusters Score -380671.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -380679.312500 Penalty: 2891.257568
	Iteration 83Q: 3 clusters Score -380679.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -380685.968750 Penalty: 2891.257568
	Iteration 84Q: 3 clusters Score -380686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -380693.250000 Penalty: 2891.257568
	Iteration 85Q: 3 clusters Score -380693.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -380697.656250 Penalty: 2891.257568
	Iteration 86Q: 3 clusters Score -380697.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -380702.437500 Penalty: 2891.257568
	Iteration 87Q: 3 clusters Score -380702.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -380708.437500 Penalty: 2891.257568
	Iteration 88Q: 3 clusters Score -380708.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -380712.968750 Penalty: 2891.257568
	Iteration 89Q: 3 clusters Score -380713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -380714.281250 Penalty: 2891.257568
	Iteration 90Q: 3 clusters Score -380714.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -380715.750000 Penalty: 2891.257568
	Iteration 91Q: 3 clusters Score -380715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -380717.281250 Penalty: 2891.257568
	Iteration 92Q: 3 clusters Score -380717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -380718.937500 Penalty: 2891.257568
	Iteration 93Q: 3 clusters Score -380718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -380719.812500 Penalty: 2891.257568
	Iteration 94Q: 3 clusters Score -380719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -380719.593750 Penalty: 2891.257568
	Iteration 95Q: 3 clusters Score -380719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -380721.093750 Penalty: 2891.257568
	Iteration 96Q: 3 clusters Score -380721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -380721.625000 Penalty: 2891.257568
	Iteration 97Q: 3 clusters Score -380721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -380721.687500 Penalty: 2891.257568
	Iteration 98Q: 3 clusters Score -380721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -380722.750000 Penalty: 2891.257568
	Iteration 99Q: 3 clusters Score -380722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -380722.906250 Penalty: 2891.257568
	Iteration 100F: 3 clusters Score -380722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -380723.437500 Penalty: 2891.257568
	Iteration 101Q: 3 clusters Score -380723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -380723.781250 Penalty: 2891.257568
	Iteration 102Q: 3 clusters Score -380723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -380723.593750 Penalty: 2891.257568
	Iteration 103Q: 3 clusters Score -380723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -380723.593750 Penalty: 2891.257568
	Iteration 104Q: 3 clusters Score -380723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -380723.750000 Penalty: 2891.257568
	Iteration 105Q: 3 clusters Score -380723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -380724.593750 Penalty: 2891.257568
	Iteration 106Q: 3 clusters Score -380724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -380724.406250 Penalty: 2891.257568
	Iteration 107Q: 3 clusters Score -380724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -380725.031250 Penalty: 2891.257568
	Iteration 108Q: 3 clusters Score -380725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -380725.218750 Penalty: 2891.257568
	Iteration 109Q: 3 clusters Score -380725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -380726.250000 Penalty: 2891.257568
	Iteration 110Q: 3 clusters Score -380726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -380726.875000 Penalty: 2891.257568
	Iteration 111Q: 3 clusters Score -380726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -380729.156250 Penalty: 2891.257568
	Iteration 112Q: 3 clusters Score -380729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -380730.718750 Penalty: 2891.257568
	Iteration 113Q: 3 clusters Score -380730.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -380735.718750 Penalty: 2891.257568
	Iteration 114Q: 3 clusters Score -380735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -380737.718750 Penalty: 2891.257568
	Iteration 115Q: 3 clusters Score -380737.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -380739.500000 Penalty: 2891.257568
	Iteration 116Q: 3 clusters Score -380739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -380741.125000 Penalty: 2891.257568
	Iteration 117Q: 3 clusters Score -380741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -380742.187500 Penalty: 2891.257568
	Iteration 118Q: 3 clusters Score -380742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -380743.031250 Penalty: 2891.257568
	Iteration 119Q: 3 clusters Score -380743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -380742.531250 Penalty: 2891.257568
	Iteration 120F: 3 clusters Score -380742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -380743.593750 Penalty: 2891.257568
	Iteration 121Q: 3 clusters Score -380743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -380744.312500 Penalty: 2891.257568
	Iteration 122Q: 3 clusters Score -380744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -380746.625000 Penalty: 2891.257568
	Iteration 123Q: 3 clusters Score -380746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -380746.750000 Penalty: 2891.257568
	Iteration 124Q: 3 clusters Score -380746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -380748.906250 Penalty: 2891.257568
	Iteration 125Q: 3 clusters Score -380748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -380749.312500 Penalty: 2891.257568
	Iteration 126Q: 3 clusters Score -380749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -380749.656250 Penalty: 2891.257568
	Iteration 127Q: 3 clusters Score -380749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -380750.031250 Penalty: 2891.257568
	Iteration 128Q: 3 clusters Score -380750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -380751.281250 Penalty: 2891.257568
	Iteration 129Q: 3 clusters Score -380751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -380752.812500 Penalty: 2891.257568
	Iteration 130Q: 3 clusters Score -380752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -380752.062500 Penalty: 2891.257568
	Iteration 131Q: 3 clusters Score -380752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -380752.000000 Penalty: 2891.257568
	Iteration 132Q: 3 clusters Score -380752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -380754.187500 Penalty: 2891.257568
	Iteration 133Q: 3 clusters Score -380754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -380755.718750 Penalty: 2891.257568
	Iteration 134Q: 3 clusters Score -380755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -380758.125000 Penalty: 2891.257568
	Iteration 135Q: 3 clusters Score -380758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -380758.031250 Penalty: 2891.257568
	Iteration 136Q: 3 clusters Score -380758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -380760.812500 Penalty: 2891.257568
	Iteration 137Q: 3 clusters Score -380760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -380763.906250 Penalty: 2891.257568
	Iteration 138Q: 3 clusters Score -380763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -380767.656250 Penalty: 2891.257568
	Iteration 139Q: 3 clusters Score -380767.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -380772.781250 Penalty: 2891.257568
	Iteration 140F: 3 clusters Score -380772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -380776.437500 Penalty: 2891.257568
	Iteration 141Q: 3 clusters Score -380776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -380780.593750 Penalty: 2891.257568
	Iteration 142Q: 3 clusters Score -380780.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -380783.125000 Penalty: 2891.257568
	Iteration 143Q: 3 clusters Score -380783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -380787.187500 Penalty: 2891.257568
	Iteration 144Q: 3 clusters Score -380787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -380790.781250 Penalty: 2891.257568
	Iteration 145Q: 3 clusters Score -380790.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -380795.437500 Penalty: 2891.257568
	Iteration 146Q: 3 clusters Score -380795.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -380800.531250 Penalty: 2891.257568
	Iteration 147Q: 3 clusters Score -380800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -380801.781250 Penalty: 2891.257568
	Iteration 148Q: 3 clusters Score -380801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -380803.000000 Penalty: 2891.257568
	Iteration 149Q: 3 clusters Score -380803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -380804.593750 Penalty: 2891.257568
	Iteration 150Q: 3 clusters Score -380804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -380806.593750 Penalty: 2891.257568
	Iteration 151Q: 3 clusters Score -380806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -380807.562500 Penalty: 2891.257568
	Iteration 152Q: 3 clusters Score -380807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -380807.875000 Penalty: 2891.257568
	Iteration 153Q: 3 clusters Score -380807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -380809.843750 Penalty: 2891.257568
	Iteration 154Q: 3 clusters Score -380809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -380810.343750 Penalty: 2891.257568
	Iteration 155Q: 3 clusters Score -380810.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -380812.531250 Penalty: 2891.257568
	Iteration 156Q: 3 clusters Score -380812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -380815.125000 Penalty: 2891.257568
	Iteration 157Q: 3 clusters Score -380815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -380818.718750 Penalty: 2891.257568
	Iteration 158Q: 3 clusters Score -380818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -380819.218750 Penalty: 2891.257568
	Iteration 159Q: 3 clusters Score -380819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -380821.656250 Penalty: 2891.257568
	Iteration 160F: 3 clusters Score -380821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -380822.812500 Penalty: 2891.257568
	Iteration 161Q: 3 clusters Score -380822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -380823.750000 Penalty: 2891.257568
	Iteration 162Q: 3 clusters Score -380823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -380826.687500 Penalty: 2891.257568
	Iteration 163Q: 3 clusters Score -380826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -380827.343750 Penalty: 2891.257568
	Iteration 164Q: 3 clusters Score -380827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -380827.937500 Penalty: 2891.257568
	Iteration 165Q: 3 clusters Score -380827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -380827.937500 Penalty: 2891.257568
	Iteration 166F: 3 clusters Score -380827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -187225.984375 Penalty: 1313.390381
	Iteration 0F: 2 clusters Score -187226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -184345.359375 Penalty: 2626.780762
	Iteration 0F: 3 clusters Score -184345.4 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -185228.437500 Penalty: 2626.780762
	Iteration 1F: 3 clusters Score -185228.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -185631.843750 Penalty: 2626.780762
	Iteration 2F: 3 clusters Score -185631.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -186281.609375 Penalty: 2626.780762
	Iteration 3F: 3 clusters Score -186281.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -186714.531250 Penalty: 2626.780762
	Iteration 4F: 3 clusters Score -186714.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -186996.125000 Penalty: 2626.780762
	Iteration 5F: 3 clusters Score -186996.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -187153.093750 Penalty: 2626.780762
	Iteration 6Q: 3 clusters Score -187153.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -187228.625000 Penalty: 2626.780762
	Iteration 7Q: 3 clusters Score -187228.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -187287.984375 Penalty: 2626.780762
	Iteration 8Q: 3 clusters Score -187288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -187346.703125 Penalty: 2626.780762
	Iteration 9Q: 3 clusters Score -187346.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -187405.296875 Penalty: 2626.780762
	Iteration 10Q: 3 clusters Score -187405.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -187444.546875 Penalty: 2626.780762
	Iteration 11Q: 3 clusters Score -187444.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -187458.375000 Penalty: 2626.780762
	Iteration 12Q: 3 clusters Score -187458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -187468.187500 Penalty: 2626.780762
	Iteration 13Q: 3 clusters Score -187468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -187472.656250 Penalty: 2626.780762
	Iteration 14Q: 3 clusters Score -187472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -187476.406250 Penalty: 2626.780762
	Iteration 15Q: 3 clusters Score -187476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -187479.359375 Penalty: 2626.780762
	Iteration 16Q: 3 clusters Score -187479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -187480.421875 Penalty: 2626.780762
	Iteration 17Q: 3 clusters Score -187480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -187481.750000 Penalty: 2626.780762
	Iteration 18Q: 3 clusters Score -187481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -187485.828125 Penalty: 2626.780762
	Iteration 19Q: 3 clusters Score -187485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -187487.625000 Penalty: 2626.780762
	Iteration 20F: 3 clusters Score -187487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -187488.609375 Penalty: 2626.780762
	Iteration 21Q: 3 clusters Score -187488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -187488.609375 Penalty: 2626.780762
	Iteration 22F: 3 clusters Score -187488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 4442 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4033 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 116157 members 
Mstep: Class 38 contains 2660 members 
Entering Unmasked Estep 
Score: -30907682.000000 Penalty: 81614.609375
Splitting cluster 16 changes total score from -30907650.000000 to -30907682.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (16413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Entering Unmasked Estep 
Score: -989868.687500 Penalty: 1577.197144
	Iteration 0F: 2 clusters Score -989868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -978754.187500 Penalty: 3154.394287
	Iteration 0F: 3 clusters Score -978754.2 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -982585.875000 Penalty: 3154.394287
	Iteration 1F: 3 clusters Score -982585.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -982914.562500 Penalty: 3154.394287
	Iteration 2F: 3 clusters Score -982914.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -983196.625000 Penalty: 3154.394287
	Iteration 3Q: 3 clusters Score -983196.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -983397.062500 Penalty: 3154.394287
	Iteration 4Q: 3 clusters Score -983397.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -983561.812500 Penalty: 3154.394287
	Iteration 5Q: 3 clusters Score -983561.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -983734.812500 Penalty: 3154.394287
	Iteration 6Q: 3 clusters Score -983734.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -983901.875000 Penalty: 3154.394287
	Iteration 7Q: 3 clusters Score -983901.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -984049.875000 Penalty: 3154.394287
	Iteration 8Q: 3 clusters Score -984049.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -984185.875000 Penalty: 3154.394287
	Iteration 9Q: 3 clusters Score -984185.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -984324.812500 Penalty: 3154.394287
	Iteration 10Q: 3 clusters Score -984324.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -984454.125000 Penalty: 3154.394287
	Iteration 11Q: 3 clusters Score -984454.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -984585.875000 Penalty: 3154.394287
	Iteration 12Q: 3 clusters Score -984585.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -984743.312500 Penalty: 3154.394287
	Iteration 13Q: 3 clusters Score -984743.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -984936.875000 Penalty: 3154.394287
	Iteration 14Q: 3 clusters Score -984936.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -985190.312500 Penalty: 3154.394287
	Iteration 15Q: 3 clusters Score -985190.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -985515.625000 Penalty: 3154.394287
	Iteration 16Q: 3 clusters Score -985515.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -985868.625000 Penalty: 3154.394287
	Iteration 17Q: 3 clusters Score -985868.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -986153.437500 Penalty: 3154.394287
	Iteration 18Q: 3 clusters Score -986153.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -986372.687500 Penalty: 3154.394287
	Iteration 19Q: 3 clusters Score -986372.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -986513.062500 Penalty: 3154.394287
	Iteration 20F: 3 clusters Score -986513.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -986598.375000 Penalty: 3154.394287
	Iteration 21Q: 3 clusters Score -986598.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -986652.875000 Penalty: 3154.394287
	Iteration 22Q: 3 clusters Score -986652.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -986683.625000 Penalty: 3154.394287
	Iteration 23Q: 3 clusters Score -986683.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -986701.125000 Penalty: 3154.394287
	Iteration 24Q: 3 clusters Score -986701.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -986717.687500 Penalty: 3154.394287
	Iteration 25Q: 3 clusters Score -986717.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -986730.125000 Penalty: 3154.394287
	Iteration 26Q: 3 clusters Score -986730.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -986739.187500 Penalty: 3154.394287
	Iteration 27Q: 3 clusters Score -986739.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -986744.062500 Penalty: 3154.394287
	Iteration 28Q: 3 clusters Score -986744.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -986756.937500 Penalty: 3154.394287
	Iteration 29Q: 3 clusters Score -986756.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -986757.062500 Penalty: 3154.394287
	Iteration 30Q: 3 clusters Score -986757.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -986761.500000 Penalty: 3154.394287
	Iteration 31Q: 3 clusters Score -986761.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -986764.125000 Penalty: 3154.394287
	Iteration 32Q: 3 clusters Score -986764.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -986767.312500 Penalty: 3154.394287
	Iteration 33Q: 3 clusters Score -986767.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -986770.437500 Penalty: 3154.394287
	Iteration 34Q: 3 clusters Score -986770.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -986774.500000 Penalty: 3154.394287
	Iteration 35Q: 3 clusters Score -986774.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -986776.750000 Penalty: 3154.394287
	Iteration 36Q: 3 clusters Score -986776.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -986783.125000 Penalty: 3154.394287
	Iteration 37Q: 3 clusters Score -986783.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -986788.000000 Penalty: 3154.394287
	Iteration 38Q: 3 clusters Score -986788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -986795.875000 Penalty: 3154.394287
	Iteration 39Q: 3 clusters Score -986795.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -986800.062500 Penalty: 3154.394287
	Iteration 40F: 3 clusters Score -986800.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -986806.437500 Penalty: 3154.394287
	Iteration 41Q: 3 clusters Score -986806.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -986811.875000 Penalty: 3154.394287
	Iteration 42Q: 3 clusters Score -986811.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -986817.187500 Penalty: 3154.394287
	Iteration 43Q: 3 clusters Score -986817.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -986822.125000 Penalty: 3154.394287
	Iteration 44Q: 3 clusters Score -986822.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -986833.750000 Penalty: 3154.394287
	Iteration 45Q: 3 clusters Score -986833.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -986848.375000 Penalty: 3154.394287
	Iteration 46Q: 3 clusters Score -986848.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -986854.625000 Penalty: 3154.394287
	Iteration 47Q: 3 clusters Score -986854.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -986863.125000 Penalty: 3154.394287
	Iteration 48Q: 3 clusters Score -986863.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -986867.937500 Penalty: 3154.394287
	Iteration 49Q: 3 clusters Score -986867.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -986876.875000 Penalty: 3154.394287
	Iteration 50Q: 3 clusters Score -986876.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -986884.687500 Penalty: 3154.394287
	Iteration 51Q: 3 clusters Score -986884.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -986891.062500 Penalty: 3154.394287
	Iteration 52Q: 3 clusters Score -986891.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -986893.562500 Penalty: 3154.394287
	Iteration 53Q: 3 clusters Score -986893.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -986900.125000 Penalty: 3154.394287
	Iteration 54Q: 3 clusters Score -986900.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -986904.312500 Penalty: 3154.394287
	Iteration 55Q: 3 clusters Score -986904.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -986913.437500 Penalty: 3154.394287
	Iteration 56Q: 3 clusters Score -986913.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -986927.375000 Penalty: 3154.394287
	Iteration 57Q: 3 clusters Score -986927.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -986936.250000 Penalty: 3154.394287
	Iteration 58Q: 3 clusters Score -986936.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -986950.375000 Penalty: 3154.394287
	Iteration 59Q: 3 clusters Score -986950.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -986967.187500 Penalty: 3154.394287
	Iteration 60F: 3 clusters Score -986967.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -986977.625000 Penalty: 3154.394287
	Iteration 61Q: 3 clusters Score -986977.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -986990.562500 Penalty: 3154.394287
	Iteration 62Q: 3 clusters Score -986990.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -987004.312500 Penalty: 3154.394287
	Iteration 63Q: 3 clusters Score -987004.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -987016.187500 Penalty: 3154.394287
	Iteration 64Q: 3 clusters Score -987016.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -987032.375000 Penalty: 3154.394287
	Iteration 65Q: 3 clusters Score -987032.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -987044.437500 Penalty: 3154.394287
	Iteration 66Q: 3 clusters Score -987044.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -987058.812500 Penalty: 3154.394287
	Iteration 67Q: 3 clusters Score -987058.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -987076.875000 Penalty: 3154.394287
	Iteration 68Q: 3 clusters Score -987076.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -987086.687500 Penalty: 3154.394287
	Iteration 69Q: 3 clusters Score -987086.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -987100.437500 Penalty: 3154.394287
	Iteration 70Q: 3 clusters Score -987100.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -987113.875000 Penalty: 3154.394287
	Iteration 71Q: 3 clusters Score -987113.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -987122.000000 Penalty: 3154.394287
	Iteration 72Q: 3 clusters Score -987122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -987131.812500 Penalty: 3154.394287
	Iteration 73Q: 3 clusters Score -987131.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -987144.125000 Penalty: 3154.394287
	Iteration 74Q: 3 clusters Score -987144.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -987152.750000 Penalty: 3154.394287
	Iteration 75Q: 3 clusters Score -987152.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -987163.625000 Penalty: 3154.394287
	Iteration 76Q: 3 clusters Score -987163.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -987173.562500 Penalty: 3154.394287
	Iteration 77Q: 3 clusters Score -987173.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -987182.187500 Penalty: 3154.394287
	Iteration 78Q: 3 clusters Score -987182.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -987190.937500 Penalty: 3154.394287
	Iteration 79Q: 3 clusters Score -987190.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -987196.875000 Penalty: 3154.394287
	Iteration 80F: 3 clusters Score -987196.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -987208.125000 Penalty: 3154.394287
	Iteration 81Q: 3 clusters Score -987208.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -987216.937500 Penalty: 3154.394287
	Iteration 82Q: 3 clusters Score -987216.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -987232.625000 Penalty: 3154.394287
	Iteration 83Q: 3 clusters Score -987232.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -987247.312500 Penalty: 3154.394287
	Iteration 84Q: 3 clusters Score -987247.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -987262.750000 Penalty: 3154.394287
	Iteration 85Q: 3 clusters Score -987262.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -987277.437500 Penalty: 3154.394287
	Iteration 86Q: 3 clusters Score -987277.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -987294.625000 Penalty: 3154.394287
	Iteration 87Q: 3 clusters Score -987294.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -987304.250000 Penalty: 3154.394287
	Iteration 88Q: 3 clusters Score -987304.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -987316.187500 Penalty: 3154.394287
	Iteration 89Q: 3 clusters Score -987316.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -987331.875000 Penalty: 3154.394287
	Iteration 90Q: 3 clusters Score -987331.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -987348.875000 Penalty: 3154.394287
	Iteration 91Q: 3 clusters Score -987348.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -987365.312500 Penalty: 3154.394287
	Iteration 92Q: 3 clusters Score -987365.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -987373.625000 Penalty: 3154.394287
	Iteration 93Q: 3 clusters Score -987373.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -987381.000000 Penalty: 3154.394287
	Iteration 94Q: 3 clusters Score -987381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -987389.750000 Penalty: 3154.394287
	Iteration 95Q: 3 clusters Score -987389.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -987397.437500 Penalty: 3154.394287
	Iteration 96Q: 3 clusters Score -987397.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -987408.437500 Penalty: 3154.394287
	Iteration 97Q: 3 clusters Score -987408.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -987416.500000 Penalty: 3154.394287
	Iteration 98Q: 3 clusters Score -987416.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -987422.062500 Penalty: 3154.394287
	Iteration 99Q: 3 clusters Score -987422.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -987425.500000 Penalty: 3154.394287
	Iteration 100F: 3 clusters Score -987425.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -987433.062500 Penalty: 3154.394287
	Iteration 101Q: 3 clusters Score -987433.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -987439.437500 Penalty: 3154.394287
	Iteration 102Q: 3 clusters Score -987439.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -987448.812500 Penalty: 3154.394287
	Iteration 103Q: 3 clusters Score -987448.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -987460.437500 Penalty: 3154.394287
	Iteration 104Q: 3 clusters Score -987460.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -987481.000000 Penalty: 3154.394287
	Iteration 105Q: 3 clusters Score -987481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -987496.437500 Penalty: 3154.394287
	Iteration 106Q: 3 clusters Score -987496.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -987513.375000 Penalty: 3154.394287
	Iteration 107Q: 3 clusters Score -987513.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -987539.187500 Penalty: 3154.394287
	Iteration 108Q: 3 clusters Score -987539.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -987574.062500 Penalty: 3154.394287
	Iteration 109Q: 3 clusters Score -987574.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -987612.250000 Penalty: 3154.394287
	Iteration 110Q: 3 clusters Score -987612.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -987641.312500 Penalty: 3154.394287
	Iteration 111Q: 3 clusters Score -987641.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -987676.437500 Penalty: 3154.394287
	Iteration 112Q: 3 clusters Score -987676.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -987716.000000 Penalty: 3154.394287
	Iteration 113Q: 3 clusters Score -987716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -987767.187500 Penalty: 3154.394287
	Iteration 114Q: 3 clusters Score -987767.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -987839.062500 Penalty: 3154.394287
	Iteration 115Q: 3 clusters Score -987839.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -987924.000000 Penalty: 3154.394287
	Iteration 116Q: 3 clusters Score -987924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -988021.062500 Penalty: 3154.394287
	Iteration 117Q: 3 clusters Score -988021.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -988111.375000 Penalty: 3154.394287
	Iteration 118Q: 3 clusters Score -988111.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -988197.875000 Penalty: 3154.394287
	Iteration 119Q: 3 clusters Score -988197.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -988259.875000 Penalty: 3154.394287
	Iteration 120F: 3 clusters Score -988259.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -988309.062500 Penalty: 3154.394287
	Iteration 121Q: 3 clusters Score -988309.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -988347.500000 Penalty: 3154.394287
	Iteration 122Q: 3 clusters Score -988347.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -988375.875000 Penalty: 3154.394287
	Iteration 123Q: 3 clusters Score -988375.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -988391.375000 Penalty: 3154.394287
	Iteration 124Q: 3 clusters Score -988391.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -988404.812500 Penalty: 3154.394287
	Iteration 125Q: 3 clusters Score -988404.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -988415.062500 Penalty: 3154.394287
	Iteration 126Q: 3 clusters Score -988415.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -988423.437500 Penalty: 3154.394287
	Iteration 127Q: 3 clusters Score -988423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -988426.937500 Penalty: 3154.394287
	Iteration 128Q: 3 clusters Score -988426.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -988431.000000 Penalty: 3154.394287
	Iteration 129Q: 3 clusters Score -988431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -988434.875000 Penalty: 3154.394287
	Iteration 130Q: 3 clusters Score -988434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -988437.000000 Penalty: 3154.394287
	Iteration 131Q: 3 clusters Score -988437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -988436.437500 Penalty: 3154.394287
	Iteration 132Q: 3 clusters Score -988436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -988437.437500 Penalty: 3154.394287
	Iteration 133Q: 3 clusters Score -988437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -988438.562500 Penalty: 3154.394287
	Iteration 134Q: 3 clusters Score -988438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -988438.062500 Penalty: 3154.394287
	Iteration 135Q: 3 clusters Score -988438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -988438.250000 Penalty: 3154.394287
	Iteration 136Q: 3 clusters Score -988438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -988436.687500 Penalty: 3154.394287
	Iteration 137Q: 3 clusters Score -988436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -988436.687500 Penalty: 3154.394287
	Iteration 138F: 3 clusters Score -988436.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -28728.912109 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -28728.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27562.140625 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -27562.14 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27759.246094 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -27759.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27811.199219 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -27811.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27846.654297 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -27846.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27880.261719 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -27880.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27913.724609 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -27913.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27923.468750 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -27923.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27930.628906 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -27930.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27932.082031 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -27932.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27938.806641 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -27938.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27943.673828 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -27943.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27953.095703 Penalty: 2104.515625
	Iteration 11Q: 3 clusters Score -27953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27974.591797 Penalty: 2104.515625
	Iteration 12Q: 3 clusters Score -27974.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27989.603516 Penalty: 2104.515625
	Iteration 13Q: 3 clusters Score -27989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28001.310547 Penalty: 2104.515625
	Iteration 14Q: 3 clusters Score -28001.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28010.109375 Penalty: 2104.515625
	Iteration 15Q: 3 clusters Score -28010.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28023.697266 Penalty: 2104.515625
	Iteration 16Q: 3 clusters Score -28023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28036.537109 Penalty: 2104.515625
	Iteration 17Q: 3 clusters Score -28036.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28051.511719 Penalty: 2104.515625
	Iteration 18Q: 3 clusters Score -28051.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28065.005859 Penalty: 2104.515625
	Iteration 19Q: 3 clusters Score -28065.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28074.412109 Penalty: 2104.515625
	Iteration 20F: 3 clusters Score -28074.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28081.992188 Penalty: 2104.515625
	Iteration 21Q: 3 clusters Score -28081.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28088.453125 Penalty: 2104.515625
	Iteration 22Q: 3 clusters Score -28088.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28095.794922 Penalty: 2104.515625
	Iteration 23Q: 3 clusters Score -28095.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28097.195312 Penalty: 2104.515625
	Iteration 24Q: 3 clusters Score -28097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28097.195312 Penalty: 2104.515625
	Iteration 25F: 3 clusters Score -28097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -105610.304688 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -105610.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -103659.570312 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -103659.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -104120.484375 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -104120.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -104223.812500 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -104223.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -104283.484375 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -104283.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -104339.968750 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -104340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -104373.304688 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -104373.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -104398.187500 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -104398.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -104430.312500 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -104430.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -104465.718750 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -104465.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -104490.867188 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -104490.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -104515.335938 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -104515.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -104529.335938 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -104529.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -104538.304688 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -104538.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -104548.398438 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -104548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -104557.492188 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -104557.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -104568.734375 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -104568.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -104578.632812 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -104578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -104589.593750 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -104589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -104600.984375 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -104601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -104608.773438 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -104608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -104620.375000 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -104620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -104634.109375 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -104634.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -104649.078125 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -104649.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -104662.726562 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -104662.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -104674.960938 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -104675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -104683.585938 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -104683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104692.523438 Penalty: 2438.748291
	Iteration 26Q: 3 clusters Score -104692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -104695.914062 Penalty: 2438.748291
	Iteration 27Q: 3 clusters Score -104695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -104702.000000 Penalty: 2438.748291
	Iteration 28Q: 3 clusters Score -104702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -104714.101562 Penalty: 2438.748291
	Iteration 29Q: 3 clusters Score -104714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -104725.296875 Penalty: 2438.748291
	Iteration 30Q: 3 clusters Score -104725.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -104731.539062 Penalty: 2438.748291
	Iteration 31Q: 3 clusters Score -104731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -104735.445312 Penalty: 2438.748291
	Iteration 32Q: 3 clusters Score -104735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -104740.796875 Penalty: 2438.748291
	Iteration 33Q: 3 clusters Score -104740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -104743.664062 Penalty: 2438.748291
	Iteration 34Q: 3 clusters Score -104743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -104745.500000 Penalty: 2438.748291
	Iteration 35Q: 3 clusters Score -104745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -104746.960938 Penalty: 2438.748291
	Iteration 36Q: 3 clusters Score -104747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -104746.960938 Penalty: 2438.748291
	Iteration 37F: 3 clusters Score -104747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Entering Unmasked Estep 
Score: -625455.500000 Penalty: 1510.833130
	Iteration 0F: 2 clusters Score -625455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -617615.125000 Penalty: 3021.666260
	Iteration 0F: 3 clusters Score -617615.1 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -620230.312500 Penalty: 3021.666260
	Iteration 1F: 3 clusters Score -620230.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -620473.500000 Penalty: 3021.666260
	Iteration 2F: 3 clusters Score -620473.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -620722.437500 Penalty: 3021.666260
	Iteration 3Q: 3 clusters Score -620722.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -621006.562500 Penalty: 3021.666260
	Iteration 4F: 3 clusters Score -621006.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -621363.812500 Penalty: 3021.666260
	Iteration 5F: 3 clusters Score -621363.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -621812.687500 Penalty: 3021.666260
	Iteration 6F: 3 clusters Score -621812.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -622324.312500 Penalty: 3021.666260
	Iteration 7F: 3 clusters Score -622324.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -622912.937500 Penalty: 3021.666260
	Iteration 8F: 3 clusters Score -622912.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -623469.375000 Penalty: 3021.666260
	Iteration 9F: 3 clusters Score -623469.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -623923.750000 Penalty: 3021.666260
	Iteration 10Q: 3 clusters Score -623923.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -624227.125000 Penalty: 3021.666260
	Iteration 11Q: 3 clusters Score -624227.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -624398.062500 Penalty: 3021.666260
	Iteration 12Q: 3 clusters Score -624398.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -624471.687500 Penalty: 3021.666260
	Iteration 13Q: 3 clusters Score -624471.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -624524.062500 Penalty: 3021.666260
	Iteration 14Q: 3 clusters Score -624524.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -624550.375000 Penalty: 3021.666260
	Iteration 15Q: 3 clusters Score -624550.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -624567.812500 Penalty: 3021.666260
	Iteration 16Q: 3 clusters Score -624567.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -624584.000000 Penalty: 3021.666260
	Iteration 17Q: 3 clusters Score -624584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -624592.500000 Penalty: 3021.666260
	Iteration 18Q: 3 clusters Score -624592.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -624602.375000 Penalty: 3021.666260
	Iteration 19Q: 3 clusters Score -624602.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -624604.187500 Penalty: 3021.666260
	Iteration 20F: 3 clusters Score -624604.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -624609.562500 Penalty: 3021.666260
	Iteration 21Q: 3 clusters Score -624609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -624612.125000 Penalty: 3021.666260
	Iteration 22Q: 3 clusters Score -624612.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -624614.000000 Penalty: 3021.666260
	Iteration 23Q: 3 clusters Score -624614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -624614.625000 Penalty: 3021.666260
	Iteration 24Q: 3 clusters Score -624614.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -624617.125000 Penalty: 3021.666260
	Iteration 25Q: 3 clusters Score -624617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -624619.000000 Penalty: 3021.666260
	Iteration 26Q: 3 clusters Score -624619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -624617.812500 Penalty: 3021.666260
	Iteration 27Q: 3 clusters Score -624617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -624621.500000 Penalty: 3021.666260
	Iteration 28Q: 3 clusters Score -624621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -624619.937500 Penalty: 3021.666260
	Iteration 29Q: 3 clusters Score -624619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -624621.312500 Penalty: 3021.666260
	Iteration 30Q: 3 clusters Score -624621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -624622.000000 Penalty: 3021.666260
	Iteration 31Q: 3 clusters Score -624622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -624621.312500 Penalty: 3021.666260
	Iteration 32Q: 3 clusters Score -624621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -624621.375000 Penalty: 3021.666260
	Iteration 33Q: 3 clusters Score -624621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -624621.437500 Penalty: 3021.666260
	Iteration 34Q: 3 clusters Score -624621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -624621.937500 Penalty: 3021.666260
	Iteration 35Q: 3 clusters Score -624621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -624623.250000 Penalty: 3021.666260
	Iteration 36Q: 3 clusters Score -624623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -624624.437500 Penalty: 3021.666260
	Iteration 37Q: 3 clusters Score -624624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -624623.125000 Penalty: 3021.666260
	Iteration 38Q: 3 clusters Score -624623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -624623.750000 Penalty: 3021.666260
	Iteration 39Q: 3 clusters Score -624623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -624625.187500 Penalty: 3021.666260
	Iteration 40F: 3 clusters Score -624625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -624624.375000 Penalty: 3021.666260
	Iteration 41Q: 3 clusters Score -624624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -624625.937500 Penalty: 3021.666260
	Iteration 42Q: 3 clusters Score -624625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -624627.125000 Penalty: 3021.666260
	Iteration 43Q: 3 clusters Score -624627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -624626.250000 Penalty: 3021.666260
	Iteration 44Q: 3 clusters Score -624626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -624625.375000 Penalty: 3021.666260
	Iteration 45Q: 3 clusters Score -624625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -624626.250000 Penalty: 3021.666260
	Iteration 46Q: 3 clusters Score -624626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -624626.250000 Penalty: 3021.666260
	Iteration 47F: 3 clusters Score -624626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -69735.742188 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -69735.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -68128.000000 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -68128 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68448.203125 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -68448.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -68556.796875 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -68556.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -68640.562500 Penalty: 2331.536377
	Iteration 3F: 3 clusters Score -68640.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -68703.835938 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -68703.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -68794.281250 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -68794.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -68935.562500 Penalty: 2331.536377
	Iteration 6F: 3 clusters Score -68935.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -69022.679688 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -69022.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -69083.539062 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -69083.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69118.734375 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -69118.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -69147.062500 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -69147.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -69183.929688 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -69183.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -69212.398438 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -69212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -69239.523438 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -69239.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -69251.562500 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -69251.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -69254.148438 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -69254.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -69255.273438 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -69255.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -69255.273438 Penalty: 2331.536377
	Iteration 17F: 3 clusters Score -69255.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -386645.156250 Penalty: 1421.728394
	Iteration 0F: 2 clusters Score -386645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -381908.437500 Penalty: 2843.456787
	Iteration 0F: 3 clusters Score -381908.4 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -383417.687500 Penalty: 2843.456787
	Iteration 1F: 3 clusters Score -383417.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -383688.375000 Penalty: 2843.456787
	Iteration 2F: 3 clusters Score -383688.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -383944.750000 Penalty: 2843.456787
	Iteration 3F: 3 clusters Score -383944.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -384162.562500 Penalty: 2843.456787
	Iteration 4Q: 3 clusters Score -384162.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -384401.812500 Penalty: 2843.456787
	Iteration 5Q: 3 clusters Score -384401.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -384653.968750 Penalty: 2843.456787
	Iteration 6Q: 3 clusters Score -384654 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -384891.968750 Penalty: 2843.456787
	Iteration 7Q: 3 clusters Score -384892 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -385113.187500 Penalty: 2843.456787
	Iteration 8Q: 3 clusters Score -385113.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -385348.562500 Penalty: 2843.456787
	Iteration 9Q: 3 clusters Score -385348.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -385554.281250 Penalty: 2843.456787
	Iteration 10Q: 3 clusters Score -385554.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -385682.531250 Penalty: 2843.456787
	Iteration 11Q: 3 clusters Score -385682.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -385774.062500 Penalty: 2843.456787
	Iteration 12Q: 3 clusters Score -385774.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -385846.812500 Penalty: 2843.456787
	Iteration 13Q: 3 clusters Score -385846.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -385917.781250 Penalty: 2843.456787
	Iteration 14Q: 3 clusters Score -385917.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -385978.531250 Penalty: 2843.456787
	Iteration 15Q: 3 clusters Score -385978.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -386013.031250 Penalty: 2843.456787
	Iteration 16Q: 3 clusters Score -386013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -386027.125000 Penalty: 2843.456787
	Iteration 17Q: 3 clusters Score -386027.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -386031.750000 Penalty: 2843.456787
	Iteration 18Q: 3 clusters Score -386031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -386037.625000 Penalty: 2843.456787
	Iteration 19Q: 3 clusters Score -386037.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386041.687500 Penalty: 2843.456787
	Iteration 20F: 3 clusters Score -386041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -386042.875000 Penalty: 2843.456787
	Iteration 21Q: 3 clusters Score -386042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -386043.093750 Penalty: 2843.456787
	Iteration 22Q: 3 clusters Score -386043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -386043.531250 Penalty: 2843.456787
	Iteration 23Q: 3 clusters Score -386043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -386045.250000 Penalty: 2843.456787
	Iteration 24Q: 3 clusters Score -386045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -386045.343750 Penalty: 2843.456787
	Iteration 25Q: 3 clusters Score -386045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -386045.343750 Penalty: 2843.456787
	Iteration 26F: 3 clusters Score -386045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -150275.515625 Penalty: 1282.887329
	Iteration 0F: 2 clusters Score -150275.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -147771.328125 Penalty: 2565.774658
	Iteration 0F: 3 clusters Score -147771.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -148481.562500 Penalty: 2565.774658
	Iteration 1F: 3 clusters Score -148481.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -148777.578125 Penalty: 2565.774658
	Iteration 2F: 3 clusters Score -148777.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -149087.906250 Penalty: 2565.774658
	Iteration 3F: 3 clusters Score -149087.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -149425.984375 Penalty: 2565.774658
	Iteration 4F: 3 clusters Score -149426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -149674.906250 Penalty: 2565.774658
	Iteration 5F: 3 clusters Score -149674.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -149865.703125 Penalty: 2565.774658
	Iteration 6Q: 3 clusters Score -149865.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -150070.843750 Penalty: 2565.774658
	Iteration 7Q: 3 clusters Score -150070.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -150367.265625 Penalty: 2565.774658
	Iteration 8Q: 3 clusters Score -150367.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -150850.906250 Penalty: 2565.774658
	Iteration 9Q: 3 clusters Score -150850.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -151242.671875 Penalty: 2565.774658
	Iteration 10F: 3 clusters Score -151242.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -151433.671875 Penalty: 2565.774658
	Iteration 11F: 3 clusters Score -151433.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -151618.312500 Penalty: 2565.774658
	Iteration 12F: 3 clusters Score -151618.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -151787.656250 Penalty: 2565.774658
	Iteration 13Q: 3 clusters Score -151787.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -151997.921875 Penalty: 2565.774658
	Iteration 14Q: 3 clusters Score -151997.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -152290.921875 Penalty: 2565.774658
	Iteration 15Q: 3 clusters Score -152290.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -152454.031250 Penalty: 2565.774658
	Iteration 16Q: 3 clusters Score -152454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -152486.453125 Penalty: 2565.774658
	Iteration 17Q: 3 clusters Score -152486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -152487.765625 Penalty: 2565.774658
	Iteration 18Q: 3 clusters Score -152487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -152487.765625 Penalty: 2565.774658
	Iteration 19F: 3 clusters Score -152487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 4442 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4033 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 116157 members 
Mstep: Class 38 contains 2660 members 
Mstep: Class 39 contains 1741 members 
Entering Unmasked Estep 
Score: -30909036.000000 Penalty: 83762.359375
Splitting cluster 23 changes total score from -30907650.000000 to -30909036.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (8855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Entering Unmasked Estep 
Score: -508691.656250 Penalty: 1476.919800
	Iteration 0F: 2 clusters Score -508691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -502228.125000 Penalty: 2953.839600
	Iteration 0F: 3 clusters Score -502228.1 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -504388.312500 Penalty: 2953.839600
	Iteration 1F: 3 clusters Score -504388.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -504847.906250 Penalty: 2953.839600
	Iteration 2F: 3 clusters Score -504847.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -505429.843750 Penalty: 2953.839600
	Iteration 3F: 3 clusters Score -505429.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -506022.281250 Penalty: 2953.839600
	Iteration 4F: 3 clusters Score -506022.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -506510.406250 Penalty: 2953.839600
	Iteration 5F: 3 clusters Score -506510.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -506844.687500 Penalty: 2953.839600
	Iteration 6F: 3 clusters Score -506844.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -507101.187500 Penalty: 2953.839600
	Iteration 7Q: 3 clusters Score -507101.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -507286.531250 Penalty: 2953.839600
	Iteration 8Q: 3 clusters Score -507286.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -507457.750000 Penalty: 2953.839600
	Iteration 9Q: 3 clusters Score -507457.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -507617.875000 Penalty: 2953.839600
	Iteration 10Q: 3 clusters Score -507617.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -507764.031250 Penalty: 2953.839600
	Iteration 11Q: 3 clusters Score -507764 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -507885.062500 Penalty: 2953.839600
	Iteration 12Q: 3 clusters Score -507885.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -507985.125000 Penalty: 2953.839600
	Iteration 13Q: 3 clusters Score -507985.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -508089.843750 Penalty: 2953.839600
	Iteration 14Q: 3 clusters Score -508089.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -508211.125000 Penalty: 2953.839600
	Iteration 15Q: 3 clusters Score -508211.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -508291.937500 Penalty: 2953.839600
	Iteration 16Q: 3 clusters Score -508291.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -508344.375000 Penalty: 2953.839600
	Iteration 17Q: 3 clusters Score -508344.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -508382.468750 Penalty: 2953.839600
	Iteration 18Q: 3 clusters Score -508382.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -508406.281250 Penalty: 2953.839600
	Iteration 19Q: 3 clusters Score -508406.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -508421.062500 Penalty: 2953.839600
	Iteration 20F: 3 clusters Score -508421.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -508430.031250 Penalty: 2953.839600
	Iteration 21Q: 3 clusters Score -508430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -508432.968750 Penalty: 2953.839600
	Iteration 22Q: 3 clusters Score -508433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -508437.187500 Penalty: 2953.839600
	Iteration 23Q: 3 clusters Score -508437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -508441.656250 Penalty: 2953.839600
	Iteration 24Q: 3 clusters Score -508441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -508441.250000 Penalty: 2953.839600
	Iteration 25Q: 3 clusters Score -508441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -508442.500000 Penalty: 2953.839600
	Iteration 26Q: 3 clusters Score -508442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -508442.062500 Penalty: 2953.839600
	Iteration 27Q: 3 clusters Score -508442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -508442.562500 Penalty: 2953.839600
	Iteration 28Q: 3 clusters Score -508442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -508444.531250 Penalty: 2953.839600
	Iteration 29Q: 3 clusters Score -508444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -508443.812500 Penalty: 2953.839600
	Iteration 30Q: 3 clusters Score -508443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -508443.812500 Penalty: 2953.839600
	Iteration 31F: 3 clusters Score -508443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -245605.500000 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -245605.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -241981.125000 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -241981.1 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -243015.984375 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -243016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -243292.812500 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -243292.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -243630.703125 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -243630.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -244058.640625 Penalty: 2729.629395
	Iteration 4F: 3 clusters Score -244058.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -244710.218750 Penalty: 2729.629395
	Iteration 5F: 3 clusters Score -244710.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -245210.031250 Penalty: 2729.629395
	Iteration 6F: 3 clusters Score -245210 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -245498.703125 Penalty: 2729.629395
	Iteration 7F: 3 clusters Score -245498.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -245660.468750 Penalty: 2729.629395
	Iteration 8Q: 3 clusters Score -245660.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -245734.859375 Penalty: 2729.629395
	Iteration 9Q: 3 clusters Score -245734.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -245765.718750 Penalty: 2729.629395
	Iteration 10Q: 3 clusters Score -245765.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -245782.156250 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -245782.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -245798.406250 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -245798.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -245811.859375 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -245811.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -245825.953125 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -245826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -245833.484375 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -245833.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -245842.187500 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -245842.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -245849.296875 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -245849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -245854.109375 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -245854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -245858.890625 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -245858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -245862.328125 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -245862.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -245864.484375 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -245864.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -245867.593750 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -245867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -245871.078125 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -245871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -245872.671875 Penalty: 2729.629395
	Iteration 24Q: 3 clusters Score -245872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -245873.703125 Penalty: 2729.629395
	Iteration 25Q: 3 clusters Score -245873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -245873.703125 Penalty: 2729.629395
	Iteration 26F: 3 clusters Score -245873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 4033 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 116157 members 
Mstep: Class 38 contains 2660 members 
Mstep: Class 39 contains 1741 members 
Mstep: Class 40 contains 1730 members 
Entering Unmasked Estep 
Score: -30908580.000000 Penalty: 85910.117188
Splitting cluster 25 changes total score from -30907650.000000 to -30908580.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -89814.257812 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -89814.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -87962.710938 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -87962.71 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -88356.773438 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -88356.77 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -88488.914062 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -88488.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -88582.195312 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -88582.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -88656.093750 Penalty: 2400.804199
	Iteration 4Q: 3 clusters Score -88656.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -88754.078125 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -88754.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -88861.898438 Penalty: 2400.804199
	Iteration 6F: 3 clusters Score -88861.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88959.820312 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -88959.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89093.953125 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -89093.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -89224.960938 Penalty: 2400.804199
	Iteration 9F: 3 clusters Score -89224.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -89321.015625 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -89321.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -89403.656250 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -89403.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -89468.648438 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -89468.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -89512.687500 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -89512.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -89531.765625 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -89531.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -89540.640625 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -89540.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -89549.796875 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -89549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -89555.859375 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -89555.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -89557.335938 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -89557.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -89557.906250 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -89557.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -89557.906250 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -89557.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -234991.218750 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -234991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -231644.312500 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -231644.3 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -232458.828125 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -232458.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -232631.421875 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -232631.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -232790.531250 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -232790.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -232962.421875 Penalty: 2698.236572
	Iteration 4F: 3 clusters Score -232962.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -233132.828125 Penalty: 2698.236572
	Iteration 5Q: 3 clusters Score -233132.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -233332.062500 Penalty: 2698.236572
	Iteration 6Q: 3 clusters Score -233332.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -233565.984375 Penalty: 2698.236572
	Iteration 7Q: 3 clusters Score -233566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -233779.531250 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -233779.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -234017.093750 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -234017.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -234296.093750 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -234296.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -234578.859375 Penalty: 2698.236572
	Iteration 11F: 3 clusters Score -234578.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -234761.390625 Penalty: 2698.236572
	Iteration 12F: 3 clusters Score -234761.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -234875.593750 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -234875.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -234969.453125 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -234969.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -235023.187500 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -235023.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -235072.734375 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -235072.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -235116.453125 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -235116.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -235168.640625 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -235168.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -235220.656250 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -235220.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -235264.593750 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -235264.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -235310.578125 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -235310.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -235357.046875 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -235357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -235393.343750 Penalty: 2698.236572
	Iteration 23Q: 3 clusters Score -235393.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -235423.234375 Penalty: 2698.236572
	Iteration 24Q: 3 clusters Score -235423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -235440.906250 Penalty: 2698.236572
	Iteration 25Q: 3 clusters Score -235440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -235449.328125 Penalty: 2698.236572
	Iteration 26Q: 3 clusters Score -235449.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235453.312500 Penalty: 2698.236572
	Iteration 27Q: 3 clusters Score -235453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -235455.937500 Penalty: 2698.236572
	Iteration 28Q: 3 clusters Score -235455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -235459.953125 Penalty: 2698.236572
	Iteration 29Q: 3 clusters Score -235460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -235464.593750 Penalty: 2698.236572
	Iteration 30Q: 3 clusters Score -235464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235468.031250 Penalty: 2698.236572
	Iteration 31Q: 3 clusters Score -235468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235471.546875 Penalty: 2698.236572
	Iteration 32Q: 3 clusters Score -235471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235474.531250 Penalty: 2698.236572
	Iteration 33Q: 3 clusters Score -235474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -235476.468750 Penalty: 2698.236572
	Iteration 34Q: 3 clusters Score -235476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -235477.375000 Penalty: 2698.236572
	Iteration 35Q: 3 clusters Score -235477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -235477.375000 Penalty: 2698.236572
	Iteration 36F: 3 clusters Score -235477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3093 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 116157 members 
Mstep: Class 38 contains 2660 members 
Mstep: Class 39 contains 1741 members 
Mstep: Class 40 contains 1730 members 
Mstep: Class 41 contains 940 members 
Entering Unmasked Estep 
Score: -30908330.000000 Penalty: 88057.867188
Splitting cluster 27 changes total score from -30907650.000000 to -30908330.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (10418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Entering Unmasked Estep 
Score: -647722.375000 Penalty: 1503.334717
	Iteration 0F: 2 clusters Score -647722.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -640310.875000 Penalty: 3006.669434
	Iteration 0F: 3 clusters Score -640310.9 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -642674.187500 Penalty: 3006.669434
	Iteration 1F: 3 clusters Score -642674.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -643064.875000 Penalty: 3006.669434
	Iteration 2F: 3 clusters Score -643064.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -643501.625000 Penalty: 3006.669434
	Iteration 3F: 3 clusters Score -643501.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -643965.375000 Penalty: 3006.669434
	Iteration 4F: 3 clusters Score -643965.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -644475.437500 Penalty: 3006.669434
	Iteration 5F: 3 clusters Score -644475.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -645010.500000 Penalty: 3006.669434
	Iteration 6F: 3 clusters Score -645010.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -645498.062500 Penalty: 3006.669434
	Iteration 7F: 3 clusters Score -645498.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -645845.437500 Penalty: 3006.669434
	Iteration 8Q: 3 clusters Score -645845.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -646063.375000 Penalty: 3006.669434
	Iteration 9Q: 3 clusters Score -646063.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -646176.375000 Penalty: 3006.669434
	Iteration 10Q: 3 clusters Score -646176.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -646248.062500 Penalty: 3006.669434
	Iteration 11Q: 3 clusters Score -646248.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -646289.687500 Penalty: 3006.669434
	Iteration 12Q: 3 clusters Score -646289.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -646320.375000 Penalty: 3006.669434
	Iteration 13Q: 3 clusters Score -646320.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -646346.250000 Penalty: 3006.669434
	Iteration 14Q: 3 clusters Score -646346.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -646364.000000 Penalty: 3006.669434
	Iteration 15Q: 3 clusters Score -646364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -646381.187500 Penalty: 3006.669434
	Iteration 16Q: 3 clusters Score -646381.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -646396.437500 Penalty: 3006.669434
	Iteration 17Q: 3 clusters Score -646396.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -646403.312500 Penalty: 3006.669434
	Iteration 18Q: 3 clusters Score -646403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -646412.687500 Penalty: 3006.669434
	Iteration 19Q: 3 clusters Score -646412.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -646421.500000 Penalty: 3006.669434
	Iteration 20F: 3 clusters Score -646421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -646430.500000 Penalty: 3006.669434
	Iteration 21Q: 3 clusters Score -646430.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -646438.437500 Penalty: 3006.669434
	Iteration 22Q: 3 clusters Score -646438.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -646449.687500 Penalty: 3006.669434
	Iteration 23Q: 3 clusters Score -646449.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -646460.500000 Penalty: 3006.669434
	Iteration 24Q: 3 clusters Score -646460.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -646466.437500 Penalty: 3006.669434
	Iteration 25Q: 3 clusters Score -646466.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -646471.625000 Penalty: 3006.669434
	Iteration 26Q: 3 clusters Score -646471.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -646475.437500 Penalty: 3006.669434
	Iteration 27Q: 3 clusters Score -646475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -646479.125000 Penalty: 3006.669434
	Iteration 28Q: 3 clusters Score -646479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -646483.312500 Penalty: 3006.669434
	Iteration 29Q: 3 clusters Score -646483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -646487.125000 Penalty: 3006.669434
	Iteration 30Q: 3 clusters Score -646487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -646489.875000 Penalty: 3006.669434
	Iteration 31Q: 3 clusters Score -646489.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -646493.937500 Penalty: 3006.669434
	Iteration 32Q: 3 clusters Score -646493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -646495.562500 Penalty: 3006.669434
	Iteration 33Q: 3 clusters Score -646495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -646495.812500 Penalty: 3006.669434
	Iteration 34Q: 3 clusters Score -646495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -646496.500000 Penalty: 3006.669434
	Iteration 35Q: 3 clusters Score -646496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -646495.562500 Penalty: 3006.669434
	Iteration 36Q: 3 clusters Score -646495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -646496.187500 Penalty: 3006.669434
	Iteration 37Q: 3 clusters Score -646496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -646496.812500 Penalty: 3006.669434
	Iteration 38Q: 3 clusters Score -646496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -646498.500000 Penalty: 3006.669434
	Iteration 39Q: 3 clusters Score -646498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -646499.125000 Penalty: 3006.669434
	Iteration 40F: 3 clusters Score -646499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -646499.937500 Penalty: 3006.669434
	Iteration 41Q: 3 clusters Score -646499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -646499.875000 Penalty: 3006.669434
	Iteration 42Q: 3 clusters Score -646499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -646499.875000 Penalty: 3006.669434
	Iteration 43F: 3 clusters Score -646499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Entering Unmasked Estep 
Score: -4680729.000000 Penalty: 1828.949463
	Iteration 0F: 2 clusters Score -4680729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4629140.000000 Penalty: 3657.898926
	Iteration 0F: 3 clusters Score -4629140 nChanged 36662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -4650258.500000 Penalty: 3657.898926
	Iteration 1F: 3 clusters Score -4650258 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4650869.000000 Penalty: 3657.898926
	Iteration 2Q: 3 clusters Score -4650869 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -4651718.500000 Penalty: 3657.898926
	Iteration 3Q: 3 clusters Score -4651718 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4652820.000000 Penalty: 3657.898926
	Iteration 4Q: 3 clusters Score -4652820 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -4654321.500000 Penalty: 3657.898926
	Iteration 5Q: 3 clusters Score -4654322 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -4656453.500000 Penalty: 3657.898926
	Iteration 6F: 3 clusters Score -4656454 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -4659154.500000 Penalty: 3657.898926
	Iteration 7F: 3 clusters Score -4659154 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -4662262.000000 Penalty: 3657.898926
	Iteration 8F: 3 clusters Score -4662262 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -4665545.500000 Penalty: 3657.898926
	Iteration 9F: 3 clusters Score -4665546 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -4668942.500000 Penalty: 3657.898926
	Iteration 10F: 3 clusters Score -4668942 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -4672154.000000 Penalty: 3657.898926
	Iteration 11F: 3 clusters Score -4672154 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -4674841.500000 Penalty: 3657.898926
	Iteration 12Q: 3 clusters Score -4674842 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -4676602.000000 Penalty: 3657.898926
	Iteration 13Q: 3 clusters Score -4676602 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -4677746.500000 Penalty: 3657.898926
	Iteration 14Q: 3 clusters Score -4677746 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -4678368.500000 Penalty: 3657.898926
	Iteration 15Q: 3 clusters Score -4678368 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -4678698.500000 Penalty: 3657.898926
	Iteration 16Q: 3 clusters Score -4678698 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -4678879.500000 Penalty: 3657.898926
	Iteration 17Q: 3 clusters Score -4678880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -4678991.000000 Penalty: 3657.898926
	Iteration 18Q: 3 clusters Score -4678991 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -4679037.000000 Penalty: 3657.898926
	Iteration 19Q: 3 clusters Score -4679037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -4679089.000000 Penalty: 3657.898926
	Iteration 20F: 3 clusters Score -4679089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -4679120.500000 Penalty: 3657.898926
	Iteration 21Q: 3 clusters Score -4679120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -4679144.000000 Penalty: 3657.898926
	Iteration 22Q: 3 clusters Score -4679144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -4679168.000000 Penalty: 3657.898926
	Iteration 23Q: 3 clusters Score -4679168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -4679196.000000 Penalty: 3657.898926
	Iteration 24Q: 3 clusters Score -4679196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -4679205.000000 Penalty: 3657.898926
	Iteration 25Q: 3 clusters Score -4679205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -4679214.500000 Penalty: 3657.898926
	Iteration 26Q: 3 clusters Score -4679214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -4679224.500000 Penalty: 3657.898926
	Iteration 27Q: 3 clusters Score -4679224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -4679233.000000 Penalty: 3657.898926
	Iteration 28Q: 3 clusters Score -4679233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -4679237.000000 Penalty: 3657.898926
	Iteration 29Q: 3 clusters Score -4679237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -4679239.500000 Penalty: 3657.898926
	Iteration 30Q: 3 clusters Score -4679240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -4679240.500000 Penalty: 3657.898926
	Iteration 31Q: 3 clusters Score -4679240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -4679252.000000 Penalty: 3657.898926
	Iteration 32Q: 3 clusters Score -4679252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -4679249.000000 Penalty: 3657.898926
	Iteration 33Q: 3 clusters Score -4679249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -4679245.500000 Penalty: 3657.898926
	Iteration 34Q: 3 clusters Score -4679246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -4679251.500000 Penalty: 3657.898926
	Iteration 35Q: 3 clusters Score -4679252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -4679253.000000 Penalty: 3657.898926
	Iteration 36Q: 3 clusters Score -4679253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -4679257.000000 Penalty: 3657.898926
	Iteration 37Q: 3 clusters Score -4679257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -4679257.000000 Penalty: 3657.898926
	Iteration 38F: 3 clusters Score -4679257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -993189.625000 Penalty: 1604.040039
	Iteration 0F: 2 clusters Score -993189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -980053.625000 Penalty: 3208.080078
	Iteration 0F: 3 clusters Score -980053.6 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -985102.687500 Penalty: 3208.080078
	Iteration 1F: 3 clusters Score -985102.7 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -985823.062500 Penalty: 3208.080078
	Iteration 2F: 3 clusters Score -985823.1 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -986679.187500 Penalty: 3208.080078
	Iteration 3F: 3 clusters Score -986679.2 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -987618.375000 Penalty: 3208.080078
	Iteration 4F: 3 clusters Score -987618.4 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -988555.125000 Penalty: 3208.080078
	Iteration 5F: 3 clusters Score -988555.1 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -989407.750000 Penalty: 3208.080078
	Iteration 6F: 3 clusters Score -989407.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -990143.625000 Penalty: 3208.080078
	Iteration 7Q: 3 clusters Score -990143.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -990711.062500 Penalty: 3208.080078
	Iteration 8Q: 3 clusters Score -990711.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -991115.750000 Penalty: 3208.080078
	Iteration 9Q: 3 clusters Score -991115.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -991421.687500 Penalty: 3208.080078
	Iteration 10Q: 3 clusters Score -991421.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -991708.875000 Penalty: 3208.080078
	Iteration 11Q: 3 clusters Score -991708.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -991945.125000 Penalty: 3208.080078
	Iteration 12Q: 3 clusters Score -991945.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -992111.937500 Penalty: 3208.080078
	Iteration 13Q: 3 clusters Score -992111.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -992208.312500 Penalty: 3208.080078
	Iteration 14Q: 3 clusters Score -992208.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -992269.000000 Penalty: 3208.080078
	Iteration 15Q: 3 clusters Score -992269 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -992322.750000 Penalty: 3208.080078
	Iteration 16Q: 3 clusters Score -992322.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -992356.000000 Penalty: 3208.080078
	Iteration 17Q: 3 clusters Score -992356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -992375.562500 Penalty: 3208.080078
	Iteration 18Q: 3 clusters Score -992375.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -992397.000000 Penalty: 3208.080078
	Iteration 19Q: 3 clusters Score -992397 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -992419.437500 Penalty: 3208.080078
	Iteration 20F: 3 clusters Score -992419.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -992448.687500 Penalty: 3208.080078
	Iteration 21Q: 3 clusters Score -992448.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -992482.687500 Penalty: 3208.080078
	Iteration 22Q: 3 clusters Score -992482.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -992499.750000 Penalty: 3208.080078
	Iteration 23Q: 3 clusters Score -992499.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -992512.312500 Penalty: 3208.080078
	Iteration 24Q: 3 clusters Score -992512.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -992525.000000 Penalty: 3208.080078
	Iteration 25Q: 3 clusters Score -992525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -992531.875000 Penalty: 3208.080078
	Iteration 26Q: 3 clusters Score -992531.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -992536.875000 Penalty: 3208.080078
	Iteration 27Q: 3 clusters Score -992536.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -992538.500000 Penalty: 3208.080078
	Iteration 28Q: 3 clusters Score -992538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -992545.875000 Penalty: 3208.080078
	Iteration 29Q: 3 clusters Score -992545.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -992546.687500 Penalty: 3208.080078
	Iteration 30Q: 3 clusters Score -992546.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -992548.562500 Penalty: 3208.080078
	Iteration 31Q: 3 clusters Score -992548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -992548.875000 Penalty: 3208.080078
	Iteration 32Q: 3 clusters Score -992548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -992548.875000 Penalty: 3208.080078
	Iteration 33Q: 3 clusters Score -992548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -992548.500000 Penalty: 3208.080078
	Iteration 34Q: 3 clusters Score -992548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -992549.750000 Penalty: 3208.080078
	Iteration 35Q: 3 clusters Score -992549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -992549.437500 Penalty: 3208.080078
	Iteration 36Q: 3 clusters Score -992549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -992549.437500 Penalty: 3208.080078
	Iteration 37F: 3 clusters Score -992549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -321663.531250 Penalty: 1404.593140
	Iteration 0F: 2 clusters Score -321663.5 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 2824 members 
Entering Unmasked Estep 
Score: -317295.187500 Penalty: 2809.186279
	Iteration 0F: 3 clusters Score -317295.2 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -318825.406250 Penalty: 2809.186279
	Iteration 1F: 3 clusters Score -318825.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -319365.468750 Penalty: 2809.186279
	Iteration 2F: 3 clusters Score -319365.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -319752.937500 Penalty: 2809.186279
	Iteration 3F: 3 clusters Score -319752.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -320054.562500 Penalty: 2809.186279
	Iteration 4F: 3 clusters Score -320054.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -320279.937500 Penalty: 2809.186279
	Iteration 5F: 3 clusters Score -320279.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -320470.406250 Penalty: 2809.186279
	Iteration 6Q: 3 clusters Score -320470.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -320620.468750 Penalty: 2809.186279
	Iteration 7Q: 3 clusters Score -320620.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -320752.250000 Penalty: 2809.186279
	Iteration 8Q: 3 clusters Score -320752.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -320879.156250 Penalty: 2809.186279
	Iteration 9Q: 3 clusters Score -320879.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -320993.375000 Penalty: 2809.186279
	Iteration 10Q: 3 clusters Score -320993.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -321072.500000 Penalty: 2809.186279
	Iteration 11Q: 3 clusters Score -321072.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -321138.718750 Penalty: 2809.186279
	Iteration 12Q: 3 clusters Score -321138.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -321182.875000 Penalty: 2809.186279
	Iteration 13Q: 3 clusters Score -321182.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -321211.437500 Penalty: 2809.186279
	Iteration 14Q: 3 clusters Score -321211.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -321241.156250 Penalty: 2809.186279
	Iteration 15Q: 3 clusters Score -321241.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -321279.875000 Penalty: 2809.186279
	Iteration 16Q: 3 clusters Score -321279.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -321325.875000 Penalty: 2809.186279
	Iteration 17Q: 3 clusters Score -321325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321348.718750 Penalty: 2809.186279
	Iteration 18Q: 3 clusters Score -321348.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -321371.968750 Penalty: 2809.186279
	Iteration 19Q: 3 clusters Score -321372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -321382.593750 Penalty: 2809.186279
	Iteration 20F: 3 clusters Score -321382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321389.187500 Penalty: 2809.186279
	Iteration 21Q: 3 clusters Score -321389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321394.281250 Penalty: 2809.186279
	Iteration 22Q: 3 clusters Score -321394.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -321398.531250 Penalty: 2809.186279
	Iteration 23Q: 3 clusters Score -321398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321401.656250 Penalty: 2809.186279
	Iteration 24Q: 3 clusters Score -321401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -321404.968750 Penalty: 2809.186279
	Iteration 25Q: 3 clusters Score -321405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -321409.281250 Penalty: 2809.186279
	Iteration 26Q: 3 clusters Score -321409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -321412.343750 Penalty: 2809.186279
	Iteration 27Q: 3 clusters Score -321412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -321413.062500 Penalty: 2809.186279
	Iteration 28Q: 3 clusters Score -321413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -321414.187500 Penalty: 2809.186279
	Iteration 29Q: 3 clusters Score -321414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -321414.312500 Penalty: 2809.186279
	Iteration 30Q: 3 clusters Score -321414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -321415.187500 Penalty: 2809.186279
	Iteration 31Q: 3 clusters Score -321415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -321415.625000 Penalty: 2809.186279
	Iteration 32Q: 3 clusters Score -321415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -321414.593750 Penalty: 2809.186279
	Iteration 33Q: 3 clusters Score -321414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -321415.781250 Penalty: 2809.186279
	Iteration 34Q: 3 clusters Score -321415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -321416.031250 Penalty: 2809.186279
	Iteration 35Q: 3 clusters Score -321416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321416.312500 Penalty: 2809.186279
	Iteration 36Q: 3 clusters Score -321416.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -321416.750000 Penalty: 2809.186279
	Iteration 37Q: 3 clusters Score -321416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -321417.375000 Penalty: 2809.186279
	Iteration 38Q: 3 clusters Score -321417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -321417.250000 Penalty: 2809.186279
	Iteration 39Q: 3 clusters Score -321417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -321417.250000 Penalty: 2809.186279
	Iteration 40F: 3 clusters Score -321417.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -101485.539062 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -101485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -99151.875000 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -99151.88 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -100008.031250 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -100008 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -100408.335938 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -100408.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -100679.640625 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -100679.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -100879.812500 Penalty: 2530.899170
	Iteration 4F: 3 clusters Score -100879.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -101011.148438 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -101011.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -101068.859375 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -101068.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -101097.390625 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -101097.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -101123.914062 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -101123.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101141.875000 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -101141.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101153.421875 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -101153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -101165.734375 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -101165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -101178.562500 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -101178.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -101187.789062 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -101187.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101197.710938 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -101197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -101204.507812 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -101204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101214.437500 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -101214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101223.593750 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -101223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101232.781250 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -101232.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101239.898438 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -101239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101243.445312 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -101243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101245.664062 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -101245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101247.445312 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -101247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101248.101562 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -101248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101248.335938 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -101248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101248.578125 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -101248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101248.578125 Penalty: 2530.899170
	Iteration 26F: 3 clusters Score -101248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Entering Unmasked Estep 
Score: -1526332.000000 Penalty: 1646.614258
	Iteration 0F: 2 clusters Score -1526332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1509235.750000 Penalty: 3293.228516
	Iteration 0F: 3 clusters Score -1509236 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1515632.375000 Penalty: 3293.228516
	Iteration 1F: 3 clusters Score -1515632 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1516011.250000 Penalty: 3293.228516
	Iteration 2Q: 3 clusters Score -1516011 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1516372.750000 Penalty: 3293.228516
	Iteration 3Q: 3 clusters Score -1516373 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1516723.750000 Penalty: 3293.228516
	Iteration 4Q: 3 clusters Score -1516724 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1517067.250000 Penalty: 3293.228516
	Iteration 5Q: 3 clusters Score -1517067 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1517382.875000 Penalty: 3293.228516
	Iteration 6Q: 3 clusters Score -1517383 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1517697.375000 Penalty: 3293.228516
	Iteration 7Q: 3 clusters Score -1517697 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1517999.750000 Penalty: 3293.228516
	Iteration 8Q: 3 clusters Score -1518000 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1518286.500000 Penalty: 3293.228516
	Iteration 9Q: 3 clusters Score -1518286 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1518588.000000 Penalty: 3293.228516
	Iteration 10Q: 3 clusters Score -1518588 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1518912.000000 Penalty: 3293.228516
	Iteration 11Q: 3 clusters Score -1518912 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1519326.250000 Penalty: 3293.228516
	Iteration 12Q: 3 clusters Score -1519326 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1519841.000000 Penalty: 3293.228516
	Iteration 13Q: 3 clusters Score -1519841 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1520400.750000 Penalty: 3293.228516
	Iteration 14Q: 3 clusters Score -1520401 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1520852.500000 Penalty: 3293.228516
	Iteration 15Q: 3 clusters Score -1520852 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1521124.625000 Penalty: 3293.228516
	Iteration 16Q: 3 clusters Score -1521125 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1521246.250000 Penalty: 3293.228516
	Iteration 17Q: 3 clusters Score -1521246 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1521309.875000 Penalty: 3293.228516
	Iteration 18Q: 3 clusters Score -1521310 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1521344.875000 Penalty: 3293.228516
	Iteration 19Q: 3 clusters Score -1521345 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1521366.750000 Penalty: 3293.228516
	Iteration 20F: 3 clusters Score -1521367 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1521384.375000 Penalty: 3293.228516
	Iteration 21Q: 3 clusters Score -1521384 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1521408.625000 Penalty: 3293.228516
	Iteration 22Q: 3 clusters Score -1521409 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1521414.750000 Penalty: 3293.228516
	Iteration 23Q: 3 clusters Score -1521415 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1521437.750000 Penalty: 3293.228516
	Iteration 24Q: 3 clusters Score -1521438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1521451.000000 Penalty: 3293.228516
	Iteration 25Q: 3 clusters Score -1521451 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1521479.750000 Penalty: 3293.228516
	Iteration 26Q: 3 clusters Score -1521480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1521494.750000 Penalty: 3293.228516
	Iteration 27Q: 3 clusters Score -1521495 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1521502.500000 Penalty: 3293.228516
	Iteration 28Q: 3 clusters Score -1521502 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1521524.125000 Penalty: 3293.228516
	Iteration 29Q: 3 clusters Score -1521524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1521531.000000 Penalty: 3293.228516
	Iteration 30Q: 3 clusters Score -1521531 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1521543.250000 Penalty: 3293.228516
	Iteration 31Q: 3 clusters Score -1521543 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1521558.000000 Penalty: 3293.228516
	Iteration 32Q: 3 clusters Score -1521558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1521563.625000 Penalty: 3293.228516
	Iteration 33Q: 3 clusters Score -1521564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1521574.375000 Penalty: 3293.228516
	Iteration 34Q: 3 clusters Score -1521574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1521580.625000 Penalty: 3293.228516
	Iteration 35Q: 3 clusters Score -1521581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1521596.250000 Penalty: 3293.228516
	Iteration 36Q: 3 clusters Score -1521596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1521608.000000 Penalty: 3293.228516
	Iteration 37Q: 3 clusters Score -1521608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1521618.750000 Penalty: 3293.228516
	Iteration 38Q: 3 clusters Score -1521619 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1521628.750000 Penalty: 3293.228516
	Iteration 39Q: 3 clusters Score -1521629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1521644.125000 Penalty: 3293.228516
	Iteration 40F: 3 clusters Score -1521644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1521659.250000 Penalty: 3293.228516
	Iteration 41Q: 3 clusters Score -1521659 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1521675.000000 Penalty: 3293.228516
	Iteration 42Q: 3 clusters Score -1521675 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1521686.250000 Penalty: 3293.228516
	Iteration 43Q: 3 clusters Score -1521686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1521703.625000 Penalty: 3293.228516
	Iteration 44Q: 3 clusters Score -1521704 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1521730.875000 Penalty: 3293.228516
	Iteration 45Q: 3 clusters Score -1521731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1521757.125000 Penalty: 3293.228516
	Iteration 46Q: 3 clusters Score -1521757 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1521795.375000 Penalty: 3293.228516
	Iteration 47Q: 3 clusters Score -1521795 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1521828.625000 Penalty: 3293.228516
	Iteration 48Q: 3 clusters Score -1521829 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1521874.625000 Penalty: 3293.228516
	Iteration 49Q: 3 clusters Score -1521875 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1521927.250000 Penalty: 3293.228516
	Iteration 50Q: 3 clusters Score -1521927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1521978.750000 Penalty: 3293.228516
	Iteration 51Q: 3 clusters Score -1521979 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1522035.625000 Penalty: 3293.228516
	Iteration 52Q: 3 clusters Score -1522036 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1522092.750000 Penalty: 3293.228516
	Iteration 53Q: 3 clusters Score -1522093 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1522162.250000 Penalty: 3293.228516
	Iteration 54Q: 3 clusters Score -1522162 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1522250.875000 Penalty: 3293.228516
	Iteration 55Q: 3 clusters Score -1522251 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1522349.125000 Penalty: 3293.228516
	Iteration 56Q: 3 clusters Score -1522349 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1522449.875000 Penalty: 3293.228516
	Iteration 57Q: 3 clusters Score -1522450 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1522551.750000 Penalty: 3293.228516
	Iteration 58Q: 3 clusters Score -1522552 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1522661.125000 Penalty: 3293.228516
	Iteration 59Q: 3 clusters Score -1522661 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1522770.875000 Penalty: 3293.228516
	Iteration 60F: 3 clusters Score -1522771 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1522882.250000 Penalty: 3293.228516
	Iteration 61Q: 3 clusters Score -1522882 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1523013.500000 Penalty: 3293.228516
	Iteration 62Q: 3 clusters Score -1523014 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1523160.625000 Penalty: 3293.228516
	Iteration 63Q: 3 clusters Score -1523161 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1523327.875000 Penalty: 3293.228516
	Iteration 64Q: 3 clusters Score -1523328 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1523550.750000 Penalty: 3293.228516
	Iteration 65Q: 3 clusters Score -1523551 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1523771.250000 Penalty: 3293.228516
	Iteration 66Q: 3 clusters Score -1523771 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1523993.125000 Penalty: 3293.228516
	Iteration 67Q: 3 clusters Score -1523993 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1524195.375000 Penalty: 3293.228516
	Iteration 68Q: 3 clusters Score -1524195 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1524357.500000 Penalty: 3293.228516
	Iteration 69Q: 3 clusters Score -1524358 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1524495.000000 Penalty: 3293.228516
	Iteration 70Q: 3 clusters Score -1524495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1524629.000000 Penalty: 3293.228516
	Iteration 71Q: 3 clusters Score -1524629 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1524714.250000 Penalty: 3293.228516
	Iteration 72Q: 3 clusters Score -1524714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1524762.500000 Penalty: 3293.228516
	Iteration 73Q: 3 clusters Score -1524762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1524798.000000 Penalty: 3293.228516
	Iteration 74Q: 3 clusters Score -1524798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1524825.125000 Penalty: 3293.228516
	Iteration 75Q: 3 clusters Score -1524825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1524869.500000 Penalty: 3293.228516
	Iteration 76Q: 3 clusters Score -1524870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1524893.250000 Penalty: 3293.228516
	Iteration 77Q: 3 clusters Score -1524893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1524912.125000 Penalty: 3293.228516
	Iteration 78Q: 3 clusters Score -1524912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1524929.625000 Penalty: 3293.228516
	Iteration 79Q: 3 clusters Score -1524930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1524945.500000 Penalty: 3293.228516
	Iteration 80F: 3 clusters Score -1524946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1524968.125000 Penalty: 3293.228516
	Iteration 81Q: 3 clusters Score -1524968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1524979.125000 Penalty: 3293.228516
	Iteration 82Q: 3 clusters Score -1524979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1524989.750000 Penalty: 3293.228516
	Iteration 83Q: 3 clusters Score -1524990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1524996.000000 Penalty: 3293.228516
	Iteration 84Q: 3 clusters Score -1524996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1525000.750000 Penalty: 3293.228516
	Iteration 85Q: 3 clusters Score -1525001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1525003.375000 Penalty: 3293.228516
	Iteration 86Q: 3 clusters Score -1525003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1525005.875000 Penalty: 3293.228516
	Iteration 87Q: 3 clusters Score -1525006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1525007.625000 Penalty: 3293.228516
	Iteration 88Q: 3 clusters Score -1525008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1525012.000000 Penalty: 3293.228516
	Iteration 89Q: 3 clusters Score -1525012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1525014.625000 Penalty: 3293.228516
	Iteration 90Q: 3 clusters Score -1525015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1525013.250000 Penalty: 3293.228516
	Iteration 91Q: 3 clusters Score -1525013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1525017.250000 Penalty: 3293.228516
	Iteration 92Q: 3 clusters Score -1525017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1525018.375000 Penalty: 3293.228516
	Iteration 93Q: 3 clusters Score -1525018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1525025.250000 Penalty: 3293.228516
	Iteration 94Q: 3 clusters Score -1525025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1525026.125000 Penalty: 3293.228516
	Iteration 95Q: 3 clusters Score -1525026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1525030.375000 Penalty: 3293.228516
	Iteration 96Q: 3 clusters Score -1525030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1525036.750000 Penalty: 3293.228516
	Iteration 97Q: 3 clusters Score -1525037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1525037.625000 Penalty: 3293.228516
	Iteration 98Q: 3 clusters Score -1525038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1525041.000000 Penalty: 3293.228516
	Iteration 99Q: 3 clusters Score -1525041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1525041.250000 Penalty: 3293.228516
	Iteration 100F: 3 clusters Score -1525041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1525043.500000 Penalty: 3293.228516
	Iteration 101Q: 3 clusters Score -1525044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1525041.625000 Penalty: 3293.228516
	Iteration 102Q: 3 clusters Score -1525042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1525045.250000 Penalty: 3293.228516
	Iteration 103Q: 3 clusters Score -1525045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1525042.500000 Penalty: 3293.228516
	Iteration 104Q: 3 clusters Score -1525042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1525042.500000 Penalty: 3293.228516
	Iteration 105F: 3 clusters Score -1525042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (21024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Entering Unmasked Estep 
Score: -1282553.250000 Penalty: 1617.430664
	Iteration 0F: 2 clusters Score -1282553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1268194.000000 Penalty: 3234.861328
	Iteration 0F: 3 clusters Score -1268194 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1273600.750000 Penalty: 3234.861328
	Iteration 1F: 3 clusters Score -1273601 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1273984.250000 Penalty: 3234.861328
	Iteration 2Q: 3 clusters Score -1273984 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1274402.625000 Penalty: 3234.861328
	Iteration 3Q: 3 clusters Score -1274403 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1274920.875000 Penalty: 3234.861328
	Iteration 4Q: 3 clusters Score -1274921 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1275614.625000 Penalty: 3234.861328
	Iteration 5F: 3 clusters Score -1275615 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1276578.000000 Penalty: 3234.861328
	Iteration 6F: 3 clusters Score -1276578 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1277755.750000 Penalty: 3234.861328
	Iteration 7F: 3 clusters Score -1277756 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1279087.875000 Penalty: 3234.861328
	Iteration 8F: 3 clusters Score -1279088 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1280103.875000 Penalty: 3234.861328
	Iteration 9Q: 3 clusters Score -1280104 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1280680.125000 Penalty: 3234.861328
	Iteration 10Q: 3 clusters Score -1280680 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1281058.500000 Penalty: 3234.861328
	Iteration 11Q: 3 clusters Score -1281058 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1281346.750000 Penalty: 3234.861328
	Iteration 12Q: 3 clusters Score -1281347 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1281506.500000 Penalty: 3234.861328
	Iteration 13Q: 3 clusters Score -1281506 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1281585.500000 Penalty: 3234.861328
	Iteration 14Q: 3 clusters Score -1281586 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1281631.000000 Penalty: 3234.861328
	Iteration 15Q: 3 clusters Score -1281631 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1281650.875000 Penalty: 3234.861328
	Iteration 16Q: 3 clusters Score -1281651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1281664.750000 Penalty: 3234.861328
	Iteration 17Q: 3 clusters Score -1281665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1281676.375000 Penalty: 3234.861328
	Iteration 18Q: 3 clusters Score -1281676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1281680.625000 Penalty: 3234.861328
	Iteration 19Q: 3 clusters Score -1281681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1281689.875000 Penalty: 3234.861328
	Iteration 20F: 3 clusters Score -1281690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1281695.125000 Penalty: 3234.861328
	Iteration 21Q: 3 clusters Score -1281695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1281696.125000 Penalty: 3234.861328
	Iteration 22Q: 3 clusters Score -1281696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1281704.750000 Penalty: 3234.861328
	Iteration 23Q: 3 clusters Score -1281705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1281709.500000 Penalty: 3234.861328
	Iteration 24Q: 3 clusters Score -1281710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1281712.625000 Penalty: 3234.861328
	Iteration 25Q: 3 clusters Score -1281713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1281717.000000 Penalty: 3234.861328
	Iteration 26Q: 3 clusters Score -1281717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1281714.125000 Penalty: 3234.861328
	Iteration 27Q: 3 clusters Score -1281714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1281713.250000 Penalty: 3234.861328
	Iteration 28Q: 3 clusters Score -1281713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1281714.500000 Penalty: 3234.861328
	Iteration 29Q: 3 clusters Score -1281714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1281716.625000 Penalty: 3234.861328
	Iteration 30Q: 3 clusters Score -1281717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1281719.750000 Penalty: 3234.861328
	Iteration 31Q: 3 clusters Score -1281720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1281718.000000 Penalty: 3234.861328
	Iteration 32Q: 3 clusters Score -1281718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1281718.375000 Penalty: 3234.861328
	Iteration 33Q: 3 clusters Score -1281718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1281718.125000 Penalty: 3234.861328
	Iteration 34Q: 3 clusters Score -1281718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1281717.500000 Penalty: 3234.861328
	Iteration 35Q: 3 clusters Score -1281718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1281719.250000 Penalty: 3234.861328
	Iteration 36Q: 3 clusters Score -1281719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1281720.375000 Penalty: 3234.861328
	Iteration 37Q: 3 clusters Score -1281720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1281720.500000 Penalty: 3234.861328
	Iteration 38Q: 3 clusters Score -1281720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1281723.625000 Penalty: 3234.861328
	Iteration 39Q: 3 clusters Score -1281724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1281724.125000 Penalty: 3234.861328
	Iteration 40F: 3 clusters Score -1281724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1281729.750000 Penalty: 3234.861328
	Iteration 41Q: 3 clusters Score -1281730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1281732.125000 Penalty: 3234.861328
	Iteration 42Q: 3 clusters Score -1281732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1281729.625000 Penalty: 3234.861328
	Iteration 43Q: 3 clusters Score -1281730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1281730.500000 Penalty: 3234.861328
	Iteration 44Q: 3 clusters Score -1281730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1281730.500000 Penalty: 3234.861328
	Iteration 45F: 3 clusters Score -1281730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -302353.812500 Penalty: 1396.369385
	Iteration 0F: 2 clusters Score -302353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -298096.406250 Penalty: 2792.738770
	Iteration 0F: 3 clusters Score -298096.4 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -299543.250000 Penalty: 2792.738770
	Iteration 1F: 3 clusters Score -299543.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -299940.968750 Penalty: 2792.738770
	Iteration 2F: 3 clusters Score -299941 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300255.062500 Penalty: 2792.738770
	Iteration 3F: 3 clusters Score -300255.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -300565.343750 Penalty: 2792.738770
	Iteration 4F: 3 clusters Score -300565.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -300804.843750 Penalty: 2792.738770
	Iteration 5F: 3 clusters Score -300804.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -300954.968750 Penalty: 2792.738770
	Iteration 6Q: 3 clusters Score -300955 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -301083.562500 Penalty: 2792.738770
	Iteration 7Q: 3 clusters Score -301083.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -301173.281250 Penalty: 2792.738770
	Iteration 8Q: 3 clusters Score -301173.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -301248.687500 Penalty: 2792.738770
	Iteration 9Q: 3 clusters Score -301248.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -301312.093750 Penalty: 2792.738770
	Iteration 10Q: 3 clusters Score -301312.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -301365.781250 Penalty: 2792.738770
	Iteration 11Q: 3 clusters Score -301365.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301426.812500 Penalty: 2792.738770
	Iteration 12Q: 3 clusters Score -301426.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -301474.406250 Penalty: 2792.738770
	Iteration 13Q: 3 clusters Score -301474.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -301550.093750 Penalty: 2792.738770
	Iteration 14Q: 3 clusters Score -301550.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -301705.281250 Penalty: 2792.738770
	Iteration 15Q: 3 clusters Score -301705.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -301948.687500 Penalty: 2792.738770
	Iteration 16Q: 3 clusters Score -301948.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -302202.281250 Penalty: 2792.738770
	Iteration 17Q: 3 clusters Score -302202.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -302402.156250 Penalty: 2792.738770
	Iteration 18Q: 3 clusters Score -302402.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -302539.062500 Penalty: 2792.738770
	Iteration 19Q: 3 clusters Score -302539.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -302613.562500 Penalty: 2792.738770
	Iteration 20F: 3 clusters Score -302613.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -302652.531250 Penalty: 2792.738770
	Iteration 21Q: 3 clusters Score -302652.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -302668.656250 Penalty: 2792.738770
	Iteration 22Q: 3 clusters Score -302668.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -302676.093750 Penalty: 2792.738770
	Iteration 23Q: 3 clusters Score -302676.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -302681.625000 Penalty: 2792.738770
	Iteration 24Q: 3 clusters Score -302681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -302686.843750 Penalty: 2792.738770
	Iteration 25Q: 3 clusters Score -302686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -302689.968750 Penalty: 2792.738770
	Iteration 26Q: 3 clusters Score -302690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -302694.875000 Penalty: 2792.738770
	Iteration 27Q: 3 clusters Score -302694.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -302695.437500 Penalty: 2792.738770
	Iteration 28Q: 3 clusters Score -302695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -302696.343750 Penalty: 2792.738770
	Iteration 29Q: 3 clusters Score -302696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -302698.250000 Penalty: 2792.738770
	Iteration 30Q: 3 clusters Score -302698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -302701.187500 Penalty: 2792.738770
	Iteration 31Q: 3 clusters Score -302701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -302702.093750 Penalty: 2792.738770
	Iteration 32Q: 3 clusters Score -302702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -302701.687500 Penalty: 2792.738770
	Iteration 33Q: 3 clusters Score -302701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -302701.750000 Penalty: 2792.738770
	Iteration 34Q: 3 clusters Score -302701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -302702.375000 Penalty: 2792.738770
	Iteration 35Q: 3 clusters Score -302702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -302702.375000 Penalty: 2792.738770
	Iteration 36F: 3 clusters Score -302702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3093 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 116157 members 
Mstep: Class 38 contains 2660 members 
Mstep: Class 39 contains 1741 members 
Mstep: Class 40 contains 1730 members 
Mstep: Class 41 contains 940 members 
Mstep: Class 42 contains 1792 members 
Entering Unmasked Estep 
Score: -30907846.000000 Penalty: 90205.625000
Splitting cluster 35 changes total score from -30907650.000000 to -30907846.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 36 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -133806.000000 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -133806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -131434.625000 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -131434.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -132146.296875 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -132146.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -132481.312500 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -132481.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -132703.609375 Penalty: 2533.718994
	Iteration 3F: 3 clusters Score -132703.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -132891.609375 Penalty: 2533.718994
	Iteration 4F: 3 clusters Score -132891.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -133069.046875 Penalty: 2533.718994
	Iteration 5F: 3 clusters Score -133069 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -133225.062500 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -133225.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -133384.140625 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -133384.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -133545.187500 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -133545.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -133674.250000 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -133674.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -133876.468750 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -133876.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -134163.234375 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -134163.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -134372.281250 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -134372.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -134438.953125 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -134439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -134463.031250 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -134463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -134480.562500 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -134480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -134487.703125 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -134487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -134491.843750 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -134491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -134493.734375 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -134493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -134495.796875 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -134495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -134496.937500 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -134496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -134497.250000 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -134497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -134497.250000 Penalty: 2533.718994
	Iteration 22F: 3 clusters Score -134497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3093 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 788 members 
Mstep: Class 37 contains 116157 members 
Mstep: Class 38 contains 2660 members 
Mstep: Class 39 contains 1741 members 
Mstep: Class 40 contains 1730 members 
Mstep: Class 41 contains 940 members 
Mstep: Class 42 contains 1792 members 
Mstep: Class 43 contains 1643 members 
Entering Unmasked Estep 
Score: -30907660.000000 Penalty: 92353.375000
Splitting cluster 36 changes total score from -30907650.000000 to -30907660.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 53488 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8855 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3093 members 
Mstep: Class 28 contains 10418 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 25160 members 
Mstep: Class 34 contains 21024 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30909934.000000 Penalty: 92353.375000
Iteration 79Q: 44 clusters Score -3.090993e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 53783 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 3158 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 11165 members 
Mstep: Class 13 contains 80969 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 7295 members 
Mstep: Class 16 contains 592 members 
Mstep: Class 17 contains 16427 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 11081 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 6352 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 8692 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 3246 members 
Mstep: Class 28 contains 10447 members 
Mstep: Class 29 contains 77308 members 
Mstep: Class 30 contains 19826 members 
Mstep: Class 31 contains 5658 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 25309 members 
Mstep: Class 34 contains 21134 members 
Mstep: Class 35 contains 3618 members 
Mstep: Class 36 contains 837 members 
Mstep: Class 37 contains 114638 members 
Mstep: Class 38 contains 2641 members 
Mstep: Class 39 contains 1738 members 
Mstep: Class 40 contains 1661 members 
Mstep: Class 41 contains 844 members 
Mstep: Class 42 contains 1762 members 
Mstep: Class 43 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30911802.000000 Penalty: 92353.375000
Iteration 80F: 44 clusters Score -3.09118e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 53896 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 8373 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 3168 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 11400 members 
Mstep: Class 13 contains 80962 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7279 members 
Mstep: Class 16 contains 597 members 
Mstep: Class 17 contains 16365 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 11103 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 6279 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 8512 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 3344 members 
Mstep: Class 28 contains 10268 members 
Mstep: Class 29 contains 77285 members 
Mstep: Class 30 contains 19901 members 
Mstep: Class 31 contains 5592 members 
Mstep: Class 32 contains 2439 members 
Mstep: Class 33 contains 25286 members 
Mstep: Class 34 contains 20980 members 
Mstep: Class 35 contains 3647 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 114543 members 
Mstep: Class 38 contains 2813 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 1712 members 
Mstep: Class 41 contains 881 members 
Mstep: Class 42 contains 1843 members 
Mstep: Class 43 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30912764.000000 Penalty: 92353.375000
Iteration 81Q: 44 clusters Score -3.091276e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 53980 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 11635 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 11097 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 6238 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8385 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 1587 members 
Mstep: Class 27 contains 3416 members 
Mstep: Class 28 contains 10116 members 
Mstep: Class 29 contains 77281 members 
Mstep: Class 30 contains 19944 members 
Mstep: Class 31 contains 5560 members 
Mstep: Class 32 contains 2444 members 
Mstep: Class 33 contains 25284 members 
Mstep: Class 34 contains 20862 members 
Mstep: Class 35 contains 3669 members 
Mstep: Class 36 contains 925 members 
Mstep: Class 37 contains 114404 members 
Mstep: Class 38 contains 2923 members 
Mstep: Class 39 contains 1822 members 
Mstep: Class 40 contains 1742 members 
Mstep: Class 41 contains 937 members 
Mstep: Class 42 contains 1888 members 
Mstep: Class 43 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913182.000000 Penalty: 92353.375000
Iteration 82Q: 44 clusters Score -3.091318e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 54044 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 10517 members 
Mstep: Class 12 contains 11873 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 7225 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 16329 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 11069 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8280 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 3488 members 
Mstep: Class 28 contains 9987 members 
Mstep: Class 29 contains 77271 members 
Mstep: Class 30 contains 19969 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 2448 members 
Mstep: Class 33 contains 25288 members 
Mstep: Class 34 contains 20769 members 
Mstep: Class 35 contains 3689 members 
Mstep: Class 36 contains 957 members 
Mstep: Class 37 contains 114255 members 
Mstep: Class 38 contains 3015 members 
Mstep: Class 39 contains 1837 members 
Mstep: Class 40 contains 1766 members 
Mstep: Class 41 contains 1002 members 
Mstep: Class 42 contains 1921 members 
Mstep: Class 43 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913656.000000 Penalty: 92353.375000
Iteration 83Q: 44 clusters Score -3.091366e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 54112 members 
Mstep: Class 4 contains 5443 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 12091 members 
Mstep: Class 13 contains 80969 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 7182 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 16308 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 11028 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 6174 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8159 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 1575 members 
Mstep: Class 27 contains 3542 members 
Mstep: Class 28 contains 9894 members 
Mstep: Class 29 contains 77264 members 
Mstep: Class 30 contains 19988 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 25317 members 
Mstep: Class 34 contains 20688 members 
Mstep: Class 35 contains 3706 members 
Mstep: Class 36 contains 1000 members 
Mstep: Class 37 contains 114103 members 
Mstep: Class 38 contains 3089 members 
Mstep: Class 39 contains 1846 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 1068 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30913834.000000 Penalty: 92353.375000
Iteration 84Q: 44 clusters Score -3.091383e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 54168 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 8068 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 1806 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 12272 members 
Mstep: Class 13 contains 80975 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 16310 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 6156 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8083 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 1569 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 9797 members 
Mstep: Class 29 contains 77260 members 
Mstep: Class 30 contains 19985 members 
Mstep: Class 31 contains 5503 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 25357 members 
Mstep: Class 34 contains 20631 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1031 members 
Mstep: Class 37 contains 113958 members 
Mstep: Class 38 contains 3138 members 
Mstep: Class 39 contains 1850 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1957 members 
Mstep: Class 43 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914314.000000 Penalty: 92353.375000
Iteration 85Q: 44 clusters Score -3.091431e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 54225 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 8015 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 1806 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 80976 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 10984 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 6134 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 8018 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 1566 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 9716 members 
Mstep: Class 29 contains 77258 members 
Mstep: Class 30 contains 19976 members 
Mstep: Class 31 contains 5497 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 25384 members 
Mstep: Class 34 contains 20592 members 
Mstep: Class 35 contains 3725 members 
Mstep: Class 36 contains 1054 members 
Mstep: Class 37 contains 113795 members 
Mstep: Class 38 contains 3179 members 
Mstep: Class 39 contains 1856 members 
Mstep: Class 40 contains 1841 members 
Mstep: Class 41 contains 1167 members 
Mstep: Class 42 contains 1976 members 
Mstep: Class 43 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914588.000000 Penalty: 92353.375000
Iteration 86Q: 44 clusters Score -3.091459e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4664 members 
Mstep: Class 3 contains 54267 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 1805 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 12653 members 
Mstep: Class 13 contains 80979 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 10965 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6119 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7959 members 
Mstep: Class 25 contains 2670 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 3678 members 
Mstep: Class 28 contains 9644 members 
Mstep: Class 29 contains 77254 members 
Mstep: Class 30 contains 19994 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 25420 members 
Mstep: Class 34 contains 20557 members 
Mstep: Class 35 contains 3727 members 
Mstep: Class 36 contains 1069 members 
Mstep: Class 37 contains 113610 members 
Mstep: Class 38 contains 3215 members 
Mstep: Class 39 contains 1859 members 
Mstep: Class 40 contains 1891 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 1991 members 
Mstep: Class 43 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30914764.000000 Penalty: 92353.375000
Iteration 87Q: 44 clusters Score -3.091476e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 54311 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 1804 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 12886 members 
Mstep: Class 13 contains 80987 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 16 contains 639 members 
Mstep: Class 17 contains 16277 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 10968 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6113 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7911 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 3704 members 
Mstep: Class 28 contains 9581 members 
Mstep: Class 29 contains 77260 members 
Mstep: Class 30 contains 19992 members 
Mstep: Class 31 contains 5474 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 25442 members 
Mstep: Class 34 contains 20530 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1079 members 
Mstep: Class 37 contains 113408 members 
Mstep: Class 38 contains 3241 members 
Mstep: Class 39 contains 1863 members 
Mstep: Class 40 contains 1938 members 
Mstep: Class 41 contains 1226 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915026.000000 Penalty: 92353.375000
Iteration 88Q: 44 clusters Score -3.091503e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 54338 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 7870 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 1803 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 13114 members 
Mstep: Class 13 contains 80983 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 7049 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 16266 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 10962 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6113 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7870 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 1563 members 
Mstep: Class 27 contains 3735 members 
Mstep: Class 28 contains 9532 members 
Mstep: Class 29 contains 77262 members 
Mstep: Class 30 contains 19990 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 25476 members 
Mstep: Class 34 contains 20503 members 
Mstep: Class 35 contains 3732 members 
Mstep: Class 36 contains 1088 members 
Mstep: Class 37 contains 113197 members 
Mstep: Class 38 contains 3259 members 
Mstep: Class 39 contains 1864 members 
Mstep: Class 40 contains 1986 members 
Mstep: Class 41 contains 1250 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915284.000000 Penalty: 92353.375000
Iteration 89Q: 44 clusters Score -3.091528e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 54367 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7830 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 1802 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 80984 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 7032 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 10959 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6109 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7838 members 
Mstep: Class 25 contains 2583 members 
Mstep: Class 26 contains 1560 members 
Mstep: Class 27 contains 3765 members 
Mstep: Class 28 contains 9480 members 
Mstep: Class 29 contains 77268 members 
Mstep: Class 30 contains 19989 members 
Mstep: Class 31 contains 5464 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 25489 members 
Mstep: Class 34 contains 20489 members 
Mstep: Class 35 contains 3736 members 
Mstep: Class 36 contains 1093 members 
Mstep: Class 37 contains 113000 members 
Mstep: Class 38 contains 3268 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2028 members 
Mstep: Class 41 contains 1266 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915388.000000 Penalty: 92353.375000
Iteration 90Q: 44 clusters Score -3.091539e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 54385 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 2298 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 80982 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 16249 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 10954 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7813 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 3790 members 
Mstep: Class 28 contains 9437 members 
Mstep: Class 29 contains 77270 members 
Mstep: Class 30 contains 19990 members 
Mstep: Class 31 contains 5456 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 25502 members 
Mstep: Class 34 contains 20480 members 
Mstep: Class 35 contains 3742 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 112799 members 
Mstep: Class 38 contains 3283 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2061 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915442.000000 Penalty: 92353.375000
Iteration 91Q: 44 clusters Score -3.091544e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 54409 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 3253 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 13781 members 
Mstep: Class 13 contains 80980 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 6991 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16240 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 10957 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7795 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 3808 members 
Mstep: Class 28 contains 9405 members 
Mstep: Class 29 contains 77272 members 
Mstep: Class 30 contains 19993 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 25521 members 
Mstep: Class 34 contains 20481 members 
Mstep: Class 35 contains 3750 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 112604 members 
Mstep: Class 38 contains 3289 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2086 members 
Mstep: Class 41 contains 1282 members 
Mstep: Class 42 contains 2000 members 
Mstep: Class 43 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915448.000000 Penalty: 92353.375000
Iteration 92Q: 44 clusters Score -3.091545e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 54429 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7722 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 13970 members 
Mstep: Class 13 contains 80977 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 6971 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10961 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7778 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 9365 members 
Mstep: Class 29 contains 77274 members 
Mstep: Class 30 contains 20000 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 2492 members 
Mstep: Class 33 contains 25534 members 
Mstep: Class 34 contains 20472 members 
Mstep: Class 35 contains 3754 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 112445 members 
Mstep: Class 38 contains 3293 members 
Mstep: Class 39 contains 1865 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 2001 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915572.000000 Penalty: 92353.375000
Iteration 93Q: 44 clusters Score -3.091557e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 54458 members 
Mstep: Class 4 contains 5453 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 14173 members 
Mstep: Class 13 contains 80975 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 6954 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10961 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6089 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7760 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 9324 members 
Mstep: Class 29 contains 77279 members 
Mstep: Class 30 contains 20000 members 
Mstep: Class 31 contains 5429 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25558 members 
Mstep: Class 34 contains 20473 members 
Mstep: Class 35 contains 3757 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 112236 members 
Mstep: Class 38 contains 3297 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2148 members 
Mstep: Class 41 contains 1299 members 
Mstep: Class 42 contains 2003 members 
Mstep: Class 43 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915550.000000 Penalty: 92353.375000
Iteration 94Q: 44 clusters Score -3.091555e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 54476 members 
Mstep: Class 4 contains 5461 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7664 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 14371 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 6928 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16240 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10970 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3875 members 
Mstep: Class 28 contains 9287 members 
Mstep: Class 29 contains 77284 members 
Mstep: Class 30 contains 20003 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25575 members 
Mstep: Class 34 contains 20478 members 
Mstep: Class 35 contains 3762 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 112040 members 
Mstep: Class 38 contains 3299 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2163 members 
Mstep: Class 41 contains 1300 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915668.000000 Penalty: 92353.375000
Iteration 95Q: 44 clusters Score -3.091567e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 54505 members 
Mstep: Class 4 contains 5458 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 80973 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16241 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6080 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7701 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3897 members 
Mstep: Class 28 contains 9244 members 
Mstep: Class 29 contains 77283 members 
Mstep: Class 30 contains 20008 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25590 members 
Mstep: Class 34 contains 20480 members 
Mstep: Class 35 contains 3767 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 111853 members 
Mstep: Class 38 contains 3303 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 1302 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915612.000000 Penalty: 92353.375000
Iteration 96Q: 44 clusters Score -3.091561e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 54528 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 14774 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16243 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 10981 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6080 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7667 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3916 members 
Mstep: Class 28 contains 9203 members 
Mstep: Class 29 contains 77285 members 
Mstep: Class 30 contains 20014 members 
Mstep: Class 31 contains 5425 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 25613 members 
Mstep: Class 34 contains 20474 members 
Mstep: Class 35 contains 3768 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 111668 members 
Mstep: Class 38 contains 3307 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2174 members 
Mstep: Class 41 contains 1303 members 
Mstep: Class 42 contains 2005 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915600.000000 Penalty: 92353.375000
Iteration 97Q: 44 clusters Score -3.09156e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 54533 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 14988 members 
Mstep: Class 13 contains 80960 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16243 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10978 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6072 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 9172 members 
Mstep: Class 29 contains 77291 members 
Mstep: Class 30 contains 20014 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 25636 members 
Mstep: Class 34 contains 20477 members 
Mstep: Class 35 contains 3770 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 111482 members 
Mstep: Class 38 contains 3312 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 1304 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915674.000000 Penalty: 92353.375000
Iteration 98Q: 44 clusters Score -3.091567e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 54536 members 
Mstep: Class 4 contains 5467 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 15185 members 
Mstep: Class 13 contains 80956 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 6834 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16248 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10974 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6069 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7597 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3958 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 77292 members 
Mstep: Class 30 contains 20020 members 
Mstep: Class 31 contains 5425 members 
Mstep: Class 32 contains 2501 members 
Mstep: Class 33 contains 25661 members 
Mstep: Class 34 contains 20487 members 
Mstep: Class 35 contains 3771 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 111292 members 
Mstep: Class 38 contains 3317 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2175 members 
Mstep: Class 41 contains 1304 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915750.000000 Penalty: 92353.375000
Iteration 99Q: 44 clusters Score -3.091575e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 54540 members 
Mstep: Class 4 contains 5467 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7555 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 15368 members 
Mstep: Class 13 contains 80954 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16257 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7568 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 77294 members 
Mstep: Class 30 contains 20027 members 
Mstep: Class 31 contains 5423 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 25678 members 
Mstep: Class 34 contains 20504 members 
Mstep: Class 35 contains 3773 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 111101 members 
Mstep: Class 38 contains 3321 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2179 members 
Mstep: Class 41 contains 1305 members 
Mstep: Class 42 contains 2008 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915882.000000 Penalty: 92353.375000
Iteration 100F: 44 clusters Score -3.091588e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 54558 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 1798 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 15546 members 
Mstep: Class 13 contains 80946 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16261 members 
Mstep: Class 18 contains 658 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7533 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3986 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 77296 members 
Mstep: Class 30 contains 20034 members 
Mstep: Class 31 contains 5421 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25695 members 
Mstep: Class 34 contains 20518 members 
Mstep: Class 35 contains 3774 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 110899 members 
Mstep: Class 38 contains 3334 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 2181 members 
Mstep: Class 41 contains 1330 members 
Mstep: Class 42 contains 2009 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915900.000000 Penalty: 92353.375000
Iteration 101Q: 44 clusters Score -3.09159e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 54565 members 
Mstep: Class 4 contains 5471 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 1798 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 15727 members 
Mstep: Class 13 contains 80943 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16268 members 
Mstep: Class 18 contains 664 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 10930 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7493 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3991 members 
Mstep: Class 28 contains 9061 members 
Mstep: Class 29 contains 77301 members 
Mstep: Class 30 contains 20040 members 
Mstep: Class 31 contains 5420 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 25713 members 
Mstep: Class 34 contains 20527 members 
Mstep: Class 35 contains 3775 members 
Mstep: Class 36 contains 1148 members 
Mstep: Class 37 contains 110708 members 
Mstep: Class 38 contains 3343 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2181 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 2012 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916048.000000 Penalty: 92353.375000
Iteration 102Q: 44 clusters Score -3.091605e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 54577 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 1798 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 15910 members 
Mstep: Class 13 contains 80942 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16279 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 9034 members 
Mstep: Class 29 contains 77303 members 
Mstep: Class 30 contains 20037 members 
Mstep: Class 31 contains 5416 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 25732 members 
Mstep: Class 34 contains 20534 members 
Mstep: Class 35 contains 3777 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 110515 members 
Mstep: Class 38 contains 3350 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2180 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 2014 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30915990.000000 Penalty: 92353.375000
Iteration 103Q: 44 clusters Score -3.091599e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 54578 members 
Mstep: Class 4 contains 5470 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7489 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 13 contains 80945 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16285 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 10884 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7433 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4002 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 77306 members 
Mstep: Class 30 contains 20034 members 
Mstep: Class 31 contains 5414 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25750 members 
Mstep: Class 34 contains 20548 members 
Mstep: Class 35 contains 3777 members 
Mstep: Class 36 contains 1173 members 
Mstep: Class 37 contains 110312 members 
Mstep: Class 38 contains 3356 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2179 members 
Mstep: Class 41 contains 1427 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916058.000000 Penalty: 92353.375000
Iteration 104Q: 44 clusters Score -3.091606e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4850 members 
Mstep: Class 3 contains 54586 members 
Mstep: Class 4 contains 5474 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 1798 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 16319 members 
Mstep: Class 13 contains 80942 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16292 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6062 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7415 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4006 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 77313 members 
Mstep: Class 30 contains 20041 members 
Mstep: Class 31 contains 5414 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 25778 members 
Mstep: Class 34 contains 20562 members 
Mstep: Class 35 contains 3778 members 
Mstep: Class 36 contains 1178 members 
Mstep: Class 37 contains 110099 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2180 members 
Mstep: Class 41 contains 1444 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916082.000000 Penalty: 92353.375000
Iteration 105Q: 44 clusters Score -3.091608e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4859 members 
Mstep: Class 3 contains 54613 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 16511 members 
Mstep: Class 13 contains 80942 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16294 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 10866 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6061 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7396 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4015 members 
Mstep: Class 28 contains 8922 members 
Mstep: Class 29 contains 77321 members 
Mstep: Class 30 contains 20049 members 
Mstep: Class 31 contains 5411 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 25805 members 
Mstep: Class 34 contains 20576 members 
Mstep: Class 35 contains 3779 members 
Mstep: Class 36 contains 1182 members 
Mstep: Class 37 contains 109874 members 
Mstep: Class 38 contains 3361 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1464 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916138.000000 Penalty: 92353.375000
Iteration 106Q: 44 clusters Score -3.091614e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 54632 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7433 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16302 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10854 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7379 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 77328 members 
Mstep: Class 30 contains 20047 members 
Mstep: Class 31 contains 5410 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 25829 members 
Mstep: Class 34 contains 20603 members 
Mstep: Class 35 contains 3779 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 109658 members 
Mstep: Class 38 contains 3365 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916150.000000 Penalty: 92353.375000
Iteration 107Q: 44 clusters Score -3.091615e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 54643 members 
Mstep: Class 4 contains 5480 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 80943 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10845 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7369 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4030 members 
Mstep: Class 28 contains 8844 members 
Mstep: Class 29 contains 77327 members 
Mstep: Class 30 contains 20042 members 
Mstep: Class 31 contains 5409 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25856 members 
Mstep: Class 34 contains 20625 members 
Mstep: Class 35 contains 3780 members 
Mstep: Class 36 contains 1185 members 
Mstep: Class 37 contains 109450 members 
Mstep: Class 38 contains 3366 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1491 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916272.000000 Penalty: 92353.375000
Iteration 108Q: 44 clusters Score -3.091627e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 54649 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7410 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 17124 members 
Mstep: Class 13 contains 80942 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 6682 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10845 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7354 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4034 members 
Mstep: Class 28 contains 8802 members 
Mstep: Class 29 contains 77324 members 
Mstep: Class 30 contains 20043 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 25886 members 
Mstep: Class 34 contains 20655 members 
Mstep: Class 35 contains 3780 members 
Mstep: Class 36 contains 1186 members 
Mstep: Class 37 contains 109214 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1509 members 
Mstep: Class 42 contains 2014 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916348.000000 Penalty: 92353.375000
Iteration 109Q: 44 clusters Score -3.091635e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 54650 members 
Mstep: Class 4 contains 5489 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 1835 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 1793 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 17319 members 
Mstep: Class 13 contains 80947 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 6672 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16298 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7343 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4038 members 
Mstep: Class 28 contains 8741 members 
Mstep: Class 29 contains 77328 members 
Mstep: Class 30 contains 20050 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 25916 members 
Mstep: Class 34 contains 20693 members 
Mstep: Class 35 contains 3781 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 109023 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1520 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916368.000000 Penalty: 92353.375000
Iteration 110Q: 44 clusters Score -3.091637e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 54650 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 1793 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 17527 members 
Mstep: Class 13 contains 80949 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 6667 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10812 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7328 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4042 members 
Mstep: Class 28 contains 8666 members 
Mstep: Class 29 contains 77331 members 
Mstep: Class 30 contains 20064 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 25946 members 
Mstep: Class 34 contains 20735 members 
Mstep: Class 35 contains 3780 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 108831 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916350.000000 Penalty: 92353.375000
Iteration 111Q: 44 clusters Score -3.091635e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 54642 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 1793 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 17755 members 
Mstep: Class 13 contains 80946 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16305 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7313 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 8590 members 
Mstep: Class 29 contains 77334 members 
Mstep: Class 30 contains 20067 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 25975 members 
Mstep: Class 34 contains 20781 members 
Mstep: Class 35 contains 3782 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 108610 members 
Mstep: Class 38 contains 3371 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1551 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916426.000000 Penalty: 92353.375000
Iteration 112Q: 44 clusters Score -3.091643e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 54644 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7371 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 17979 members 
Mstep: Class 13 contains 80944 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 6658 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16312 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7303 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 8528 members 
Mstep: Class 29 contains 77335 members 
Mstep: Class 30 contains 20063 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26002 members 
Mstep: Class 34 contains 20829 members 
Mstep: Class 35 contains 3783 members 
Mstep: Class 36 contains 1188 members 
Mstep: Class 37 contains 108386 members 
Mstep: Class 38 contains 3371 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1569 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916476.000000 Penalty: 92353.375000
Iteration 113Q: 44 clusters Score -3.091648e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 54654 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 18217 members 
Mstep: Class 13 contains 80943 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 6660 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10766 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6047 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7286 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4055 members 
Mstep: Class 28 contains 8460 members 
Mstep: Class 29 contains 77337 members 
Mstep: Class 30 contains 20066 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26029 members 
Mstep: Class 34 contains 20875 members 
Mstep: Class 35 contains 3786 members 
Mstep: Class 36 contains 1188 members 
Mstep: Class 37 contains 108148 members 
Mstep: Class 38 contains 3370 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1586 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916488.000000 Penalty: 92353.375000
Iteration 114Q: 44 clusters Score -3.091649e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 54664 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7356 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 80940 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16316 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10762 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4060 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 77340 members 
Mstep: Class 30 contains 20074 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 26065 members 
Mstep: Class 34 contains 20927 members 
Mstep: Class 35 contains 3786 members 
Mstep: Class 36 contains 1188 members 
Mstep: Class 37 contains 107872 members 
Mstep: Class 38 contains 3373 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1600 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916444.000000 Penalty: 92353.375000
Iteration 115Q: 44 clusters Score -3.091644e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 54663 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7344 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6658 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16316 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10757 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7246 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4069 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 77344 members 
Mstep: Class 30 contains 20091 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26095 members 
Mstep: Class 34 contains 20990 members 
Mstep: Class 35 contains 3787 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 107611 members 
Mstep: Class 38 contains 3378 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1608 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916362.000000 Penalty: 92353.375000
Iteration 116Q: 44 clusters Score -3.091636e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 54680 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7331 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 18920 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6653 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10749 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7224 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4079 members 
Mstep: Class 28 contains 8265 members 
Mstep: Class 29 contains 77341 members 
Mstep: Class 30 contains 20096 members 
Mstep: Class 31 contains 5405 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26137 members 
Mstep: Class 34 contains 21063 members 
Mstep: Class 35 contains 3786 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 107333 members 
Mstep: Class 38 contains 3383 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1612 members 
Mstep: Class 42 contains 2017 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916438.000000 Penalty: 92353.375000
Iteration 117Q: 44 clusters Score -3.091644e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 54688 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7317 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 19132 members 
Mstep: Class 13 contains 80940 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6650 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16327 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10735 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4085 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 77337 members 
Mstep: Class 30 contains 20109 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 26169 members 
Mstep: Class 34 contains 21146 members 
Mstep: Class 35 contains 3785 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 107059 members 
Mstep: Class 38 contains 3386 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916448.000000 Penalty: 92353.375000
Iteration 118Q: 44 clusters Score -3.091645e+07 nChanged 526
Entering ConstructFrom: 
Score: -30916448.000000 Penalty: 92353.375000
Entering ConstructFrom: 
Trying to split cluster 1 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -228063.796875 Penalty: 1340.258301
	Iteration 0F: 2 clusters Score -228063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -224840.546875 Penalty: 2680.516602
	Iteration 0F: 3 clusters Score -224840.5 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -225697.484375 Penalty: 2680.516602
	Iteration 1F: 3 clusters Score -225697.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -225940.656250 Penalty: 2680.516602
	Iteration 2F: 3 clusters Score -225940.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -226197.125000 Penalty: 2680.516602
	Iteration 3F: 3 clusters Score -226197.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -226457.359375 Penalty: 2680.516602
	Iteration 4F: 3 clusters Score -226457.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -226781.593750 Penalty: 2680.516602
	Iteration 5F: 3 clusters Score -226781.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -227156.750000 Penalty: 2680.516602
	Iteration 6F: 3 clusters Score -227156.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -227476.078125 Penalty: 2680.516602
	Iteration 7F: 3 clusters Score -227476.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -227680.312500 Penalty: 2680.516602
	Iteration 8F: 3 clusters Score -227680.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227795.171875 Penalty: 2680.516602
	Iteration 9Q: 3 clusters Score -227795.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227852.343750 Penalty: 2680.516602
	Iteration 10Q: 3 clusters Score -227852.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227879.593750 Penalty: 2680.516602
	Iteration 11Q: 3 clusters Score -227879.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227899.890625 Penalty: 2680.516602
	Iteration 12Q: 3 clusters Score -227899.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -227915.796875 Penalty: 2680.516602
	Iteration 13Q: 3 clusters Score -227915.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -227928.250000 Penalty: 2680.516602
	Iteration 14Q: 3 clusters Score -227928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -227935.390625 Penalty: 2680.516602
	Iteration 15Q: 3 clusters Score -227935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227937.718750 Penalty: 2680.516602
	Iteration 16Q: 3 clusters Score -227937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -227938.578125 Penalty: 2680.516602
	Iteration 17Q: 3 clusters Score -227938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227938.640625 Penalty: 2680.516602
	Iteration 18Q: 3 clusters Score -227938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227939.578125 Penalty: 2680.516602
	Iteration 19Q: 3 clusters Score -227939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -227940.125000 Penalty: 2680.516602
	Iteration 20F: 3 clusters Score -227940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227940.578125 Penalty: 2680.516602
	Iteration 21Q: 3 clusters Score -227940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227941.562500 Penalty: 2680.516602
	Iteration 22Q: 3 clusters Score -227941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227942.015625 Penalty: 2680.516602
	Iteration 23Q: 3 clusters Score -227942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -227944.609375 Penalty: 2680.516602
	Iteration 24Q: 3 clusters Score -227944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227946.078125 Penalty: 2680.516602
	Iteration 25Q: 3 clusters Score -227946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227946.875000 Penalty: 2680.516602
	Iteration 26Q: 3 clusters Score -227946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227947.765625 Penalty: 2680.516602
	Iteration 27Q: 3 clusters Score -227947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227948.687500 Penalty: 2680.516602
	Iteration 28Q: 3 clusters Score -227948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227948.687500 Penalty: 2680.516602
	Iteration 29F: 3 clusters Score -227948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -257304.359375 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -257304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -253440.390625 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -253440.4 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -254550.640625 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -254550.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -254725.859375 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -254725.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -254846.281250 Penalty: 2760.592041
	Iteration 3Q: 3 clusters Score -254846.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -254945.968750 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -254946 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -255016.671875 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -255016.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -255088.093750 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -255088.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -255156.421875 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -255156.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -255202.500000 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -255202.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -255255.890625 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -255255.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -255312.031250 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -255312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -255364.609375 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -255364.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -255421.671875 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -255421.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -255474.343750 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -255474.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -255533.953125 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -255534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -255580.265625 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -255580.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -255619.984375 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -255620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -255664.750000 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -255664.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -255699.734375 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -255699.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -255726.984375 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -255727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -255749.578125 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -255749.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -255769.812500 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -255769.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -255794.093750 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -255794.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -255808.203125 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -255808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -255816.750000 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -255816.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -255824.734375 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -255824.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -255834.296875 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -255834.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -255843.921875 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -255843.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -255854.187500 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -255854.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -255866.765625 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -255866.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -255881.718750 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -255881.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -255892.812500 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -255892.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -255902.953125 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -255903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -255916.562500 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -255916.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -255927.859375 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -255927.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -255933.812500 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -255933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -255942.625000 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -255942.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -255949.437500 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -255949.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -255957.968750 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -255958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -255963.000000 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -255963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -255966.015625 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -255966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -255968.359375 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -255968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -255970.531250 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -255970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -255972.453125 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -255972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -255973.265625 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -255973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -255973.843750 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -255973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -255975.015625 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -255975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -255976.421875 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -255976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -255977.390625 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -255977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -255979.250000 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -255979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -255980.234375 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -255980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -255980.828125 Penalty: 2760.592041
	Iteration 51Q: 3 clusters Score -255980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -255981.437500 Penalty: 2760.592041
	Iteration 52Q: 3 clusters Score -255981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -255983.796875 Penalty: 2760.592041
	Iteration 53Q: 3 clusters Score -255983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -255985.828125 Penalty: 2760.592041
	Iteration 54Q: 3 clusters Score -255985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -255986.312500 Penalty: 2760.592041
	Iteration 55Q: 3 clusters Score -255986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -255986.312500 Penalty: 2760.592041
	Iteration 56F: 3 clusters Score -255986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Entering Unmasked Estep 
Score: -3314701.250000 Penalty: 1772.824951
	Iteration 0F: 2 clusters Score -3314701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3278240.000000 Penalty: 3545.649902
	Iteration 0F: 3 clusters Score -3278240 nChanged 25804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3293287.250000 Penalty: 3545.649902
	Iteration 1F: 3 clusters Score -3293287 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3294239.000000 Penalty: 3545.649902
	Iteration 2Q: 3 clusters Score -3294239 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3295648.500000 Penalty: 3545.649902
	Iteration 3F: 3 clusters Score -3295648 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -3297667.500000 Penalty: 3545.649902
	Iteration 4F: 3 clusters Score -3297668 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -3300429.250000 Penalty: 3545.649902
	Iteration 5F: 3 clusters Score -3300429 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -3303755.250000 Penalty: 3545.649902
	Iteration 6F: 3 clusters Score -3303755 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -3306805.000000 Penalty: 3545.649902
	Iteration 7F: 3 clusters Score -3306805 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -3308849.000000 Penalty: 3545.649902
	Iteration 8Q: 3 clusters Score -3308849 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -3309945.750000 Penalty: 3545.649902
	Iteration 9Q: 3 clusters Score -3309946 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -3310649.000000 Penalty: 3545.649902
	Iteration 10Q: 3 clusters Score -3310649 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -3311100.750000 Penalty: 3545.649902
	Iteration 11Q: 3 clusters Score -3311101 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3311389 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -3311610.750000 Penalty: 3545.649902
	Iteration 13Q: 3 clusters Score -3311611 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -3311780.250000 Penalty: 3545.649902
	Iteration 14Q: 3 clusters Score -3311780 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -3311903.000000 Penalty: 3545.649902
	Iteration 15Q: 3 clusters Score -3311903 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -3311990.500000 Penalty: 3545.649902
	Iteration 16Q: 3 clusters Score -3311990 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -3312050.750000 Penalty: 3545.649902
	Iteration 17Q: 3 clusters Score -3312051 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -3312127.250000 Penalty: 3545.649902
	Iteration 18Q: 3 clusters Score -3312127 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -3312192.250000 Penalty: 3545.649902
	Iteration 19Q: 3 clusters Score -3312192 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -3312260.500000 Penalty: 3545.649902
	Iteration 20F: 3 clusters Score -3312260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -3312314.000000 Penalty: 3545.649902
	Iteration 21Q: 3 clusters Score -3312314 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -3312355.000000 Penalty: 3545.649902
	Iteration 22Q: 3 clusters Score -3312355 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -3312394.250000 Penalty: 3545.649902
	Iteration 23Q: 3 clusters Score -3312394 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -3312432.500000 Penalty: 3545.649902
	Iteration 24Q: 3 clusters Score -3312432 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -3312467.500000 Penalty: 3545.649902
	Iteration 25Q: 3 clusters Score -3312468 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -3312492.250000 Penalty: 3545.649902
	Iteration 26Q: 3 clusters Score -3312492 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -3312528.750000 Penalty: 3545.649902
	Iteration 27Q: 3 clusters Score -3312529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -3312544.750000 Penalty: 3545.649902
	Iteration 28Q: 3 clusters Score -3312545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -3312576.000000 Penalty: 3545.649902
	Iteration 29Q: 3 clusters Score -3312576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -3312600.250000 Penalty: 3545.649902
	Iteration 30Q: 3 clusters Score -3312600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -3312615.500000 Penalty: 3545.649902
	Iteration 31Q: 3 clusters Score -3312616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -3312647.250000 Penalty: 3545.649902
	Iteration 32Q: 3 clusters Score -3312647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -3312650.750000 Penalty: 3545.649902
	Iteration 33Q: 3 clusters Score -3312651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -3312672.750000 Penalty: 3545.649902
	Iteration 34Q: 3 clusters Score -3312673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -3312698.750000 Penalty: 3545.649902
	Iteration 35Q: 3 clusters Score -3312699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -3312713.750000 Penalty: 3545.649902
	Iteration 36Q: 3 clusters Score -3312714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -3312724.750000 Penalty: 3545.649902
	Iteration 37Q: 3 clusters Score -3312725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -3312736.500000 Penalty: 3545.649902
	Iteration 38Q: 3 clusters Score -3312736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3312750 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -3312773.500000 Penalty: 3545.649902
	Iteration 40F: 3 clusters Score -3312774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -3312788.750000 Penalty: 3545.649902
	Iteration 41Q: 3 clusters Score -3312789 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3312789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -3312795.250000 Penalty: 3545.649902
	Iteration 43Q: 3 clusters Score -3312795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -3312810.500000 Penalty: 3545.649902
	Iteration 44Q: 3 clusters Score -3312810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -3312816.000000 Penalty: 3545.649902
	Iteration 45Q: 3 clusters Score -3312816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -3312819.750000 Penalty: 3545.649902
	Iteration 46Q: 3 clusters Score -3312820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -3312814.500000 Penalty: 3545.649902
	Iteration 47Q: 3 clusters Score -3312814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -3312821.250000 Penalty: 3545.649902
	Iteration 48Q: 3 clusters Score -3312821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -3312824.500000 Penalty: 3545.649902
	Iteration 49Q: 3 clusters Score -3312824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -3312828.000000 Penalty: 3545.649902
	Iteration 50Q: 3 clusters Score -3312828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -3312827.500000 Penalty: 3545.649902
	Iteration 51Q: 3 clusters Score -3312828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -3312835.500000 Penalty: 3545.649902
	Iteration 52Q: 3 clusters Score -3312836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -3312841.000000 Penalty: 3545.649902
	Iteration 53Q: 3 clusters Score -3312841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -3312847.250000 Penalty: 3545.649902
	Iteration 54Q: 3 clusters Score -3312847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -3312850.500000 Penalty: 3545.649902
	Iteration 55Q: 3 clusters Score -3312850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -3312856.750000 Penalty: 3545.649902
	Iteration 56Q: 3 clusters Score -3312857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -3312858.500000 Penalty: 3545.649902
	Iteration 57Q: 3 clusters Score -3312858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -3312859.500000 Penalty: 3545.649902
	Iteration 58Q: 3 clusters Score -3312860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -3312865.500000 Penalty: 3545.649902
	Iteration 59Q: 3 clusters Score -3312866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -3312867.500000 Penalty: 3545.649902
	Iteration 60F: 3 clusters Score -3312868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -3312876.000000 Penalty: 3545.649902
	Iteration 61Q: 3 clusters Score -3312876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -3312871.250000 Penalty: 3545.649902
	Iteration 62Q: 3 clusters Score -3312871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -3312869.500000 Penalty: 3545.649902
	Iteration 63Q: 3 clusters Score -3312870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -3312873.250000 Penalty: 3545.649902
	Iteration 64Q: 3 clusters Score -3312873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -3312874.750000 Penalty: 3545.649902
	Iteration 65Q: 3 clusters Score -3312875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -3312882.000000 Penalty: 3545.649902
	Iteration 66Q: 3 clusters Score -3312882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -3312887.250000 Penalty: 3545.649902
	Iteration 67Q: 3 clusters Score -3312887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -3312892.000000 Penalty: 3545.649902
	Iteration 68Q: 3 clusters Score -3312892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3312892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -3312897.500000 Penalty: 3545.649902
	Iteration 70Q: 3 clusters Score -3312898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -3312898.750000 Penalty: 3545.649902
	Iteration 71Q: 3 clusters Score -3312899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -3312903.750000 Penalty: 3545.649902
	Iteration 72Q: 3 clusters Score -3312904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -3312906.750000 Penalty: 3545.649902
	Iteration 73Q: 3 clusters Score -3312907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -3312903.500000 Penalty: 3545.649902
	Iteration 74Q: 3 clusters Score -3312904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -3312908.750000 Penalty: 3545.649902
	Iteration 75Q: 3 clusters Score -3312909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -3312910.000000 Penalty: 3545.649902
	Iteration 76Q: 3 clusters Score -3312910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -3312912.750000 Penalty: 3545.649902
	Iteration 77Q: 3 clusters Score -3312913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -3312916.750000 Penalty: 3545.649902
	Iteration 78Q: 3 clusters Score -3312917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -3312921.250000 Penalty: 3545.649902
	Iteration 79Q: 3 clusters Score -3312921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -3312926.750000 Penalty: 3545.649902
	Iteration 80F: 3 clusters Score -3312927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -3312924.750000 Penalty: 3545.649902
	Iteration 81Q: 3 clusters Score -3312925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -3312930.000000 Penalty: 3545.649902
	Iteration 82Q: 3 clusters Score -3312930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -3312928.250000 Penalty: 3545.649902
	Iteration 83Q: 3 clusters Score -3312928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -3312930.000000 Penalty: 3545.649902
	Iteration 84Q: 3 clusters Score -3312930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -3312934.000000 Penalty: 3545.649902
	Iteration 85Q: 3 clusters Score -3312934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -3312924.750000 Penalty: 3545.649902
	Iteration 86Q: 3 clusters Score -3312925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -3312934.500000 Penalty: 3545.649902
	Iteration 87Q: 3 clusters Score -3312934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -3312936.750000 Penalty: 3545.649902
	Iteration 88Q: 3 clusters Score -3312937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -3312943.500000 Penalty: 3545.649902
	Iteration 89Q: 3 clusters Score -3312944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -3312948.250000 Penalty: 3545.649902
	Iteration 90Q: 3 clusters Score -3312948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -3312959.250000 Penalty: 3545.649902
	Iteration 91Q: 3 clusters Score -3312959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -3312969.500000 Penalty: 3545.649902
	Iteration 92Q: 3 clusters Score -3312970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -3312973.000000 Penalty: 3545.649902
	Iteration 93Q: 3 clusters Score -3312973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -3312984.750000 Penalty: 3545.649902
	Iteration 94Q: 3 clusters Score -3312985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -3312989.750000 Penalty: 3545.649902
	Iteration 95Q: 3 clusters Score -3312990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -3313010.750000 Penalty: 3545.649902
	Iteration 96Q: 3 clusters Score -3313011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -3313016.500000 Penalty: 3545.649902
	Iteration 97Q: 3 clusters Score -3313016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -3313030.000000 Penalty: 3545.649902
	Iteration 98Q: 3 clusters Score -3313030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -3313032.000000 Penalty: 3545.649902
	Iteration 99Q: 3 clusters Score -3313032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -3313043.500000 Penalty: 3545.649902
	Iteration 100F: 3 clusters Score -3313044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -3313060.500000 Penalty: 3545.649902
	Iteration 101Q: 3 clusters Score -3313060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -3313069.500000 Penalty: 3545.649902
	Iteration 102Q: 3 clusters Score -3313070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -3313063.000000 Penalty: 3545.649902
	Iteration 103Q: 3 clusters Score -3313063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -3313073.250000 Penalty: 3545.649902
	Iteration 104Q: 3 clusters Score -3313073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -3313080.750000 Penalty: 3545.649902
	Iteration 105Q: 3 clusters Score -3313081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -3313084.000000 Penalty: 3545.649902
	Iteration 106Q: 3 clusters Score -3313084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -3313094.750000 Penalty: 3545.649902
	Iteration 107Q: 3 clusters Score -3313095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -3313104.750000 Penalty: 3545.649902
	Iteration 108Q: 3 clusters Score -3313105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -3313110.500000 Penalty: 3545.649902
	Iteration 109Q: 3 clusters Score -3313110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -3313119.250000 Penalty: 3545.649902
	Iteration 110Q: 3 clusters Score -3313119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -3313131.250000 Penalty: 3545.649902
	Iteration 111Q: 3 clusters Score -3313131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -3313143.000000 Penalty: 3545.649902
	Iteration 112Q: 3 clusters Score -3313143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -3313141.250000 Penalty: 3545.649902
	Iteration 113Q: 3 clusters Score -3313141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -3313154.250000 Penalty: 3545.649902
	Iteration 114Q: 3 clusters Score -3313154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -3313167.000000 Penalty: 3545.649902
	Iteration 115Q: 3 clusters Score -3313167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -3313169.000000 Penalty: 3545.649902
	Iteration 116Q: 3 clusters Score -3313169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -3313177.500000 Penalty: 3545.649902
	Iteration 117Q: 3 clusters Score -3313178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -3313186.750000 Penalty: 3545.649902
	Iteration 118Q: 3 clusters Score -3313187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -3313181.750000 Penalty: 3545.649902
	Iteration 119Q: 3 clusters Score -3313182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -3313189.250000 Penalty: 3545.649902
	Iteration 120F: 3 clusters Score -3313189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -3313193.250000 Penalty: 3545.649902
	Iteration 121Q: 3 clusters Score -3313193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -3313197.000000 Penalty: 3545.649902
	Iteration 122Q: 3 clusters Score -3313197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -3313201.250000 Penalty: 3545.649902
	Iteration 123Q: 3 clusters Score -3313201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -3313208.000000 Penalty: 3545.649902
	Iteration 124Q: 3 clusters Score -3313208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -3313207.750000 Penalty: 3545.649902
	Iteration 125Q: 3 clusters Score -3313208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -3313208.750000 Penalty: 3545.649902
	Iteration 126Q: 3 clusters Score -3313209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -3313211.750000 Penalty: 3545.649902
	Iteration 127Q: 3 clusters Score -3313212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -3313217.750000 Penalty: 3545.649902
	Iteration 128Q: 3 clusters Score -3313218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -3313221.500000 Penalty: 3545.649902
	Iteration 129Q: 3 clusters Score -3313222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -3313228.250000 Penalty: 3545.649902
	Iteration 130Q: 3 clusters Score -3313228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -3313229.500000 Penalty: 3545.649902
	Iteration 131Q: 3 clusters Score -3313230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -3313237.750000 Penalty: 3545.649902
	Iteration 132Q: 3 clusters Score -3313238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -3313234.000000 Penalty: 3545.649902
	Iteration 133Q: 3 clusters Score -3313234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -3313239.750000 Penalty: 3545.649902
	Iteration 134Q: 3 clusters Score -3313240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -3313245.250000 Penalty: 3545.649902
	Iteration 135Q: 3 clusters Score -3313245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -3313246.500000 Penalty: 3545.649902
	Iteration 136Q: 3 clusters Score -3313246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -3313249.750000 Penalty: 3545.649902
	Iteration 137Q: 3 clusters Score -3313250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -3313253.250000 Penalty: 3545.649902
	Iteration 138Q: 3 clusters Score -3313253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -3313254.500000 Penalty: 3545.649902
	Iteration 139Q: 3 clusters Score -3313254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -3313253.750000 Penalty: 3545.649902
	Iteration 140F: 3 clusters Score -3313254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -3313256.250000 Penalty: 3545.649902
	Iteration 141Q: 3 clusters Score -3313256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -3313252.750000 Penalty: 3545.649902
	Iteration 142Q: 3 clusters Score -3313253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -3313257.750000 Penalty: 3545.649902
	Iteration 143Q: 3 clusters Score -3313258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -3313259.250000 Penalty: 3545.649902
	Iteration 144Q: 3 clusters Score -3313259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -3313263.750000 Penalty: 3545.649902
	Iteration 145Q: 3 clusters Score -3313264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -3313262.250000 Penalty: 3545.649902
	Iteration 146Q: 3 clusters Score -3313262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -3313269.250000 Penalty: 3545.649902
	Iteration 147Q: 3 clusters Score -3313269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -3313268.000000 Penalty: 3545.649902
	Iteration 148Q: 3 clusters Score -3313268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -3313270.000000 Penalty: 3545.649902
	Iteration 149Q: 3 clusters Score -3313270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -3313271.250000 Penalty: 3545.649902
	Iteration 150Q: 3 clusters Score -3313271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -3313271.250000 Penalty: 3545.649902
	Iteration 151Q: 3 clusters Score -3313271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -3313272.000000 Penalty: 3545.649902
	Iteration 152Q: 3 clusters Score -3313272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -3313270.250000 Penalty: 3545.649902
	Iteration 153Q: 3 clusters Score -3313270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -3313270.250000 Penalty: 3545.649902
	Iteration 154F: 3 clusters Score -3313270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -291087.906250 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -291087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -286807.843750 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -286807.8 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -288113.531250 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -288113.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -288444.375000 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -288444.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -288746.593750 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -288746.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -288972.375000 Penalty: 2798.826904
	Iteration 4F: 3 clusters Score -288972.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -289126.750000 Penalty: 2798.826904
	Iteration 5Q: 3 clusters Score -289126.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -289249.312500 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -289249.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -289366.593750 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -289366.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -289471.031250 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -289471 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -289543.250000 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -289543.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -289594.750000 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -289594.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -289627.125000 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -289627.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -289653.093750 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -289653.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -289671.187500 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -289671.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -289684.781250 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -289684.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -289698.468750 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -289698.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -289712.062500 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -289712.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -289728.062500 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -289728.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -289743.812500 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -289743.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -289754.562500 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -289754.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -289762.593750 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -289762.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -289772.062500 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -289772.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -289779.781250 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -289779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -289788.343750 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -289788.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -289796.531250 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -289796.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -289801.812500 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -289801.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -289806.312500 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -289806.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -289810.875000 Penalty: 2798.826904
	Iteration 27Q: 3 clusters Score -289810.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -289815.125000 Penalty: 2798.826904
	Iteration 28Q: 3 clusters Score -289815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -289820.812500 Penalty: 2798.826904
	Iteration 29Q: 3 clusters Score -289820.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -289827.250000 Penalty: 2798.826904
	Iteration 30Q: 3 clusters Score -289827.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -289830.375000 Penalty: 2798.826904
	Iteration 31Q: 3 clusters Score -289830.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -289833.125000 Penalty: 2798.826904
	Iteration 32Q: 3 clusters Score -289833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -289834.687500 Penalty: 2798.826904
	Iteration 33Q: 3 clusters Score -289834.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -289835.000000 Penalty: 2798.826904
	Iteration 34Q: 3 clusters Score -289835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -289835.687500 Penalty: 2798.826904
	Iteration 35Q: 3 clusters Score -289835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -289836.718750 Penalty: 2798.826904
	Iteration 36Q: 3 clusters Score -289836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -289837.218750 Penalty: 2798.826904
	Iteration 37Q: 3 clusters Score -289837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -289836.656250 Penalty: 2798.826904
	Iteration 38Q: 3 clusters Score -289836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -289836.656250 Penalty: 2798.826904
	Iteration 39F: 3 clusters Score -289836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -139880.703125 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -139880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -137471.453125 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -137471.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -138075.171875 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -138075.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -138207.703125 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -138207.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -138302.312500 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -138302.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -138375.187500 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -138375.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -138447.093750 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -138447.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -138535.515625 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -138535.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -138626.828125 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -138626.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -138715.609375 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -138715.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -138814.250000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -138814.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -138904.187500 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -138904.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -138987.578125 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -138987.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -139032.156250 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -139032.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -139061.953125 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -139062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -139080.781250 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -139080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -139099.500000 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -139099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -139108.218750 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -139108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -139113.000000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -139113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -139117.718750 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -139117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -139118.484375 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -139118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -139120.546875 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -139120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -139122.046875 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -139122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -139123.062500 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -139123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -139124.437500 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -139124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -139125.265625 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -139125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -139126.453125 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -139126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -139126.453125 Penalty: 2541.120605
	Iteration 26F: 3 clusters Score -139126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -442365.562500 Penalty: 1445.606689
	Iteration 0F: 2 clusters Score -442365.6 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 3653 members 
Entering Unmasked Estep 
Score: -436940.937500 Penalty: 2891.213379
	Iteration 0F: 3 clusters Score -436940.9 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -438585.687500 Penalty: 2891.213379
	Iteration 1F: 3 clusters Score -438585.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -438759.281250 Penalty: 2891.213379
	Iteration 2F: 3 clusters Score -438759.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -438888.531250 Penalty: 2891.213379
	Iteration 3Q: 3 clusters Score -438888.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -439010.531250 Penalty: 2891.213379
	Iteration 4Q: 3 clusters Score -439010.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -439123.875000 Penalty: 2891.213379
	Iteration 5Q: 3 clusters Score -439123.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -439239.281250 Penalty: 2891.213379
	Iteration 6Q: 3 clusters Score -439239.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -439369.281250 Penalty: 2891.213379
	Iteration 7Q: 3 clusters Score -439369.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -439537.781250 Penalty: 2891.213379
	Iteration 8Q: 3 clusters Score -439537.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -439731.468750 Penalty: 2891.213379
	Iteration 9Q: 3 clusters Score -439731.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -439959.156250 Penalty: 2891.213379
	Iteration 10Q: 3 clusters Score -439959.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -440191.250000 Penalty: 2891.213379
	Iteration 11Q: 3 clusters Score -440191.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -440402.937500 Penalty: 2891.213379
	Iteration 12Q: 3 clusters Score -440402.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -440562.718750 Penalty: 2891.213379
	Iteration 13Q: 3 clusters Score -440562.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -440702.187500 Penalty: 2891.213379
	Iteration 14Q: 3 clusters Score -440702.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -440813.312500 Penalty: 2891.213379
	Iteration 15Q: 3 clusters Score -440813.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -440879.781250 Penalty: 2891.213379
	Iteration 16Q: 3 clusters Score -440879.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -440942.156250 Penalty: 2891.213379
	Iteration 17Q: 3 clusters Score -440942.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -440988.093750 Penalty: 2891.213379
	Iteration 18Q: 3 clusters Score -440988.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -441018.125000 Penalty: 2891.213379
	Iteration 19Q: 3 clusters Score -441018.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -441039.687500 Penalty: 2891.213379
	Iteration 20F: 3 clusters Score -441039.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -441047.718750 Penalty: 2891.213379
	Iteration 21Q: 3 clusters Score -441047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -441052.781250 Penalty: 2891.213379
	Iteration 22Q: 3 clusters Score -441052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -441054.906250 Penalty: 2891.213379
	Iteration 23Q: 3 clusters Score -441054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -441056.000000 Penalty: 2891.213379
	Iteration 24Q: 3 clusters Score -441056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -441057.218750 Penalty: 2891.213379
	Iteration 25Q: 3 clusters Score -441057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -441057.218750 Penalty: 2891.213379
	Iteration 26F: 3 clusters Score -441057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -78067.992188 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -78067.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -76082.093750 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -76082.09 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -76650.250000 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -76650.25 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -76955.046875 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -76955.05 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -77206.132812 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -77206.13 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -77434.609375 Penalty: 2442.840820
	Iteration 4F: 3 clusters Score -77434.61 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -77662.445312 Penalty: 2442.840820
	Iteration 5F: 3 clusters Score -77662.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77844.335938 Penalty: 2442.840820
	Iteration 6F: 3 clusters Score -77844.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -77955.164062 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -77955.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -77994.898438 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -77994.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -78023.679688 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -78023.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -78049.718750 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -78049.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78083.828125 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -78083.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78108.500000 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -78108.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78121.312500 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -78121.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78128.640625 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -78128.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -78147.531250 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -78147.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -78166.828125 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -78166.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -78178.937500 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -78178.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -78182.453125 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -78182.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -78184.578125 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -78184.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -78185.703125 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -78185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -78186.117188 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -78186.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -78186.429688 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -78186.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -78186.429688 Penalty: 2442.840820
	Iteration 23F: 3 clusters Score -78186.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 54704 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16332 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 8173 members 
Mstep: Class 29 contains 77337 members 
Mstep: Class 30 contains 20117 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 26196 members 
Mstep: Class 34 contains 21231 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 106794 members 
Mstep: Class 38 contains 3388 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1621 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 798 members 
Entering Unmasked Estep 
Score: -30915664.000000 Penalty: 94501.125000
Splitting cluster 7 changes total score from -30916448.000000 to -30915664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -118054.125000 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -118054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -115793.843750 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -115793.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -116281.914062 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -116281.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -116476.921875 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -116476.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -116610.468750 Penalty: 2500.973389
	Iteration 3F: 3 clusters Score -116610.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -116736.007812 Penalty: 2500.973389
	Iteration 4F: 3 clusters Score -116736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -116882.734375 Penalty: 2500.973389
	Iteration 5F: 3 clusters Score -116882.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -117003.960938 Penalty: 2500.973389
	Iteration 6F: 3 clusters Score -117004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -117095.359375 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -117095.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -117167.085938 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -117167.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -117217.570312 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -117217.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -117256.664062 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -117256.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -117287.601562 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -117287.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -117324.289062 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -117324.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -117349.890625 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -117349.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -117372.523438 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -117372.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -117384.710938 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -117384.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -117390.554688 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -117390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -117392.945312 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -117392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -117395.601562 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -117395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -117397.968750 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -117398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -117401.164062 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -117401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -117403.992188 Penalty: 2500.973389
	Iteration 21Q: 3 clusters Score -117404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -117406.867188 Penalty: 2500.973389
	Iteration 22Q: 3 clusters Score -117406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -117407.898438 Penalty: 2500.973389
	Iteration 23Q: 3 clusters Score -117407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -117408.296875 Penalty: 2500.973389
	Iteration 24Q: 3 clusters Score -117408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -117408.585938 Penalty: 2500.973389
	Iteration 25Q: 3 clusters Score -117408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -117408.585938 Penalty: 2500.973389
	Iteration 26F: 3 clusters Score -117408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -180379.515625 Penalty: 1320.847168
	Iteration 0F: 2 clusters Score -180379.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -177391.796875 Penalty: 2641.694336
	Iteration 0F: 3 clusters Score -177391.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -178198.640625 Penalty: 2641.694336
	Iteration 1F: 3 clusters Score -178198.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -178394.312500 Penalty: 2641.694336
	Iteration 2F: 3 clusters Score -178394.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -178529.875000 Penalty: 2641.694336
	Iteration 3F: 3 clusters Score -178529.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -178635.265625 Penalty: 2641.694336
	Iteration 4Q: 3 clusters Score -178635.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -178737.078125 Penalty: 2641.694336
	Iteration 5Q: 3 clusters Score -178737.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -178836.328125 Penalty: 2641.694336
	Iteration 6Q: 3 clusters Score -178836.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -178964.593750 Penalty: 2641.694336
	Iteration 7Q: 3 clusters Score -178964.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -179132.812500 Penalty: 2641.694336
	Iteration 8Q: 3 clusters Score -179132.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -179353.203125 Penalty: 2641.694336
	Iteration 9Q: 3 clusters Score -179353.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -179528.984375 Penalty: 2641.694336
	Iteration 10Q: 3 clusters Score -179529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -179657.734375 Penalty: 2641.694336
	Iteration 11Q: 3 clusters Score -179657.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -179733.078125 Penalty: 2641.694336
	Iteration 12Q: 3 clusters Score -179733.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -179780.671875 Penalty: 2641.694336
	Iteration 13Q: 3 clusters Score -179780.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -179800.328125 Penalty: 2641.694336
	Iteration 14Q: 3 clusters Score -179800.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -179811.937500 Penalty: 2641.694336
	Iteration 15Q: 3 clusters Score -179811.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -179819.265625 Penalty: 2641.694336
	Iteration 16Q: 3 clusters Score -179819.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -179823.109375 Penalty: 2641.694336
	Iteration 17Q: 3 clusters Score -179823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -179824.765625 Penalty: 2641.694336
	Iteration 18Q: 3 clusters Score -179824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -179826.343750 Penalty: 2641.694336
	Iteration 19Q: 3 clusters Score -179826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -179828.765625 Penalty: 2641.694336
	Iteration 20F: 3 clusters Score -179828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -179830.250000 Penalty: 2641.694336
	Iteration 21Q: 3 clusters Score -179830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -179831.078125 Penalty: 2641.694336
	Iteration 22Q: 3 clusters Score -179831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -179831.156250 Penalty: 2641.694336
	Iteration 23Q: 3 clusters Score -179831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -179832.015625 Penalty: 2641.694336
	Iteration 24Q: 3 clusters Score -179832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -179831.984375 Penalty: 2641.694336
	Iteration 25Q: 3 clusters Score -179832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -179833.000000 Penalty: 2641.694336
	Iteration 26Q: 3 clusters Score -179833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -179833.125000 Penalty: 2641.694336
	Iteration 27Q: 3 clusters Score -179833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -179833.125000 Penalty: 2641.694336
	Iteration 28F: 3 clusters Score -179833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -99884.757812 Penalty: 1217.120239
	Iteration 0F: 2 clusters Score -99884.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97929.742188 Penalty: 2434.240479
	Iteration 0F: 3 clusters Score -97929.74 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -98358.203125 Penalty: 2434.240479
	Iteration 1F: 3 clusters Score -98358.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -98465.125000 Penalty: 2434.240479
	Iteration 2F: 3 clusters Score -98465.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -98519.835938 Penalty: 2434.240479
	Iteration 3Q: 3 clusters Score -98519.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -98560.453125 Penalty: 2434.240479
	Iteration 4Q: 3 clusters Score -98560.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -98583.984375 Penalty: 2434.240479
	Iteration 5Q: 3 clusters Score -98583.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -98598.179688 Penalty: 2434.240479
	Iteration 6Q: 3 clusters Score -98598.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -98607.132812 Penalty: 2434.240479
	Iteration 7Q: 3 clusters Score -98607.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -98615.460938 Penalty: 2434.240479
	Iteration 8Q: 3 clusters Score -98615.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -98621.773438 Penalty: 2434.240479
	Iteration 9Q: 3 clusters Score -98621.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98627.703125 Penalty: 2434.240479
	Iteration 10Q: 3 clusters Score -98627.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -98634.554688 Penalty: 2434.240479
	Iteration 11Q: 3 clusters Score -98634.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -98637.515625 Penalty: 2434.240479
	Iteration 12Q: 3 clusters Score -98637.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -98641.664062 Penalty: 2434.240479
	Iteration 13Q: 3 clusters Score -98641.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -98645.835938 Penalty: 2434.240479
	Iteration 14Q: 3 clusters Score -98645.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -98648.648438 Penalty: 2434.240479
	Iteration 15Q: 3 clusters Score -98648.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -98650.250000 Penalty: 2434.240479
	Iteration 16Q: 3 clusters Score -98650.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -98652.070312 Penalty: 2434.240479
	Iteration 17Q: 3 clusters Score -98652.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98654.765625 Penalty: 2434.240479
	Iteration 18Q: 3 clusters Score -98654.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98657.546875 Penalty: 2434.240479
	Iteration 19Q: 3 clusters Score -98657.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98661.210938 Penalty: 2434.240479
	Iteration 20F: 3 clusters Score -98661.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98663.671875 Penalty: 2434.240479
	Iteration 21Q: 3 clusters Score -98663.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -98666.671875 Penalty: 2434.240479
	Iteration 22Q: 3 clusters Score -98666.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -98666.671875 Penalty: 2434.240479
	Iteration 23F: 3 clusters Score -98666.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -636455.187500 Penalty: 1504.747925
	Iteration 0F: 2 clusters Score -636455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -628919.687500 Penalty: 3009.495850
	Iteration 0F: 3 clusters Score -628919.7 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -631410.375000 Penalty: 3009.495850
	Iteration 1F: 3 clusters Score -631410.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -631665.875000 Penalty: 3009.495850
	Iteration 2F: 3 clusters Score -631665.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -631877.312500 Penalty: 3009.495850
	Iteration 3Q: 3 clusters Score -631877.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -632112.937500 Penalty: 3009.495850
	Iteration 4Q: 3 clusters Score -632112.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -632375.000000 Penalty: 3009.495850
	Iteration 5Q: 3 clusters Score -632375 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -632679.750000 Penalty: 3009.495850
	Iteration 6Q: 3 clusters Score -632679.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -633038.437500 Penalty: 3009.495850
	Iteration 7Q: 3 clusters Score -633038.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -633440.500000 Penalty: 3009.495850
	Iteration 8Q: 3 clusters Score -633440.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -633849.750000 Penalty: 3009.495850
	Iteration 9Q: 3 clusters Score -633849.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -634220.937500 Penalty: 3009.495850
	Iteration 10Q: 3 clusters Score -634220.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -634541.125000 Penalty: 3009.495850
	Iteration 11Q: 3 clusters Score -634541.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -634743.625000 Penalty: 3009.495850
	Iteration 12Q: 3 clusters Score -634743.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -634880.875000 Penalty: 3009.495850
	Iteration 13Q: 3 clusters Score -634880.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -634962.750000 Penalty: 3009.495850
	Iteration 14Q: 3 clusters Score -634962.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -635013.437500 Penalty: 3009.495850
	Iteration 15Q: 3 clusters Score -635013.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -635057.375000 Penalty: 3009.495850
	Iteration 16Q: 3 clusters Score -635057.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -635082.375000 Penalty: 3009.495850
	Iteration 17Q: 3 clusters Score -635082.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -635100.562500 Penalty: 3009.495850
	Iteration 18Q: 3 clusters Score -635100.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -635122.562500 Penalty: 3009.495850
	Iteration 19Q: 3 clusters Score -635122.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -635148.500000 Penalty: 3009.495850
	Iteration 20F: 3 clusters Score -635148.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -635165.437500 Penalty: 3009.495850
	Iteration 21Q: 3 clusters Score -635165.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -635179.187500 Penalty: 3009.495850
	Iteration 22Q: 3 clusters Score -635179.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -635190.375000 Penalty: 3009.495850
	Iteration 23Q: 3 clusters Score -635190.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -635199.500000 Penalty: 3009.495850
	Iteration 24Q: 3 clusters Score -635199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -635205.187500 Penalty: 3009.495850
	Iteration 25Q: 3 clusters Score -635205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -635210.437500 Penalty: 3009.495850
	Iteration 26Q: 3 clusters Score -635210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -635217.062500 Penalty: 3009.495850
	Iteration 27Q: 3 clusters Score -635217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -635219.062500 Penalty: 3009.495850
	Iteration 28Q: 3 clusters Score -635219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -635219.500000 Penalty: 3009.495850
	Iteration 29Q: 3 clusters Score -635219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -635220.625000 Penalty: 3009.495850
	Iteration 30Q: 3 clusters Score -635220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -635220.937500 Penalty: 3009.495850
	Iteration 31Q: 3 clusters Score -635220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -635223.000000 Penalty: 3009.495850
	Iteration 32Q: 3 clusters Score -635223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -635225.437500 Penalty: 3009.495850
	Iteration 33Q: 3 clusters Score -635225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -635226.812500 Penalty: 3009.495850
	Iteration 34Q: 3 clusters Score -635226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -635226.812500 Penalty: 3009.495850
	Iteration 35Q: 3 clusters Score -635226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -635226.812500 Penalty: 3009.495850
	Iteration 36F: 3 clusters Score -635226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Entering Unmasked Estep 
Score: -1188655.250000 Penalty: 1603.939331
	Iteration 0F: 2 clusters Score -1188655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1175343.125000 Penalty: 3207.878662
	Iteration 0F: 3 clusters Score -1175343 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1180040.750000 Penalty: 3207.878662
	Iteration 1F: 3 clusters Score -1180041 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1180250.750000 Penalty: 3207.878662
	Iteration 2Q: 3 clusters Score -1180251 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1180431.250000 Penalty: 3207.878662
	Iteration 3Q: 3 clusters Score -1180431 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1180597.125000 Penalty: 3207.878662
	Iteration 4Q: 3 clusters Score -1180597 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1180786.375000 Penalty: 3207.878662
	Iteration 5Q: 3 clusters Score -1180786 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1181008.625000 Penalty: 3207.878662
	Iteration 6Q: 3 clusters Score -1181009 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1181303.625000 Penalty: 3207.878662
	Iteration 7Q: 3 clusters Score -1181304 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1181679.125000 Penalty: 3207.878662
	Iteration 8Q: 3 clusters Score -1181679 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1182159.000000 Penalty: 3207.878662
	Iteration 9Q: 3 clusters Score -1182159 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1182726.375000 Penalty: 3207.878662
	Iteration 10Q: 3 clusters Score -1182726 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1183299.000000 Penalty: 3207.878662
	Iteration 11Q: 3 clusters Score -1183299 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1183804.000000 Penalty: 3207.878662
	Iteration 12Q: 3 clusters Score -1183804 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1184227.375000 Penalty: 3207.878662
	Iteration 13Q: 3 clusters Score -1184227 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1184571.375000 Penalty: 3207.878662
	Iteration 14Q: 3 clusters Score -1184571 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1184865.125000 Penalty: 3207.878662
	Iteration 15Q: 3 clusters Score -1184865 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1185136.000000 Penalty: 3207.878662
	Iteration 16Q: 3 clusters Score -1185136 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1185396.875000 Penalty: 3207.878662
	Iteration 17Q: 3 clusters Score -1185397 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1185669.125000 Penalty: 3207.878662
	Iteration 18Q: 3 clusters Score -1185669 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1185903.375000 Penalty: 3207.878662
	Iteration 19Q: 3 clusters Score -1185903 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1186109.375000 Penalty: 3207.878662
	Iteration 20F: 3 clusters Score -1186109 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1186317.375000 Penalty: 3207.878662
	Iteration 21Q: 3 clusters Score -1186317 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1186498.000000 Penalty: 3207.878662
	Iteration 22Q: 3 clusters Score -1186498 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1186670.625000 Penalty: 3207.878662
	Iteration 23Q: 3 clusters Score -1186671 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1186820.875000 Penalty: 3207.878662
	Iteration 24Q: 3 clusters Score -1186821 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1186919.375000 Penalty: 3207.878662
	Iteration 25Q: 3 clusters Score -1186919 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1186995.375000 Penalty: 3207.878662
	Iteration 26Q: 3 clusters Score -1186995 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1187041.250000 Penalty: 3207.878662
	Iteration 27Q: 3 clusters Score -1187041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1187079.500000 Penalty: 3207.878662
	Iteration 28Q: 3 clusters Score -1187080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1187109.250000 Penalty: 3207.878662
	Iteration 29Q: 3 clusters Score -1187109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1187139.500000 Penalty: 3207.878662
	Iteration 30Q: 3 clusters Score -1187140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1187163.250000 Penalty: 3207.878662
	Iteration 31Q: 3 clusters Score -1187163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1187185.125000 Penalty: 3207.878662
	Iteration 32Q: 3 clusters Score -1187185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1187204.500000 Penalty: 3207.878662
	Iteration 33Q: 3 clusters Score -1187204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1187228.000000 Penalty: 3207.878662
	Iteration 34Q: 3 clusters Score -1187228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1187246.750000 Penalty: 3207.878662
	Iteration 35Q: 3 clusters Score -1187247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1187270.750000 Penalty: 3207.878662
	Iteration 36Q: 3 clusters Score -1187271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1187286.250000 Penalty: 3207.878662
	Iteration 37Q: 3 clusters Score -1187286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1187299.500000 Penalty: 3207.878662
	Iteration 38Q: 3 clusters Score -1187300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1187306.125000 Penalty: 3207.878662
	Iteration 39Q: 3 clusters Score -1187306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1187314.375000 Penalty: 3207.878662
	Iteration 40F: 3 clusters Score -1187314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1187321.250000 Penalty: 3207.878662
	Iteration 41Q: 3 clusters Score -1187321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1187322.000000 Penalty: 3207.878662
	Iteration 42Q: 3 clusters Score -1187322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1187324.375000 Penalty: 3207.878662
	Iteration 43Q: 3 clusters Score -1187324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1187326.875000 Penalty: 3207.878662
	Iteration 44Q: 3 clusters Score -1187327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1187327.375000 Penalty: 3207.878662
	Iteration 45Q: 3 clusters Score -1187327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1187330.500000 Penalty: 3207.878662
	Iteration 46Q: 3 clusters Score -1187330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1187331.375000 Penalty: 3207.878662
	Iteration 47Q: 3 clusters Score -1187331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1187334.875000 Penalty: 3207.878662
	Iteration 48Q: 3 clusters Score -1187335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1187343.000000 Penalty: 3207.878662
	Iteration 49Q: 3 clusters Score -1187343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1187347.375000 Penalty: 3207.878662
	Iteration 50Q: 3 clusters Score -1187347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1187350.500000 Penalty: 3207.878662
	Iteration 51Q: 3 clusters Score -1187350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1187352.875000 Penalty: 3207.878662
	Iteration 52Q: 3 clusters Score -1187353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1187356.250000 Penalty: 3207.878662
	Iteration 53Q: 3 clusters Score -1187356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1187357.000000 Penalty: 3207.878662
	Iteration 54Q: 3 clusters Score -1187357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1187359.000000 Penalty: 3207.878662
	Iteration 55Q: 3 clusters Score -1187359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1187360.875000 Penalty: 3207.878662
	Iteration 56Q: 3 clusters Score -1187361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1187361.750000 Penalty: 3207.878662
	Iteration 57Q: 3 clusters Score -1187362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1187363.000000 Penalty: 3207.878662
	Iteration 58Q: 3 clusters Score -1187363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1187363.000000 Penalty: 3207.878662
	Iteration 59Q: 3 clusters Score -1187363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1187363.000000 Penalty: 3207.878662
	Iteration 60F: 3 clusters Score -1187363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Entering Unmasked Estep 
Score: -4794249.000000 Penalty: 1836.489746
	Iteration 0F: 2 clusters Score -4794249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4740043.000000 Penalty: 3672.979492
	Iteration 0F: 3 clusters Score -4740043 nChanged 38693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -4762251.500000 Penalty: 3672.979492
	Iteration 1F: 3 clusters Score -4762252 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -4762835.500000 Penalty: 3672.979492
	Iteration 2Q: 3 clusters Score -4762836 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -4763622.000000 Penalty: 3672.979492
	Iteration 3Q: 3 clusters Score -4763622 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -4764848.000000 Penalty: 3672.979492
	Iteration 4Q: 3 clusters Score -4764848 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -4767058.500000 Penalty: 3672.979492
	Iteration 5F: 3 clusters Score -4767058 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -4770933.000000 Penalty: 3672.979492
	Iteration 6F: 3 clusters Score -4770933 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -4776833.500000 Penalty: 3672.979492
	Iteration 7F: 3 clusters Score -4776834 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -4783181.500000 Penalty: 3672.979492
	Iteration 8F: 3 clusters Score -4783182 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -4788236.000000 Penalty: 3672.979492
	Iteration 9F: 3 clusters Score -4788236 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -4791097.500000 Penalty: 3672.979492
	Iteration 10Q: 3 clusters Score -4791098 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -4792093.500000 Penalty: 3672.979492
	Iteration 11Q: 3 clusters Score -4792094 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -4792376.000000 Penalty: 3672.979492
	Iteration 12Q: 3 clusters Score -4792376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -4792499.000000 Penalty: 3672.979492
	Iteration 13Q: 3 clusters Score -4792499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -4792537.500000 Penalty: 3672.979492
	Iteration 14Q: 3 clusters Score -4792538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -4792552.500000 Penalty: 3672.979492
	Iteration 15Q: 3 clusters Score -4792552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -4792572.000000 Penalty: 3672.979492
	Iteration 16Q: 3 clusters Score -4792572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -4792583.000000 Penalty: 3672.979492
	Iteration 17Q: 3 clusters Score -4792583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -4792592.000000 Penalty: 3672.979492
	Iteration 18Q: 3 clusters Score -4792592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -4792602.500000 Penalty: 3672.979492
	Iteration 19Q: 3 clusters Score -4792602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -4792620.000000 Penalty: 3672.979492
	Iteration 20F: 3 clusters Score -4792620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -4792621.500000 Penalty: 3672.979492
	Iteration 21Q: 3 clusters Score -4792622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -4792625.000000 Penalty: 3672.979492
	Iteration 22Q: 3 clusters Score -4792625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -4792624.500000 Penalty: 3672.979492
	Iteration 23Q: 3 clusters Score -4792624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -4792628.500000 Penalty: 3672.979492
	Iteration 24Q: 3 clusters Score -4792628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -4792630.000000 Penalty: 3672.979492
	Iteration 25Q: 3 clusters Score -4792630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -4792630.000000 Penalty: 3672.979492
	Iteration 26F: 3 clusters Score -4792630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -286754.906250 Penalty: 1378.590942
	Iteration 0F: 2 clusters Score -286754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -282846.250000 Penalty: 2757.181885
	Iteration 0F: 3 clusters Score -282846.2 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -283954.687500 Penalty: 2757.181885
	Iteration 1F: 3 clusters Score -283954.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -284183.656250 Penalty: 2757.181885
	Iteration 2F: 3 clusters Score -284183.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -284401.750000 Penalty: 2757.181885
	Iteration 3F: 3 clusters Score -284401.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -284597.156250 Penalty: 2757.181885
	Iteration 4F: 3 clusters Score -284597.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -284829.281250 Penalty: 2757.181885
	Iteration 5F: 3 clusters Score -284829.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -285062.906250 Penalty: 2757.181885
	Iteration 6F: 3 clusters Score -285062.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -285249.968750 Penalty: 2757.181885
	Iteration 7F: 3 clusters Score -285250 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -285410.500000 Penalty: 2757.181885
	Iteration 8Q: 3 clusters Score -285410.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -285522.031250 Penalty: 2757.181885
	Iteration 9Q: 3 clusters Score -285522 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -285595.906250 Penalty: 2757.181885
	Iteration 10Q: 3 clusters Score -285595.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -285653.687500 Penalty: 2757.181885
	Iteration 11Q: 3 clusters Score -285653.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -285692.031250 Penalty: 2757.181885
	Iteration 12Q: 3 clusters Score -285692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -285717.781250 Penalty: 2757.181885
	Iteration 13Q: 3 clusters Score -285717.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -285732.750000 Penalty: 2757.181885
	Iteration 14Q: 3 clusters Score -285732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -285748.750000 Penalty: 2757.181885
	Iteration 15Q: 3 clusters Score -285748.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -285762.437500 Penalty: 2757.181885
	Iteration 16Q: 3 clusters Score -285762.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -285780.625000 Penalty: 2757.181885
	Iteration 17Q: 3 clusters Score -285780.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -285798.843750 Penalty: 2757.181885
	Iteration 18Q: 3 clusters Score -285798.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -285816.062500 Penalty: 2757.181885
	Iteration 19Q: 3 clusters Score -285816.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -285828.531250 Penalty: 2757.181885
	Iteration 20F: 3 clusters Score -285828.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -285838.968750 Penalty: 2757.181885
	Iteration 21Q: 3 clusters Score -285839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -285846.343750 Penalty: 2757.181885
	Iteration 22Q: 3 clusters Score -285846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -285853.250000 Penalty: 2757.181885
	Iteration 23Q: 3 clusters Score -285853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -285860.968750 Penalty: 2757.181885
	Iteration 24Q: 3 clusters Score -285861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -285864.343750 Penalty: 2757.181885
	Iteration 25Q: 3 clusters Score -285864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -285868.718750 Penalty: 2757.181885
	Iteration 26Q: 3 clusters Score -285868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -285872.000000 Penalty: 2757.181885
	Iteration 27Q: 3 clusters Score -285872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -285875.562500 Penalty: 2757.181885
	Iteration 28Q: 3 clusters Score -285875.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -285879.250000 Penalty: 2757.181885
	Iteration 29Q: 3 clusters Score -285879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -285884.437500 Penalty: 2757.181885
	Iteration 30Q: 3 clusters Score -285884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -285888.281250 Penalty: 2757.181885
	Iteration 31Q: 3 clusters Score -285888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -285889.625000 Penalty: 2757.181885
	Iteration 32Q: 3 clusters Score -285889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -285891.531250 Penalty: 2757.181885
	Iteration 33Q: 3 clusters Score -285891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -285892.437500 Penalty: 2757.181885
	Iteration 34Q: 3 clusters Score -285892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -285893.625000 Penalty: 2757.181885
	Iteration 35Q: 3 clusters Score -285893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -285894.281250 Penalty: 2757.181885
	Iteration 36Q: 3 clusters Score -285894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -285894.281250 Penalty: 2757.181885
	Iteration 37F: 3 clusters Score -285894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -349178.218750 Penalty: 1430.263184
	Iteration 0F: 2 clusters Score -349178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -344154.281250 Penalty: 2860.526367
	Iteration 0F: 3 clusters Score -344154.3 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -345686.750000 Penalty: 2860.526367
	Iteration 1F: 3 clusters Score -345686.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -345965.375000 Penalty: 2860.526367
	Iteration 2F: 3 clusters Score -345965.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -346177.000000 Penalty: 2860.526367
	Iteration 3F: 3 clusters Score -346177 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -346365.968750 Penalty: 2860.526367
	Iteration 4Q: 3 clusters Score -346366 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -346546.437500 Penalty: 2860.526367
	Iteration 5Q: 3 clusters Score -346546.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -346725.937500 Penalty: 2860.526367
	Iteration 6Q: 3 clusters Score -346725.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -346917.250000 Penalty: 2860.526367
	Iteration 7Q: 3 clusters Score -346917.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -347098.718750 Penalty: 2860.526367
	Iteration 8Q: 3 clusters Score -347098.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -347251.062500 Penalty: 2860.526367
	Iteration 9Q: 3 clusters Score -347251.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -347380.000000 Penalty: 2860.526367
	Iteration 10Q: 3 clusters Score -347380 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -347490.875000 Penalty: 2860.526367
	Iteration 11Q: 3 clusters Score -347490.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -347561.531250 Penalty: 2860.526367
	Iteration 12Q: 3 clusters Score -347561.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -347609.906250 Penalty: 2860.526367
	Iteration 13Q: 3 clusters Score -347609.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -347638.062500 Penalty: 2860.526367
	Iteration 14Q: 3 clusters Score -347638.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -347657.718750 Penalty: 2860.526367
	Iteration 15Q: 3 clusters Score -347657.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -347674.250000 Penalty: 2860.526367
	Iteration 16Q: 3 clusters Score -347674.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -347684.218750 Penalty: 2860.526367
	Iteration 17Q: 3 clusters Score -347684.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -347690.843750 Penalty: 2860.526367
	Iteration 18Q: 3 clusters Score -347690.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -347696.156250 Penalty: 2860.526367
	Iteration 19Q: 3 clusters Score -347696.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -347704.093750 Penalty: 2860.526367
	Iteration 20F: 3 clusters Score -347704.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -347711.687500 Penalty: 2860.526367
	Iteration 21Q: 3 clusters Score -347711.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -347716.937500 Penalty: 2860.526367
	Iteration 22Q: 3 clusters Score -347716.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -347723.593750 Penalty: 2860.526367
	Iteration 23Q: 3 clusters Score -347723.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -347731.500000 Penalty: 2860.526367
	Iteration 24Q: 3 clusters Score -347731.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -347737.437500 Penalty: 2860.526367
	Iteration 25Q: 3 clusters Score -347737.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -347746.468750 Penalty: 2860.526367
	Iteration 26Q: 3 clusters Score -347746.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -347754.250000 Penalty: 2860.526367
	Iteration 27Q: 3 clusters Score -347754.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -347757.093750 Penalty: 2860.526367
	Iteration 28Q: 3 clusters Score -347757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -347759.375000 Penalty: 2860.526367
	Iteration 29Q: 3 clusters Score -347759.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -347759.906250 Penalty: 2860.526367
	Iteration 30Q: 3 clusters Score -347759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -347761.687500 Penalty: 2860.526367
	Iteration 31Q: 3 clusters Score -347761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -347763.000000 Penalty: 2860.526367
	Iteration 32Q: 3 clusters Score -347763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -347764.031250 Penalty: 2860.526367
	Iteration 33Q: 3 clusters Score -347764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -347764.843750 Penalty: 2860.526367
	Iteration 34Q: 3 clusters Score -347764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -347766.500000 Penalty: 2860.526367
	Iteration 35Q: 3 clusters Score -347766.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -347768.250000 Penalty: 2860.526367
	Iteration 36Q: 3 clusters Score -347768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -347769.531250 Penalty: 2860.526367
	Iteration 37Q: 3 clusters Score -347769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -347770.312500 Penalty: 2860.526367
	Iteration 38Q: 3 clusters Score -347770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -347770.500000 Penalty: 2860.526367
	Iteration 39Q: 3 clusters Score -347770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -347770.375000 Penalty: 2860.526367
	Iteration 40F: 3 clusters Score -347770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -347770.781250 Penalty: 2860.526367
	Iteration 41Q: 3 clusters Score -347770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -347770.218750 Penalty: 2860.526367
	Iteration 42Q: 3 clusters Score -347770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -347770.437500 Penalty: 2860.526367
	Iteration 43Q: 3 clusters Score -347770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -347771.625000 Penalty: 2860.526367
	Iteration 44Q: 3 clusters Score -347771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -347771.906250 Penalty: 2860.526367
	Iteration 45Q: 3 clusters Score -347771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -347771.718750 Penalty: 2860.526367
	Iteration 46Q: 3 clusters Score -347771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -347771.718750 Penalty: 2860.526367
	Iteration 47F: 3 clusters Score -347771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -36836.207031 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -36836.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35638.765625 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -35638.77 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35806.589844 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -35806.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35860.765625 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -35860.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35890.355469 Penalty: 2109.485107
	Iteration 3Q: 3 clusters Score -35890.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35905.890625 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -35905.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35911.667969 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -35911.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35915.179688 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -35915.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35920.136719 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -35920.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35923.101562 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -35923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35928.312500 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -35928.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35928.312500 Penalty: 2109.485107
	Iteration 10F: 3 clusters Score -35928.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Entering Unmasked Estep 
Score: -985211.000000 Penalty: 1576.393311
	Iteration 0F: 2 clusters Score -985211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -973920.937500 Penalty: 3152.786621
	Iteration 0F: 3 clusters Score -973920.9 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -977928.187500 Penalty: 3152.786621
	Iteration 1F: 3 clusters Score -977928.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -978321.750000 Penalty: 3152.786621
	Iteration 2F: 3 clusters Score -978321.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -978750.437500 Penalty: 3152.786621
	Iteration 3F: 3 clusters Score -978750.4 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -979335.062500 Penalty: 3152.786621
	Iteration 4F: 3 clusters Score -979335.1 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -980119.687500 Penalty: 3152.786621
	Iteration 5F: 3 clusters Score -980119.7 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -981037.750000 Penalty: 3152.786621
	Iteration 6F: 3 clusters Score -981037.8 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -981937.062500 Penalty: 3152.786621
	Iteration 7F: 3 clusters Score -981937.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -982691.187500 Penalty: 3152.786621
	Iteration 8F: 3 clusters Score -982691.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -983243.250000 Penalty: 3152.786621
	Iteration 9Q: 3 clusters Score -983243.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -983553.000000 Penalty: 3152.786621
	Iteration 10Q: 3 clusters Score -983553 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -983700.125000 Penalty: 3152.786621
	Iteration 11Q: 3 clusters Score -983700.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -983800.750000 Penalty: 3152.786621
	Iteration 12Q: 3 clusters Score -983800.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -983847.750000 Penalty: 3152.786621
	Iteration 13Q: 3 clusters Score -983847.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -983884.812500 Penalty: 3152.786621
	Iteration 14Q: 3 clusters Score -983884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -983898.687500 Penalty: 3152.786621
	Iteration 15Q: 3 clusters Score -983898.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -983913.687500 Penalty: 3152.786621
	Iteration 16Q: 3 clusters Score -983913.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -983922.937500 Penalty: 3152.786621
	Iteration 17Q: 3 clusters Score -983922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -983932.375000 Penalty: 3152.786621
	Iteration 18Q: 3 clusters Score -983932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -983935.812500 Penalty: 3152.786621
	Iteration 19Q: 3 clusters Score -983935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -983944.750000 Penalty: 3152.786621
	Iteration 20F: 3 clusters Score -983944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -983949.125000 Penalty: 3152.786621
	Iteration 21Q: 3 clusters Score -983949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -983951.500000 Penalty: 3152.786621
	Iteration 22Q: 3 clusters Score -983951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -983954.625000 Penalty: 3152.786621
	Iteration 23Q: 3 clusters Score -983954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -983960.500000 Penalty: 3152.786621
	Iteration 24Q: 3 clusters Score -983960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -983964.687500 Penalty: 3152.786621
	Iteration 25Q: 3 clusters Score -983964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -983966.250000 Penalty: 3152.786621
	Iteration 26Q: 3 clusters Score -983966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -983968.375000 Penalty: 3152.786621
	Iteration 27Q: 3 clusters Score -983968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -983966.812500 Penalty: 3152.786621
	Iteration 28Q: 3 clusters Score -983966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -983966.812500 Penalty: 3152.786621
	Iteration 29F: 3 clusters Score -983966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -29778.578125 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -29778.58 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 343 members 
Entering Unmasked Estep 
Score: -28560.820312 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -28560.82 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28798.916016 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -28798.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28875.257812 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -28875.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28919.597656 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -28919.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28951.074219 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -28951.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28967.357422 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -28967.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28974.548828 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -28974.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28977.943359 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -28977.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28979.308594 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -28979.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28979.308594 Penalty: 2115.349854
	Iteration 9F: 3 clusters Score -28979.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -105710.562500 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -105710.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -103760.828125 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -103760.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -104188.171875 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -104188.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -104354.132812 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -104354.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -104450.304688 Penalty: 2439.106201
	Iteration 3F: 3 clusters Score -104450.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -104508.671875 Penalty: 2439.106201
	Iteration 4Q: 3 clusters Score -104508.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -104567.820312 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -104567.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -104622.640625 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -104622.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -104664.390625 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -104664.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -104694.406250 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -104694.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -104712.375000 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -104712.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -104731.625000 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -104731.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -104748.289062 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -104748.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -104761.484375 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -104761.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -104771.257812 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -104771.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -104781.367188 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -104781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -104793.585938 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -104793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -104801.992188 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -104802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -104806.640625 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -104806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -104808.515625 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -104808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104810.625000 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -104810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -104814.453125 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -104814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -104817.828125 Penalty: 2439.106201
	Iteration 21Q: 3 clusters Score -104817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -104821.031250 Penalty: 2439.106201
	Iteration 22Q: 3 clusters Score -104821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -104823.656250 Penalty: 2439.106201
	Iteration 23Q: 3 clusters Score -104823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -104823.656250 Penalty: 2439.106201
	Iteration 24F: 3 clusters Score -104823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Entering Unmasked Estep 
Score: -614834.500000 Penalty: 1507.841919
	Iteration 0F: 2 clusters Score -614834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -607236.812500 Penalty: 3015.683838
	Iteration 0F: 3 clusters Score -607236.8 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -609752.937500 Penalty: 3015.683838
	Iteration 1F: 3 clusters Score -609752.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -609999.375000 Penalty: 3015.683838
	Iteration 2F: 3 clusters Score -609999.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -610180.250000 Penalty: 3015.683838
	Iteration 3Q: 3 clusters Score -610180.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -610337.687500 Penalty: 3015.683838
	Iteration 4Q: 3 clusters Score -610337.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -610523.375000 Penalty: 3015.683838
	Iteration 5Q: 3 clusters Score -610523.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -610718.562500 Penalty: 3015.683838
	Iteration 6Q: 3 clusters Score -610718.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -610954.250000 Penalty: 3015.683838
	Iteration 7Q: 3 clusters Score -610954.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -611232.562500 Penalty: 3015.683838
	Iteration 8Q: 3 clusters Score -611232.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -611556.812500 Penalty: 3015.683838
	Iteration 9Q: 3 clusters Score -611556.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -611907.937500 Penalty: 3015.683838
	Iteration 10Q: 3 clusters Score -611907.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -612250.937500 Penalty: 3015.683838
	Iteration 11Q: 3 clusters Score -612250.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -612518.062500 Penalty: 3015.683838
	Iteration 12Q: 3 clusters Score -612518.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -612733.000000 Penalty: 3015.683838
	Iteration 13Q: 3 clusters Score -612733 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -612911.750000 Penalty: 3015.683838
	Iteration 14Q: 3 clusters Score -612911.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -613043.500000 Penalty: 3015.683838
	Iteration 15Q: 3 clusters Score -613043.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -613160.375000 Penalty: 3015.683838
	Iteration 16Q: 3 clusters Score -613160.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -613247.625000 Penalty: 3015.683838
	Iteration 17Q: 3 clusters Score -613247.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -613310.937500 Penalty: 3015.683838
	Iteration 18Q: 3 clusters Score -613310.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -613368.562500 Penalty: 3015.683838
	Iteration 19Q: 3 clusters Score -613368.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -613419.062500 Penalty: 3015.683838
	Iteration 20F: 3 clusters Score -613419.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -613455.312500 Penalty: 3015.683838
	Iteration 21Q: 3 clusters Score -613455.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -613492.062500 Penalty: 3015.683838
	Iteration 22Q: 3 clusters Score -613492.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -613537.687500 Penalty: 3015.683838
	Iteration 23Q: 3 clusters Score -613537.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -613577.062500 Penalty: 3015.683838
	Iteration 24Q: 3 clusters Score -613577.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -613600.875000 Penalty: 3015.683838
	Iteration 25Q: 3 clusters Score -613600.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -613620.750000 Penalty: 3015.683838
	Iteration 26Q: 3 clusters Score -613620.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -613644.812500 Penalty: 3015.683838
	Iteration 27Q: 3 clusters Score -613644.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -613667.187500 Penalty: 3015.683838
	Iteration 28Q: 3 clusters Score -613667.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -613700.750000 Penalty: 3015.683838
	Iteration 29Q: 3 clusters Score -613700.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -613741.562500 Penalty: 3015.683838
	Iteration 30Q: 3 clusters Score -613741.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -613766.437500 Penalty: 3015.683838
	Iteration 31Q: 3 clusters Score -613766.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -613786.562500 Penalty: 3015.683838
	Iteration 32Q: 3 clusters Score -613786.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -613808.187500 Penalty: 3015.683838
	Iteration 33Q: 3 clusters Score -613808.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -613826.312500 Penalty: 3015.683838
	Iteration 34Q: 3 clusters Score -613826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -613841.062500 Penalty: 3015.683838
	Iteration 35Q: 3 clusters Score -613841.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -613852.812500 Penalty: 3015.683838
	Iteration 36Q: 3 clusters Score -613852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -613863.375000 Penalty: 3015.683838
	Iteration 37Q: 3 clusters Score -613863.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -613880.437500 Penalty: 3015.683838
	Iteration 38Q: 3 clusters Score -613880.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -613895.000000 Penalty: 3015.683838
	Iteration 39Q: 3 clusters Score -613895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -613904.062500 Penalty: 3015.683838
	Iteration 40F: 3 clusters Score -613904.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -613917.562500 Penalty: 3015.683838
	Iteration 41Q: 3 clusters Score -613917.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -613928.562500 Penalty: 3015.683838
	Iteration 42Q: 3 clusters Score -613928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -613938.375000 Penalty: 3015.683838
	Iteration 43Q: 3 clusters Score -613938.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -613949.250000 Penalty: 3015.683838
	Iteration 44Q: 3 clusters Score -613949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -613955.125000 Penalty: 3015.683838
	Iteration 45Q: 3 clusters Score -613955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -613960.125000 Penalty: 3015.683838
	Iteration 46Q: 3 clusters Score -613960.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -613966.187500 Penalty: 3015.683838
	Iteration 47Q: 3 clusters Score -613966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -613975.062500 Penalty: 3015.683838
	Iteration 48Q: 3 clusters Score -613975.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -613981.000000 Penalty: 3015.683838
	Iteration 49Q: 3 clusters Score -613981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -613986.875000 Penalty: 3015.683838
	Iteration 50Q: 3 clusters Score -613986.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -613992.562500 Penalty: 3015.683838
	Iteration 51Q: 3 clusters Score -613992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -613997.125000 Penalty: 3015.683838
	Iteration 52Q: 3 clusters Score -613997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -614004.000000 Penalty: 3015.683838
	Iteration 53Q: 3 clusters Score -614004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -614014.875000 Penalty: 3015.683838
	Iteration 54Q: 3 clusters Score -614014.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -614028.875000 Penalty: 3015.683838
	Iteration 55Q: 3 clusters Score -614028.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -614040.000000 Penalty: 3015.683838
	Iteration 56Q: 3 clusters Score -614040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -614050.437500 Penalty: 3015.683838
	Iteration 57Q: 3 clusters Score -614050.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -614058.375000 Penalty: 3015.683838
	Iteration 58Q: 3 clusters Score -614058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -614060.562500 Penalty: 3015.683838
	Iteration 59Q: 3 clusters Score -614060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -614063.687500 Penalty: 3015.683838
	Iteration 60F: 3 clusters Score -614063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -614065.625000 Penalty: 3015.683838
	Iteration 61Q: 3 clusters Score -614065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -614069.562500 Penalty: 3015.683838
	Iteration 62Q: 3 clusters Score -614069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -614072.312500 Penalty: 3015.683838
	Iteration 63Q: 3 clusters Score -614072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -614071.750000 Penalty: 3015.683838
	Iteration 64Q: 3 clusters Score -614071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -614074.187500 Penalty: 3015.683838
	Iteration 65Q: 3 clusters Score -614074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -614075.875000 Penalty: 3015.683838
	Iteration 66Q: 3 clusters Score -614075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -614077.062500 Penalty: 3015.683838
	Iteration 67Q: 3 clusters Score -614077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -614076.375000 Penalty: 3015.683838
	Iteration 68Q: 3 clusters Score -614076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -614077.562500 Penalty: 3015.683838
	Iteration 69Q: 3 clusters Score -614077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -614077.562500 Penalty: 3015.683838
	Iteration 70F: 3 clusters Score -614077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -71380.679688 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -71380.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -69766.265625 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -69766.27 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -70124.421875 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -70124.42 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -70295.437500 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -70295.44 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -70481.640625 Penalty: 2340.380615
	Iteration 3F: 3 clusters Score -70481.64 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -70647.437500 Penalty: 2340.380615
	Iteration 4F: 3 clusters Score -70647.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -70821.945312 Penalty: 2340.380615
	Iteration 5F: 3 clusters Score -70821.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -70984.546875 Penalty: 2340.380615
	Iteration 6F: 3 clusters Score -70984.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -71049.320312 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -71049.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -71071.546875 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -71071.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -71082.125000 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -71082.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -71090.609375 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -71090.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -71093.046875 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -71093.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -71093.046875 Penalty: 2340.380615
	Iteration 12F: 3 clusters Score -71093.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -370908.812500 Penalty: 1414.750977
	Iteration 0F: 2 clusters Score -370908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -366256.281250 Penalty: 2829.501953
	Iteration 0F: 3 clusters Score -366256.3 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -367615.250000 Penalty: 2829.501953
	Iteration 1F: 3 clusters Score -367615.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -367867.000000 Penalty: 2829.501953
	Iteration 2F: 3 clusters Score -367867 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -368072.000000 Penalty: 2829.501953
	Iteration 3F: 3 clusters Score -368072 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -368268.187500 Penalty: 2829.501953
	Iteration 4F: 3 clusters Score -368268.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -368420.562500 Penalty: 2829.501953
	Iteration 5Q: 3 clusters Score -368420.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -368573.625000 Penalty: 2829.501953
	Iteration 6Q: 3 clusters Score -368573.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -368697.218750 Penalty: 2829.501953
	Iteration 7Q: 3 clusters Score -368697.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -368811.000000 Penalty: 2829.501953
	Iteration 8Q: 3 clusters Score -368811 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -368891.500000 Penalty: 2829.501953
	Iteration 9Q: 3 clusters Score -368891.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -368970.093750 Penalty: 2829.501953
	Iteration 10Q: 3 clusters Score -368970.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -369037.156250 Penalty: 2829.501953
	Iteration 11Q: 3 clusters Score -369037.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -369092.250000 Penalty: 2829.501953
	Iteration 12Q: 3 clusters Score -369092.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -369144.250000 Penalty: 2829.501953
	Iteration 13Q: 3 clusters Score -369144.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -369189.781250 Penalty: 2829.501953
	Iteration 14Q: 3 clusters Score -369189.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -369223.875000 Penalty: 2829.501953
	Iteration 15Q: 3 clusters Score -369223.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -369256.125000 Penalty: 2829.501953
	Iteration 16Q: 3 clusters Score -369256.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -369301.812500 Penalty: 2829.501953
	Iteration 17Q: 3 clusters Score -369301.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -369354.312500 Penalty: 2829.501953
	Iteration 18Q: 3 clusters Score -369354.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -369417.187500 Penalty: 2829.501953
	Iteration 19Q: 3 clusters Score -369417.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -369497.218750 Penalty: 2829.501953
	Iteration 20F: 3 clusters Score -369497.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -369555.812500 Penalty: 2829.501953
	Iteration 21Q: 3 clusters Score -369555.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -369588.187500 Penalty: 2829.501953
	Iteration 22Q: 3 clusters Score -369588.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -369613.437500 Penalty: 2829.501953
	Iteration 23Q: 3 clusters Score -369613.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -369628.968750 Penalty: 2829.501953
	Iteration 24Q: 3 clusters Score -369629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -369637.906250 Penalty: 2829.501953
	Iteration 25Q: 3 clusters Score -369637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -369643.031250 Penalty: 2829.501953
	Iteration 26Q: 3 clusters Score -369643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -369645.906250 Penalty: 2829.501953
	Iteration 27Q: 3 clusters Score -369645.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -369649.875000 Penalty: 2829.501953
	Iteration 28Q: 3 clusters Score -369649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -369653.250000 Penalty: 2829.501953
	Iteration 29Q: 3 clusters Score -369653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -369654.593750 Penalty: 2829.501953
	Iteration 30Q: 3 clusters Score -369654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -369655.406250 Penalty: 2829.501953
	Iteration 31Q: 3 clusters Score -369655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -369656.718750 Penalty: 2829.501953
	Iteration 32Q: 3 clusters Score -369656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -369658.093750 Penalty: 2829.501953
	Iteration 33Q: 3 clusters Score -369658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -369658.656250 Penalty: 2829.501953
	Iteration 34Q: 3 clusters Score -369658.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -369658.500000 Penalty: 2829.501953
	Iteration 35Q: 3 clusters Score -369658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -369659.687500 Penalty: 2829.501953
	Iteration 36Q: 3 clusters Score -369659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -369660.750000 Penalty: 2829.501953
	Iteration 37Q: 3 clusters Score -369660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -369663.031250 Penalty: 2829.501953
	Iteration 38Q: 3 clusters Score -369663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -369665.875000 Penalty: 2829.501953
	Iteration 39Q: 3 clusters Score -369665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -369666.531250 Penalty: 2829.501953
	Iteration 40F: 3 clusters Score -369666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -369669.625000 Penalty: 2829.501953
	Iteration 41Q: 3 clusters Score -369669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -369674.406250 Penalty: 2829.501953
	Iteration 42Q: 3 clusters Score -369674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -369676.343750 Penalty: 2829.501953
	Iteration 43Q: 3 clusters Score -369676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -369677.031250 Penalty: 2829.501953
	Iteration 44Q: 3 clusters Score -369677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -369679.125000 Penalty: 2829.501953
	Iteration 45Q: 3 clusters Score -369679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -369680.312500 Penalty: 2829.501953
	Iteration 46Q: 3 clusters Score -369680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -369680.843750 Penalty: 2829.501953
	Iteration 47Q: 3 clusters Score -369680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -369682.562500 Penalty: 2829.501953
	Iteration 48Q: 3 clusters Score -369682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -369683.375000 Penalty: 2829.501953
	Iteration 49Q: 3 clusters Score -369683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -369684.406250 Penalty: 2829.501953
	Iteration 50Q: 3 clusters Score -369684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -369684.531250 Penalty: 2829.501953
	Iteration 51Q: 3 clusters Score -369684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -369686.468750 Penalty: 2829.501953
	Iteration 52Q: 3 clusters Score -369686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -369685.812500 Penalty: 2829.501953
	Iteration 53Q: 3 clusters Score -369685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -369686.781250 Penalty: 2829.501953
	Iteration 54Q: 3 clusters Score -369686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -369686.500000 Penalty: 2829.501953
	Iteration 55Q: 3 clusters Score -369686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -369687.250000 Penalty: 2829.501953
	Iteration 56Q: 3 clusters Score -369687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -369687.625000 Penalty: 2829.501953
	Iteration 57Q: 3 clusters Score -369687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -369687.562500 Penalty: 2829.501953
	Iteration 58Q: 3 clusters Score -369687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -369687.562500 Penalty: 2829.501953
	Iteration 59F: 3 clusters Score -369687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -54056.804688 Penalty: 1112.800903
	Iteration 0F: 2 clusters Score -54056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52647.933594 Penalty: 2225.601807
	Iteration 0F: 3 clusters Score -52647.93 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -52861.179688 Penalty: 2225.601807
	Iteration 1F: 3 clusters Score -52861.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52921.535156 Penalty: 2225.601807
	Iteration 2F: 3 clusters Score -52921.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -52950.109375 Penalty: 2225.601807
	Iteration 3Q: 3 clusters Score -52950.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52961.628906 Penalty: 2225.601807
	Iteration 4Q: 3 clusters Score -52961.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -52964.734375 Penalty: 2225.601807
	Iteration 5Q: 3 clusters Score -52964.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52965.042969 Penalty: 2225.601807
	Iteration 6Q: 3 clusters Score -52965.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52966.210938 Penalty: 2225.601807
	Iteration 7Q: 3 clusters Score -52966.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52968.199219 Penalty: 2225.601807
	Iteration 8Q: 3 clusters Score -52968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52968.789062 Penalty: 2225.601807
	Iteration 9Q: 3 clusters Score -52968.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52968.789062 Penalty: 2225.601807
	Iteration 10F: 3 clusters Score -52968.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Entering Unmasked Estep 
Score: -414302.312500 Penalty: 1443.027344
	Iteration 0F: 2 clusters Score -414302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -408911.093750 Penalty: 2886.054688
	Iteration 0F: 3 clusters Score -408911.1 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -410653.562500 Penalty: 2886.054688
	Iteration 1F: 3 clusters Score -410653.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -410941.218750 Penalty: 2886.054688
	Iteration 2F: 3 clusters Score -410941.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -411231.687500 Penalty: 2886.054688
	Iteration 3F: 3 clusters Score -411231.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -411603.281250 Penalty: 2886.054688
	Iteration 4F: 3 clusters Score -411603.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -412084.093750 Penalty: 2886.054688
	Iteration 5F: 3 clusters Score -412084.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -412614.031250 Penalty: 2886.054688
	Iteration 6F: 3 clusters Score -412614 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -413163.500000 Penalty: 2886.054688
	Iteration 7F: 3 clusters Score -413163.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -413583.875000 Penalty: 2886.054688
	Iteration 8F: 3 clusters Score -413583.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -413855.312500 Penalty: 2886.054688
	Iteration 9Q: 3 clusters Score -413855.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -414003.656250 Penalty: 2886.054688
	Iteration 10Q: 3 clusters Score -414003.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -414140.906250 Penalty: 2886.054688
	Iteration 11Q: 3 clusters Score -414140.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -414249.750000 Penalty: 2886.054688
	Iteration 12Q: 3 clusters Score -414249.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -414321.687500 Penalty: 2886.054688
	Iteration 13Q: 3 clusters Score -414321.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -414368.062500 Penalty: 2886.054688
	Iteration 14Q: 3 clusters Score -414368.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -414392.968750 Penalty: 2886.054688
	Iteration 15Q: 3 clusters Score -414393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -414410.000000 Penalty: 2886.054688
	Iteration 16Q: 3 clusters Score -414410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -414421.000000 Penalty: 2886.054688
	Iteration 17Q: 3 clusters Score -414421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -414427.250000 Penalty: 2886.054688
	Iteration 18Q: 3 clusters Score -414427.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -414430.750000 Penalty: 2886.054688
	Iteration 19Q: 3 clusters Score -414430.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -414437.062500 Penalty: 2886.054688
	Iteration 20F: 3 clusters Score -414437.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -414441.281250 Penalty: 2886.054688
	Iteration 21Q: 3 clusters Score -414441.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -414443.062500 Penalty: 2886.054688
	Iteration 22Q: 3 clusters Score -414443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -414444.218750 Penalty: 2886.054688
	Iteration 23Q: 3 clusters Score -414444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -414444.156250 Penalty: 2886.054688
	Iteration 24Q: 3 clusters Score -414444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -414444.156250 Penalty: 2886.054688
	Iteration 25F: 3 clusters Score -414444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 54704 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16332 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 3765 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 8173 members 
Mstep: Class 29 contains 77337 members 
Mstep: Class 30 contains 20117 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 26196 members 
Mstep: Class 34 contains 21231 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 106794 members 
Mstep: Class 38 contains 3388 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1621 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 3423 members 
Entering Unmasked Estep 
Score: -30915974.000000 Penalty: 94501.125000
Splitting cluster 24 changes total score from -30916448.000000 to -30915974.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -147531.156250 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -147531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -145073.531250 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -145073.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -145635.468750 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -145635.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -145797.578125 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -145797.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -145897.359375 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -145897.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -145945.421875 Penalty: 2550.395996
	Iteration 4Q: 3 clusters Score -145945.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -145983.406250 Penalty: 2550.395996
	Iteration 5Q: 3 clusters Score -145983.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -146017.312500 Penalty: 2550.395996
	Iteration 6Q: 3 clusters Score -146017.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -146040.078125 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -146040.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -146060.031250 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -146060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -146082.453125 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -146082.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -146099.093750 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -146099.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -146117.734375 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -146117.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -146135.453125 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -146135.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146151.125000 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -146151.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -146170.765625 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -146170.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -146193.265625 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -146193.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -146211.421875 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -146211.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -146225.312500 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -146225.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -146237.156250 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -146237.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -146251.125000 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -146251.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -146260.218750 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -146260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -146271.500000 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -146271.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -146281.890625 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -146281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -146288.750000 Penalty: 2550.395996
	Iteration 23Q: 3 clusters Score -146288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -146292.609375 Penalty: 2550.395996
	Iteration 24Q: 3 clusters Score -146292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -146295.296875 Penalty: 2550.395996
	Iteration 25Q: 3 clusters Score -146295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146298.140625 Penalty: 2550.395996
	Iteration 26Q: 3 clusters Score -146298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -146299.375000 Penalty: 2550.395996
	Iteration 27Q: 3 clusters Score -146299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -146301.546875 Penalty: 2550.395996
	Iteration 28Q: 3 clusters Score -146301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -146304.546875 Penalty: 2550.395996
	Iteration 29Q: 3 clusters Score -146304.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -146308.937500 Penalty: 2550.395996
	Iteration 30Q: 3 clusters Score -146308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -146312.328125 Penalty: 2550.395996
	Iteration 31Q: 3 clusters Score -146312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -146317.500000 Penalty: 2550.395996
	Iteration 32Q: 3 clusters Score -146317.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -146321.234375 Penalty: 2550.395996
	Iteration 33Q: 3 clusters Score -146321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -146328.812500 Penalty: 2550.395996
	Iteration 34Q: 3 clusters Score -146328.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -146339.125000 Penalty: 2550.395996
	Iteration 35Q: 3 clusters Score -146339.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -146349.000000 Penalty: 2550.395996
	Iteration 36Q: 3 clusters Score -146349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146367.921875 Penalty: 2550.395996
	Iteration 37Q: 3 clusters Score -146367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -146379.500000 Penalty: 2550.395996
	Iteration 38Q: 3 clusters Score -146379.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146393.750000 Penalty: 2550.395996
	Iteration 39Q: 3 clusters Score -146393.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -146414.750000 Penalty: 2550.395996
	Iteration 40F: 3 clusters Score -146414.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -146439.062500 Penalty: 2550.395996
	Iteration 41Q: 3 clusters Score -146439.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -146463.890625 Penalty: 2550.395996
	Iteration 42Q: 3 clusters Score -146463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -146481.359375 Penalty: 2550.395996
	Iteration 43Q: 3 clusters Score -146481.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -146495.156250 Penalty: 2550.395996
	Iteration 44Q: 3 clusters Score -146495.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146506.031250 Penalty: 2550.395996
	Iteration 45Q: 3 clusters Score -146506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146515.062500 Penalty: 2550.395996
	Iteration 46Q: 3 clusters Score -146515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146520.500000 Penalty: 2550.395996
	Iteration 47Q: 3 clusters Score -146520.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -146526.609375 Penalty: 2550.395996
	Iteration 48Q: 3 clusters Score -146526.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -146537.781250 Penalty: 2550.395996
	Iteration 49Q: 3 clusters Score -146537.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -146542.796875 Penalty: 2550.395996
	Iteration 50Q: 3 clusters Score -146542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -146547.234375 Penalty: 2550.395996
	Iteration 51Q: 3 clusters Score -146547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -146550.625000 Penalty: 2550.395996
	Iteration 52Q: 3 clusters Score -146550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146553.656250 Penalty: 2550.395996
	Iteration 53Q: 3 clusters Score -146553.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -146560.312500 Penalty: 2550.395996
	Iteration 54Q: 3 clusters Score -146560.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -146564.703125 Penalty: 2550.395996
	Iteration 55Q: 3 clusters Score -146564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -146566.125000 Penalty: 2550.395996
	Iteration 56Q: 3 clusters Score -146566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -146566.937500 Penalty: 2550.395996
	Iteration 57Q: 3 clusters Score -146566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146567.500000 Penalty: 2550.395996
	Iteration 58Q: 3 clusters Score -146567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146567.500000 Penalty: 2550.395996
	Iteration 59F: 3 clusters Score -146567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -86604.976562 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -86604.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -84810.562500 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -84810.56 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85210.679688 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -85210.68 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -85347.117188 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -85347.12 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -85484.187500 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -85484.19 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -85686.257812 Penalty: 2388.917725
	Iteration 4F: 3 clusters Score -85686.26 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -85948.671875 Penalty: 2388.917725
	Iteration 5F: 3 clusters Score -85948.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -86197.976562 Penalty: 2388.917725
	Iteration 6F: 3 clusters Score -86197.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -86292.992188 Penalty: 2388.917725
	Iteration 7F: 3 clusters Score -86292.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -86325.632812 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -86325.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -86347.343750 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -86347.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -86364.085938 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -86364.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -86373.585938 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -86373.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -86378.812500 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -86378.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -86379.335938 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -86379.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -86379.335938 Penalty: 2388.917725
	Iteration 14F: 3 clusters Score -86379.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -241528.453125 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -241528.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -238135.828125 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -238135.8 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -239037.468750 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -239037.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -239196.687500 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -239196.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -239313.812500 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -239313.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -239413.796875 Penalty: 2703.194580
	Iteration 4Q: 3 clusters Score -239413.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -239496.453125 Penalty: 2703.194580
	Iteration 5Q: 3 clusters Score -239496.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -239584.046875 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -239584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -239670.062500 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -239670.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -239761.562500 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -239761.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -239836.062500 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -239836.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -239883.968750 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -239884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -239932.750000 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -239932.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239983.734375 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -239983.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -240038.640625 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -240038.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -240097.609375 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -240097.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -240135.546875 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -240135.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -240166.937500 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -240166.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -240207.609375 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -240207.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -240245.203125 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -240245.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -240280.875000 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -240280.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -240311.343750 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -240311.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -240330.531250 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -240330.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -240347.562500 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -240347.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -240361.875000 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -240361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -240373.437500 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -240373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -240379.968750 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -240380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -240382.609375 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -240382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -240388.234375 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -240388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -240391.328125 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -240391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -240395.609375 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -240395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -240398.218750 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -240398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -240398.859375 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -240398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -240399.640625 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -240399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -240401.328125 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -240401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -240402.015625 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -240402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -240402.015625 Penalty: 2703.194580
	Iteration 35F: 3 clusters Score -240402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Entering Unmasked Estep 
Score: -509794.187500 Penalty: 1463.896118
	Iteration 0F: 2 clusters Score -509794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -503819.312500 Penalty: 2927.792236
	Iteration 0F: 3 clusters Score -503819.3 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -505513.406250 Penalty: 2927.792236
	Iteration 1F: 3 clusters Score -505513.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -505716.375000 Penalty: 2927.792236
	Iteration 2F: 3 clusters Score -505716.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -505897.500000 Penalty: 2927.792236
	Iteration 3F: 3 clusters Score -505897.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -506108.937500 Penalty: 2927.792236
	Iteration 4F: 3 clusters Score -506108.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -506340.750000 Penalty: 2927.792236
	Iteration 5F: 3 clusters Score -506340.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -506616.156250 Penalty: 2927.792236
	Iteration 6F: 3 clusters Score -506616.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -506956.687500 Penalty: 2927.792236
	Iteration 7F: 3 clusters Score -506956.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -507318.843750 Penalty: 2927.792236
	Iteration 8F: 3 clusters Score -507318.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -507645.281250 Penalty: 2927.792236
	Iteration 9F: 3 clusters Score -507645.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -507900.531250 Penalty: 2927.792236
	Iteration 10Q: 3 clusters Score -507900.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -508089.468750 Penalty: 2927.792236
	Iteration 11Q: 3 clusters Score -508089.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -508219.375000 Penalty: 2927.792236
	Iteration 12Q: 3 clusters Score -508219.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -508306.406250 Penalty: 2927.792236
	Iteration 13Q: 3 clusters Score -508306.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -508364.187500 Penalty: 2927.792236
	Iteration 14Q: 3 clusters Score -508364.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -508402.781250 Penalty: 2927.792236
	Iteration 15Q: 3 clusters Score -508402.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -508431.187500 Penalty: 2927.792236
	Iteration 16Q: 3 clusters Score -508431.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -508457.093750 Penalty: 2927.792236
	Iteration 17Q: 3 clusters Score -508457.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -508477.468750 Penalty: 2927.792236
	Iteration 18Q: 3 clusters Score -508477.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -508494.562500 Penalty: 2927.792236
	Iteration 19Q: 3 clusters Score -508494.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -508503.812500 Penalty: 2927.792236
	Iteration 20F: 3 clusters Score -508503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -508510.937500 Penalty: 2927.792236
	Iteration 21Q: 3 clusters Score -508510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -508514.156250 Penalty: 2927.792236
	Iteration 22Q: 3 clusters Score -508514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -508518.781250 Penalty: 2927.792236
	Iteration 23Q: 3 clusters Score -508518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -508521.875000 Penalty: 2927.792236
	Iteration 24Q: 3 clusters Score -508521.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -508525.625000 Penalty: 2927.792236
	Iteration 25Q: 3 clusters Score -508525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -508528.250000 Penalty: 2927.792236
	Iteration 26Q: 3 clusters Score -508528.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -508530.625000 Penalty: 2927.792236
	Iteration 27Q: 3 clusters Score -508530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -508532.906250 Penalty: 2927.792236
	Iteration 28Q: 3 clusters Score -508532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -508535.125000 Penalty: 2927.792236
	Iteration 29Q: 3 clusters Score -508535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -508537.218750 Penalty: 2927.792236
	Iteration 30Q: 3 clusters Score -508537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -508539.593750 Penalty: 2927.792236
	Iteration 31Q: 3 clusters Score -508539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -508541.500000 Penalty: 2927.792236
	Iteration 32Q: 3 clusters Score -508541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -508543.968750 Penalty: 2927.792236
	Iteration 33Q: 3 clusters Score -508544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -508545.750000 Penalty: 2927.792236
	Iteration 34Q: 3 clusters Score -508545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -508546.718750 Penalty: 2927.792236
	Iteration 35Q: 3 clusters Score -508546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -508547.156250 Penalty: 2927.792236
	Iteration 36Q: 3 clusters Score -508547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -508549.718750 Penalty: 2927.792236
	Iteration 37Q: 3 clusters Score -508549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -508551.187500 Penalty: 2927.792236
	Iteration 38Q: 3 clusters Score -508551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -508551.406250 Penalty: 2927.792236
	Iteration 39Q: 3 clusters Score -508551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -508551.968750 Penalty: 2927.792236
	Iteration 40F: 3 clusters Score -508552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -508552.937500 Penalty: 2927.792236
	Iteration 41Q: 3 clusters Score -508552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -508552.937500 Penalty: 2927.792236
	Iteration 42F: 3 clusters Score -508552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Entering Unmasked Estep 
Score: -4685054.000000 Penalty: 1829.088257
	Iteration 0F: 2 clusters Score -4685054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4633296.500000 Penalty: 3658.176514
	Iteration 0F: 3 clusters Score -4633296 nChanged 36678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4654395.000000 Penalty: 3658.176514
	Iteration 1F: 3 clusters Score -4654395 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -4655074.500000 Penalty: 3658.176514
	Iteration 2Q: 3 clusters Score -4655074 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4656110.000000 Penalty: 3658.176514
	Iteration 3Q: 3 clusters Score -4656110 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4657604.000000 Penalty: 3658.176514
	Iteration 4Q: 3 clusters Score -4657604 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4659717.000000 Penalty: 3658.176514
	Iteration 5F: 3 clusters Score -4659717 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4662391.500000 Penalty: 3658.176514
	Iteration 6F: 3 clusters Score -4662392 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4665081.500000 Penalty: 3658.176514
	Iteration 7F: 3 clusters Score -4665082 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4667433.500000 Penalty: 3658.176514
	Iteration 8F: 3 clusters Score -4667434 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4669259.000000 Penalty: 3658.176514
	Iteration 9F: 3 clusters Score -4669259 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4670567.000000 Penalty: 3658.176514
	Iteration 10Q: 3 clusters Score -4670567 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4671680.000000 Penalty: 3658.176514
	Iteration 11Q: 3 clusters Score -4671680 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4672656.500000 Penalty: 3658.176514
	Iteration 12Q: 3 clusters Score -4672656 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4673614.500000 Penalty: 3658.176514
	Iteration 13Q: 3 clusters Score -4673614 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4674634.500000 Penalty: 3658.176514
	Iteration 14Q: 3 clusters Score -4674634 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4675841.500000 Penalty: 3658.176514
	Iteration 15Q: 3 clusters Score -4675842 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -4677229.000000 Penalty: 3658.176514
	Iteration 16Q: 3 clusters Score -4677229 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4678771.000000 Penalty: 3658.176514
	Iteration 17Q: 3 clusters Score -4678771 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4680220.000000 Penalty: 3658.176514
	Iteration 18Q: 3 clusters Score -4680220 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4681568.500000 Penalty: 3658.176514
	Iteration 19Q: 3 clusters Score -4681568 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4682427.000000 Penalty: 3658.176514
	Iteration 20F: 3 clusters Score -4682427 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4682924.500000 Penalty: 3658.176514
	Iteration 21Q: 3 clusters Score -4682924 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4683186.000000 Penalty: 3658.176514
	Iteration 22Q: 3 clusters Score -4683186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4683333.500000 Penalty: 3658.176514
	Iteration 23Q: 3 clusters Score -4683334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4683424.500000 Penalty: 3658.176514
	Iteration 24Q: 3 clusters Score -4683424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4683460.000000 Penalty: 3658.176514
	Iteration 25Q: 3 clusters Score -4683460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4683503.000000 Penalty: 3658.176514
	Iteration 26Q: 3 clusters Score -4683503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4683529.000000 Penalty: 3658.176514
	Iteration 27Q: 3 clusters Score -4683529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4683558.500000 Penalty: 3658.176514
	Iteration 28Q: 3 clusters Score -4683558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4683563.000000 Penalty: 3658.176514
	Iteration 29Q: 3 clusters Score -4683563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4683575.500000 Penalty: 3658.176514
	Iteration 30Q: 3 clusters Score -4683576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4683578.500000 Penalty: 3658.176514
	Iteration 31Q: 3 clusters Score -4683578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4683579.500000 Penalty: 3658.176514
	Iteration 32Q: 3 clusters Score -4683580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4683590.000000 Penalty: 3658.176514
	Iteration 33Q: 3 clusters Score -4683590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4683588.000000 Penalty: 3658.176514
	Iteration 34Q: 3 clusters Score -4683588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4683591.500000 Penalty: 3658.176514
	Iteration 35Q: 3 clusters Score -4683592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4683591.000000 Penalty: 3658.176514
	Iteration 36Q: 3 clusters Score -4683591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4683593.000000 Penalty: 3658.176514
	Iteration 37Q: 3 clusters Score -4683593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4683595.500000 Penalty: 3658.176514
	Iteration 38Q: 3 clusters Score -4683596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4683596.500000 Penalty: 3658.176514
	Iteration 39Q: 3 clusters Score -4683596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4683589.500000 Penalty: 3658.176514
	Iteration 40F: 3 clusters Score -4683590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4683597.000000 Penalty: 3658.176514
	Iteration 41Q: 3 clusters Score -4683597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4683595.500000 Penalty: 3658.176514
	Iteration 42Q: 3 clusters Score -4683596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4683593.000000 Penalty: 3658.176514
	Iteration 43Q: 3 clusters Score -4683593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4683599.000000 Penalty: 3658.176514
	Iteration 44Q: 3 clusters Score -4683599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4683599.000000 Penalty: 3658.176514
	Iteration 45F: 3 clusters Score -4683599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Entering Unmasked Estep 
Score: -1033093.937500 Penalty: 1610.264648
	Iteration 0F: 2 clusters Score -1033094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1019385.250000 Penalty: 3220.529297
	Iteration 0F: 3 clusters Score -1019385 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1024546.937500 Penalty: 3220.529297
	Iteration 1F: 3 clusters Score -1024547 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1025192.375000 Penalty: 3220.529297
	Iteration 2F: 3 clusters Score -1025192 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1025816.812500 Penalty: 3220.529297
	Iteration 3F: 3 clusters Score -1025817 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1026465.750000 Penalty: 3220.529297
	Iteration 4F: 3 clusters Score -1026466 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1027209.125000 Penalty: 3220.529297
	Iteration 5F: 3 clusters Score -1027209 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1027956.500000 Penalty: 3220.529297
	Iteration 6F: 3 clusters Score -1027956 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1028616.625000 Penalty: 3220.529297
	Iteration 7F: 3 clusters Score -1028617 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1029262.312500 Penalty: 3220.529297
	Iteration 8Q: 3 clusters Score -1029262 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1029800.125000 Penalty: 3220.529297
	Iteration 9Q: 3 clusters Score -1029800 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1030240.750000 Penalty: 3220.529297
	Iteration 10Q: 3 clusters Score -1030241 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1030578.937500 Penalty: 3220.529297
	Iteration 11Q: 3 clusters Score -1030579 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1030843.750000 Penalty: 3220.529297
	Iteration 12Q: 3 clusters Score -1030844 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1031071.250000 Penalty: 3220.529297
	Iteration 13Q: 3 clusters Score -1031071 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1031273.812500 Penalty: 3220.529297
	Iteration 14Q: 3 clusters Score -1031274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1031432.937500 Penalty: 3220.529297
	Iteration 15Q: 3 clusters Score -1031433 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1031530.125000 Penalty: 3220.529297
	Iteration 16Q: 3 clusters Score -1031530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1031604.250000 Penalty: 3220.529297
	Iteration 17Q: 3 clusters Score -1031604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1031662.062500 Penalty: 3220.529297
	Iteration 18Q: 3 clusters Score -1031662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1031703.687500 Penalty: 3220.529297
	Iteration 19Q: 3 clusters Score -1031704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1031732.875000 Penalty: 3220.529297
	Iteration 20F: 3 clusters Score -1031733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1031764.000000 Penalty: 3220.529297
	Iteration 21Q: 3 clusters Score -1031764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1031788.937500 Penalty: 3220.529297
	Iteration 22Q: 3 clusters Score -1031789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1031804.312500 Penalty: 3220.529297
	Iteration 23Q: 3 clusters Score -1031804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1031818.250000 Penalty: 3220.529297
	Iteration 24Q: 3 clusters Score -1031818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1031829.937500 Penalty: 3220.529297
	Iteration 25Q: 3 clusters Score -1031830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1031835.000000 Penalty: 3220.529297
	Iteration 26Q: 3 clusters Score -1031835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1031836.500000 Penalty: 3220.529297
	Iteration 27Q: 3 clusters Score -1031836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1031840.812500 Penalty: 3220.529297
	Iteration 28Q: 3 clusters Score -1031841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1031841.937500 Penalty: 3220.529297
	Iteration 29Q: 3 clusters Score -1031842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1031843.625000 Penalty: 3220.529297
	Iteration 30Q: 3 clusters Score -1031844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1031845.125000 Penalty: 3220.529297
	Iteration 31Q: 3 clusters Score -1031845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1031846.125000 Penalty: 3220.529297
	Iteration 32Q: 3 clusters Score -1031846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1031848.625000 Penalty: 3220.529297
	Iteration 33Q: 3 clusters Score -1031849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1031851.187500 Penalty: 3220.529297
	Iteration 34Q: 3 clusters Score -1031851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1031854.062500 Penalty: 3220.529297
	Iteration 35Q: 3 clusters Score -1031854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1031857.812500 Penalty: 3220.529297
	Iteration 36Q: 3 clusters Score -1031858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1031858.750000 Penalty: 3220.529297
	Iteration 37Q: 3 clusters Score -1031859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1031862.375000 Penalty: 3220.529297
	Iteration 38Q: 3 clusters Score -1031862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1031866.500000 Penalty: 3220.529297
	Iteration 39Q: 3 clusters Score -1031866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1031868.000000 Penalty: 3220.529297
	Iteration 40F: 3 clusters Score -1031868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1031868.750000 Penalty: 3220.529297
	Iteration 41Q: 3 clusters Score -1031869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1031868.500000 Penalty: 3220.529297
	Iteration 42Q: 3 clusters Score -1031868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1031870.437500 Penalty: 3220.529297
	Iteration 43Q: 3 clusters Score -1031870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1031872.250000 Penalty: 3220.529297
	Iteration 44Q: 3 clusters Score -1031872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1031872.250000 Penalty: 3220.529297
	Iteration 45F: 3 clusters Score -1031872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -306370.562500 Penalty: 1396.640259
	Iteration 0F: 2 clusters Score -306370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -302119.968750 Penalty: 2793.280518
	Iteration 0F: 3 clusters Score -302120 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -303421.750000 Penalty: 2793.280518
	Iteration 1F: 3 clusters Score -303421.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -303740.250000 Penalty: 2793.280518
	Iteration 2F: 3 clusters Score -303740.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -303989.843750 Penalty: 2793.280518
	Iteration 3F: 3 clusters Score -303989.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -304221.250000 Penalty: 2793.280518
	Iteration 4F: 3 clusters Score -304221.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -304493.468750 Penalty: 2793.280518
	Iteration 5F: 3 clusters Score -304493.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -304803.906250 Penalty: 2793.280518
	Iteration 6F: 3 clusters Score -304803.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -305054.968750 Penalty: 2793.280518
	Iteration 7F: 3 clusters Score -305055 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -305221.312500 Penalty: 2793.280518
	Iteration 8Q: 3 clusters Score -305221.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -305307.000000 Penalty: 2793.280518
	Iteration 9Q: 3 clusters Score -305307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -305367.812500 Penalty: 2793.280518
	Iteration 10Q: 3 clusters Score -305367.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -305418.000000 Penalty: 2793.280518
	Iteration 11Q: 3 clusters Score -305418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -305470.000000 Penalty: 2793.280518
	Iteration 12Q: 3 clusters Score -305470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -305521.781250 Penalty: 2793.280518
	Iteration 13Q: 3 clusters Score -305521.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -305583.406250 Penalty: 2793.280518
	Iteration 14Q: 3 clusters Score -305583.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -305611.468750 Penalty: 2793.280518
	Iteration 15Q: 3 clusters Score -305611.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -305623.500000 Penalty: 2793.280518
	Iteration 16Q: 3 clusters Score -305623.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -305629.218750 Penalty: 2793.280518
	Iteration 17Q: 3 clusters Score -305629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -305630.562500 Penalty: 2793.280518
	Iteration 18Q: 3 clusters Score -305630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -305631.781250 Penalty: 2793.280518
	Iteration 19Q: 3 clusters Score -305631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -305631.562500 Penalty: 2793.280518
	Iteration 20F: 3 clusters Score -305631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -305632.500000 Penalty: 2793.280518
	Iteration 21Q: 3 clusters Score -305632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -305632.093750 Penalty: 2793.280518
	Iteration 22Q: 3 clusters Score -305632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -305632.093750 Penalty: 2793.280518
	Iteration 23F: 3 clusters Score -305632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -105274.828125 Penalty: 1271.342529
	Iteration 0F: 2 clusters Score -105274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -102896.390625 Penalty: 2542.685059
	Iteration 0F: 3 clusters Score -102896.4 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -103673.656250 Penalty: 2542.685059
	Iteration 1F: 3 clusters Score -103673.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -104053.015625 Penalty: 2542.685059
	Iteration 2F: 3 clusters Score -104053 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -104420.929688 Penalty: 2542.685059
	Iteration 3F: 3 clusters Score -104420.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -104732.312500 Penalty: 2542.685059
	Iteration 4F: 3 clusters Score -104732.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -104945.437500 Penalty: 2542.685059
	Iteration 5F: 3 clusters Score -104945.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -105058.054688 Penalty: 2542.685059
	Iteration 6Q: 3 clusters Score -105058.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -105132.585938 Penalty: 2542.685059
	Iteration 7Q: 3 clusters Score -105132.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -105182.414062 Penalty: 2542.685059
	Iteration 8Q: 3 clusters Score -105182.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -105223.101562 Penalty: 2542.685059
	Iteration 9Q: 3 clusters Score -105223.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -105245.429688 Penalty: 2542.685059
	Iteration 10Q: 3 clusters Score -105245.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -105258.015625 Penalty: 2542.685059
	Iteration 11Q: 3 clusters Score -105258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -105265.929688 Penalty: 2542.685059
	Iteration 12Q: 3 clusters Score -105265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -105276.906250 Penalty: 2542.685059
	Iteration 13Q: 3 clusters Score -105276.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -105285.085938 Penalty: 2542.685059
	Iteration 14Q: 3 clusters Score -105285.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -105293.820312 Penalty: 2542.685059
	Iteration 15Q: 3 clusters Score -105293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -105296.093750 Penalty: 2542.685059
	Iteration 16Q: 3 clusters Score -105296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -105297.046875 Penalty: 2542.685059
	Iteration 17Q: 3 clusters Score -105297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -105297.609375 Penalty: 2542.685059
	Iteration 18Q: 3 clusters Score -105297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -105298.664062 Penalty: 2542.685059
	Iteration 19Q: 3 clusters Score -105298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -105298.960938 Penalty: 2542.685059
	Iteration 20F: 3 clusters Score -105299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 54704 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16332 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 8173 members 
Mstep: Class 29 contains 77337 members 
Mstep: Class 30 contains 20117 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 539 members 
Mstep: Class 33 contains 26196 members 
Mstep: Class 34 contains 21231 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 106794 members 
Mstep: Class 38 contains 3388 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1621 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 1960 members 
Entering Unmasked Estep 
Score: -30915690.000000 Penalty: 94501.125000
Splitting cluster 32 changes total score from -30916448.000000 to -30915690.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (26196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Entering Unmasked Estep 
Score: -1587941.375000 Penalty: 1653.171265
	Iteration 0F: 2 clusters Score -1587941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1570226.250000 Penalty: 3306.342529
	Iteration 0F: 3 clusters Score -1570226 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1576837.625000 Penalty: 3306.342529
	Iteration 1F: 3 clusters Score -1576838 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1577278.125000 Penalty: 3306.342529
	Iteration 2Q: 3 clusters Score -1577278 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1577695.625000 Penalty: 3306.342529
	Iteration 3Q: 3 clusters Score -1577696 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1578134.125000 Penalty: 3306.342529
	Iteration 4Q: 3 clusters Score -1578134 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1578604.875000 Penalty: 3306.342529
	Iteration 5Q: 3 clusters Score -1578605 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1579054.750000 Penalty: 3306.342529
	Iteration 6Q: 3 clusters Score -1579055 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1579556.875000 Penalty: 3306.342529
	Iteration 7Q: 3 clusters Score -1579557 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1580106.750000 Penalty: 3306.342529
	Iteration 8Q: 3 clusters Score -1580107 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1580688.250000 Penalty: 3306.342529
	Iteration 9Q: 3 clusters Score -1580688 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1581273.000000 Penalty: 3306.342529
	Iteration 10Q: 3 clusters Score -1581273 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1581760.750000 Penalty: 3306.342529
	Iteration 11Q: 3 clusters Score -1581761 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1582136.625000 Penalty: 3306.342529
	Iteration 12Q: 3 clusters Score -1582137 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1582385.125000 Penalty: 3306.342529
	Iteration 13Q: 3 clusters Score -1582385 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1582522.500000 Penalty: 3306.342529
	Iteration 14Q: 3 clusters Score -1582522 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1582604.125000 Penalty: 3306.342529
	Iteration 15Q: 3 clusters Score -1582604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1582661.625000 Penalty: 3306.342529
	Iteration 16Q: 3 clusters Score -1582662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1582696.500000 Penalty: 3306.342529
	Iteration 17Q: 3 clusters Score -1582696 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1582738.375000 Penalty: 3306.342529
	Iteration 18Q: 3 clusters Score -1582738 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1582778.125000 Penalty: 3306.342529
	Iteration 19Q: 3 clusters Score -1582778 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1582833.500000 Penalty: 3306.342529
	Iteration 20F: 3 clusters Score -1582834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1582874.375000 Penalty: 3306.342529
	Iteration 21Q: 3 clusters Score -1582874 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1582931.875000 Penalty: 3306.342529
	Iteration 22Q: 3 clusters Score -1582932 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1582997.625000 Penalty: 3306.342529
	Iteration 23Q: 3 clusters Score -1582998 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1583078.750000 Penalty: 3306.342529
	Iteration 24Q: 3 clusters Score -1583079 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1583156.000000 Penalty: 3306.342529
	Iteration 25Q: 3 clusters Score -1583156 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1583240.500000 Penalty: 3306.342529
	Iteration 26Q: 3 clusters Score -1583240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1583355.500000 Penalty: 3306.342529
	Iteration 27Q: 3 clusters Score -1583356 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1583449.375000 Penalty: 3306.342529
	Iteration 28Q: 3 clusters Score -1583449 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1583557.750000 Penalty: 3306.342529
	Iteration 29Q: 3 clusters Score -1583558 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1583654.750000 Penalty: 3306.342529
	Iteration 30Q: 3 clusters Score -1583655 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1583757.750000 Penalty: 3306.342529
	Iteration 31Q: 3 clusters Score -1583758 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1583878.750000 Penalty: 3306.342529
	Iteration 32Q: 3 clusters Score -1583879 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1584006.250000 Penalty: 3306.342529
	Iteration 33Q: 3 clusters Score -1584006 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -1584168.000000 Penalty: 3306.342529
	Iteration 34Q: 3 clusters Score -1584168 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -1584332.625000 Penalty: 3306.342529
	Iteration 35Q: 3 clusters Score -1584333 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1584516.125000 Penalty: 3306.342529
	Iteration 36Q: 3 clusters Score -1584516 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -1584690.000000 Penalty: 3306.342529
	Iteration 37Q: 3 clusters Score -1584690 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -1584905.375000 Penalty: 3306.342529
	Iteration 38Q: 3 clusters Score -1584905 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -1585130.750000 Penalty: 3306.342529
	Iteration 39Q: 3 clusters Score -1585131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1585325.375000 Penalty: 3306.342529
	Iteration 40F: 3 clusters Score -1585325 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1585493.250000 Penalty: 3306.342529
	Iteration 41Q: 3 clusters Score -1585493 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -1585659.125000 Penalty: 3306.342529
	Iteration 42Q: 3 clusters Score -1585659 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -1585806.125000 Penalty: 3306.342529
	Iteration 43Q: 3 clusters Score -1585806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -1585953.000000 Penalty: 3306.342529
	Iteration 44Q: 3 clusters Score -1585953 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -1586110.500000 Penalty: 3306.342529
	Iteration 45Q: 3 clusters Score -1586110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -1586228.250000 Penalty: 3306.342529
	Iteration 46Q: 3 clusters Score -1586228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -1586334.000000 Penalty: 3306.342529
	Iteration 47Q: 3 clusters Score -1586334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -1586422.000000 Penalty: 3306.342529
	Iteration 48Q: 3 clusters Score -1586422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1586469.125000 Penalty: 3306.342529
	Iteration 49Q: 3 clusters Score -1586469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -1586513.375000 Penalty: 3306.342529
	Iteration 50Q: 3 clusters Score -1586513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -1586544.000000 Penalty: 3306.342529
	Iteration 51Q: 3 clusters Score -1586544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -1586569.750000 Penalty: 3306.342529
	Iteration 52Q: 3 clusters Score -1586570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -1586587.750000 Penalty: 3306.342529
	Iteration 53Q: 3 clusters Score -1586588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -1586610.250000 Penalty: 3306.342529
	Iteration 54Q: 3 clusters Score -1586610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -1586625.500000 Penalty: 3306.342529
	Iteration 55Q: 3 clusters Score -1586626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -1586627.125000 Penalty: 3306.342529
	Iteration 56Q: 3 clusters Score -1586627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -1586631.750000 Penalty: 3306.342529
	Iteration 57Q: 3 clusters Score -1586632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -1586633.500000 Penalty: 3306.342529
	Iteration 58Q: 3 clusters Score -1586634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1586634.875000 Penalty: 3306.342529
	Iteration 59Q: 3 clusters Score -1586635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1586634.875000 Penalty: 3306.342529
	Iteration 60F: 3 clusters Score -1586635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (21231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Entering Unmasked Estep 
Score: -1295193.875000 Penalty: 1619.022827
	Iteration 0F: 2 clusters Score -1295194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1280670.750000 Penalty: 3238.045654
	Iteration 0F: 3 clusters Score -1280671 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1285955.625000 Penalty: 3238.045654
	Iteration 1F: 3 clusters Score -1285956 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1286229.875000 Penalty: 3238.045654
	Iteration 2Q: 3 clusters Score -1286230 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1286485.375000 Penalty: 3238.045654
	Iteration 3Q: 3 clusters Score -1286485 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1286735.500000 Penalty: 3238.045654
	Iteration 4Q: 3 clusters Score -1286736 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1287017.250000 Penalty: 3238.045654
	Iteration 5Q: 3 clusters Score -1287017 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1287358.375000 Penalty: 3238.045654
	Iteration 6Q: 3 clusters Score -1287358 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1287774.875000 Penalty: 3238.045654
	Iteration 7Q: 3 clusters Score -1287775 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1288273.500000 Penalty: 3238.045654
	Iteration 8Q: 3 clusters Score -1288274 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1288953.250000 Penalty: 3238.045654
	Iteration 9F: 3 clusters Score -1288953 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1289876.500000 Penalty: 3238.045654
	Iteration 10F: 3 clusters Score -1289876 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1290883.000000 Penalty: 3238.045654
	Iteration 11F: 3 clusters Score -1290883 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1291815.250000 Penalty: 3238.045654
	Iteration 12F: 3 clusters Score -1291815 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1292566.625000 Penalty: 3238.045654
	Iteration 13Q: 3 clusters Score -1292567 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1293088.500000 Penalty: 3238.045654
	Iteration 14Q: 3 clusters Score -1293088 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1293510.375000 Penalty: 3238.045654
	Iteration 15Q: 3 clusters Score -1293510 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1293854.000000 Penalty: 3238.045654
	Iteration 16Q: 3 clusters Score -1293854 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1294040.375000 Penalty: 3238.045654
	Iteration 17Q: 3 clusters Score -1294040 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1294141.750000 Penalty: 3238.045654
	Iteration 18Q: 3 clusters Score -1294142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1294189.250000 Penalty: 3238.045654
	Iteration 19Q: 3 clusters Score -1294189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1294212.125000 Penalty: 3238.045654
	Iteration 20F: 3 clusters Score -1294212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1294227.500000 Penalty: 3238.045654
	Iteration 21Q: 3 clusters Score -1294228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1294246.875000 Penalty: 3238.045654
	Iteration 22Q: 3 clusters Score -1294247 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1294257.875000 Penalty: 3238.045654
	Iteration 23Q: 3 clusters Score -1294258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1294263.500000 Penalty: 3238.045654
	Iteration 24Q: 3 clusters Score -1294264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1294272.500000 Penalty: 3238.045654
	Iteration 25Q: 3 clusters Score -1294272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1294275.125000 Penalty: 3238.045654
	Iteration 26Q: 3 clusters Score -1294275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1294277.000000 Penalty: 3238.045654
	Iteration 27Q: 3 clusters Score -1294277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1294280.875000 Penalty: 3238.045654
	Iteration 28Q: 3 clusters Score -1294281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1294280.875000 Penalty: 3238.045654
	Iteration 29Q: 3 clusters Score -1294281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1294280.000000 Penalty: 3238.045654
	Iteration 30Q: 3 clusters Score -1294280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1294285.125000 Penalty: 3238.045654
	Iteration 31Q: 3 clusters Score -1294285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1294286.750000 Penalty: 3238.045654
	Iteration 32Q: 3 clusters Score -1294287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1294285.250000 Penalty: 3238.045654
	Iteration 33Q: 3 clusters Score -1294285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1294289.625000 Penalty: 3238.045654
	Iteration 34Q: 3 clusters Score -1294290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1294295.125000 Penalty: 3238.045654
	Iteration 35Q: 3 clusters Score -1294295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1294296.125000 Penalty: 3238.045654
	Iteration 36Q: 3 clusters Score -1294296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1294293.375000 Penalty: 3238.045654
	Iteration 37Q: 3 clusters Score -1294293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1294297.750000 Penalty: 3238.045654
	Iteration 38Q: 3 clusters Score -1294298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1294299.000000 Penalty: 3238.045654
	Iteration 39Q: 3 clusters Score -1294299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1294297.625000 Penalty: 3238.045654
	Iteration 40F: 3 clusters Score -1294298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1294299.000000 Penalty: 3238.045654
	Iteration 41Q: 3 clusters Score -1294299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1294299.875000 Penalty: 3238.045654
	Iteration 42Q: 3 clusters Score -1294300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1294300.250000 Penalty: 3238.045654
	Iteration 43Q: 3 clusters Score -1294300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1294300.625000 Penalty: 3238.045654
	Iteration 44Q: 3 clusters Score -1294301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1294299.250000 Penalty: 3238.045654
	Iteration 45Q: 3 clusters Score -1294299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1294299.250000 Penalty: 3238.045654
	Iteration 46F: 3 clusters Score -1294299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -214138.984375 Penalty: 1338.762207
	Iteration 0F: 2 clusters Score -214139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -210929.140625 Penalty: 2677.524414
	Iteration 0F: 3 clusters Score -210929.1 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -211772.687500 Penalty: 2677.524414
	Iteration 1F: 3 clusters Score -211772.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -211975.156250 Penalty: 2677.524414
	Iteration 2F: 3 clusters Score -211975.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -212135.000000 Penalty: 2677.524414
	Iteration 3F: 3 clusters Score -212135 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -212311.812500 Penalty: 2677.524414
	Iteration 4F: 3 clusters Score -212311.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -212489.296875 Penalty: 2677.524414
	Iteration 5F: 3 clusters Score -212489.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -212661.500000 Penalty: 2677.524414
	Iteration 6F: 3 clusters Score -212661.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -212796.640625 Penalty: 2677.524414
	Iteration 7Q: 3 clusters Score -212796.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -212892.156250 Penalty: 2677.524414
	Iteration 8Q: 3 clusters Score -212892.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -212972.031250 Penalty: 2677.524414
	Iteration 9Q: 3 clusters Score -212972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -213029.640625 Penalty: 2677.524414
	Iteration 10Q: 3 clusters Score -213029.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -213069.046875 Penalty: 2677.524414
	Iteration 11Q: 3 clusters Score -213069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -213104.765625 Penalty: 2677.524414
	Iteration 12Q: 3 clusters Score -213104.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -213141.031250 Penalty: 2677.524414
	Iteration 13Q: 3 clusters Score -213141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -213163.984375 Penalty: 2677.524414
	Iteration 14Q: 3 clusters Score -213164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -213185.531250 Penalty: 2677.524414
	Iteration 15Q: 3 clusters Score -213185.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -213206.937500 Penalty: 2677.524414
	Iteration 16Q: 3 clusters Score -213206.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -213226.093750 Penalty: 2677.524414
	Iteration 17Q: 3 clusters Score -213226.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -213244.375000 Penalty: 2677.524414
	Iteration 18Q: 3 clusters Score -213244.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -213253.703125 Penalty: 2677.524414
	Iteration 19Q: 3 clusters Score -213253.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -213262.921875 Penalty: 2677.524414
	Iteration 20F: 3 clusters Score -213262.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -213271.703125 Penalty: 2677.524414
	Iteration 21Q: 3 clusters Score -213271.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -213281.437500 Penalty: 2677.524414
	Iteration 22Q: 3 clusters Score -213281.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -213293.375000 Penalty: 2677.524414
	Iteration 23Q: 3 clusters Score -213293.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -213303.781250 Penalty: 2677.524414
	Iteration 24Q: 3 clusters Score -213303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -213311.234375 Penalty: 2677.524414
	Iteration 25Q: 3 clusters Score -213311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -213321.250000 Penalty: 2677.524414
	Iteration 26Q: 3 clusters Score -213321.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -213331.078125 Penalty: 2677.524414
	Iteration 27Q: 3 clusters Score -213331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -213340.140625 Penalty: 2677.524414
	Iteration 28Q: 3 clusters Score -213340.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -213351.437500 Penalty: 2677.524414
	Iteration 29Q: 3 clusters Score -213351.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -213370.453125 Penalty: 2677.524414
	Iteration 30Q: 3 clusters Score -213370.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -213405.593750 Penalty: 2677.524414
	Iteration 31Q: 3 clusters Score -213405.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -213466.218750 Penalty: 2677.524414
	Iteration 32Q: 3 clusters Score -213466.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -213544.484375 Penalty: 2677.524414
	Iteration 33Q: 3 clusters Score -213544.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -213617.718750 Penalty: 2677.524414
	Iteration 34Q: 3 clusters Score -213617.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -213665.984375 Penalty: 2677.524414
	Iteration 35Q: 3 clusters Score -213666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -213687.468750 Penalty: 2677.524414
	Iteration 36Q: 3 clusters Score -213687.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -213697.921875 Penalty: 2677.524414
	Iteration 37Q: 3 clusters Score -213697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -213701.984375 Penalty: 2677.524414
	Iteration 38Q: 3 clusters Score -213702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -213703.593750 Penalty: 2677.524414
	Iteration 39Q: 3 clusters Score -213703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -213704.000000 Penalty: 2677.524414
	Iteration 40F: 3 clusters Score -213704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -213704.140625 Penalty: 2677.524414
	Iteration 41Q: 3 clusters Score -213704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -213704.343750 Penalty: 2677.524414
	Iteration 42Q: 3 clusters Score -213704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -213704.500000 Penalty: 2677.524414
	Iteration 43Q: 3 clusters Score -213704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -213704.500000 Penalty: 2677.524414
	Iteration 44F: 3 clusters Score -213704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -67141.898438 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -67141.9 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 593 members 
Entering Unmasked Estep 
Score: -65600.273438 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -65600.27 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -65873.679688 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -65873.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -65938.226562 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -65938.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -65979.101562 Penalty: 2301.281982
	Iteration 3Q: 3 clusters Score -65979.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -66020.039062 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -66020.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66060.281250 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -66060.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -66092.335938 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -66092.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66116.257812 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -66116.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66126.289062 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -66126.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66142.281250 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -66142.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66154.671875 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -66154.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -66170.312500 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -66170.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66181.171875 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -66181.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -66192.273438 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -66192.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66204.593750 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -66204.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66217.710938 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -66217.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66227.710938 Penalty: 2301.281982
	Iteration 16Q: 3 clusters Score -66227.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66231.023438 Penalty: 2301.281982
	Iteration 17Q: 3 clusters Score -66231.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66234.546875 Penalty: 2301.281982
	Iteration 18Q: 3 clusters Score -66234.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66241.593750 Penalty: 2301.281982
	Iteration 19Q: 3 clusters Score -66241.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66252.593750 Penalty: 2301.281982
	Iteration 20F: 3 clusters Score -66252.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -66276.132812 Penalty: 2301.281982
	Iteration 21Q: 3 clusters Score -66276.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66297.156250 Penalty: 2301.281982
	Iteration 22Q: 3 clusters Score -66297.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66317.562500 Penalty: 2301.281982
	Iteration 23Q: 3 clusters Score -66317.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66336.007812 Penalty: 2301.281982
	Iteration 24Q: 3 clusters Score -66336.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66352.429688 Penalty: 2301.281982
	Iteration 25Q: 3 clusters Score -66352.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -66365.203125 Penalty: 2301.281982
	Iteration 26Q: 3 clusters Score -66365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66382.015625 Penalty: 2301.281982
	Iteration 27Q: 3 clusters Score -66382.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -66395.164062 Penalty: 2301.281982
	Iteration 28Q: 3 clusters Score -66395.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66403.210938 Penalty: 2301.281982
	Iteration 29Q: 3 clusters Score -66403.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -66410.023438 Penalty: 2301.281982
	Iteration 30Q: 3 clusters Score -66410.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -66417.187500 Penalty: 2301.281982
	Iteration 31Q: 3 clusters Score -66417.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -66424.250000 Penalty: 2301.281982
	Iteration 32Q: 3 clusters Score -66424.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -66429.828125 Penalty: 2301.281982
	Iteration 33Q: 3 clusters Score -66429.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66436.765625 Penalty: 2301.281982
	Iteration 34Q: 3 clusters Score -66436.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66447.039062 Penalty: 2301.281982
	Iteration 35Q: 3 clusters Score -66447.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -66454.609375 Penalty: 2301.281982
	Iteration 36Q: 3 clusters Score -66454.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -66460.234375 Penalty: 2301.281982
	Iteration 37Q: 3 clusters Score -66460.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66463.835938 Penalty: 2301.281982
	Iteration 38Q: 3 clusters Score -66463.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -66465.382812 Penalty: 2301.281982
	Iteration 39Q: 3 clusters Score -66465.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66466.554688 Penalty: 2301.281982
	Iteration 40F: 3 clusters Score -66466.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -66469.898438 Penalty: 2301.281982
	Iteration 41Q: 3 clusters Score -66469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66470.265625 Penalty: 2301.281982
	Iteration 42Q: 3 clusters Score -66470.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66470.265625 Penalty: 2301.281982
	Iteration 43F: 3 clusters Score -66470.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (106794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106794 members 
Entering Unmasked Estep 
Score: -6394593.500000 Penalty: 1881.531738
	Iteration 0F: 2 clusters Score -6394594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6323117.000000 Penalty: 3763.063477
	Iteration 0F: 3 clusters Score -6323117 nChanged 51070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6352683.000000 Penalty: 3763.063477
	Iteration 1F: 3 clusters Score -6352683 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6353388.000000 Penalty: 3763.063477
	Iteration 2Q: 3 clusters Score -6353388 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6354428.500000 Penalty: 3763.063477
	Iteration 3Q: 3 clusters Score -6354428 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -6355838.500000 Penalty: 3763.063477
	Iteration 4Q: 3 clusters Score -6355838 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6357840.000000 Penalty: 3763.063477
	Iteration 5Q: 3 clusters Score -6357840 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6361041.500000 Penalty: 3763.063477
	Iteration 6F: 3 clusters Score -6361042 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -6365347.000000 Penalty: 3763.063477
	Iteration 7F: 3 clusters Score -6365347 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6370106.500000 Penalty: 3763.063477
	Iteration 8F: 3 clusters Score -6370106 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -6374864.500000 Penalty: 3763.063477
	Iteration 9F: 3 clusters Score -6374864 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -6379294.000000 Penalty: 3763.063477
	Iteration 10F: 3 clusters Score -6379294 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -6383241.000000 Penalty: 3763.063477
	Iteration 11Q: 3 clusters Score -6383241 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6386805.000000 Penalty: 3763.063477
	Iteration 12Q: 3 clusters Score -6386805 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6389473.000000 Penalty: 3763.063477
	Iteration 13Q: 3 clusters Score -6389473 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6391183.500000 Penalty: 3763.063477
	Iteration 14Q: 3 clusters Score -6391184 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6392064.000000 Penalty: 3763.063477
	Iteration 15Q: 3 clusters Score -6392064 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6392546.000000 Penalty: 3763.063477
	Iteration 16Q: 3 clusters Score -6392546 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6392808.500000 Penalty: 3763.063477
	Iteration 17Q: 3 clusters Score -6392808 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6392945.000000 Penalty: 3763.063477
	Iteration 18Q: 3 clusters Score -6392945 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6393037.000000 Penalty: 3763.063477
	Iteration 19Q: 3 clusters Score -6393037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6393088.500000 Penalty: 3763.063477
	Iteration 20F: 3 clusters Score -6393088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6393129.000000 Penalty: 3763.063477
	Iteration 21Q: 3 clusters Score -6393129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6393161.000000 Penalty: 3763.063477
	Iteration 22Q: 3 clusters Score -6393161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6393190.500000 Penalty: 3763.063477
	Iteration 23Q: 3 clusters Score -6393190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6393222.500000 Penalty: 3763.063477
	Iteration 24Q: 3 clusters Score -6393222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6393235.500000 Penalty: 3763.063477
	Iteration 25Q: 3 clusters Score -6393236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6393256.000000 Penalty: 3763.063477
	Iteration 26Q: 3 clusters Score -6393256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6393269.000000 Penalty: 3763.063477
	Iteration 27Q: 3 clusters Score -6393269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6393277.000000 Penalty: 3763.063477
	Iteration 28Q: 3 clusters Score -6393277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6393273.500000 Penalty: 3763.063477
	Iteration 29Q: 3 clusters Score -6393274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6393277.500000 Penalty: 3763.063477
	Iteration 30Q: 3 clusters Score -6393278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6393284.500000 Penalty: 3763.063477
	Iteration 31Q: 3 clusters Score -6393284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6393286.500000 Penalty: 3763.063477
	Iteration 32Q: 3 clusters Score -6393286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6393280.000000 Penalty: 3763.063477
	Iteration 33Q: 3 clusters Score -6393280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6393280.000000 Penalty: 3763.063477
	Iteration 34F: 3 clusters Score -6393280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -201934.281250 Penalty: 1320.799316
	Iteration 0F: 2 clusters Score -201934.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -198910.828125 Penalty: 2641.598633
	Iteration 0F: 3 clusters Score -198910.8 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -199632.031250 Penalty: 2641.598633
	Iteration 1F: 3 clusters Score -199632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -199794.062500 Penalty: 2641.598633
	Iteration 2F: 3 clusters Score -199794.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -199899.062500 Penalty: 2641.598633
	Iteration 3F: 3 clusters Score -199899.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -199998.046875 Penalty: 2641.598633
	Iteration 4Q: 3 clusters Score -199998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -200125.531250 Penalty: 2641.598633
	Iteration 5Q: 3 clusters Score -200125.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -200260.953125 Penalty: 2641.598633
	Iteration 6Q: 3 clusters Score -200261 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -200377.046875 Penalty: 2641.598633
	Iteration 7Q: 3 clusters Score -200377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -200479.250000 Penalty: 2641.598633
	Iteration 8Q: 3 clusters Score -200479.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -200590.093750 Penalty: 2641.598633
	Iteration 9Q: 3 clusters Score -200590.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -200727.109375 Penalty: 2641.598633
	Iteration 10Q: 3 clusters Score -200727.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -200844.437500 Penalty: 2641.598633
	Iteration 11Q: 3 clusters Score -200844.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -200925.859375 Penalty: 2641.598633
	Iteration 12Q: 3 clusters Score -200925.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -200974.562500 Penalty: 2641.598633
	Iteration 13Q: 3 clusters Score -200974.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -201011.703125 Penalty: 2641.598633
	Iteration 14Q: 3 clusters Score -201011.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -201049.156250 Penalty: 2641.598633
	Iteration 15Q: 3 clusters Score -201049.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -201082.531250 Penalty: 2641.598633
	Iteration 16Q: 3 clusters Score -201082.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -201109.437500 Penalty: 2641.598633
	Iteration 17Q: 3 clusters Score -201109.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -201131.796875 Penalty: 2641.598633
	Iteration 18Q: 3 clusters Score -201131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -201144.718750 Penalty: 2641.598633
	Iteration 19Q: 3 clusters Score -201144.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -201155.406250 Penalty: 2641.598633
	Iteration 20F: 3 clusters Score -201155.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -201165.906250 Penalty: 2641.598633
	Iteration 21Q: 3 clusters Score -201165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -201175.906250 Penalty: 2641.598633
	Iteration 22Q: 3 clusters Score -201175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -201187.296875 Penalty: 2641.598633
	Iteration 23Q: 3 clusters Score -201187.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201214.937500 Penalty: 2641.598633
	Iteration 24Q: 3 clusters Score -201214.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -201236.515625 Penalty: 2641.598633
	Iteration 25Q: 3 clusters Score -201236.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -201256.453125 Penalty: 2641.598633
	Iteration 26Q: 3 clusters Score -201256.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -201282.984375 Penalty: 2641.598633
	Iteration 27Q: 3 clusters Score -201283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -201312.921875 Penalty: 2641.598633
	Iteration 28Q: 3 clusters Score -201312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -201343.703125 Penalty: 2641.598633
	Iteration 29Q: 3 clusters Score -201343.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -201366.421875 Penalty: 2641.598633
	Iteration 30Q: 3 clusters Score -201366.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201384.250000 Penalty: 2641.598633
	Iteration 31Q: 3 clusters Score -201384.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201395.296875 Penalty: 2641.598633
	Iteration 32Q: 3 clusters Score -201395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -201400.156250 Penalty: 2641.598633
	Iteration 33Q: 3 clusters Score -201400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -201405.640625 Penalty: 2641.598633
	Iteration 34Q: 3 clusters Score -201405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -201409.359375 Penalty: 2641.598633
	Iteration 35Q: 3 clusters Score -201409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -201414.750000 Penalty: 2641.598633
	Iteration 36Q: 3 clusters Score -201414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -201419.078125 Penalty: 2641.598633
	Iteration 37Q: 3 clusters Score -201419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -201422.453125 Penalty: 2641.598633
	Iteration 38Q: 3 clusters Score -201422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201423.390625 Penalty: 2641.598633
	Iteration 39Q: 3 clusters Score -201423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201423.390625 Penalty: 2641.598633
	Iteration 40F: 3 clusters Score -201423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -107712.031250 Penalty: 1224.138306
	Iteration 0F: 2 clusters Score -107712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -105727.976562 Penalty: 2448.276611
	Iteration 0F: 3 clusters Score -105728 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -106112.484375 Penalty: 2448.276611
	Iteration 1F: 3 clusters Score -106112.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -106220.742188 Penalty: 2448.276611
	Iteration 2F: 3 clusters Score -106220.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -106281.382812 Penalty: 2448.276611
	Iteration 3Q: 3 clusters Score -106281.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -106317.609375 Penalty: 2448.276611
	Iteration 4Q: 3 clusters Score -106317.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -106346.070312 Penalty: 2448.276611
	Iteration 5Q: 3 clusters Score -106346.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -106362.781250 Penalty: 2448.276611
	Iteration 6Q: 3 clusters Score -106362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -106374.773438 Penalty: 2448.276611
	Iteration 7Q: 3 clusters Score -106374.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -106386.414062 Penalty: 2448.276611
	Iteration 8Q: 3 clusters Score -106386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -106393.140625 Penalty: 2448.276611
	Iteration 9Q: 3 clusters Score -106393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -106396.687500 Penalty: 2448.276611
	Iteration 10Q: 3 clusters Score -106396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -106399.671875 Penalty: 2448.276611
	Iteration 11Q: 3 clusters Score -106399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -106401.726562 Penalty: 2448.276611
	Iteration 12Q: 3 clusters Score -106401.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -106403.437500 Penalty: 2448.276611
	Iteration 13Q: 3 clusters Score -106403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -106407.617188 Penalty: 2448.276611
	Iteration 14Q: 3 clusters Score -106407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -106409.757812 Penalty: 2448.276611
	Iteration 15Q: 3 clusters Score -106409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -106414.304688 Penalty: 2448.276611
	Iteration 16Q: 3 clusters Score -106414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -106418.539062 Penalty: 2448.276611
	Iteration 17Q: 3 clusters Score -106418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -106420.882812 Penalty: 2448.276611
	Iteration 18Q: 3 clusters Score -106420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -106421.875000 Penalty: 2448.276611
	Iteration 19Q: 3 clusters Score -106421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -106422.492188 Penalty: 2448.276611
	Iteration 20F: 3 clusters Score -106422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -106422.617188 Penalty: 2448.276611
	Iteration 21Q: 3 clusters Score -106422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -106423.085938 Penalty: 2448.276611
	Iteration 22Q: 3 clusters Score -106423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -106424.437500 Penalty: 2448.276611
	Iteration 23Q: 3 clusters Score -106424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -106424.648438 Penalty: 2448.276611
	Iteration 24Q: 3 clusters Score -106424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -106424.648438 Penalty: 2448.276611
	Iteration 25F: 3 clusters Score -106424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -119484.773438 Penalty: 1249.745728
	Iteration 0F: 2 clusters Score -119484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -117279.578125 Penalty: 2499.491455
	Iteration 0F: 3 clusters Score -117279.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -117829.984375 Penalty: 2499.491455
	Iteration 1F: 3 clusters Score -117830 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -118002.523438 Penalty: 2499.491455
	Iteration 2F: 3 clusters Score -118002.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -118160.820312 Penalty: 2499.491455
	Iteration 3F: 3 clusters Score -118160.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -118335.835938 Penalty: 2499.491455
	Iteration 4F: 3 clusters Score -118335.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -118516.695312 Penalty: 2499.491455
	Iteration 5F: 3 clusters Score -118516.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -118712.242188 Penalty: 2499.491455
	Iteration 6Q: 3 clusters Score -118712.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -118841.781250 Penalty: 2499.491455
	Iteration 7Q: 3 clusters Score -118841.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -118940.148438 Penalty: 2499.491455
	Iteration 8Q: 3 clusters Score -118940.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -119027.375000 Penalty: 2499.491455
	Iteration 9Q: 3 clusters Score -119027.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -119111.703125 Penalty: 2499.491455
	Iteration 10Q: 3 clusters Score -119111.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -119186.203125 Penalty: 2499.491455
	Iteration 11Q: 3 clusters Score -119186.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -119254.039062 Penalty: 2499.491455
	Iteration 12Q: 3 clusters Score -119254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -119293.156250 Penalty: 2499.491455
	Iteration 13Q: 3 clusters Score -119293.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -119303.992188 Penalty: 2499.491455
	Iteration 14Q: 3 clusters Score -119304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -119307.843750 Penalty: 2499.491455
	Iteration 15Q: 3 clusters Score -119307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -119311.765625 Penalty: 2499.491455
	Iteration 16Q: 3 clusters Score -119311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -119314.984375 Penalty: 2499.491455
	Iteration 17Q: 3 clusters Score -119315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -119318.390625 Penalty: 2499.491455
	Iteration 18Q: 3 clusters Score -119318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -119321.820312 Penalty: 2499.491455
	Iteration 19Q: 3 clusters Score -119321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -119324.093750 Penalty: 2499.491455
	Iteration 20F: 3 clusters Score -119324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -119326.101562 Penalty: 2499.491455
	Iteration 21Q: 3 clusters Score -119326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -119328.726562 Penalty: 2499.491455
	Iteration 22Q: 3 clusters Score -119328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -119331.250000 Penalty: 2499.491455
	Iteration 23Q: 3 clusters Score -119331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -119333.578125 Penalty: 2499.491455
	Iteration 24Q: 3 clusters Score -119333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -119334.695312 Penalty: 2499.491455
	Iteration 25Q: 3 clusters Score -119334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -119336.460938 Penalty: 2499.491455
	Iteration 26Q: 3 clusters Score -119336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -119336.515625 Penalty: 2499.491455
	Iteration 27Q: 3 clusters Score -119336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -119336.515625 Penalty: 2499.491455
	Iteration 28F: 3 clusters Score -119336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -95489.046875 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -95489.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -93669.429688 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -93669.43 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94013.273438 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -94013.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94090.929688 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -94090.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -94137.945312 Penalty: 2402.009521
	Iteration 3Q: 3 clusters Score -94137.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -94170.078125 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -94170.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -94198.687500 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -94198.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94220.703125 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -94220.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -94235.195312 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -94235.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -94246.554688 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -94246.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -94261.820312 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -94261.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94275.507812 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -94275.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -94281.375000 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -94281.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94285.984375 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -94285.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94289.976562 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -94289.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94292.171875 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -94292.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94294.468750 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -94294.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -94296.171875 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -94296.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -94299.132812 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -94299.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94301.453125 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -94301.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94303.828125 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -94303.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94305.093750 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -94305.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94306.375000 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -94306.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94308.570312 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -94308.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -94311.804688 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -94311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94315.328125 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -94315.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94321.179688 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -94321.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94326.687500 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -94326.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94329.296875 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -94329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94331.718750 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -94331.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94337.242188 Penalty: 2402.009521
	Iteration 29Q: 3 clusters Score -94337.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94344.960938 Penalty: 2402.009521
	Iteration 30Q: 3 clusters Score -94344.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94350.695312 Penalty: 2402.009521
	Iteration 31Q: 3 clusters Score -94350.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -94359.234375 Penalty: 2402.009521
	Iteration 32Q: 3 clusters Score -94359.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94368.742188 Penalty: 2402.009521
	Iteration 33Q: 3 clusters Score -94368.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94377.570312 Penalty: 2402.009521
	Iteration 34Q: 3 clusters Score -94377.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94389.054688 Penalty: 2402.009521
	Iteration 35Q: 3 clusters Score -94389.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94399.859375 Penalty: 2402.009521
	Iteration 36Q: 3 clusters Score -94399.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -94413.335938 Penalty: 2402.009521
	Iteration 37Q: 3 clusters Score -94413.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94424.687500 Penalty: 2402.009521
	Iteration 38Q: 3 clusters Score -94424.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94432.171875 Penalty: 2402.009521
	Iteration 39Q: 3 clusters Score -94432.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94437.734375 Penalty: 2402.009521
	Iteration 40F: 3 clusters Score -94437.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94440.734375 Penalty: 2402.009521
	Iteration 41Q: 3 clusters Score -94440.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94443.742188 Penalty: 2402.009521
	Iteration 42Q: 3 clusters Score -94443.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94448.312500 Penalty: 2402.009521
	Iteration 43Q: 3 clusters Score -94448.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94454.937500 Penalty: 2402.009521
	Iteration 44Q: 3 clusters Score -94454.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -94460.617188 Penalty: 2402.009521
	Iteration 45Q: 3 clusters Score -94460.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94469.796875 Penalty: 2402.009521
	Iteration 46Q: 3 clusters Score -94469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94479.953125 Penalty: 2402.009521
	Iteration 47Q: 3 clusters Score -94479.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94489.875000 Penalty: 2402.009521
	Iteration 48Q: 3 clusters Score -94489.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94502.695312 Penalty: 2402.009521
	Iteration 49Q: 3 clusters Score -94502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94510.437500 Penalty: 2402.009521
	Iteration 50Q: 3 clusters Score -94510.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94519.359375 Penalty: 2402.009521
	Iteration 51Q: 3 clusters Score -94519.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94530.984375 Penalty: 2402.009521
	Iteration 52Q: 3 clusters Score -94530.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94538.234375 Penalty: 2402.009521
	Iteration 53Q: 3 clusters Score -94538.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94545.906250 Penalty: 2402.009521
	Iteration 54Q: 3 clusters Score -94545.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94550.242188 Penalty: 2402.009521
	Iteration 55Q: 3 clusters Score -94550.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94553.429688 Penalty: 2402.009521
	Iteration 56Q: 3 clusters Score -94553.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94558.828125 Penalty: 2402.009521
	Iteration 57Q: 3 clusters Score -94558.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94563.375000 Penalty: 2402.009521
	Iteration 58Q: 3 clusters Score -94563.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94568.085938 Penalty: 2402.009521
	Iteration 59Q: 3 clusters Score -94568.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94570.960938 Penalty: 2402.009521
	Iteration 60F: 3 clusters Score -94570.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94574.179688 Penalty: 2402.009521
	Iteration 61Q: 3 clusters Score -94574.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94577.710938 Penalty: 2402.009521
	Iteration 62Q: 3 clusters Score -94577.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94582.960938 Penalty: 2402.009521
	Iteration 63Q: 3 clusters Score -94582.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94588.351562 Penalty: 2402.009521
	Iteration 64Q: 3 clusters Score -94588.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94598.546875 Penalty: 2402.009521
	Iteration 65Q: 3 clusters Score -94598.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94616.617188 Penalty: 2402.009521
	Iteration 66Q: 3 clusters Score -94616.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94648.015625 Penalty: 2402.009521
	Iteration 67Q: 3 clusters Score -94648.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94676.187500 Penalty: 2402.009521
	Iteration 68Q: 3 clusters Score -94676.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94695.468750 Penalty: 2402.009521
	Iteration 69Q: 3 clusters Score -94695.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94724.382812 Penalty: 2402.009521
	Iteration 70Q: 3 clusters Score -94724.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94744.890625 Penalty: 2402.009521
	Iteration 71Q: 3 clusters Score -94744.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94772.929688 Penalty: 2402.009521
	Iteration 72Q: 3 clusters Score -94772.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94796.328125 Penalty: 2402.009521
	Iteration 73Q: 3 clusters Score -94796.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94807.820312 Penalty: 2402.009521
	Iteration 74Q: 3 clusters Score -94807.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94811.734375 Penalty: 2402.009521
	Iteration 75Q: 3 clusters Score -94811.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94813.007812 Penalty: 2402.009521
	Iteration 76Q: 3 clusters Score -94813.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94813.007812 Penalty: 2402.009521
	Iteration 77F: 3 clusters Score -94813.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -115782.062500 Penalty: 1236.602661
	Iteration 0F: 2 clusters Score -115782.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113666.515625 Penalty: 2473.205322
	Iteration 0F: 3 clusters Score -113666.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -114116.445312 Penalty: 2473.205322
	Iteration 1F: 3 clusters Score -114116.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -114206.687500 Penalty: 2473.205322
	Iteration 2F: 3 clusters Score -114206.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -114262.796875 Penalty: 2473.205322
	Iteration 3Q: 3 clusters Score -114262.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -114314.210938 Penalty: 2473.205322
	Iteration 4Q: 3 clusters Score -114314.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -114353.156250 Penalty: 2473.205322
	Iteration 5Q: 3 clusters Score -114353.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -114385.203125 Penalty: 2473.205322
	Iteration 6Q: 3 clusters Score -114385.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -114420.875000 Penalty: 2473.205322
	Iteration 7Q: 3 clusters Score -114420.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -114448.125000 Penalty: 2473.205322
	Iteration 8Q: 3 clusters Score -114448.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -114463.757812 Penalty: 2473.205322
	Iteration 9Q: 3 clusters Score -114463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -114484.921875 Penalty: 2473.205322
	Iteration 10Q: 3 clusters Score -114484.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -114516.375000 Penalty: 2473.205322
	Iteration 11Q: 3 clusters Score -114516.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -114556.960938 Penalty: 2473.205322
	Iteration 12Q: 3 clusters Score -114557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -114603.343750 Penalty: 2473.205322
	Iteration 13Q: 3 clusters Score -114603.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114630.210938 Penalty: 2473.205322
	Iteration 14Q: 3 clusters Score -114630.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -114650.328125 Penalty: 2473.205322
	Iteration 15Q: 3 clusters Score -114650.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -114671.789062 Penalty: 2473.205322
	Iteration 16Q: 3 clusters Score -114671.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114689.976562 Penalty: 2473.205322
	Iteration 17Q: 3 clusters Score -114690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -114705.625000 Penalty: 2473.205322
	Iteration 18Q: 3 clusters Score -114705.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -114719.710938 Penalty: 2473.205322
	Iteration 19Q: 3 clusters Score -114719.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114730.421875 Penalty: 2473.205322
	Iteration 20F: 3 clusters Score -114730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -114741.046875 Penalty: 2473.205322
	Iteration 21Q: 3 clusters Score -114741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -114752.062500 Penalty: 2473.205322
	Iteration 22Q: 3 clusters Score -114752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -114758.632812 Penalty: 2473.205322
	Iteration 23Q: 3 clusters Score -114758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114761.218750 Penalty: 2473.205322
	Iteration 24Q: 3 clusters Score -114761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114763.148438 Penalty: 2473.205322
	Iteration 25Q: 3 clusters Score -114763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -114766.523438 Penalty: 2473.205322
	Iteration 26Q: 3 clusters Score -114766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -114768.179688 Penalty: 2473.205322
	Iteration 27Q: 3 clusters Score -114768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -114769.328125 Penalty: 2473.205322
	Iteration 28Q: 3 clusters Score -114769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114770.906250 Penalty: 2473.205322
	Iteration 29Q: 3 clusters Score -114770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114773.468750 Penalty: 2473.205322
	Iteration 30Q: 3 clusters Score -114773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114776.906250 Penalty: 2473.205322
	Iteration 31Q: 3 clusters Score -114776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -114780.453125 Penalty: 2473.205322
	Iteration 32Q: 3 clusters Score -114780.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -114782.773438 Penalty: 2473.205322
	Iteration 33Q: 3 clusters Score -114782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -114785.468750 Penalty: 2473.205322
	Iteration 34Q: 3 clusters Score -114785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -114787.882812 Penalty: 2473.205322
	Iteration 35Q: 3 clusters Score -114787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -114788.968750 Penalty: 2473.205322
	Iteration 36Q: 3 clusters Score -114789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -114790.882812 Penalty: 2473.205322
	Iteration 37Q: 3 clusters Score -114790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -114793.562500 Penalty: 2473.205322
	Iteration 38Q: 3 clusters Score -114793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -114795.843750 Penalty: 2473.205322
	Iteration 39Q: 3 clusters Score -114795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -114797.906250 Penalty: 2473.205322
	Iteration 40F: 3 clusters Score -114797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114799.546875 Penalty: 2473.205322
	Iteration 41Q: 3 clusters Score -114799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114801.968750 Penalty: 2473.205322
	Iteration 42Q: 3 clusters Score -114802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -114803.742188 Penalty: 2473.205322
	Iteration 43Q: 3 clusters Score -114803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -114805.125000 Penalty: 2473.205322
	Iteration 44Q: 3 clusters Score -114805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -114806.234375 Penalty: 2473.205322
	Iteration 45Q: 3 clusters Score -114806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -114807.843750 Penalty: 2473.205322
	Iteration 46Q: 3 clusters Score -114807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -114808.625000 Penalty: 2473.205322
	Iteration 47Q: 3 clusters Score -114808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -114808.843750 Penalty: 2473.205322
	Iteration 48Q: 3 clusters Score -114808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -114808.929688 Penalty: 2473.205322
	Iteration 49Q: 3 clusters Score -114808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -114809.187500 Penalty: 2473.205322
	Iteration 50Q: 3 clusters Score -114809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -114810.648438 Penalty: 2473.205322
	Iteration 51Q: 3 clusters Score -114810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -114811.367188 Penalty: 2473.205322
	Iteration 52Q: 3 clusters Score -114811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -114811.367188 Penalty: 2473.205322
	Iteration 53F: 3 clusters Score -114811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -94706.226562 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -94706.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92811.906250 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -92811.91 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -93199.257812 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -93199.26 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -93325.781250 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -93325.78 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93398.835938 Penalty: 2415.172363
	Iteration 3Q: 3 clusters Score -93398.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93459.437500 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -93459.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -93511.945312 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -93511.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93541.078125 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -93541.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93558.015625 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -93558.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93570.843750 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -93570.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -93584.789062 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -93584.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -93598.859375 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -93598.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93617.109375 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -93617.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93643.992188 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -93643.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -93668.601562 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -93668.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -93698.539062 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -93698.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -93733.882812 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -93733.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93764.562500 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -93764.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93788.328125 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -93788.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -93817.234375 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -93817.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93842.078125 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -93842.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93868.390625 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -93868.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93893.242188 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -93893.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -93905.101562 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -93905.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93920.531250 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -93920.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -93937.328125 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -93937.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -93950.351562 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -93950.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93962.984375 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -93962.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93979.726562 Penalty: 2415.172363
	Iteration 27Q: 3 clusters Score -93979.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -94005.750000 Penalty: 2415.172363
	Iteration 28Q: 3 clusters Score -94005.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -94041.445312 Penalty: 2415.172363
	Iteration 29Q: 3 clusters Score -94041.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -94060.437500 Penalty: 2415.172363
	Iteration 30Q: 3 clusters Score -94060.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94070.406250 Penalty: 2415.172363
	Iteration 31Q: 3 clusters Score -94070.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94075.773438 Penalty: 2415.172363
	Iteration 32Q: 3 clusters Score -94075.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94080.414062 Penalty: 2415.172363
	Iteration 33Q: 3 clusters Score -94080.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -94088.539062 Penalty: 2415.172363
	Iteration 34Q: 3 clusters Score -94088.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94091.617188 Penalty: 2415.172363
	Iteration 35Q: 3 clusters Score -94091.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -94092.320312 Penalty: 2415.172363
	Iteration 36Q: 3 clusters Score -94092.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94093.078125 Penalty: 2415.172363
	Iteration 37Q: 3 clusters Score -94093.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94093.078125 Penalty: 2415.172363
	Iteration 38F: 3 clusters Score -94093.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 54704 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 80941 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16332 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 8173 members 
Mstep: Class 29 contains 77337 members 
Mstep: Class 30 contains 20117 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 26196 members 
Mstep: Class 34 contains 21231 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 106794 members 
Mstep: Class 38 contains 3388 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1621 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916514.000000 Penalty: 92353.375000
Iteration 119Q: 44 clusters Score -3.091651e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 54711 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7286 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 19601 members 
Mstep: Class 13 contains 80943 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6638 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16336 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7164 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 8134 members 
Mstep: Class 29 contains 77341 members 
Mstep: Class 30 contains 20124 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26223 members 
Mstep: Class 34 contains 21311 members 
Mstep: Class 35 contains 3783 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 106510 members 
Mstep: Class 38 contains 3390 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1626 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916648.000000 Penalty: 92353.375000
Iteration 120F: 44 clusters Score -3.091665e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4889 members 
Mstep: Class 3 contains 54725 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7274 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 19882 members 
Mstep: Class 13 contains 80943 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10657 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7141 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4108 members 
Mstep: Class 28 contains 8082 members 
Mstep: Class 29 contains 77342 members 
Mstep: Class 30 contains 20147 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 26257 members 
Mstep: Class 34 contains 21392 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 106172 members 
Mstep: Class 38 contains 3391 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1631 members 
Mstep: Class 42 contains 2019 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916682.000000 Penalty: 92353.375000
Iteration 121Q: 44 clusters Score -3.091668e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4893 members 
Mstep: Class 3 contains 54734 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7269 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 20174 members 
Mstep: Class 13 contains 80946 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16340 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10637 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7117 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4112 members 
Mstep: Class 28 contains 8033 members 
Mstep: Class 29 contains 77339 members 
Mstep: Class 30 contains 20179 members 
Mstep: Class 31 contains 5402 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26290 members 
Mstep: Class 34 contains 21465 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 105827 members 
Mstep: Class 38 contains 3393 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1633 members 
Mstep: Class 42 contains 2020 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916812.000000 Penalty: 92353.375000
Iteration 122Q: 44 clusters Score -3.091681e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 54748 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 20494 members 
Mstep: Class 13 contains 80949 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 10621 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 7987 members 
Mstep: Class 29 contains 77338 members 
Mstep: Class 30 contains 20199 members 
Mstep: Class 31 contains 5401 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26316 members 
Mstep: Class 34 contains 21553 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 105442 members 
Mstep: Class 38 contains 3392 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1637 members 
Mstep: Class 42 contains 2020 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916834.000000 Penalty: 92353.375000
Iteration 123Q: 44 clusters Score -3.091683e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 54752 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7248 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 20803 members 
Mstep: Class 13 contains 80956 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16344 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 10598 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7082 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4124 members 
Mstep: Class 28 contains 7939 members 
Mstep: Class 29 contains 77336 members 
Mstep: Class 30 contains 20223 members 
Mstep: Class 31 contains 5399 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 26351 members 
Mstep: Class 34 contains 21669 members 
Mstep: Class 35 contains 3783 members 
Mstep: Class 36 contains 1190 members 
Mstep: Class 37 contains 105042 members 
Mstep: Class 38 contains 3393 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1642 members 
Mstep: Class 42 contains 2021 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30916934.000000 Penalty: 92353.375000
Iteration 124Q: 44 clusters Score -3.091693e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 54748 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7232 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 21159 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 6587 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16348 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 10569 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7064 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4129 members 
Mstep: Class 28 contains 7878 members 
Mstep: Class 29 contains 77332 members 
Mstep: Class 30 contains 20259 members 
Mstep: Class 31 contains 5398 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 26377 members 
Mstep: Class 34 contains 21766 members 
Mstep: Class 35 contains 3785 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 104638 members 
Mstep: Class 38 contains 3394 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1647 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917090.000000 Penalty: 92353.375000
Iteration 125Q: 44 clusters Score -3.091709e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 54744 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7221 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 21507 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6583 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16353 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 10551 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7045 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4134 members 
Mstep: Class 28 contains 7824 members 
Mstep: Class 29 contains 77331 members 
Mstep: Class 30 contains 20284 members 
Mstep: Class 31 contains 5398 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26407 members 
Mstep: Class 34 contains 21854 members 
Mstep: Class 35 contains 3786 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 104238 members 
Mstep: Class 38 contains 3395 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1652 members 
Mstep: Class 42 contains 2024 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917164.000000 Penalty: 92353.375000
Iteration 126Q: 44 clusters Score -3.091716e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 54757 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7207 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 6580 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16359 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 10533 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6022 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 7769 members 
Mstep: Class 29 contains 77330 members 
Mstep: Class 30 contains 20296 members 
Mstep: Class 31 contains 5395 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 26427 members 
Mstep: Class 34 contains 21957 members 
Mstep: Class 35 contains 3787 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 103856 members 
Mstep: Class 38 contains 3398 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1656 members 
Mstep: Class 42 contains 2024 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917248.000000 Penalty: 92353.375000
Iteration 127Q: 44 clusters Score -3.091725e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 54763 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7191 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 22199 members 
Mstep: Class 13 contains 80968 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16357 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 10518 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6022 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 7006 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4147 members 
Mstep: Class 28 contains 7719 members 
Mstep: Class 29 contains 77332 members 
Mstep: Class 30 contains 20311 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26436 members 
Mstep: Class 34 contains 22071 members 
Mstep: Class 35 contains 3787 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 103443 members 
Mstep: Class 38 contains 3402 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1658 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917372.000000 Penalty: 92353.375000
Iteration 128Q: 44 clusters Score -3.091737e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 54784 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7171 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16355 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 10500 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6990 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 7664 members 
Mstep: Class 29 contains 77336 members 
Mstep: Class 30 contains 20311 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26449 members 
Mstep: Class 34 contains 22193 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 103027 members 
Mstep: Class 38 contains 3407 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1659 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917508.000000 Penalty: 92353.375000
Iteration 129Q: 44 clusters Score -3.091751e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 22938 members 
Mstep: Class 13 contains 80961 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 6574 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16358 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6971 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1557 members 
Mstep: Class 27 contains 4155 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 77332 members 
Mstep: Class 30 contains 20321 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26472 members 
Mstep: Class 34 contains 22298 members 
Mstep: Class 35 contains 3781 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 102625 members 
Mstep: Class 38 contains 3408 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1662 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917670.000000 Penalty: 92353.375000
Iteration 130Q: 44 clusters Score -3.091767e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 54803 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7136 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 23338 members 
Mstep: Class 13 contains 80960 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 6568 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16364 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 10436 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6940 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 7538 members 
Mstep: Class 29 contains 77329 members 
Mstep: Class 30 contains 20328 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26484 members 
Mstep: Class 34 contains 22397 members 
Mstep: Class 35 contains 3785 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 102213 members 
Mstep: Class 38 contains 3413 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1663 members 
Mstep: Class 42 contains 2027 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917686.000000 Penalty: 92353.375000
Iteration 131Q: 44 clusters Score -3.091769e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 54811 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7120 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 80960 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16367 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 10400 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6915 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 7487 members 
Mstep: Class 29 contains 77328 members 
Mstep: Class 30 contains 20334 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26480 members 
Mstep: Class 34 contains 22484 members 
Mstep: Class 35 contains 3787 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 101769 members 
Mstep: Class 38 contains 3418 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1666 members 
Mstep: Class 42 contains 2027 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917766.000000 Penalty: 92353.375000
Iteration 132Q: 44 clusters Score -3.091777e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 54813 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7100 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 24213 members 
Mstep: Class 13 contains 80962 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16368 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 10376 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6892 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 7440 members 
Mstep: Class 29 contains 77328 members 
Mstep: Class 30 contains 20343 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26490 members 
Mstep: Class 34 contains 22544 members 
Mstep: Class 35 contains 3787 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 101361 members 
Mstep: Class 38 contains 3421 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1670 members 
Mstep: Class 42 contains 2029 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917882.000000 Penalty: 92353.375000
Iteration 133Q: 44 clusters Score -3.091788e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 54819 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7077 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 24627 members 
Mstep: Class 13 contains 80962 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 16374 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 10345 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6860 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 7398 members 
Mstep: Class 29 contains 77328 members 
Mstep: Class 30 contains 20360 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26511 members 
Mstep: Class 34 contains 22606 members 
Mstep: Class 35 contains 3788 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 100956 members 
Mstep: Class 38 contains 3423 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1675 members 
Mstep: Class 42 contains 2029 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917950.000000 Penalty: 92353.375000
Iteration 134Q: 44 clusters Score -3.091795e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 54823 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7054 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 24990 members 
Mstep: Class 13 contains 80962 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 16371 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6827 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4185 members 
Mstep: Class 28 contains 7351 members 
Mstep: Class 29 contains 77324 members 
Mstep: Class 30 contains 20381 members 
Mstep: Class 31 contains 5391 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26542 members 
Mstep: Class 34 contains 22654 members 
Mstep: Class 35 contains 3791 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 100598 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1678 members 
Mstep: Class 42 contains 2033 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30917984.000000 Penalty: 92353.375000
Iteration 135Q: 44 clusters Score -3.091798e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 54839 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7032 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 25374 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 6553 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 16362 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 10287 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6799 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4195 members 
Mstep: Class 28 contains 7305 members 
Mstep: Class 29 contains 77321 members 
Mstep: Class 30 contains 20395 members 
Mstep: Class 31 contains 5392 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26563 members 
Mstep: Class 34 contains 22711 members 
Mstep: Class 35 contains 3793 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 100227 members 
Mstep: Class 38 contains 3429 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1682 members 
Mstep: Class 42 contains 2032 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918130.000000 Penalty: 92353.375000
Iteration 136Q: 44 clusters Score -3.091813e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 54854 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 7014 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3429 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 25741 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 6551 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 16350 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4209 members 
Mstep: Class 28 contains 7259 members 
Mstep: Class 29 contains 77319 members 
Mstep: Class 30 contains 20397 members 
Mstep: Class 31 contains 5391 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26586 members 
Mstep: Class 34 contains 22765 members 
Mstep: Class 35 contains 3798 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 99861 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1684 members 
Mstep: Class 42 contains 2033 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918198.000000 Penalty: 92353.375000
Iteration 137Q: 44 clusters Score -3.09182e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 54866 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6994 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3429 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 26095 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 16337 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 10236 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6745 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4222 members 
Mstep: Class 28 contains 7201 members 
Mstep: Class 29 contains 77319 members 
Mstep: Class 30 contains 20408 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26611 members 
Mstep: Class 34 contains 22806 members 
Mstep: Class 35 contains 3801 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 99532 members 
Mstep: Class 38 contains 3449 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1684 members 
Mstep: Class 42 contains 2034 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918272.000000 Penalty: 92353.375000
Iteration 138Q: 44 clusters Score -3.091827e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 54873 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3430 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 26425 members 
Mstep: Class 13 contains 80968 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 10205 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6727 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 7154 members 
Mstep: Class 29 contains 77314 members 
Mstep: Class 30 contains 20431 members 
Mstep: Class 31 contains 5389 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26612 members 
Mstep: Class 34 contains 22842 members 
Mstep: Class 35 contains 3805 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 99221 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 2036 members 
Mstep: Class 43 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918368.000000 Penalty: 92353.375000
Iteration 139Q: 44 clusters Score -3.091837e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 54885 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6951 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 26746 members 
Mstep: Class 13 contains 80968 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 6543 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 16351 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 10176 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6702 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 7100 members 
Mstep: Class 29 contains 77314 members 
Mstep: Class 30 contains 20444 members 
Mstep: Class 31 contains 5385 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26613 members 
Mstep: Class 34 contains 22885 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 98927 members 
Mstep: Class 38 contains 3465 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 2037 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918326.000000 Penalty: 92353.375000
Iteration 140F: 44 clusters Score -3.091833e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 54895 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3430 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 27064 members 
Mstep: Class 13 contains 80970 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 6543 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16347 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 10138 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 7041 members 
Mstep: Class 29 contains 77314 members 
Mstep: Class 30 contains 20450 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26616 members 
Mstep: Class 34 contains 22948 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 98648 members 
Mstep: Class 38 contains 3471 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1691 members 
Mstep: Class 42 contains 2042 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918342.000000 Penalty: 92353.375000
Iteration 141Q: 44 clusters Score -3.091834e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 54915 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3432 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 27345 members 
Mstep: Class 13 contains 80970 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6540 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 10096 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4270 members 
Mstep: Class 28 contains 6996 members 
Mstep: Class 29 contains 77315 members 
Mstep: Class 30 contains 20466 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26627 members 
Mstep: Class 34 contains 23023 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 98351 members 
Mstep: Class 38 contains 3475 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1695 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918394.000000 Penalty: 92353.375000
Iteration 142Q: 44 clusters Score -3.091839e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4914 members 
Mstep: Class 3 contains 54925 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6853 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 27612 members 
Mstep: Class 13 contains 80969 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16340 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6062 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4281 members 
Mstep: Class 28 contains 6947 members 
Mstep: Class 29 contains 77317 members 
Mstep: Class 30 contains 20486 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26636 members 
Mstep: Class 34 contains 23101 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 98083 members 
Mstep: Class 38 contains 3477 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1704 members 
Mstep: Class 42 contains 2046 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918496.000000 Penalty: 92353.375000
Iteration 143Q: 44 clusters Score -3.09185e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 54932 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 27920 members 
Mstep: Class 13 contains 80970 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16332 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 10023 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6617 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4290 members 
Mstep: Class 28 contains 6911 members 
Mstep: Class 29 contains 77314 members 
Mstep: Class 30 contains 20498 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26638 members 
Mstep: Class 34 contains 23166 members 
Mstep: Class 35 contains 3805 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 97813 members 
Mstep: Class 38 contains 3478 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1710 members 
Mstep: Class 42 contains 2048 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918488.000000 Penalty: 92353.375000
Iteration 144Q: 44 clusters Score -3.091849e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 54932 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6798 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3432 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 28219 members 
Mstep: Class 13 contains 80971 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6526 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16320 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 9987 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6597 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4304 members 
Mstep: Class 28 contains 6862 members 
Mstep: Class 29 contains 77309 members 
Mstep: Class 30 contains 20504 members 
Mstep: Class 31 contains 5378 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26632 members 
Mstep: Class 34 contains 23234 members 
Mstep: Class 35 contains 3804 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 97571 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1714 members 
Mstep: Class 42 contains 2046 members 
Mstep: Class 43 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918560.000000 Penalty: 92353.375000
Iteration 145Q: 44 clusters Score -3.091856e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 54940 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 28493 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16310 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 9959 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6566 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4317 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 77306 members 
Mstep: Class 30 contains 20524 members 
Mstep: Class 31 contains 5376 members 
Mstep: Class 32 contains 2498 members 
Mstep: Class 33 contains 26637 members 
Mstep: Class 34 contains 23290 members 
Mstep: Class 35 contains 3804 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 97338 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1716 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918632.000000 Penalty: 92353.375000
Iteration 146Q: 44 clusters Score -3.091863e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 54952 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 28758 members 
Mstep: Class 13 contains 80971 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16300 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6076 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6538 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4326 members 
Mstep: Class 28 contains 6775 members 
Mstep: Class 29 contains 77301 members 
Mstep: Class 30 contains 20540 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 2497 members 
Mstep: Class 33 contains 26642 members 
Mstep: Class 34 contains 23350 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 97100 members 
Mstep: Class 38 contains 3482 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1720 members 
Mstep: Class 42 contains 2046 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918560.000000 Penalty: 92353.375000
Iteration 147Q: 44 clusters Score -3.091856e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 54961 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3434 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 28984 members 
Mstep: Class 13 contains 80974 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16283 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 9890 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6080 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4337 members 
Mstep: Class 28 contains 6727 members 
Mstep: Class 29 contains 77304 members 
Mstep: Class 30 contains 20561 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26657 members 
Mstep: Class 34 contains 23396 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 96911 members 
Mstep: Class 38 contains 3488 members 
Mstep: Class 39 contains 1869 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1725 members 
Mstep: Class 42 contains 2046 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918528.000000 Penalty: 92353.375000
Iteration 148Q: 44 clusters Score -3.091853e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4929 members 
Mstep: Class 3 contains 54969 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3435 members 
Mstep: Class 10 contains 1779 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 29200 members 
Mstep: Class 13 contains 80971 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16268 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 9848 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4352 members 
Mstep: Class 28 contains 6698 members 
Mstep: Class 29 contains 77304 members 
Mstep: Class 30 contains 20569 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26673 members 
Mstep: Class 34 contains 23448 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 96714 members 
Mstep: Class 38 contains 3491 members 
Mstep: Class 39 contains 1868 members 
Mstep: Class 40 contains 2186 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 2046 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918626.000000 Penalty: 92353.375000
Iteration 149Q: 44 clusters Score -3.091863e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4929 members 
Mstep: Class 3 contains 54977 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6665 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 29409 members 
Mstep: Class 13 contains 80969 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 6504 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 16264 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9799 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 77304 members 
Mstep: Class 30 contains 20577 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26691 members 
Mstep: Class 34 contains 23502 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 96542 members 
Mstep: Class 38 contains 3497 members 
Mstep: Class 39 contains 1868 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1730 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918688.000000 Penalty: 92353.375000
Iteration 150Q: 44 clusters Score -3.091869e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 54988 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6630 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 29618 members 
Mstep: Class 13 contains 80972 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 6500 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16254 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 20 contains 9763 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6439 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4364 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 77301 members 
Mstep: Class 30 contains 20583 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 26697 members 
Mstep: Class 34 contains 23557 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 96372 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 1868 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1732 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918620.000000 Penalty: 92353.375000
Iteration 151Q: 44 clusters Score -3.091862e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 55003 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3438 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 29816 members 
Mstep: Class 13 contains 80970 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16257 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 9728 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6089 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 6609 members 
Mstep: Class 29 contains 77301 members 
Mstep: Class 30 contains 20581 members 
Mstep: Class 31 contains 5369 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26693 members 
Mstep: Class 34 contains 23609 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 96204 members 
Mstep: Class 38 contains 3505 members 
Mstep: Class 39 contains 1868 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1732 members 
Mstep: Class 42 contains 2044 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918560.000000 Penalty: 92353.375000
Iteration 152Q: 44 clusters Score -3.091856e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 55028 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 29972 members 
Mstep: Class 13 contains 80968 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 6496 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16253 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 9701 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 6584 members 
Mstep: Class 29 contains 77297 members 
Mstep: Class 30 contains 20577 members 
Mstep: Class 31 contains 5368 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 26680 members 
Mstep: Class 34 contains 23662 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 96077 members 
Mstep: Class 38 contains 3508 members 
Mstep: Class 39 contains 1868 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1732 members 
Mstep: Class 42 contains 2044 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918524.000000 Penalty: 92353.375000
Iteration 153Q: 44 clusters Score -3.091852e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 3 contains 55036 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30110 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16254 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 9679 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4399 members 
Mstep: Class 28 contains 6551 members 
Mstep: Class 29 contains 77296 members 
Mstep: Class 30 contains 20574 members 
Mstep: Class 31 contains 5365 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 26665 members 
Mstep: Class 34 contains 23717 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 95976 members 
Mstep: Class 38 contains 3510 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2189 members 
Mstep: Class 41 contains 1732 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918546.000000 Penalty: 92353.375000
Iteration 154Q: 44 clusters Score -3.091855e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 3 contains 55050 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30239 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16253 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 9655 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4406 members 
Mstep: Class 28 contains 6516 members 
Mstep: Class 29 contains 77297 members 
Mstep: Class 30 contains 20572 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 26649 members 
Mstep: Class 34 contains 23766 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 95901 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1736 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918674.000000 Penalty: 92353.375000
Iteration 155Q: 44 clusters Score -3.091867e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 55070 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30344 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16249 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9634 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 6485 members 
Mstep: Class 29 contains 77297 members 
Mstep: Class 30 contains 20571 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 26623 members 
Mstep: Class 34 contains 23804 members 
Mstep: Class 35 contains 3806 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 95852 members 
Mstep: Class 38 contains 3514 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1741 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918652.000000 Penalty: 92353.375000
Iteration 156Q: 44 clusters Score -3.091865e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 55098 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3442 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30442 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9616 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4413 members 
Mstep: Class 28 contains 6449 members 
Mstep: Class 29 contains 77297 members 
Mstep: Class 30 contains 20565 members 
Mstep: Class 31 contains 5367 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 26620 members 
Mstep: Class 34 contains 23831 members 
Mstep: Class 35 contains 3804 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 95804 members 
Mstep: Class 38 contains 3514 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1747 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918728.000000 Penalty: 92353.375000
Iteration 157Q: 44 clusters Score -3.091873e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55137 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30537 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16248 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 9602 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6362 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4419 members 
Mstep: Class 28 contains 6432 members 
Mstep: Class 29 contains 77294 members 
Mstep: Class 30 contains 20556 members 
Mstep: Class 31 contains 5368 members 
Mstep: Class 32 contains 2492 members 
Mstep: Class 33 contains 26615 members 
Mstep: Class 34 contains 23856 members 
Mstep: Class 35 contains 3804 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 95739 members 
Mstep: Class 38 contains 3515 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 1749 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30918756.000000 Penalty: 92353.375000
Iteration 158Q: 44 clusters Score -3.091876e+07 nChanged 271
Entering ConstructFrom: 
Score: -30918756.000000 Penalty: 92353.375000
Entering ConstructFrom: 
Trying to split cluster 1 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -228168.171875 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -228168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -224986.687500 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -224986.7 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -226015.531250 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -226015.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -226424.453125 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -226424.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -226994.234375 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -226994.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -227473.656250 Penalty: 2680.686768
	Iteration 4F: 3 clusters Score -227473.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -227766.750000 Penalty: 2680.686768
	Iteration 5F: 3 clusters Score -227766.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -227911.250000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -227911.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -227995.906250 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -227995.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -228032.890625 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -228032.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -228059.156250 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -228059.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -228069.468750 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -228069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -228074.671875 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -228074.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -228078.062500 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -228078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -228083.796875 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -228083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -228088.781250 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -228088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -228092.953125 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -228093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -228095.140625 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -228095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -228097.328125 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -228097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -228100.875000 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -228100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -228102.421875 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -228102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -228103.328125 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -228103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -228103.562500 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -228103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -228103.953125 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -228104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -228103.843750 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -228103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -228103.843750 Penalty: 2680.686768
	Iteration 24F: 3 clusters Score -228103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -259793.109375 Penalty: 1381.917603
	Iteration 0F: 2 clusters Score -259793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -255884.234375 Penalty: 2763.835205
	Iteration 0F: 3 clusters Score -255884.2 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -257012.328125 Penalty: 2763.835205
	Iteration 1F: 3 clusters Score -257012.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -257208.046875 Penalty: 2763.835205
	Iteration 2F: 3 clusters Score -257208 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -257342.656250 Penalty: 2763.835205
	Iteration 3F: 3 clusters Score -257342.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -257442.906250 Penalty: 2763.835205
	Iteration 4Q: 3 clusters Score -257442.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -257535.640625 Penalty: 2763.835205
	Iteration 5Q: 3 clusters Score -257535.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -257629.375000 Penalty: 2763.835205
	Iteration 6Q: 3 clusters Score -257629.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -257729.453125 Penalty: 2763.835205
	Iteration 7Q: 3 clusters Score -257729.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -257828.906250 Penalty: 2763.835205
	Iteration 8Q: 3 clusters Score -257828.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -257951.421875 Penalty: 2763.835205
	Iteration 9Q: 3 clusters Score -257951.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -258082.796875 Penalty: 2763.835205
	Iteration 10Q: 3 clusters Score -258082.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -258217.890625 Penalty: 2763.835205
	Iteration 11Q: 3 clusters Score -258217.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -258338.234375 Penalty: 2763.835205
	Iteration 12Q: 3 clusters Score -258338.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -258429.593750 Penalty: 2763.835205
	Iteration 13Q: 3 clusters Score -258429.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -258491.765625 Penalty: 2763.835205
	Iteration 14Q: 3 clusters Score -258491.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -258552.125000 Penalty: 2763.835205
	Iteration 15Q: 3 clusters Score -258552.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -258595.296875 Penalty: 2763.835205
	Iteration 16Q: 3 clusters Score -258595.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -258623.328125 Penalty: 2763.835205
	Iteration 17Q: 3 clusters Score -258623.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -258660.250000 Penalty: 2763.835205
	Iteration 18Q: 3 clusters Score -258660.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -258686.765625 Penalty: 2763.835205
	Iteration 19Q: 3 clusters Score -258686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -258701.562500 Penalty: 2763.835205
	Iteration 20F: 3 clusters Score -258701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -258709.546875 Penalty: 2763.835205
	Iteration 21Q: 3 clusters Score -258709.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -258722.921875 Penalty: 2763.835205
	Iteration 22Q: 3 clusters Score -258722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -258730.640625 Penalty: 2763.835205
	Iteration 23Q: 3 clusters Score -258730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -258736.031250 Penalty: 2763.835205
	Iteration 24Q: 3 clusters Score -258736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -258744.187500 Penalty: 2763.835205
	Iteration 25Q: 3 clusters Score -258744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -258752.468750 Penalty: 2763.835205
	Iteration 26Q: 3 clusters Score -258752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -258759.609375 Penalty: 2763.835205
	Iteration 27Q: 3 clusters Score -258759.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -258764.500000 Penalty: 2763.835205
	Iteration 28Q: 3 clusters Score -258764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -258768.843750 Penalty: 2763.835205
	Iteration 29Q: 3 clusters Score -258768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -258776.390625 Penalty: 2763.835205
	Iteration 30Q: 3 clusters Score -258776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -258784.031250 Penalty: 2763.835205
	Iteration 31Q: 3 clusters Score -258784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -258787.015625 Penalty: 2763.835205
	Iteration 32Q: 3 clusters Score -258787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -258789.593750 Penalty: 2763.835205
	Iteration 33Q: 3 clusters Score -258789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -258790.953125 Penalty: 2763.835205
	Iteration 34Q: 3 clusters Score -258791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -258793.921875 Penalty: 2763.835205
	Iteration 35Q: 3 clusters Score -258793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -258794.109375 Penalty: 2763.835205
	Iteration 36Q: 3 clusters Score -258794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -258794.109375 Penalty: 2763.835205
	Iteration 37F: 3 clusters Score -258794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Entering Unmasked Estep 
Score: -3341826.500000 Penalty: 1774.215210
	Iteration 0F: 2 clusters Score -3341826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3304917.250000 Penalty: 3548.430420
	Iteration 0F: 3 clusters Score -3304917 nChanged 26074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3320062.000000 Penalty: 3548.430420
	Iteration 1F: 3 clusters Score -3320062 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3320707.750000 Penalty: 3548.430420
	Iteration 2Q: 3 clusters Score -3320708 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3321555.750000 Penalty: 3548.430420
	Iteration 3Q: 3 clusters Score -3321556 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3322716.000000 Penalty: 3548.430420
	Iteration 4Q: 3 clusters Score -3322716 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3324250.500000 Penalty: 3548.430420
	Iteration 5F: 3 clusters Score -3324250 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3326167.500000 Penalty: 3548.430420
	Iteration 6F: 3 clusters Score -3326168 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3328523.250000 Penalty: 3548.430420
	Iteration 7F: 3 clusters Score -3328523 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3330929.250000 Penalty: 3548.430420
	Iteration 8F: 3 clusters Score -3330929 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3332894.750000 Penalty: 3548.430420
	Iteration 9F: 3 clusters Score -3332895 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3334002.750000 Penalty: 3548.430420
	Iteration 10Q: 3 clusters Score -3334003 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3334655.250000 Penalty: 3548.430420
	Iteration 11Q: 3 clusters Score -3334655 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3335166.500000 Penalty: 3548.430420
	Iteration 12Q: 3 clusters Score -3335166 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3335596.500000 Penalty: 3548.430420
	Iteration 13Q: 3 clusters Score -3335596 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3336022.000000 Penalty: 3548.430420
	Iteration 14Q: 3 clusters Score -3336022 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3336491.500000 Penalty: 3548.430420
	Iteration 15Q: 3 clusters Score -3336492 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3336946.500000 Penalty: 3548.430420
	Iteration 16Q: 3 clusters Score -3336946 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3337314.750000 Penalty: 3548.430420
	Iteration 17Q: 3 clusters Score -3337315 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3337679.000000 Penalty: 3548.430420
	Iteration 18Q: 3 clusters Score -3337679 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3338013.000000 Penalty: 3548.430420
	Iteration 19Q: 3 clusters Score -3338013 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3338251.250000 Penalty: 3548.430420
	Iteration 20F: 3 clusters Score -3338251 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3338481.000000 Penalty: 3548.430420
	Iteration 21Q: 3 clusters Score -3338481 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3338682.500000 Penalty: 3548.430420
	Iteration 22Q: 3 clusters Score -3338682 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3338860.250000 Penalty: 3548.430420
	Iteration 23Q: 3 clusters Score -3338860 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3338963.250000 Penalty: 3548.430420
	Iteration 24Q: 3 clusters Score -3338963 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3339080.750000 Penalty: 3548.430420
	Iteration 25Q: 3 clusters Score -3339081 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3339181.250000 Penalty: 3548.430420
	Iteration 26Q: 3 clusters Score -3339181 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3339286.500000 Penalty: 3548.430420
	Iteration 27Q: 3 clusters Score -3339286 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3339368.750000 Penalty: 3548.430420
	Iteration 28Q: 3 clusters Score -3339369 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3339431.000000 Penalty: 3548.430420
	Iteration 29Q: 3 clusters Score -3339431 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3339500.750000 Penalty: 3548.430420
	Iteration 30Q: 3 clusters Score -3339501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3339559.000000 Penalty: 3548.430420
	Iteration 31Q: 3 clusters Score -3339559 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3339632.500000 Penalty: 3548.430420
	Iteration 32Q: 3 clusters Score -3339632 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3339676.500000 Penalty: 3548.430420
	Iteration 33Q: 3 clusters Score -3339676 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3339716.500000 Penalty: 3548.430420
	Iteration 34Q: 3 clusters Score -3339716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3339749.500000 Penalty: 3548.430420
	Iteration 35Q: 3 clusters Score -3339750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3339789.250000 Penalty: 3548.430420
	Iteration 36Q: 3 clusters Score -3339789 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3339819.750000 Penalty: 3548.430420
	Iteration 37Q: 3 clusters Score -3339820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3339861.250000 Penalty: 3548.430420
	Iteration 38Q: 3 clusters Score -3339861 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3339897.500000 Penalty: 3548.430420
	Iteration 39Q: 3 clusters Score -3339898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3339900.000000 Penalty: 3548.430420
	Iteration 40F: 3 clusters Score -3339900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3339914.250000 Penalty: 3548.430420
	Iteration 41Q: 3 clusters Score -3339914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3339934 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3339947.500000 Penalty: 3548.430420
	Iteration 43Q: 3 clusters Score -3339948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3339959 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3339963.500000 Penalty: 3548.430420
	Iteration 45Q: 3 clusters Score -3339964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3339973.250000 Penalty: 3548.430420
	Iteration 46Q: 3 clusters Score -3339973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3339987.500000 Penalty: 3548.430420
	Iteration 47Q: 3 clusters Score -3339988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3339999.000000 Penalty: 3548.430420
	Iteration 48Q: 3 clusters Score -3339999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3340000.000000 Penalty: 3548.430420
	Iteration 49Q: 3 clusters Score -3340000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3340005.250000 Penalty: 3548.430420
	Iteration 50Q: 3 clusters Score -3340005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3340006.250000 Penalty: 3548.430420
	Iteration 51Q: 3 clusters Score -3340006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3340011.250000 Penalty: 3548.430420
	Iteration 52Q: 3 clusters Score -3340011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3340011.000000 Penalty: 3548.430420
	Iteration 53Q: 3 clusters Score -3340011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3340015.250000 Penalty: 3548.430420
	Iteration 54Q: 3 clusters Score -3340015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3340015.250000 Penalty: 3548.430420
	Iteration 55Q: 3 clusters Score -3340015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3340024.000000 Penalty: 3548.430420
	Iteration 56Q: 3 clusters Score -3340024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3340018.000000 Penalty: 3548.430420
	Iteration 57Q: 3 clusters Score -3340018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3340023.250000 Penalty: 3548.430420
	Iteration 58Q: 3 clusters Score -3340023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3340028.750000 Penalty: 3548.430420
	Iteration 59Q: 3 clusters Score -3340029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3340030.750000 Penalty: 3548.430420
	Iteration 60F: 3 clusters Score -3340031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3340035.750000 Penalty: 3548.430420
	Iteration 61Q: 3 clusters Score -3340036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3340036.000000 Penalty: 3548.430420
	Iteration 62Q: 3 clusters Score -3340036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3340040.250000 Penalty: 3548.430420
	Iteration 63Q: 3 clusters Score -3340040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3340039.000000 Penalty: 3548.430420
	Iteration 64Q: 3 clusters Score -3340039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3340038.250000 Penalty: 3548.430420
	Iteration 65Q: 3 clusters Score -3340038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3340039.000000 Penalty: 3548.430420
	Iteration 66Q: 3 clusters Score -3340039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3340042.250000 Penalty: 3548.430420
	Iteration 67Q: 3 clusters Score -3340042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3340046.000000 Penalty: 3548.430420
	Iteration 68Q: 3 clusters Score -3340046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3340042.000000 Penalty: 3548.430420
	Iteration 69Q: 3 clusters Score -3340042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3340046.000000 Penalty: 3548.430420
	Iteration 70Q: 3 clusters Score -3340046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3340042.750000 Penalty: 3548.430420
	Iteration 71Q: 3 clusters Score -3340043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3340045.500000 Penalty: 3548.430420
	Iteration 72Q: 3 clusters Score -3340046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3340050.000000 Penalty: 3548.430420
	Iteration 73Q: 3 clusters Score -3340050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3340048.500000 Penalty: 3548.430420
	Iteration 74Q: 3 clusters Score -3340048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3340064.250000 Penalty: 3548.430420
	Iteration 75Q: 3 clusters Score -3340064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3340060.750000 Penalty: 3548.430420
	Iteration 76Q: 3 clusters Score -3340061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3340061.500000 Penalty: 3548.430420
	Iteration 77Q: 3 clusters Score -3340062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3340067.750000 Penalty: 3548.430420
	Iteration 78Q: 3 clusters Score -3340068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3340077.250000 Penalty: 3548.430420
	Iteration 79Q: 3 clusters Score -3340077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3340080.250000 Penalty: 3548.430420
	Iteration 80F: 3 clusters Score -3340080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3340076.000000 Penalty: 3548.430420
	Iteration 81Q: 3 clusters Score -3340076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3340081.750000 Penalty: 3548.430420
	Iteration 82Q: 3 clusters Score -3340082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3340088.250000 Penalty: 3548.430420
	Iteration 83Q: 3 clusters Score -3340088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3340097.000000 Penalty: 3548.430420
	Iteration 84Q: 3 clusters Score -3340097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3340099.750000 Penalty: 3548.430420
	Iteration 85Q: 3 clusters Score -3340100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3340104.500000 Penalty: 3548.430420
	Iteration 86Q: 3 clusters Score -3340104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3340108.500000 Penalty: 3548.430420
	Iteration 87Q: 3 clusters Score -3340108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3340116.250000 Penalty: 3548.430420
	Iteration 88Q: 3 clusters Score -3340116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3340115.750000 Penalty: 3548.430420
	Iteration 89Q: 3 clusters Score -3340116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3340121.000000 Penalty: 3548.430420
	Iteration 90Q: 3 clusters Score -3340121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3340120.500000 Penalty: 3548.430420
	Iteration 91Q: 3 clusters Score -3340120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3340118.250000 Penalty: 3548.430420
	Iteration 92Q: 3 clusters Score -3340118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3340126.000000 Penalty: 3548.430420
	Iteration 93Q: 3 clusters Score -3340126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3340130.250000 Penalty: 3548.430420
	Iteration 94Q: 3 clusters Score -3340130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3340131.500000 Penalty: 3548.430420
	Iteration 95Q: 3 clusters Score -3340132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3340137.750000 Penalty: 3548.430420
	Iteration 96Q: 3 clusters Score -3340138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3340136.250000 Penalty: 3548.430420
	Iteration 97Q: 3 clusters Score -3340136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3340140.750000 Penalty: 3548.430420
	Iteration 98Q: 3 clusters Score -3340141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3340142.000000 Penalty: 3548.430420
	Iteration 99Q: 3 clusters Score -3340142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3340145.000000 Penalty: 3548.430420
	Iteration 100F: 3 clusters Score -3340145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3340144.750000 Penalty: 3548.430420
	Iteration 101Q: 3 clusters Score -3340145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3340149.750000 Penalty: 3548.430420
	Iteration 102Q: 3 clusters Score -3340150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3340152.500000 Penalty: 3548.430420
	Iteration 103Q: 3 clusters Score -3340152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3340146.250000 Penalty: 3548.430420
	Iteration 104Q: 3 clusters Score -3340146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3340151.000000 Penalty: 3548.430420
	Iteration 105Q: 3 clusters Score -3340151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3340162.250000 Penalty: 3548.430420
	Iteration 106Q: 3 clusters Score -3340162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3340156.250000 Penalty: 3548.430420
	Iteration 107Q: 3 clusters Score -3340156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3340162.250000 Penalty: 3548.430420
	Iteration 108Q: 3 clusters Score -3340162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3340164.250000 Penalty: 3548.430420
	Iteration 109Q: 3 clusters Score -3340164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3340162.500000 Penalty: 3548.430420
	Iteration 110Q: 3 clusters Score -3340162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3340160.750000 Penalty: 3548.430420
	Iteration 111Q: 3 clusters Score -3340161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3340157.250000 Penalty: 3548.430420
	Iteration 112Q: 3 clusters Score -3340157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3340155.750000 Penalty: 3548.430420
	Iteration 113Q: 3 clusters Score -3340156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3340161.250000 Penalty: 3548.430420
	Iteration 114Q: 3 clusters Score -3340161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3340158.500000 Penalty: 3548.430420
	Iteration 115Q: 3 clusters Score -3340158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3340159.000000 Penalty: 3548.430420
	Iteration 116Q: 3 clusters Score -3340159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3340162.250000 Penalty: 3548.430420
	Iteration 117Q: 3 clusters Score -3340162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3340160.250000 Penalty: 3548.430420
	Iteration 118Q: 3 clusters Score -3340160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3340164.750000 Penalty: 3548.430420
	Iteration 119Q: 3 clusters Score -3340165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3340163.000000 Penalty: 3548.430420
	Iteration 120F: 3 clusters Score -3340163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3340165.500000 Penalty: 3548.430420
	Iteration 121Q: 3 clusters Score -3340166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3340163.500000 Penalty: 3548.430420
	Iteration 122Q: 3 clusters Score -3340164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3340165.500000 Penalty: 3548.430420
	Iteration 123Q: 3 clusters Score -3340166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3340165.250000 Penalty: 3548.430420
	Iteration 124Q: 3 clusters Score -3340165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3340165.250000 Penalty: 3548.430420
	Iteration 125F: 3 clusters Score -3340165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -291039.843750 Penalty: 1399.443115
	Iteration 0F: 2 clusters Score -291039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -286770.906250 Penalty: 2798.886230
	Iteration 0F: 3 clusters Score -286770.9 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -288051.343750 Penalty: 2798.886230
	Iteration 1F: 3 clusters Score -288051.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -288256.843750 Penalty: 2798.886230
	Iteration 2F: 3 clusters Score -288256.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -288398.468750 Penalty: 2798.886230
	Iteration 3F: 3 clusters Score -288398.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -288505.312500 Penalty: 2798.886230
	Iteration 4Q: 3 clusters Score -288505.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -288574.625000 Penalty: 2798.886230
	Iteration 5Q: 3 clusters Score -288574.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -288633.312500 Penalty: 2798.886230
	Iteration 6Q: 3 clusters Score -288633.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -288690.468750 Penalty: 2798.886230
	Iteration 7Q: 3 clusters Score -288690.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -288747.656250 Penalty: 2798.886230
	Iteration 8Q: 3 clusters Score -288747.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -288821.218750 Penalty: 2798.886230
	Iteration 9Q: 3 clusters Score -288821.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -288901.375000 Penalty: 2798.886230
	Iteration 10Q: 3 clusters Score -288901.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -288980.937500 Penalty: 2798.886230
	Iteration 11Q: 3 clusters Score -288980.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -289069.437500 Penalty: 2798.886230
	Iteration 12Q: 3 clusters Score -289069.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289157.468750 Penalty: 2798.886230
	Iteration 13Q: 3 clusters Score -289157.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -289253.875000 Penalty: 2798.886230
	Iteration 14Q: 3 clusters Score -289253.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -289345.906250 Penalty: 2798.886230
	Iteration 15Q: 3 clusters Score -289345.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -289442.250000 Penalty: 2798.886230
	Iteration 16Q: 3 clusters Score -289442.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -289554.375000 Penalty: 2798.886230
	Iteration 17Q: 3 clusters Score -289554.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -289687.125000 Penalty: 2798.886230
	Iteration 18Q: 3 clusters Score -289687.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -289800.687500 Penalty: 2798.886230
	Iteration 19Q: 3 clusters Score -289800.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -289874.125000 Penalty: 2798.886230
	Iteration 20F: 3 clusters Score -289874.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -289933.031250 Penalty: 2798.886230
	Iteration 21Q: 3 clusters Score -289933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -289980.937500 Penalty: 2798.886230
	Iteration 22Q: 3 clusters Score -289980.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -290012.093750 Penalty: 2798.886230
	Iteration 23Q: 3 clusters Score -290012.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -290042.000000 Penalty: 2798.886230
	Iteration 24Q: 3 clusters Score -290042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -290072.218750 Penalty: 2798.886230
	Iteration 25Q: 3 clusters Score -290072.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -290093.250000 Penalty: 2798.886230
	Iteration 26Q: 3 clusters Score -290093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -290103.156250 Penalty: 2798.886230
	Iteration 27Q: 3 clusters Score -290103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -290111.062500 Penalty: 2798.886230
	Iteration 28Q: 3 clusters Score -290111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -290114.687500 Penalty: 2798.886230
	Iteration 29Q: 3 clusters Score -290114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -290117.281250 Penalty: 2798.886230
	Iteration 30Q: 3 clusters Score -290117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -290118.156250 Penalty: 2798.886230
	Iteration 31Q: 3 clusters Score -290118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -290119.437500 Penalty: 2798.886230
	Iteration 32Q: 3 clusters Score -290119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -290122.625000 Penalty: 2798.886230
	Iteration 33Q: 3 clusters Score -290122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -290122.625000 Penalty: 2798.886230
	Iteration 34F: 3 clusters Score -290122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -139930.875000 Penalty: 1270.625610
	Iteration 0F: 2 clusters Score -139930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -137544.500000 Penalty: 2541.251221
	Iteration 0F: 3 clusters Score -137544.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -138075.234375 Penalty: 2541.251221
	Iteration 1F: 3 clusters Score -138075.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -138205.750000 Penalty: 2541.251221
	Iteration 2F: 3 clusters Score -138205.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -138282.015625 Penalty: 2541.251221
	Iteration 3Q: 3 clusters Score -138282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -138347.750000 Penalty: 2541.251221
	Iteration 4Q: 3 clusters Score -138347.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -138391.718750 Penalty: 2541.251221
	Iteration 5Q: 3 clusters Score -138391.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -138431.203125 Penalty: 2541.251221
	Iteration 6Q: 3 clusters Score -138431.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -138469.953125 Penalty: 2541.251221
	Iteration 7Q: 3 clusters Score -138470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -138508.781250 Penalty: 2541.251221
	Iteration 8Q: 3 clusters Score -138508.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -138565.562500 Penalty: 2541.251221
	Iteration 9Q: 3 clusters Score -138565.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -138611.375000 Penalty: 2541.251221
	Iteration 10Q: 3 clusters Score -138611.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -138648.703125 Penalty: 2541.251221
	Iteration 11Q: 3 clusters Score -138648.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -138689.421875 Penalty: 2541.251221
	Iteration 12Q: 3 clusters Score -138689.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -138733.484375 Penalty: 2541.251221
	Iteration 13Q: 3 clusters Score -138733.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -138785.125000 Penalty: 2541.251221
	Iteration 14Q: 3 clusters Score -138785.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -138834.421875 Penalty: 2541.251221
	Iteration 15Q: 3 clusters Score -138834.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -138872.906250 Penalty: 2541.251221
	Iteration 16Q: 3 clusters Score -138872.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -138928.140625 Penalty: 2541.251221
	Iteration 17Q: 3 clusters Score -138928.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -139001.671875 Penalty: 2541.251221
	Iteration 18Q: 3 clusters Score -139001.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -139062.156250 Penalty: 2541.251221
	Iteration 19Q: 3 clusters Score -139062.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -139104.906250 Penalty: 2541.251221
	Iteration 20F: 3 clusters Score -139104.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -139128.343750 Penalty: 2541.251221
	Iteration 21Q: 3 clusters Score -139128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -139142.406250 Penalty: 2541.251221
	Iteration 22Q: 3 clusters Score -139142.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139151.687500 Penalty: 2541.251221
	Iteration 23Q: 3 clusters Score -139151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -139158.390625 Penalty: 2541.251221
	Iteration 24Q: 3 clusters Score -139158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -139163.796875 Penalty: 2541.251221
	Iteration 25Q: 3 clusters Score -139163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -139167.937500 Penalty: 2541.251221
	Iteration 26Q: 3 clusters Score -139167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -139169.359375 Penalty: 2541.251221
	Iteration 27Q: 3 clusters Score -139169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -139170.734375 Penalty: 2541.251221
	Iteration 28Q: 3 clusters Score -139170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -139173.468750 Penalty: 2541.251221
	Iteration 29Q: 3 clusters Score -139173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -139175.656250 Penalty: 2541.251221
	Iteration 30Q: 3 clusters Score -139175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -139178.000000 Penalty: 2541.251221
	Iteration 31Q: 3 clusters Score -139178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -139179.625000 Penalty: 2541.251221
	Iteration 32Q: 3 clusters Score -139179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -139180.781250 Penalty: 2541.251221
	Iteration 33Q: 3 clusters Score -139180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -139182.140625 Penalty: 2541.251221
	Iteration 34Q: 3 clusters Score -139182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -139183.421875 Penalty: 2541.251221
	Iteration 35Q: 3 clusters Score -139183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -139183.750000 Penalty: 2541.251221
	Iteration 36Q: 3 clusters Score -139183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -139184.375000 Penalty: 2541.251221
	Iteration 37Q: 3 clusters Score -139184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -139184.375000 Penalty: 2541.251221
	Iteration 38F: 3 clusters Score -139184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Entering Unmasked Estep 
Score: -384151.656250 Penalty: 1422.063110
	Iteration 0F: 2 clusters Score -384151.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -379367.500000 Penalty: 2844.126221
	Iteration 0F: 3 clusters Score -379367.5 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -380722.406250 Penalty: 2844.126221
	Iteration 1F: 3 clusters Score -380722.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -380908.218750 Penalty: 2844.126221
	Iteration 2F: 3 clusters Score -380908.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -381031.968750 Penalty: 2844.126221
	Iteration 3Q: 3 clusters Score -381032 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -381130.093750 Penalty: 2844.126221
	Iteration 4Q: 3 clusters Score -381130.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -381215.437500 Penalty: 2844.126221
	Iteration 5Q: 3 clusters Score -381215.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -381294.656250 Penalty: 2844.126221
	Iteration 6Q: 3 clusters Score -381294.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -381383.812500 Penalty: 2844.126221
	Iteration 7Q: 3 clusters Score -381383.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -381470.968750 Penalty: 2844.126221
	Iteration 8Q: 3 clusters Score -381471 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -381565.343750 Penalty: 2844.126221
	Iteration 9Q: 3 clusters Score -381565.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -381702.093750 Penalty: 2844.126221
	Iteration 10Q: 3 clusters Score -381702.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -381850.812500 Penalty: 2844.126221
	Iteration 11Q: 3 clusters Score -381850.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -381992.875000 Penalty: 2844.126221
	Iteration 12Q: 3 clusters Score -381992.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -382139.906250 Penalty: 2844.126221
	Iteration 13Q: 3 clusters Score -382139.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -382266.781250 Penalty: 2844.126221
	Iteration 14Q: 3 clusters Score -382266.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -382428.687500 Penalty: 2844.126221
	Iteration 15Q: 3 clusters Score -382428.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -382555.468750 Penalty: 2844.126221
	Iteration 16Q: 3 clusters Score -382555.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -382651.281250 Penalty: 2844.126221
	Iteration 17Q: 3 clusters Score -382651.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -382712.781250 Penalty: 2844.126221
	Iteration 18Q: 3 clusters Score -382712.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -382760.718750 Penalty: 2844.126221
	Iteration 19Q: 3 clusters Score -382760.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -382785.125000 Penalty: 2844.126221
	Iteration 20F: 3 clusters Score -382785.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -382807.375000 Penalty: 2844.126221
	Iteration 21Q: 3 clusters Score -382807.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -382825.375000 Penalty: 2844.126221
	Iteration 22Q: 3 clusters Score -382825.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -382838.250000 Penalty: 2844.126221
	Iteration 23Q: 3 clusters Score -382838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -382844.281250 Penalty: 2844.126221
	Iteration 24Q: 3 clusters Score -382844.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -382851.406250 Penalty: 2844.126221
	Iteration 25Q: 3 clusters Score -382851.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -382858.906250 Penalty: 2844.126221
	Iteration 26Q: 3 clusters Score -382858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -382868.093750 Penalty: 2844.126221
	Iteration 27Q: 3 clusters Score -382868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -382875.500000 Penalty: 2844.126221
	Iteration 28Q: 3 clusters Score -382875.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -382882.625000 Penalty: 2844.126221
	Iteration 29Q: 3 clusters Score -382882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -382887.031250 Penalty: 2844.126221
	Iteration 30Q: 3 clusters Score -382887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -382888.031250 Penalty: 2844.126221
	Iteration 31Q: 3 clusters Score -382888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -382891.375000 Penalty: 2844.126221
	Iteration 32Q: 3 clusters Score -382891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -382895.062500 Penalty: 2844.126221
	Iteration 33Q: 3 clusters Score -382895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -382896.406250 Penalty: 2844.126221
	Iteration 34Q: 3 clusters Score -382896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -382897.000000 Penalty: 2844.126221
	Iteration 35Q: 3 clusters Score -382897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -382898.468750 Penalty: 2844.126221
	Iteration 36Q: 3 clusters Score -382898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -382899.437500 Penalty: 2844.126221
	Iteration 37Q: 3 clusters Score -382899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -382900.375000 Penalty: 2844.126221
	Iteration 38Q: 3 clusters Score -382900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -382900.781250 Penalty: 2844.126221
	Iteration 39Q: 3 clusters Score -382900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -382901.468750 Penalty: 2844.126221
	Iteration 40F: 3 clusters Score -382901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -382903.187500 Penalty: 2844.126221
	Iteration 41Q: 3 clusters Score -382903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -382904.062500 Penalty: 2844.126221
	Iteration 42Q: 3 clusters Score -382904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -382904.062500 Penalty: 2844.126221
	Iteration 43F: 3 clusters Score -382904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -78515.320312 Penalty: 1222.390015
	Iteration 0F: 2 clusters Score -78515.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -76576.320312 Penalty: 2444.780029
	Iteration 0F: 3 clusters Score -76576.32 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -77228.000000 Penalty: 2444.780029
	Iteration 1F: 3 clusters Score -77228 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -77441.078125 Penalty: 2444.780029
	Iteration 2F: 3 clusters Score -77441.08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -77595.562500 Penalty: 2444.780029
	Iteration 3F: 3 clusters Score -77595.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -77710.507812 Penalty: 2444.780029
	Iteration 4F: 3 clusters Score -77710.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -77767.437500 Penalty: 2444.780029
	Iteration 5Q: 3 clusters Score -77767.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -77816.632812 Penalty: 2444.780029
	Iteration 6Q: 3 clusters Score -77816.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -77852.585938 Penalty: 2444.780029
	Iteration 7Q: 3 clusters Score -77852.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -77897.414062 Penalty: 2444.780029
	Iteration 8Q: 3 clusters Score -77897.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -77939.476562 Penalty: 2444.780029
	Iteration 9Q: 3 clusters Score -77939.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -77996.015625 Penalty: 2444.780029
	Iteration 10Q: 3 clusters Score -77996.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -78036.171875 Penalty: 2444.780029
	Iteration 11Q: 3 clusters Score -78036.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -78089.078125 Penalty: 2444.780029
	Iteration 12Q: 3 clusters Score -78089.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -78161.218750 Penalty: 2444.780029
	Iteration 13Q: 3 clusters Score -78161.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -78214.789062 Penalty: 2444.780029
	Iteration 14Q: 3 clusters Score -78214.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -78246.710938 Penalty: 2444.780029
	Iteration 15Q: 3 clusters Score -78246.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78266.460938 Penalty: 2444.780029
	Iteration 16Q: 3 clusters Score -78266.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -78276.835938 Penalty: 2444.780029
	Iteration 17Q: 3 clusters Score -78276.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -78281.265625 Penalty: 2444.780029
	Iteration 18Q: 3 clusters Score -78281.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -78290.640625 Penalty: 2444.780029
	Iteration 19Q: 3 clusters Score -78290.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -78302.312500 Penalty: 2444.780029
	Iteration 20F: 3 clusters Score -78302.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -78310.976562 Penalty: 2444.780029
	Iteration 21Q: 3 clusters Score -78310.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -78316.804688 Penalty: 2444.780029
	Iteration 22Q: 3 clusters Score -78316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -78319.484375 Penalty: 2444.780029
	Iteration 23Q: 3 clusters Score -78319.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -78321.015625 Penalty: 2444.780029
	Iteration 24Q: 3 clusters Score -78321.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -78321.742188 Penalty: 2444.780029
	Iteration 25Q: 3 clusters Score -78321.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -78322.390625 Penalty: 2444.780029
	Iteration 26Q: 3 clusters Score -78322.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -78323.070312 Penalty: 2444.780029
	Iteration 27Q: 3 clusters Score -78323.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -78323.296875 Penalty: 2444.780029
	Iteration 28Q: 3 clusters Score -78323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -78323.296875 Penalty: 2444.780029
	Iteration 29F: 3 clusters Score -78323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -118054.125000 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -118054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -115846.265625 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -115846.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -116437.062500 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -116437.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -116673.250000 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -116673.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -116888.179688 Penalty: 2500.973389
	Iteration 3F: 3 clusters Score -116888.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -117051.312500 Penalty: 2500.973389
	Iteration 4F: 3 clusters Score -117051.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -117175.515625 Penalty: 2500.973389
	Iteration 5F: 3 clusters Score -117175.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -117287.492188 Penalty: 2500.973389
	Iteration 6Q: 3 clusters Score -117287.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -117382.218750 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -117382.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -117457.843750 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -117457.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -117497.242188 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -117497.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -117515.710938 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -117515.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -117524.093750 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -117524.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -117531.273438 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -117531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -117537.875000 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -117537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -117542.148438 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -117542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -117545.265625 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -117545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -117546.203125 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -117546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -117547.460938 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -117547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -117548.335938 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -117548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -117549.046875 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -117549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -117549.750000 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -117549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -117550.976562 Penalty: 2500.973389
	Iteration 21Q: 3 clusters Score -117551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -117555.171875 Penalty: 2500.973389
	Iteration 22Q: 3 clusters Score -117555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -117557.781250 Penalty: 2500.973389
	Iteration 23Q: 3 clusters Score -117557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -117559.789062 Penalty: 2500.973389
	Iteration 24Q: 3 clusters Score -117559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -117563.195312 Penalty: 2500.973389
	Iteration 25Q: 3 clusters Score -117563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -117567.101562 Penalty: 2500.973389
	Iteration 26Q: 3 clusters Score -117567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -117571.007812 Penalty: 2500.973389
	Iteration 27Q: 3 clusters Score -117571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -117571.937500 Penalty: 2500.973389
	Iteration 28Q: 3 clusters Score -117571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -117572.804688 Penalty: 2500.973389
	Iteration 29Q: 3 clusters Score -117572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -117573.085938 Penalty: 2500.973389
	Iteration 30Q: 3 clusters Score -117573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -117575.765625 Penalty: 2500.973389
	Iteration 31Q: 3 clusters Score -117575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -117577.203125 Penalty: 2500.973389
	Iteration 32Q: 3 clusters Score -117577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -117579.429688 Penalty: 2500.973389
	Iteration 33Q: 3 clusters Score -117579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -117580.179688 Penalty: 2500.973389
	Iteration 34Q: 3 clusters Score -117580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -117580.867188 Penalty: 2500.973389
	Iteration 35Q: 3 clusters Score -117580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -117580.867188 Penalty: 2500.973389
	Iteration 36F: 3 clusters Score -117580.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -183165.671875 Penalty: 1323.416016
	Iteration 0F: 2 clusters Score -183165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -180169.656250 Penalty: 2646.832031
	Iteration 0F: 3 clusters Score -180169.7 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -180894.093750 Penalty: 2646.832031
	Iteration 1F: 3 clusters Score -180894.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -181051.109375 Penalty: 2646.832031
	Iteration 2F: 3 clusters Score -181051.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -181162.843750 Penalty: 2646.832031
	Iteration 3F: 3 clusters Score -181162.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -181233.953125 Penalty: 2646.832031
	Iteration 4Q: 3 clusters Score -181234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -181302.015625 Penalty: 2646.832031
	Iteration 5Q: 3 clusters Score -181302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -181373.828125 Penalty: 2646.832031
	Iteration 6Q: 3 clusters Score -181373.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -181438.078125 Penalty: 2646.832031
	Iteration 7Q: 3 clusters Score -181438.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -181493.281250 Penalty: 2646.832031
	Iteration 8Q: 3 clusters Score -181493.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -181563.078125 Penalty: 2646.832031
	Iteration 9Q: 3 clusters Score -181563.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -181636.281250 Penalty: 2646.832031
	Iteration 10Q: 3 clusters Score -181636.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -181697.609375 Penalty: 2646.832031
	Iteration 11Q: 3 clusters Score -181697.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -181754.375000 Penalty: 2646.832031
	Iteration 12Q: 3 clusters Score -181754.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -181816.031250 Penalty: 2646.832031
	Iteration 13Q: 3 clusters Score -181816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -181883.500000 Penalty: 2646.832031
	Iteration 14Q: 3 clusters Score -181883.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -181941.093750 Penalty: 2646.832031
	Iteration 15Q: 3 clusters Score -181941.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -181997.609375 Penalty: 2646.832031
	Iteration 16Q: 3 clusters Score -181997.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -182041.421875 Penalty: 2646.832031
	Iteration 17Q: 3 clusters Score -182041.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -182085.359375 Penalty: 2646.832031
	Iteration 18Q: 3 clusters Score -182085.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -182124.859375 Penalty: 2646.832031
	Iteration 19Q: 3 clusters Score -182124.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -182167.750000 Penalty: 2646.832031
	Iteration 20F: 3 clusters Score -182167.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -182220.062500 Penalty: 2646.832031
	Iteration 21Q: 3 clusters Score -182220.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -182282.156250 Penalty: 2646.832031
	Iteration 22Q: 3 clusters Score -182282.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -182357.031250 Penalty: 2646.832031
	Iteration 23Q: 3 clusters Score -182357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -182414.593750 Penalty: 2646.832031
	Iteration 24Q: 3 clusters Score -182414.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -182454.078125 Penalty: 2646.832031
	Iteration 25Q: 3 clusters Score -182454.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -182483.703125 Penalty: 2646.832031
	Iteration 26Q: 3 clusters Score -182483.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -182509.187500 Penalty: 2646.832031
	Iteration 27Q: 3 clusters Score -182509.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -182525.031250 Penalty: 2646.832031
	Iteration 28Q: 3 clusters Score -182525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -182536.187500 Penalty: 2646.832031
	Iteration 29Q: 3 clusters Score -182536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -182548.000000 Penalty: 2646.832031
	Iteration 30Q: 3 clusters Score -182548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -182559.203125 Penalty: 2646.832031
	Iteration 31Q: 3 clusters Score -182559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -182568.828125 Penalty: 2646.832031
	Iteration 32Q: 3 clusters Score -182568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -182576.953125 Penalty: 2646.832031
	Iteration 33Q: 3 clusters Score -182577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -182583.671875 Penalty: 2646.832031
	Iteration 34Q: 3 clusters Score -182583.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -182587.187500 Penalty: 2646.832031
	Iteration 35Q: 3 clusters Score -182587.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -182592.109375 Penalty: 2646.832031
	Iteration 36Q: 3 clusters Score -182592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -182597.171875 Penalty: 2646.832031
	Iteration 37Q: 3 clusters Score -182597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -182606.343750 Penalty: 2646.832031
	Iteration 38Q: 3 clusters Score -182606.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -182614.609375 Penalty: 2646.832031
	Iteration 39Q: 3 clusters Score -182614.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -182625.359375 Penalty: 2646.832031
	Iteration 40F: 3 clusters Score -182625.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -182630.359375 Penalty: 2646.832031
	Iteration 41Q: 3 clusters Score -182630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -182635.656250 Penalty: 2646.832031
	Iteration 42Q: 3 clusters Score -182635.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -182638.875000 Penalty: 2646.832031
	Iteration 43Q: 3 clusters Score -182638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -182640.578125 Penalty: 2646.832031
	Iteration 44Q: 3 clusters Score -182640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -182640.953125 Penalty: 2646.832031
	Iteration 45Q: 3 clusters Score -182641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -182641.171875 Penalty: 2646.832031
	Iteration 46Q: 3 clusters Score -182641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -182641.500000 Penalty: 2646.832031
	Iteration 47Q: 3 clusters Score -182641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -182641.500000 Penalty: 2646.832031
	Iteration 48F: 3 clusters Score -182641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -99001.710938 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -99001.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -97105.929688 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -97105.93 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97503.101562 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -97503.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97615.039062 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -97615.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97672.070312 Penalty: 2431.322510
	Iteration 3Q: 3 clusters Score -97672.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97727.382812 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -97727.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -97776.101562 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -97776.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -97800.781250 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -97800.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -97814.765625 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -97814.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -97826.562500 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -97826.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -97843.273438 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -97843.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -97854.812500 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -97854.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -97866.406250 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -97866.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -97875.898438 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -97875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -97881.625000 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -97881.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -97883.242188 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -97883.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -97883.242188 Penalty: 2431.322510
	Iteration 15F: 3 clusters Score -97883.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Entering Unmasked Estep 
Score: -637539.375000 Penalty: 1505.072388
	Iteration 0F: 2 clusters Score -637539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -630149.937500 Penalty: 3010.144775
	Iteration 0F: 3 clusters Score -630149.9 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -632670.875000 Penalty: 3010.144775
	Iteration 1F: 3 clusters Score -632670.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -633072.937500 Penalty: 3010.144775
	Iteration 2F: 3 clusters Score -633072.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -633498.187500 Penalty: 3010.144775
	Iteration 3F: 3 clusters Score -633498.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -633901.437500 Penalty: 3010.144775
	Iteration 4F: 3 clusters Score -633901.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -634238.687500 Penalty: 3010.144775
	Iteration 5F: 3 clusters Score -634238.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -634532.875000 Penalty: 3010.144775
	Iteration 6F: 3 clusters Score -634532.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -634743.562500 Penalty: 3010.144775
	Iteration 7Q: 3 clusters Score -634743.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -634891.125000 Penalty: 3010.144775
	Iteration 8Q: 3 clusters Score -634891.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -635001.875000 Penalty: 3010.144775
	Iteration 9Q: 3 clusters Score -635001.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -635097.062500 Penalty: 3010.144775
	Iteration 10Q: 3 clusters Score -635097.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -635201.437500 Penalty: 3010.144775
	Iteration 11Q: 3 clusters Score -635201.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -635308.125000 Penalty: 3010.144775
	Iteration 12Q: 3 clusters Score -635308.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -635407.187500 Penalty: 3010.144775
	Iteration 13Q: 3 clusters Score -635407.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -635525.625000 Penalty: 3010.144775
	Iteration 14Q: 3 clusters Score -635525.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -635629.375000 Penalty: 3010.144775
	Iteration 15Q: 3 clusters Score -635629.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -635728.000000 Penalty: 3010.144775
	Iteration 16Q: 3 clusters Score -635728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -635810.687500 Penalty: 3010.144775
	Iteration 17Q: 3 clusters Score -635810.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -635894.000000 Penalty: 3010.144775
	Iteration 18Q: 3 clusters Score -635894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -635960.000000 Penalty: 3010.144775
	Iteration 19Q: 3 clusters Score -635960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -636015.312500 Penalty: 3010.144775
	Iteration 20F: 3 clusters Score -636015.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -636060.375000 Penalty: 3010.144775
	Iteration 21Q: 3 clusters Score -636060.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -636099.812500 Penalty: 3010.144775
	Iteration 22Q: 3 clusters Score -636099.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -636131.312500 Penalty: 3010.144775
	Iteration 23Q: 3 clusters Score -636131.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -636159.500000 Penalty: 3010.144775
	Iteration 24Q: 3 clusters Score -636159.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -636172.187500 Penalty: 3010.144775
	Iteration 25Q: 3 clusters Score -636172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -636180.500000 Penalty: 3010.144775
	Iteration 26Q: 3 clusters Score -636180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -636192.062500 Penalty: 3010.144775
	Iteration 27Q: 3 clusters Score -636192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -636202.000000 Penalty: 3010.144775
	Iteration 28Q: 3 clusters Score -636202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -636217.750000 Penalty: 3010.144775
	Iteration 29Q: 3 clusters Score -636217.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -636232.750000 Penalty: 3010.144775
	Iteration 30Q: 3 clusters Score -636232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -636240.250000 Penalty: 3010.144775
	Iteration 31Q: 3 clusters Score -636240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -636248.437500 Penalty: 3010.144775
	Iteration 32Q: 3 clusters Score -636248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -636250.187500 Penalty: 3010.144775
	Iteration 33Q: 3 clusters Score -636250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -636251.437500 Penalty: 3010.144775
	Iteration 34Q: 3 clusters Score -636251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -636251.500000 Penalty: 3010.144775
	Iteration 35Q: 3 clusters Score -636251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -636251.500000 Penalty: 3010.144775
	Iteration 36F: 3 clusters Score -636251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Entering Unmasked Estep 
Score: -1856393.250000 Penalty: 1678.539551
	Iteration 0F: 2 clusters Score -1856393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1835713.625000 Penalty: 3357.079102
	Iteration 0F: 3 clusters Score -1835714 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1843714.875000 Penalty: 3357.079102
	Iteration 1F: 3 clusters Score -1843715 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1844285.875000 Penalty: 3357.079102
	Iteration 2F: 3 clusters Score -1844286 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1844848.875000 Penalty: 3357.079102
	Iteration 3Q: 3 clusters Score -1844849 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1845444.125000 Penalty: 3357.079102
	Iteration 4Q: 3 clusters Score -1845444 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1846060.875000 Penalty: 3357.079102
	Iteration 5Q: 3 clusters Score -1846061 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1846661.375000 Penalty: 3357.079102
	Iteration 6Q: 3 clusters Score -1846661 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1847326.375000 Penalty: 3357.079102
	Iteration 7Q: 3 clusters Score -1847326 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1848015.750000 Penalty: 3357.079102
	Iteration 8Q: 3 clusters Score -1848016 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1848720.750000 Penalty: 3357.079102
	Iteration 9Q: 3 clusters Score -1848721 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1849356.000000 Penalty: 3357.079102
	Iteration 10Q: 3 clusters Score -1849356 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1849923.250000 Penalty: 3357.079102
	Iteration 11Q: 3 clusters Score -1849923 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1850405.375000 Penalty: 3357.079102
	Iteration 12Q: 3 clusters Score -1850405 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1850793.375000 Penalty: 3357.079102
	Iteration 13Q: 3 clusters Score -1850793 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1851139.750000 Penalty: 3357.079102
	Iteration 14Q: 3 clusters Score -1851140 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1851407.125000 Penalty: 3357.079102
	Iteration 15Q: 3 clusters Score -1851407 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1851635.750000 Penalty: 3357.079102
	Iteration 16Q: 3 clusters Score -1851636 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1851780.875000 Penalty: 3357.079102
	Iteration 17Q: 3 clusters Score -1851781 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1851893.750000 Penalty: 3357.079102
	Iteration 18Q: 3 clusters Score -1851894 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1851973.250000 Penalty: 3357.079102
	Iteration 19Q: 3 clusters Score -1851973 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1852045.750000 Penalty: 3357.079102
	Iteration 20F: 3 clusters Score -1852046 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1852083.000000 Penalty: 3357.079102
	Iteration 21Q: 3 clusters Score -1852083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1852121.625000 Penalty: 3357.079102
	Iteration 22Q: 3 clusters Score -1852122 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1852152.000000 Penalty: 3357.079102
	Iteration 23Q: 3 clusters Score -1852152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1852164.500000 Penalty: 3357.079102
	Iteration 24Q: 3 clusters Score -1852164 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1852178.000000 Penalty: 3357.079102
	Iteration 25Q: 3 clusters Score -1852178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1852197.500000 Penalty: 3357.079102
	Iteration 26Q: 3 clusters Score -1852198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1852217.375000 Penalty: 3357.079102
	Iteration 27Q: 3 clusters Score -1852217 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1852230.375000 Penalty: 3357.079102
	Iteration 28Q: 3 clusters Score -1852230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1852226.250000 Penalty: 3357.079102
	Iteration 29Q: 3 clusters Score -1852226 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1852245.750000 Penalty: 3357.079102
	Iteration 30Q: 3 clusters Score -1852246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1852266.125000 Penalty: 3357.079102
	Iteration 31Q: 3 clusters Score -1852266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1852287.750000 Penalty: 3357.079102
	Iteration 32Q: 3 clusters Score -1852288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1852295.750000 Penalty: 3357.079102
	Iteration 33Q: 3 clusters Score -1852296 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1852310.375000 Penalty: 3357.079102
	Iteration 34Q: 3 clusters Score -1852310 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1852348.875000 Penalty: 3357.079102
	Iteration 35Q: 3 clusters Score -1852349 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1852369.250000 Penalty: 3357.079102
	Iteration 36Q: 3 clusters Score -1852369 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1852404.625000 Penalty: 3357.079102
	Iteration 37Q: 3 clusters Score -1852405 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1852439.250000 Penalty: 3357.079102
	Iteration 38Q: 3 clusters Score -1852439 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1852472.750000 Penalty: 3357.079102
	Iteration 39Q: 3 clusters Score -1852473 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1852540.875000 Penalty: 3357.079102
	Iteration 40F: 3 clusters Score -1852541 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1852589.625000 Penalty: 3357.079102
	Iteration 41Q: 3 clusters Score -1852590 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1852661.000000 Penalty: 3357.079102
	Iteration 42Q: 3 clusters Score -1852661 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1852722.625000 Penalty: 3357.079102
	Iteration 43Q: 3 clusters Score -1852723 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1852780.625000 Penalty: 3357.079102
	Iteration 44Q: 3 clusters Score -1852781 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1852865.375000 Penalty: 3357.079102
	Iteration 45Q: 3 clusters Score -1852865 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1852955.375000 Penalty: 3357.079102
	Iteration 46Q: 3 clusters Score -1852955 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1853036.500000 Penalty: 3357.079102
	Iteration 47Q: 3 clusters Score -1853036 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1853133.000000 Penalty: 3357.079102
	Iteration 48Q: 3 clusters Score -1853133 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1853215.125000 Penalty: 3357.079102
	Iteration 49Q: 3 clusters Score -1853215 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1853309.750000 Penalty: 3357.079102
	Iteration 50Q: 3 clusters Score -1853310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1853398.375000 Penalty: 3357.079102
	Iteration 51Q: 3 clusters Score -1853398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1853511.000000 Penalty: 3357.079102
	Iteration 52Q: 3 clusters Score -1853511 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1853638.875000 Penalty: 3357.079102
	Iteration 53Q: 3 clusters Score -1853639 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1853764.875000 Penalty: 3357.079102
	Iteration 54Q: 3 clusters Score -1853765 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1853933.500000 Penalty: 3357.079102
	Iteration 55Q: 3 clusters Score -1853934 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1854095.000000 Penalty: 3357.079102
	Iteration 56Q: 3 clusters Score -1854095 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1854231.750000 Penalty: 3357.079102
	Iteration 57Q: 3 clusters Score -1854232 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1854338.500000 Penalty: 3357.079102
	Iteration 58Q: 3 clusters Score -1854338 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1854446.000000 Penalty: 3357.079102
	Iteration 59Q: 3 clusters Score -1854446 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1854537.250000 Penalty: 3357.079102
	Iteration 60F: 3 clusters Score -1854537 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1854615.500000 Penalty: 3357.079102
	Iteration 61Q: 3 clusters Score -1854616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1854675.000000 Penalty: 3357.079102
	Iteration 62Q: 3 clusters Score -1854675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1854724.250000 Penalty: 3357.079102
	Iteration 63Q: 3 clusters Score -1854724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1854772.250000 Penalty: 3357.079102
	Iteration 64Q: 3 clusters Score -1854772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1854820.750000 Penalty: 3357.079102
	Iteration 65Q: 3 clusters Score -1854821 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1854861.375000 Penalty: 3357.079102
	Iteration 66Q: 3 clusters Score -1854861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1854889.625000 Penalty: 3357.079102
	Iteration 67Q: 3 clusters Score -1854890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1854915.625000 Penalty: 3357.079102
	Iteration 68Q: 3 clusters Score -1854916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1854936.750000 Penalty: 3357.079102
	Iteration 69Q: 3 clusters Score -1854937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1854949.750000 Penalty: 3357.079102
	Iteration 70Q: 3 clusters Score -1854950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1854969.625000 Penalty: 3357.079102
	Iteration 71Q: 3 clusters Score -1854970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1854982.125000 Penalty: 3357.079102
	Iteration 72Q: 3 clusters Score -1854982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1854996.750000 Penalty: 3357.079102
	Iteration 73Q: 3 clusters Score -1854997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1855005.125000 Penalty: 3357.079102
	Iteration 74Q: 3 clusters Score -1855005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1855006.000000 Penalty: 3357.079102
	Iteration 75Q: 3 clusters Score -1855006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1855011.000000 Penalty: 3357.079102
	Iteration 76Q: 3 clusters Score -1855011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1855008.250000 Penalty: 3357.079102
	Iteration 77Q: 3 clusters Score -1855008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1855010.625000 Penalty: 3357.079102
	Iteration 78Q: 3 clusters Score -1855011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1855011.250000 Penalty: 3357.079102
	Iteration 79Q: 3 clusters Score -1855011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1855013.375000 Penalty: 3357.079102
	Iteration 80F: 3 clusters Score -1855013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1855013.625000 Penalty: 3357.079102
	Iteration 81Q: 3 clusters Score -1855014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1855017.875000 Penalty: 3357.079102
	Iteration 82Q: 3 clusters Score -1855018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1855017.500000 Penalty: 3357.079102
	Iteration 83Q: 3 clusters Score -1855018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1855016.125000 Penalty: 3357.079102
	Iteration 84Q: 3 clusters Score -1855016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1855020.625000 Penalty: 3357.079102
	Iteration 85Q: 3 clusters Score -1855021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1855027.125000 Penalty: 3357.079102
	Iteration 86Q: 3 clusters Score -1855027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1855028.250000 Penalty: 3357.079102
	Iteration 87Q: 3 clusters Score -1855028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1855031.500000 Penalty: 3357.079102
	Iteration 88Q: 3 clusters Score -1855032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1855032.250000 Penalty: 3357.079102
	Iteration 89Q: 3 clusters Score -1855032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1855032.000000 Penalty: 3357.079102
	Iteration 90Q: 3 clusters Score -1855032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1855034.125000 Penalty: 3357.079102
	Iteration 91Q: 3 clusters Score -1855034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1855037.125000 Penalty: 3357.079102
	Iteration 92Q: 3 clusters Score -1855037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1855035.500000 Penalty: 3357.079102
	Iteration 93Q: 3 clusters Score -1855036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1855041.625000 Penalty: 3357.079102
	Iteration 94Q: 3 clusters Score -1855042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1855041.000000 Penalty: 3357.079102
	Iteration 95Q: 3 clusters Score -1855041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1855042.000000 Penalty: 3357.079102
	Iteration 96Q: 3 clusters Score -1855042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1855042.500000 Penalty: 3357.079102
	Iteration 97Q: 3 clusters Score -1855042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1855045.125000 Penalty: 3357.079102
	Iteration 98Q: 3 clusters Score -1855045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1855044.500000 Penalty: 3357.079102
	Iteration 99Q: 3 clusters Score -1855044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1855044.250000 Penalty: 3357.079102
	Iteration 100F: 3 clusters Score -1855044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1855044.750000 Penalty: 3357.079102
	Iteration 101Q: 3 clusters Score -1855045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1855044.750000 Penalty: 3357.079102
	Iteration 102F: 3 clusters Score -1855045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Entering Unmasked Estep 
Score: -4795566.000000 Penalty: 1836.540039
	Iteration 0F: 2 clusters Score -4795566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4741370.000000 Penalty: 3673.080078
	Iteration 0F: 3 clusters Score -4741370 nChanged 38692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4763288.000000 Penalty: 3673.080078
	Iteration 1F: 3 clusters Score -4763288 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -4763720.500000 Penalty: 3673.080078
	Iteration 2Q: 3 clusters Score -4763720 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -4764121.500000 Penalty: 3673.080078
	Iteration 3Q: 3 clusters Score -4764122 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4764575.000000 Penalty: 3673.080078
	Iteration 4Q: 3 clusters Score -4764575 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4765034.000000 Penalty: 3673.080078
	Iteration 5Q: 3 clusters Score -4765034 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -4765617.500000 Penalty: 3673.080078
	Iteration 6Q: 3 clusters Score -4765618 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4766456.500000 Penalty: 3673.080078
	Iteration 7Q: 3 clusters Score -4766456 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4767665.500000 Penalty: 3673.080078
	Iteration 8Q: 3 clusters Score -4767666 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4769756.500000 Penalty: 3673.080078
	Iteration 9Q: 3 clusters Score -4769756 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4772873.500000 Penalty: 3673.080078
	Iteration 10F: 3 clusters Score -4772874 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4776318.500000 Penalty: 3673.080078
	Iteration 11F: 3 clusters Score -4776318 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4778754.500000 Penalty: 3673.080078
	Iteration 12F: 3 clusters Score -4778754 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4779802.500000 Penalty: 3673.080078
	Iteration 13Q: 3 clusters Score -4779802 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4780302.000000 Penalty: 3673.080078
	Iteration 14Q: 3 clusters Score -4780302 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4780607.500000 Penalty: 3673.080078
	Iteration 15Q: 3 clusters Score -4780608 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -4780915.000000 Penalty: 3673.080078
	Iteration 16Q: 3 clusters Score -4780915 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4781324.000000 Penalty: 3673.080078
	Iteration 17Q: 3 clusters Score -4781324 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4781769.500000 Penalty: 3673.080078
	Iteration 18Q: 3 clusters Score -4781770 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4782275.000000 Penalty: 3673.080078
	Iteration 19Q: 3 clusters Score -4782275 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4782852.500000 Penalty: 3673.080078
	Iteration 20F: 3 clusters Score -4782852 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4783537.000000 Penalty: 3673.080078
	Iteration 21Q: 3 clusters Score -4783537 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4784238.500000 Penalty: 3673.080078
	Iteration 22Q: 3 clusters Score -4784238 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4785038.500000 Penalty: 3673.080078
	Iteration 23Q: 3 clusters Score -4785038 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4785962.500000 Penalty: 3673.080078
	Iteration 24Q: 3 clusters Score -4785962 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4786925.000000 Penalty: 3673.080078
	Iteration 25Q: 3 clusters Score -4786925 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4787968.500000 Penalty: 3673.080078
	Iteration 26Q: 3 clusters Score -4787968 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4789043.500000 Penalty: 3673.080078
	Iteration 27Q: 3 clusters Score -4789044 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4790111.000000 Penalty: 3673.080078
	Iteration 28Q: 3 clusters Score -4790111 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4791106.500000 Penalty: 3673.080078
	Iteration 29Q: 3 clusters Score -4791106 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4792010.000000 Penalty: 3673.080078
	Iteration 30Q: 3 clusters Score -4792010 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4792764.500000 Penalty: 3673.080078
	Iteration 31Q: 3 clusters Score -4792764 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4793319.500000 Penalty: 3673.080078
	Iteration 32Q: 3 clusters Score -4793320 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4793599.500000 Penalty: 3673.080078
	Iteration 33Q: 3 clusters Score -4793600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4793724.500000 Penalty: 3673.080078
	Iteration 34Q: 3 clusters Score -4793724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4793817.000000 Penalty: 3673.080078
	Iteration 35Q: 3 clusters Score -4793817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4793858.000000 Penalty: 3673.080078
	Iteration 36Q: 3 clusters Score -4793858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4793891.000000 Penalty: 3673.080078
	Iteration 37Q: 3 clusters Score -4793891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4793913.500000 Penalty: 3673.080078
	Iteration 38Q: 3 clusters Score -4793914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4793925.500000 Penalty: 3673.080078
	Iteration 39Q: 3 clusters Score -4793926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4793935.000000 Penalty: 3673.080078
	Iteration 40F: 3 clusters Score -4793935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4793945.000000 Penalty: 3673.080078
	Iteration 41Q: 3 clusters Score -4793945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4793951.500000 Penalty: 3673.080078
	Iteration 42Q: 3 clusters Score -4793952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4793960.000000 Penalty: 3673.080078
	Iteration 43Q: 3 clusters Score -4793960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4793966.000000 Penalty: 3673.080078
	Iteration 44Q: 3 clusters Score -4793966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4793968.000000 Penalty: 3673.080078
	Iteration 45Q: 3 clusters Score -4793968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4793965.500000 Penalty: 3673.080078
	Iteration 46Q: 3 clusters Score -4793966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4793967.500000 Penalty: 3673.080078
	Iteration 47Q: 3 clusters Score -4793968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4793967.500000 Penalty: 3673.080078
	Iteration 48F: 3 clusters Score -4793968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -286615.031250 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -286615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -282752.500000 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -282752.5 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -283834.375000 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -283834.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -284083.687500 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -284083.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -284337.687500 Penalty: 2757.316162
	Iteration 3F: 3 clusters Score -284337.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -284616.875000 Penalty: 2757.316162
	Iteration 4F: 3 clusters Score -284616.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -284861.500000 Penalty: 2757.316162
	Iteration 5F: 3 clusters Score -284861.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -285049.156250 Penalty: 2757.316162
	Iteration 6F: 3 clusters Score -285049.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -285183.625000 Penalty: 2757.316162
	Iteration 7Q: 3 clusters Score -285183.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -285285.468750 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -285285.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -285354.468750 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -285354.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -285402.937500 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -285402.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -285430.906250 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -285430.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -285455.312500 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -285455.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285473.531250 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -285473.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -285487.906250 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -285487.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -285501.968750 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -285502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -285516.656250 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -285516.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -285530.281250 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -285530.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -285538.750000 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -285538.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -285543.093750 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -285543.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -285549.531250 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -285549.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -285557.375000 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -285557.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -285565.656250 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -285565.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -285571.718750 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -285571.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -285578.406250 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -285578.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -285586.343750 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -285586.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285592.937500 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -285592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -285596.781250 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -285596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -285599.031250 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -285599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -285600.968750 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -285601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285604.125000 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -285604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285606.468750 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -285606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -285608.875000 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -285608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -285610.843750 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -285610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285612.937500 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -285612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285615.500000 Penalty: 2757.316162
	Iteration 35Q: 3 clusters Score -285615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285619.281250 Penalty: 2757.316162
	Iteration 36Q: 3 clusters Score -285619.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285623.468750 Penalty: 2757.316162
	Iteration 37Q: 3 clusters Score -285623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285626.125000 Penalty: 2757.316162
	Iteration 38Q: 3 clusters Score -285626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -285627.437500 Penalty: 2757.316162
	Iteration 39Q: 3 clusters Score -285627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285628.000000 Penalty: 2757.316162
	Iteration 40F: 3 clusters Score -285628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285629.625000 Penalty: 2757.316162
	Iteration 41Q: 3 clusters Score -285629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285630.781250 Penalty: 2757.316162
	Iteration 42Q: 3 clusters Score -285630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285633.468750 Penalty: 2757.316162
	Iteration 43Q: 3 clusters Score -285633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285634.281250 Penalty: 2757.316162
	Iteration 44Q: 3 clusters Score -285634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -285635.156250 Penalty: 2757.316162
	Iteration 45Q: 3 clusters Score -285635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285636.187500 Penalty: 2757.316162
	Iteration 46Q: 3 clusters Score -285636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285636.187500 Penalty: 2757.316162
	Iteration 47F: 3 clusters Score -285636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -341171.187500 Penalty: 1426.327637
	Iteration 0F: 2 clusters Score -341171.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -336253.250000 Penalty: 2852.655273
	Iteration 0F: 3 clusters Score -336253.2 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -337641.968750 Penalty: 2852.655273
	Iteration 1F: 3 clusters Score -337642 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -337884.218750 Penalty: 2852.655273
	Iteration 2F: 3 clusters Score -337884.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -338089.218750 Penalty: 2852.655273
	Iteration 3F: 3 clusters Score -338089.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -338284.093750 Penalty: 2852.655273
	Iteration 4F: 3 clusters Score -338284.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -338451.781250 Penalty: 2852.655273
	Iteration 5Q: 3 clusters Score -338451.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -338647.093750 Penalty: 2852.655273
	Iteration 6Q: 3 clusters Score -338647.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -338836.593750 Penalty: 2852.655273
	Iteration 7Q: 3 clusters Score -338836.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -339023.156250 Penalty: 2852.655273
	Iteration 8Q: 3 clusters Score -339023.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -339199.437500 Penalty: 2852.655273
	Iteration 9Q: 3 clusters Score -339199.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -339347.531250 Penalty: 2852.655273
	Iteration 10Q: 3 clusters Score -339347.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -339462.718750 Penalty: 2852.655273
	Iteration 11Q: 3 clusters Score -339462.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -339549.781250 Penalty: 2852.655273
	Iteration 12Q: 3 clusters Score -339549.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -339639.406250 Penalty: 2852.655273
	Iteration 13Q: 3 clusters Score -339639.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -339714.437500 Penalty: 2852.655273
	Iteration 14Q: 3 clusters Score -339714.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -339771.718750 Penalty: 2852.655273
	Iteration 15Q: 3 clusters Score -339771.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -339822.781250 Penalty: 2852.655273
	Iteration 16Q: 3 clusters Score -339822.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -339867.812500 Penalty: 2852.655273
	Iteration 17Q: 3 clusters Score -339867.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -339913.531250 Penalty: 2852.655273
	Iteration 18Q: 3 clusters Score -339913.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -339961.875000 Penalty: 2852.655273
	Iteration 19Q: 3 clusters Score -339961.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -340012.093750 Penalty: 2852.655273
	Iteration 20F: 3 clusters Score -340012.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -340038.250000 Penalty: 2852.655273
	Iteration 21Q: 3 clusters Score -340038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -340047.906250 Penalty: 2852.655273
	Iteration 22Q: 3 clusters Score -340047.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -340054.156250 Penalty: 2852.655273
	Iteration 23Q: 3 clusters Score -340054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -340060.656250 Penalty: 2852.655273
	Iteration 24Q: 3 clusters Score -340060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -340066.218750 Penalty: 2852.655273
	Iteration 25Q: 3 clusters Score -340066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -340071.406250 Penalty: 2852.655273
	Iteration 26Q: 3 clusters Score -340071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -340078.156250 Penalty: 2852.655273
	Iteration 27Q: 3 clusters Score -340078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -340083.000000 Penalty: 2852.655273
	Iteration 28Q: 3 clusters Score -340083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -340085.625000 Penalty: 2852.655273
	Iteration 29Q: 3 clusters Score -340085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -340087.000000 Penalty: 2852.655273
	Iteration 30Q: 3 clusters Score -340087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -340088.062500 Penalty: 2852.655273
	Iteration 31Q: 3 clusters Score -340088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -340088.062500 Penalty: 2852.655273
	Iteration 32F: 3 clusters Score -340088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -37334.070312 Penalty: 1056.946777
	Iteration 0F: 2 clusters Score -37334.07 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 316 members 
Entering Unmasked Estep 
Score: -36140.562500 Penalty: 2113.893555
	Iteration 0F: 3 clusters Score -36140.56 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36354.546875 Penalty: 2113.893555
	Iteration 1F: 3 clusters Score -36354.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36434.898438 Penalty: 2113.893555
	Iteration 2F: 3 clusters Score -36434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36479.164062 Penalty: 2113.893555
	Iteration 3Q: 3 clusters Score -36479.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36515.917969 Penalty: 2113.893555
	Iteration 4Q: 3 clusters Score -36515.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36556.156250 Penalty: 2113.893555
	Iteration 5Q: 3 clusters Score -36556.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36592.910156 Penalty: 2113.893555
	Iteration 6Q: 3 clusters Score -36592.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36621.906250 Penalty: 2113.893555
	Iteration 7Q: 3 clusters Score -36621.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36658.976562 Penalty: 2113.893555
	Iteration 8Q: 3 clusters Score -36658.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36674.988281 Penalty: 2113.893555
	Iteration 9Q: 3 clusters Score -36674.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36690.523438 Penalty: 2113.893555
	Iteration 10Q: 3 clusters Score -36690.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36697.441406 Penalty: 2113.893555
	Iteration 11Q: 3 clusters Score -36697.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36698.519531 Penalty: 2113.893555
	Iteration 12Q: 3 clusters Score -36698.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36698.519531 Penalty: 2113.893555
	Iteration 13F: 3 clusters Score -36698.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Entering Unmasked Estep 
Score: -980572.000000 Penalty: 1575.625244
	Iteration 0F: 2 clusters Score -980572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -969304.437500 Penalty: 3151.250488
	Iteration 0F: 3 clusters Score -969304.4 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -973207.125000 Penalty: 3151.250488
	Iteration 1F: 3 clusters Score -973207.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -973477.750000 Penalty: 3151.250488
	Iteration 2Q: 3 clusters Score -973477.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -973693.812500 Penalty: 3151.250488
	Iteration 3Q: 3 clusters Score -973693.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -973887.937500 Penalty: 3151.250488
	Iteration 4Q: 3 clusters Score -973887.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -974092.312500 Penalty: 3151.250488
	Iteration 5Q: 3 clusters Score -974092.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -974318.062500 Penalty: 3151.250488
	Iteration 6Q: 3 clusters Score -974318.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -974553.562500 Penalty: 3151.250488
	Iteration 7Q: 3 clusters Score -974553.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -974755.687500 Penalty: 3151.250488
	Iteration 8Q: 3 clusters Score -974755.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -974962.375000 Penalty: 3151.250488
	Iteration 9Q: 3 clusters Score -974962.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -975214.625000 Penalty: 3151.250488
	Iteration 10Q: 3 clusters Score -975214.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -975515.000000 Penalty: 3151.250488
	Iteration 11Q: 3 clusters Score -975515 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -975795.687500 Penalty: 3151.250488
	Iteration 12Q: 3 clusters Score -975795.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -976067.625000 Penalty: 3151.250488
	Iteration 13Q: 3 clusters Score -976067.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -976328.937500 Penalty: 3151.250488
	Iteration 14Q: 3 clusters Score -976328.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -976560.125000 Penalty: 3151.250488
	Iteration 15Q: 3 clusters Score -976560.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -976739.125000 Penalty: 3151.250488
	Iteration 16Q: 3 clusters Score -976739.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -976875.125000 Penalty: 3151.250488
	Iteration 17Q: 3 clusters Score -976875.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -977004.187500 Penalty: 3151.250488
	Iteration 18Q: 3 clusters Score -977004.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -977104.187500 Penalty: 3151.250488
	Iteration 19Q: 3 clusters Score -977104.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -977198.750000 Penalty: 3151.250488
	Iteration 20F: 3 clusters Score -977198.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -977289.562500 Penalty: 3151.250488
	Iteration 21Q: 3 clusters Score -977289.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -977376.250000 Penalty: 3151.250488
	Iteration 22Q: 3 clusters Score -977376.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -977465.375000 Penalty: 3151.250488
	Iteration 23Q: 3 clusters Score -977465.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -977566.250000 Penalty: 3151.250488
	Iteration 24Q: 3 clusters Score -977566.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -977678.062500 Penalty: 3151.250488
	Iteration 25Q: 3 clusters Score -977678.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -977815.437500 Penalty: 3151.250488
	Iteration 26Q: 3 clusters Score -977815.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -977946.312500 Penalty: 3151.250488
	Iteration 27Q: 3 clusters Score -977946.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -978091.875000 Penalty: 3151.250488
	Iteration 28Q: 3 clusters Score -978091.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -978247.062500 Penalty: 3151.250488
	Iteration 29Q: 3 clusters Score -978247.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -978391.062500 Penalty: 3151.250488
	Iteration 30Q: 3 clusters Score -978391.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -978501.687500 Penalty: 3151.250488
	Iteration 31Q: 3 clusters Score -978501.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -978637.937500 Penalty: 3151.250488
	Iteration 32Q: 3 clusters Score -978637.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -978783.437500 Penalty: 3151.250488
	Iteration 33Q: 3 clusters Score -978783.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -978918.437500 Penalty: 3151.250488
	Iteration 34Q: 3 clusters Score -978918.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -979028.187500 Penalty: 3151.250488
	Iteration 35Q: 3 clusters Score -979028.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -979110.875000 Penalty: 3151.250488
	Iteration 36Q: 3 clusters Score -979110.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -979185.437500 Penalty: 3151.250488
	Iteration 37Q: 3 clusters Score -979185.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -979265.125000 Penalty: 3151.250488
	Iteration 38Q: 3 clusters Score -979265.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -979329.250000 Penalty: 3151.250488
	Iteration 39Q: 3 clusters Score -979329.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -979371.187500 Penalty: 3151.250488
	Iteration 40F: 3 clusters Score -979371.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -979402.500000 Penalty: 3151.250488
	Iteration 41Q: 3 clusters Score -979402.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -979427.000000 Penalty: 3151.250488
	Iteration 42Q: 3 clusters Score -979427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -979442.125000 Penalty: 3151.250488
	Iteration 43Q: 3 clusters Score -979442.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -979450.750000 Penalty: 3151.250488
	Iteration 44Q: 3 clusters Score -979450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -979462.875000 Penalty: 3151.250488
	Iteration 45Q: 3 clusters Score -979462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -979466.000000 Penalty: 3151.250488
	Iteration 46Q: 3 clusters Score -979466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -979467.500000 Penalty: 3151.250488
	Iteration 47Q: 3 clusters Score -979467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -979467.000000 Penalty: 3151.250488
	Iteration 48Q: 3 clusters Score -979467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -979468.437500 Penalty: 3151.250488
	Iteration 49Q: 3 clusters Score -979468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -979469.750000 Penalty: 3151.250488
	Iteration 50Q: 3 clusters Score -979469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -979470.312500 Penalty: 3151.250488
	Iteration 51Q: 3 clusters Score -979470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -979468.125000 Penalty: 3151.250488
	Iteration 52Q: 3 clusters Score -979468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -979468.125000 Penalty: 3151.250488
	Iteration 53F: 3 clusters Score -979468.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -29924.478516 Penalty: 1058.640869
	Iteration 0F: 2 clusters Score -29924.48 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 318 members 
Entering Unmasked Estep 
Score: -28757.281250 Penalty: 2117.281738
	Iteration 0F: 3 clusters Score -28757.28 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28980.089844 Penalty: 2117.281738
	Iteration 1F: 3 clusters Score -28980.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29064.845703 Penalty: 2117.281738
	Iteration 2F: 3 clusters Score -29064.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29099.949219 Penalty: 2117.281738
	Iteration 3Q: 3 clusters Score -29099.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29122.220703 Penalty: 2117.281738
	Iteration 4Q: 3 clusters Score -29122.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29137.349609 Penalty: 2117.281738
	Iteration 5Q: 3 clusters Score -29137.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29155.701172 Penalty: 2117.281738
	Iteration 6Q: 3 clusters Score -29155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29165.871094 Penalty: 2117.281738
	Iteration 7Q: 3 clusters Score -29165.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29173.613281 Penalty: 2117.281738
	Iteration 8Q: 3 clusters Score -29173.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29177.156250 Penalty: 2117.281738
	Iteration 9Q: 3 clusters Score -29177.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29182.816406 Penalty: 2117.281738
	Iteration 10Q: 3 clusters Score -29182.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29187.742188 Penalty: 2117.281738
	Iteration 11Q: 3 clusters Score -29187.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29193.232422 Penalty: 2117.281738
	Iteration 12Q: 3 clusters Score -29193.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29196.550781 Penalty: 2117.281738
	Iteration 13Q: 3 clusters Score -29196.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29201.369141 Penalty: 2117.281738
	Iteration 14Q: 3 clusters Score -29201.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29210.195312 Penalty: 2117.281738
	Iteration 15Q: 3 clusters Score -29210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29216.335938 Penalty: 2117.281738
	Iteration 16Q: 3 clusters Score -29216.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29221.857422 Penalty: 2117.281738
	Iteration 17Q: 3 clusters Score -29221.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29222.421875 Penalty: 2117.281738
	Iteration 18Q: 3 clusters Score -29222.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29222.421875 Penalty: 2117.281738
	Iteration 19F: 3 clusters Score -29222.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -107704.078125 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -107704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -105688.203125 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -105688.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -106154.046875 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -106154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -106263.054688 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -106263.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106335.132812 Penalty: 2444.955811
	Iteration 3Q: 3 clusters Score -106335.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -106399.617188 Penalty: 2444.955811
	Iteration 4Q: 3 clusters Score -106399.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -106451.718750 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -106451.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -106495.789062 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -106495.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -106535.031250 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -106535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -106571.695312 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -106571.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106607.992188 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -106608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106645.359375 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -106645.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106669.984375 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -106670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106689.929688 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -106689.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106710.429688 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -106710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106723.726562 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -106723.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106733.500000 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -106733.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106744.593750 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -106744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106754.250000 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -106754.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106760.882812 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -106760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106766.539062 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -106766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106774.148438 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -106774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -106778.492188 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -106778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106780.867188 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -106780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106783.187500 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -106783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106784.343750 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -106784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106786.273438 Penalty: 2444.955811
	Iteration 25Q: 3 clusters Score -106786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106788.140625 Penalty: 2444.955811
	Iteration 26Q: 3 clusters Score -106788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106791.070312 Penalty: 2444.955811
	Iteration 27Q: 3 clusters Score -106791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106791.953125 Penalty: 2444.955811
	Iteration 28Q: 3 clusters Score -106792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106794.179688 Penalty: 2444.955811
	Iteration 29Q: 3 clusters Score -106794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106796.734375 Penalty: 2444.955811
	Iteration 30Q: 3 clusters Score -106796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106798.507812 Penalty: 2444.955811
	Iteration 31Q: 3 clusters Score -106798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106800.234375 Penalty: 2444.955811
	Iteration 32Q: 3 clusters Score -106800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106800.851562 Penalty: 2444.955811
	Iteration 33Q: 3 clusters Score -106800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106801.617188 Penalty: 2444.955811
	Iteration 34Q: 3 clusters Score -106801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106802.070312 Penalty: 2444.955811
	Iteration 35Q: 3 clusters Score -106802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106802.070312 Penalty: 2444.955811
	Iteration 36F: 3 clusters Score -106802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -551398.812500 Penalty: 1489.962158
	Iteration 0F: 2 clusters Score -551398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -544453.625000 Penalty: 2979.924316
	Iteration 0F: 3 clusters Score -544453.6 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -546665.687500 Penalty: 2979.924316
	Iteration 1F: 3 clusters Score -546665.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -547064.125000 Penalty: 2979.924316
	Iteration 2F: 3 clusters Score -547064.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -547536.375000 Penalty: 2979.924316
	Iteration 3F: 3 clusters Score -547536.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -548077.062500 Penalty: 2979.924316
	Iteration 4F: 3 clusters Score -548077.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -548552.375000 Penalty: 2979.924316
	Iteration 5F: 3 clusters Score -548552.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -548871.375000 Penalty: 2979.924316
	Iteration 6F: 3 clusters Score -548871.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -549105.312500 Penalty: 2979.924316
	Iteration 7Q: 3 clusters Score -549105.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -549333.562500 Penalty: 2979.924316
	Iteration 8Q: 3 clusters Score -549333.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -549599.750000 Penalty: 2979.924316
	Iteration 9Q: 3 clusters Score -549599.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -549891.312500 Penalty: 2979.924316
	Iteration 10Q: 3 clusters Score -549891.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -550135.187500 Penalty: 2979.924316
	Iteration 11Q: 3 clusters Score -550135.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -550319.812500 Penalty: 2979.924316
	Iteration 12Q: 3 clusters Score -550319.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -550497.750000 Penalty: 2979.924316
	Iteration 13Q: 3 clusters Score -550497.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -550623.625000 Penalty: 2979.924316
	Iteration 14Q: 3 clusters Score -550623.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -550717.937500 Penalty: 2979.924316
	Iteration 15Q: 3 clusters Score -550717.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -550791.812500 Penalty: 2979.924316
	Iteration 16Q: 3 clusters Score -550791.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -550843.750000 Penalty: 2979.924316
	Iteration 17Q: 3 clusters Score -550843.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -550884.437500 Penalty: 2979.924316
	Iteration 18Q: 3 clusters Score -550884.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -550904.062500 Penalty: 2979.924316
	Iteration 19Q: 3 clusters Score -550904.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -550921.812500 Penalty: 2979.924316
	Iteration 20F: 3 clusters Score -550921.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -550930.375000 Penalty: 2979.924316
	Iteration 21Q: 3 clusters Score -550930.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -550944.937500 Penalty: 2979.924316
	Iteration 22Q: 3 clusters Score -550944.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -550956.875000 Penalty: 2979.924316
	Iteration 23Q: 3 clusters Score -550956.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -550967.312500 Penalty: 2979.924316
	Iteration 24Q: 3 clusters Score -550967.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -550978.812500 Penalty: 2979.924316
	Iteration 25Q: 3 clusters Score -550978.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -550990.437500 Penalty: 2979.924316
	Iteration 26Q: 3 clusters Score -550990.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -551008.625000 Penalty: 2979.924316
	Iteration 27Q: 3 clusters Score -551008.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -551036.312500 Penalty: 2979.924316
	Iteration 28Q: 3 clusters Score -551036.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -551078.125000 Penalty: 2979.924316
	Iteration 29Q: 3 clusters Score -551078.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -551131.812500 Penalty: 2979.924316
	Iteration 30Q: 3 clusters Score -551131.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -551192.062500 Penalty: 2979.924316
	Iteration 31Q: 3 clusters Score -551192.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -551287.062500 Penalty: 2979.924316
	Iteration 32Q: 3 clusters Score -551287.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -551387.875000 Penalty: 2979.924316
	Iteration 33Q: 3 clusters Score -551387.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -551466.562500 Penalty: 2979.924316
	Iteration 34Q: 3 clusters Score -551466.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -551531.125000 Penalty: 2979.924316
	Iteration 35Q: 3 clusters Score -551531.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -551582.437500 Penalty: 2979.924316
	Iteration 36Q: 3 clusters Score -551582.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -551607.187500 Penalty: 2979.924316
	Iteration 37Q: 3 clusters Score -551607.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -551624.062500 Penalty: 2979.924316
	Iteration 38Q: 3 clusters Score -551624.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -551635.062500 Penalty: 2979.924316
	Iteration 39Q: 3 clusters Score -551635.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -551667.687500 Penalty: 2979.924316
	Iteration 40F: 3 clusters Score -551667.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -551695.062500 Penalty: 2979.924316
	Iteration 41Q: 3 clusters Score -551695.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -551706.937500 Penalty: 2979.924316
	Iteration 42Q: 3 clusters Score -551706.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -551713.000000 Penalty: 2979.924316
	Iteration 43Q: 3 clusters Score -551713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -551717.375000 Penalty: 2979.924316
	Iteration 44Q: 3 clusters Score -551717.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -551720.500000 Penalty: 2979.924316
	Iteration 45Q: 3 clusters Score -551720.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -551724.375000 Penalty: 2979.924316
	Iteration 46Q: 3 clusters Score -551724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -551727.125000 Penalty: 2979.924316
	Iteration 47Q: 3 clusters Score -551727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -551731.875000 Penalty: 2979.924316
	Iteration 48Q: 3 clusters Score -551731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -551733.312500 Penalty: 2979.924316
	Iteration 49Q: 3 clusters Score -551733.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -551734.875000 Penalty: 2979.924316
	Iteration 50Q: 3 clusters Score -551734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -551736.562500 Penalty: 2979.924316
	Iteration 51Q: 3 clusters Score -551736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -551738.187500 Penalty: 2979.924316
	Iteration 52Q: 3 clusters Score -551738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -551737.625000 Penalty: 2979.924316
	Iteration 53Q: 3 clusters Score -551737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -551738.062500 Penalty: 2979.924316
	Iteration 54Q: 3 clusters Score -551738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -551738.750000 Penalty: 2979.924316
	Iteration 55Q: 3 clusters Score -551738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -551740.812500 Penalty: 2979.924316
	Iteration 56Q: 3 clusters Score -551740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -551740.875000 Penalty: 2979.924316
	Iteration 57Q: 3 clusters Score -551740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -551741.812500 Penalty: 2979.924316
	Iteration 58Q: 3 clusters Score -551741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -551741.437500 Penalty: 2979.924316
	Iteration 59Q: 3 clusters Score -551741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -551741.437500 Penalty: 2979.924316
	Iteration 60F: 3 clusters Score -551741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55174 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 3573 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 77295 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 23884 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 95658 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2189 members 
Mstep: Class 41 contains 1751 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 6022 members 
Entering Unmasked Estep 
Score: -30918280.000000 Penalty: 94501.125000
Splitting cluster 20 changes total score from -30918756.000000 to -30918280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -71433.218750 Penalty: 1170.311401
	Iteration 0F: 2 clusters Score -71433.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69829.437500 Penalty: 2340.622803
	Iteration 0F: 3 clusters Score -69829.44 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -70200.585938 Penalty: 2340.622803
	Iteration 1F: 3 clusters Score -70200.59 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -70422.578125 Penalty: 2340.622803
	Iteration 2F: 3 clusters Score -70422.58 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -70635.828125 Penalty: 2340.622803
	Iteration 3F: 3 clusters Score -70635.83 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -70912.062500 Penalty: 2340.622803
	Iteration 4F: 3 clusters Score -70912.06 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71109.242188 Penalty: 2340.622803
	Iteration 5F: 3 clusters Score -71109.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71207.687500 Penalty: 2340.622803
	Iteration 6Q: 3 clusters Score -71207.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -71256.828125 Penalty: 2340.622803
	Iteration 7Q: 3 clusters Score -71256.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -71292.046875 Penalty: 2340.622803
	Iteration 8Q: 3 clusters Score -71292.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -71333.929688 Penalty: 2340.622803
	Iteration 9Q: 3 clusters Score -71333.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -71351.359375 Penalty: 2340.622803
	Iteration 10Q: 3 clusters Score -71351.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -71366.078125 Penalty: 2340.622803
	Iteration 11Q: 3 clusters Score -71366.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -71372.632812 Penalty: 2340.622803
	Iteration 12Q: 3 clusters Score -71372.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -71374.976562 Penalty: 2340.622803
	Iteration 13Q: 3 clusters Score -71374.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -71374.976562 Penalty: 2340.622803
	Iteration 14F: 3 clusters Score -71374.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -373935.250000 Penalty: 1416.170654
	Iteration 0F: 2 clusters Score -373935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -369286.593750 Penalty: 2832.341309
	Iteration 0F: 3 clusters Score -369286.6 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -370597.656250 Penalty: 2832.341309
	Iteration 1F: 3 clusters Score -370597.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -370771.281250 Penalty: 2832.341309
	Iteration 2F: 3 clusters Score -370771.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -370898.093750 Penalty: 2832.341309
	Iteration 3Q: 3 clusters Score -370898.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -371008.062500 Penalty: 2832.341309
	Iteration 4Q: 3 clusters Score -371008.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -371104.562500 Penalty: 2832.341309
	Iteration 5Q: 3 clusters Score -371104.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -371211.750000 Penalty: 2832.341309
	Iteration 6Q: 3 clusters Score -371211.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -371339.218750 Penalty: 2832.341309
	Iteration 7Q: 3 clusters Score -371339.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -371480.593750 Penalty: 2832.341309
	Iteration 8Q: 3 clusters Score -371480.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -371636.375000 Penalty: 2832.341309
	Iteration 9Q: 3 clusters Score -371636.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -371824.312500 Penalty: 2832.341309
	Iteration 10Q: 3 clusters Score -371824.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -372052.062500 Penalty: 2832.341309
	Iteration 11Q: 3 clusters Score -372052.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -372276.750000 Penalty: 2832.341309
	Iteration 12Q: 3 clusters Score -372276.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -372467.343750 Penalty: 2832.341309
	Iteration 13Q: 3 clusters Score -372467.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -372660.000000 Penalty: 2832.341309
	Iteration 14Q: 3 clusters Score -372660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -372800.500000 Penalty: 2832.341309
	Iteration 15Q: 3 clusters Score -372800.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -372893.406250 Penalty: 2832.341309
	Iteration 16Q: 3 clusters Score -372893.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -372964.343750 Penalty: 2832.341309
	Iteration 17Q: 3 clusters Score -372964.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -373041.562500 Penalty: 2832.341309
	Iteration 18Q: 3 clusters Score -373041.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -373089.500000 Penalty: 2832.341309
	Iteration 19Q: 3 clusters Score -373089.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -373114.156250 Penalty: 2832.341309
	Iteration 20F: 3 clusters Score -373114.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -373131.656250 Penalty: 2832.341309
	Iteration 21Q: 3 clusters Score -373131.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -373145.093750 Penalty: 2832.341309
	Iteration 22Q: 3 clusters Score -373145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -373154.718750 Penalty: 2832.341309
	Iteration 23Q: 3 clusters Score -373154.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -373160.468750 Penalty: 2832.341309
	Iteration 24Q: 3 clusters Score -373160.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -373163.750000 Penalty: 2832.341309
	Iteration 25Q: 3 clusters Score -373163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -373166.781250 Penalty: 2832.341309
	Iteration 26Q: 3 clusters Score -373166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -373167.968750 Penalty: 2832.341309
	Iteration 27Q: 3 clusters Score -373168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -373170.218750 Penalty: 2832.341309
	Iteration 28Q: 3 clusters Score -373170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -373171.718750 Penalty: 2832.341309
	Iteration 29Q: 3 clusters Score -373171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -373173.781250 Penalty: 2832.341309
	Iteration 30Q: 3 clusters Score -373173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -373173.593750 Penalty: 2832.341309
	Iteration 31Q: 3 clusters Score -373173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -373174.718750 Penalty: 2832.341309
	Iteration 32Q: 3 clusters Score -373174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -373174.062500 Penalty: 2832.341309
	Iteration 33Q: 3 clusters Score -373174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -373174.937500 Penalty: 2832.341309
	Iteration 34Q: 3 clusters Score -373174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -373175.093750 Penalty: 2832.341309
	Iteration 35Q: 3 clusters Score -373175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -373175.250000 Penalty: 2832.341309
	Iteration 36Q: 3 clusters Score -373175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -373175.843750 Penalty: 2832.341309
	Iteration 37Q: 3 clusters Score -373175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -373175.906250 Penalty: 2832.341309
	Iteration 38Q: 3 clusters Score -373175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -373176.906250 Penalty: 2832.341309
	Iteration 39Q: 3 clusters Score -373176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -373178.750000 Penalty: 2832.341309
	Iteration 40F: 3 clusters Score -373178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -373178.937500 Penalty: 2832.341309
	Iteration 41Q: 3 clusters Score -373178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -373178.968750 Penalty: 2832.341309
	Iteration 42Q: 3 clusters Score -373179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -373178.968750 Penalty: 2832.341309
	Iteration 43F: 3 clusters Score -373179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -54105.296875 Penalty: 1112.973267
	Iteration 0F: 2 clusters Score -54105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -52704.156250 Penalty: 2225.946533
	Iteration 0F: 3 clusters Score -52704.16 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52941.382812 Penalty: 2225.946533
	Iteration 1F: 3 clusters Score -52941.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -53002.464844 Penalty: 2225.946533
	Iteration 2F: 3 clusters Score -53002.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -53030.199219 Penalty: 2225.946533
	Iteration 3Q: 3 clusters Score -53030.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53042.484375 Penalty: 2225.946533
	Iteration 4Q: 3 clusters Score -53042.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -53057.984375 Penalty: 2225.946533
	Iteration 5Q: 3 clusters Score -53057.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53068.730469 Penalty: 2225.946533
	Iteration 6Q: 3 clusters Score -53068.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53078.128906 Penalty: 2225.946533
	Iteration 7Q: 3 clusters Score -53078.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53085.574219 Penalty: 2225.946533
	Iteration 8Q: 3 clusters Score -53085.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53095.242188 Penalty: 2225.946533
	Iteration 9Q: 3 clusters Score -53095.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53098.542969 Penalty: 2225.946533
	Iteration 10Q: 3 clusters Score -53098.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53098.542969 Penalty: 2225.946533
	Iteration 11F: 3 clusters Score -53098.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -366194.968750 Penalty: 1423.037598
	Iteration 0F: 2 clusters Score -366195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -361373.437500 Penalty: 2846.075195
	Iteration 0F: 3 clusters Score -361373.4 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -362941.218750 Penalty: 2846.075195
	Iteration 1F: 3 clusters Score -362941.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -363308.875000 Penalty: 2846.075195
	Iteration 2F: 3 clusters Score -363308.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -363709.531250 Penalty: 2846.075195
	Iteration 3F: 3 clusters Score -363709.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -364139.625000 Penalty: 2846.075195
	Iteration 4F: 3 clusters Score -364139.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -364609.156250 Penalty: 2846.075195
	Iteration 5F: 3 clusters Score -364609.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -365008.375000 Penalty: 2846.075195
	Iteration 6F: 3 clusters Score -365008.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -365299.156250 Penalty: 2846.075195
	Iteration 7Q: 3 clusters Score -365299.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -365557.250000 Penalty: 2846.075195
	Iteration 8Q: 3 clusters Score -365557.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -365752.906250 Penalty: 2846.075195
	Iteration 9Q: 3 clusters Score -365752.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -365929.375000 Penalty: 2846.075195
	Iteration 10Q: 3 clusters Score -365929.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -366045.031250 Penalty: 2846.075195
	Iteration 11Q: 3 clusters Score -366045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -366085.937500 Penalty: 2846.075195
	Iteration 12Q: 3 clusters Score -366085.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -366117.875000 Penalty: 2846.075195
	Iteration 13Q: 3 clusters Score -366117.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -366130.250000 Penalty: 2846.075195
	Iteration 14Q: 3 clusters Score -366130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -366138.968750 Penalty: 2846.075195
	Iteration 15Q: 3 clusters Score -366139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -366142.656250 Penalty: 2846.075195
	Iteration 16Q: 3 clusters Score -366142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -366145.687500 Penalty: 2846.075195
	Iteration 17Q: 3 clusters Score -366145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -366149.500000 Penalty: 2846.075195
	Iteration 18Q: 3 clusters Score -366149.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -366160.000000 Penalty: 2846.075195
	Iteration 19Q: 3 clusters Score -366160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -366179.718750 Penalty: 2846.075195
	Iteration 20F: 3 clusters Score -366179.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -366204.218750 Penalty: 2846.075195
	Iteration 21Q: 3 clusters Score -366204.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -366253.375000 Penalty: 2846.075195
	Iteration 22Q: 3 clusters Score -366253.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -366303.625000 Penalty: 2846.075195
	Iteration 23Q: 3 clusters Score -366303.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -366354.500000 Penalty: 2846.075195
	Iteration 24Q: 3 clusters Score -366354.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -366390.843750 Penalty: 2846.075195
	Iteration 25Q: 3 clusters Score -366390.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -366410.312500 Penalty: 2846.075195
	Iteration 26Q: 3 clusters Score -366410.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -366421.906250 Penalty: 2846.075195
	Iteration 27Q: 3 clusters Score -366421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -366430.656250 Penalty: 2846.075195
	Iteration 28Q: 3 clusters Score -366430.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -366436.531250 Penalty: 2846.075195
	Iteration 29Q: 3 clusters Score -366436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -366441.812500 Penalty: 2846.075195
	Iteration 30Q: 3 clusters Score -366441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -366442.968750 Penalty: 2846.075195
	Iteration 31Q: 3 clusters Score -366443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -366445.187500 Penalty: 2846.075195
	Iteration 32Q: 3 clusters Score -366445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -366445.843750 Penalty: 2846.075195
	Iteration 33Q: 3 clusters Score -366445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -366447.062500 Penalty: 2846.075195
	Iteration 34Q: 3 clusters Score -366447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -366447.937500 Penalty: 2846.075195
	Iteration 35Q: 3 clusters Score -366447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -366448.187500 Penalty: 2846.075195
	Iteration 36Q: 3 clusters Score -366448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -366448.937500 Penalty: 2846.075195
	Iteration 37Q: 3 clusters Score -366448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -366449.250000 Penalty: 2846.075195
	Iteration 38Q: 3 clusters Score -366449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -366452.531250 Penalty: 2846.075195
	Iteration 39F: 3 clusters Score -366452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -366452.593750 Penalty: 2846.075195
	Iteration 40F: 3 clusters Score -366452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -366453.031250 Penalty: 2846.075195
	Iteration 41Q: 3 clusters Score -366453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -366453.031250 Penalty: 2846.075195
	Iteration 42F: 3 clusters Score -366453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55174 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 1324 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 77295 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 23884 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 95658 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2189 members 
Mstep: Class 41 contains 1751 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 5032 members 
Entering Unmasked Estep 
Score: -30918260.000000 Penalty: 94501.125000
Splitting cluster 24 changes total score from -30918756.000000 to -30918260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -148608.562500 Penalty: 1276.336914
	Iteration 0F: 2 clusters Score -148608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -146163.875000 Penalty: 2552.673828
	Iteration 0F: 3 clusters Score -146163.9 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -146739.796875 Penalty: 2552.673828
	Iteration 1F: 3 clusters Score -146739.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -146901.750000 Penalty: 2552.673828
	Iteration 2F: 3 clusters Score -146901.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -146985.875000 Penalty: 2552.673828
	Iteration 3F: 3 clusters Score -146985.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -147041.921875 Penalty: 2552.673828
	Iteration 4Q: 3 clusters Score -147041.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -147082.000000 Penalty: 2552.673828
	Iteration 5Q: 3 clusters Score -147082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -147116.046875 Penalty: 2552.673828
	Iteration 6Q: 3 clusters Score -147116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -147154.125000 Penalty: 2552.673828
	Iteration 7Q: 3 clusters Score -147154.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -147197.703125 Penalty: 2552.673828
	Iteration 8Q: 3 clusters Score -147197.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -147244.750000 Penalty: 2552.673828
	Iteration 9Q: 3 clusters Score -147244.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -147285.390625 Penalty: 2552.673828
	Iteration 10Q: 3 clusters Score -147285.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147325.531250 Penalty: 2552.673828
	Iteration 11Q: 3 clusters Score -147325.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -147347.859375 Penalty: 2552.673828
	Iteration 12Q: 3 clusters Score -147347.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -147371.656250 Penalty: 2552.673828
	Iteration 13Q: 3 clusters Score -147371.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147394.765625 Penalty: 2552.673828
	Iteration 14Q: 3 clusters Score -147394.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147418.125000 Penalty: 2552.673828
	Iteration 15Q: 3 clusters Score -147418.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -147453.468750 Penalty: 2552.673828
	Iteration 16Q: 3 clusters Score -147453.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147480.234375 Penalty: 2552.673828
	Iteration 17Q: 3 clusters Score -147480.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147509.875000 Penalty: 2552.673828
	Iteration 18Q: 3 clusters Score -147509.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147534.359375 Penalty: 2552.673828
	Iteration 19Q: 3 clusters Score -147534.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147558.062500 Penalty: 2552.673828
	Iteration 20F: 3 clusters Score -147558.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -147579.687500 Penalty: 2552.673828
	Iteration 21Q: 3 clusters Score -147579.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147595.828125 Penalty: 2552.673828
	Iteration 22Q: 3 clusters Score -147595.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -147611.171875 Penalty: 2552.673828
	Iteration 23Q: 3 clusters Score -147611.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147631.359375 Penalty: 2552.673828
	Iteration 24Q: 3 clusters Score -147631.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147648.296875 Penalty: 2552.673828
	Iteration 25Q: 3 clusters Score -147648.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147662.125000 Penalty: 2552.673828
	Iteration 26Q: 3 clusters Score -147662.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -147675.062500 Penalty: 2552.673828
	Iteration 27Q: 3 clusters Score -147675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -147682.734375 Penalty: 2552.673828
	Iteration 28Q: 3 clusters Score -147682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147691.828125 Penalty: 2552.673828
	Iteration 29Q: 3 clusters Score -147691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147699.109375 Penalty: 2552.673828
	Iteration 30Q: 3 clusters Score -147699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -147704.875000 Penalty: 2552.673828
	Iteration 31Q: 3 clusters Score -147704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147709.718750 Penalty: 2552.673828
	Iteration 32Q: 3 clusters Score -147709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147719.453125 Penalty: 2552.673828
	Iteration 33Q: 3 clusters Score -147719.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147727.031250 Penalty: 2552.673828
	Iteration 34Q: 3 clusters Score -147727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -147733.968750 Penalty: 2552.673828
	Iteration 35Q: 3 clusters Score -147734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147737.453125 Penalty: 2552.673828
	Iteration 36Q: 3 clusters Score -147737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147740.843750 Penalty: 2552.673828
	Iteration 37Q: 3 clusters Score -147740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -147742.828125 Penalty: 2552.673828
	Iteration 38Q: 3 clusters Score -147742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -147744.125000 Penalty: 2552.673828
	Iteration 39Q: 3 clusters Score -147744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147746.265625 Penalty: 2552.673828
	Iteration 40F: 3 clusters Score -147746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147748.765625 Penalty: 2552.673828
	Iteration 41Q: 3 clusters Score -147748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147749.484375 Penalty: 2552.673828
	Iteration 42Q: 3 clusters Score -147749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147749.640625 Penalty: 2552.673828
	Iteration 43Q: 3 clusters Score -147749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147749.640625 Penalty: 2552.673828
	Iteration 44F: 3 clusters Score -147749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -86698.312500 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -86698.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -84911.875000 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -84911.88 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85272.421875 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -85272.42 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -85414.250000 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -85414.25 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -85571.867188 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -85571.87 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -85722.148438 Penalty: 2389.334961
	Iteration 4F: 3 clusters Score -85722.15 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -85905.437500 Penalty: 2389.334961
	Iteration 5F: 3 clusters Score -85905.44 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -86115.078125 Penalty: 2389.334961
	Iteration 6F: 3 clusters Score -86115.08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -86289.226562 Penalty: 2389.334961
	Iteration 7F: 3 clusters Score -86289.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -86393.531250 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -86393.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -86461.195312 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -86461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -86476.226562 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -86476.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -86482.890625 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -86482.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -86486.531250 Penalty: 2389.334961
	Iteration 12Q: 3 clusters Score -86486.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -86487.890625 Penalty: 2389.334961
	Iteration 13Q: 3 clusters Score -86487.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -86490.375000 Penalty: 2389.334961
	Iteration 14Q: 3 clusters Score -86490.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -86490.570312 Penalty: 2389.334961
	Iteration 15Q: 3 clusters Score -86490.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -86490.570312 Penalty: 2389.334961
	Iteration 16F: 3 clusters Score -86490.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -260454.171875 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -260454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -256833.015625 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -256833 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -257734.671875 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -257734.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -257867.421875 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -257867.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -257973.968750 Penalty: 2728.162842
	Iteration 3Q: 3 clusters Score -257974 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -258051.437500 Penalty: 2728.162842
	Iteration 4Q: 3 clusters Score -258051.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -258103.203125 Penalty: 2728.162842
	Iteration 5Q: 3 clusters Score -258103.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -258136.015625 Penalty: 2728.162842
	Iteration 6Q: 3 clusters Score -258136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -258171.828125 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -258171.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -258209.171875 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -258209.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -258256.109375 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -258256.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -258323.968750 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -258324 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -258402.484375 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -258402.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -258460.843750 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -258460.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -258521.875000 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -258521.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -258582.359375 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -258582.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -258648.687500 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -258648.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -258712.750000 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -258712.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -258773.734375 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -258773.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -258828.218750 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -258828.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -258894.140625 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -258894.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -258958.203125 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -258958.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -259020.312500 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -259020.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -259075.953125 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -259076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -259124.000000 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -259124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -259167.578125 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -259167.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -259215.031250 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -259215 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -259269.046875 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -259269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -259314.156250 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -259314.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -259366.843750 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -259366.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -259414.609375 Penalty: 2728.162842
	Iteration 29Q: 3 clusters Score -259414.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -259442.937500 Penalty: 2728.162842
	Iteration 30Q: 3 clusters Score -259442.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -259473.859375 Penalty: 2728.162842
	Iteration 31Q: 3 clusters Score -259473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -259496.734375 Penalty: 2728.162842
	Iteration 32Q: 3 clusters Score -259496.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -259515.031250 Penalty: 2728.162842
	Iteration 33Q: 3 clusters Score -259515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -259528.187500 Penalty: 2728.162842
	Iteration 34Q: 3 clusters Score -259528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -259538.218750 Penalty: 2728.162842
	Iteration 35Q: 3 clusters Score -259538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -259546.296875 Penalty: 2728.162842
	Iteration 36Q: 3 clusters Score -259546.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -259549.546875 Penalty: 2728.162842
	Iteration 37Q: 3 clusters Score -259549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -259552.531250 Penalty: 2728.162842
	Iteration 38Q: 3 clusters Score -259552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -259554.593750 Penalty: 2728.162842
	Iteration 39Q: 3 clusters Score -259554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -259555.671875 Penalty: 2728.162842
	Iteration 40F: 3 clusters Score -259555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -259556.609375 Penalty: 2728.162842
	Iteration 41Q: 3 clusters Score -259556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -259557.531250 Penalty: 2728.162842
	Iteration 42Q: 3 clusters Score -259557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -259558.687500 Penalty: 2728.162842
	Iteration 43Q: 3 clusters Score -259558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -259559.078125 Penalty: 2728.162842
	Iteration 44Q: 3 clusters Score -259559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -259560.265625 Penalty: 2728.162842
	Iteration 45Q: 3 clusters Score -259560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -259560.937500 Penalty: 2728.162842
	Iteration 46Q: 3 clusters Score -259560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -259562.953125 Penalty: 2728.162842
	Iteration 47Q: 3 clusters Score -259563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -259565.296875 Penalty: 2728.162842
	Iteration 48Q: 3 clusters Score -259565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -259568.187500 Penalty: 2728.162842
	Iteration 49Q: 3 clusters Score -259568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -259570.906250 Penalty: 2728.162842
	Iteration 50Q: 3 clusters Score -259570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -259573.640625 Penalty: 2728.162842
	Iteration 51Q: 3 clusters Score -259573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -259575.781250 Penalty: 2728.162842
	Iteration 52Q: 3 clusters Score -259575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -259579.562500 Penalty: 2728.162842
	Iteration 53Q: 3 clusters Score -259579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -259582.218750 Penalty: 2728.162842
	Iteration 54Q: 3 clusters Score -259582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -259585.140625 Penalty: 2728.162842
	Iteration 55Q: 3 clusters Score -259585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -259586.031250 Penalty: 2728.162842
	Iteration 56Q: 3 clusters Score -259586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -259587.421875 Penalty: 2728.162842
	Iteration 57Q: 3 clusters Score -259587.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -259587.421875 Penalty: 2728.162842
	Iteration 58F: 3 clusters Score -259587.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -399497.656250 Penalty: 1424.437744
	Iteration 0F: 2 clusters Score -399497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -394590.187500 Penalty: 2848.875488
	Iteration 0F: 3 clusters Score -394590.2 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -395989.718750 Penalty: 2848.875488
	Iteration 1F: 3 clusters Score -395989.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -396182.937500 Penalty: 2848.875488
	Iteration 2F: 3 clusters Score -396182.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -396303.625000 Penalty: 2848.875488
	Iteration 3Q: 3 clusters Score -396303.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -396392.875000 Penalty: 2848.875488
	Iteration 4Q: 3 clusters Score -396392.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -396491.937500 Penalty: 2848.875488
	Iteration 5Q: 3 clusters Score -396491.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -396594.937500 Penalty: 2848.875488
	Iteration 6Q: 3 clusters Score -396594.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -396730.593750 Penalty: 2848.875488
	Iteration 7Q: 3 clusters Score -396730.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -396868.093750 Penalty: 2848.875488
	Iteration 8Q: 3 clusters Score -396868.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -397014.468750 Penalty: 2848.875488
	Iteration 9Q: 3 clusters Score -397014.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -397165.812500 Penalty: 2848.875488
	Iteration 10Q: 3 clusters Score -397165.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -397328.562500 Penalty: 2848.875488
	Iteration 11Q: 3 clusters Score -397328.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -397503.843750 Penalty: 2848.875488
	Iteration 12Q: 3 clusters Score -397503.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -397670.187500 Penalty: 2848.875488
	Iteration 13Q: 3 clusters Score -397670.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -397829.218750 Penalty: 2848.875488
	Iteration 14Q: 3 clusters Score -397829.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -397962.031250 Penalty: 2848.875488
	Iteration 15Q: 3 clusters Score -397962 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -398060.187500 Penalty: 2848.875488
	Iteration 16Q: 3 clusters Score -398060.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -398111.468750 Penalty: 2848.875488
	Iteration 17Q: 3 clusters Score -398111.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -398135.593750 Penalty: 2848.875488
	Iteration 18Q: 3 clusters Score -398135.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -398161.187500 Penalty: 2848.875488
	Iteration 19Q: 3 clusters Score -398161.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -398178.937500 Penalty: 2848.875488
	Iteration 20F: 3 clusters Score -398178.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -398199.406250 Penalty: 2848.875488
	Iteration 21Q: 3 clusters Score -398199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -398217.593750 Penalty: 2848.875488
	Iteration 22Q: 3 clusters Score -398217.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -398231.000000 Penalty: 2848.875488
	Iteration 23Q: 3 clusters Score -398231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -398239.218750 Penalty: 2848.875488
	Iteration 24Q: 3 clusters Score -398239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -398252.906250 Penalty: 2848.875488
	Iteration 25Q: 3 clusters Score -398252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -398262.218750 Penalty: 2848.875488
	Iteration 26Q: 3 clusters Score -398262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -398270.343750 Penalty: 2848.875488
	Iteration 27Q: 3 clusters Score -398270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -398275.500000 Penalty: 2848.875488
	Iteration 28Q: 3 clusters Score -398275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -398279.156250 Penalty: 2848.875488
	Iteration 29Q: 3 clusters Score -398279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -398279.187500 Penalty: 2848.875488
	Iteration 30Q: 3 clusters Score -398279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -398281.312500 Penalty: 2848.875488
	Iteration 31Q: 3 clusters Score -398281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -398281.687500 Penalty: 2848.875488
	Iteration 32Q: 3 clusters Score -398281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -398282.031250 Penalty: 2848.875488
	Iteration 33Q: 3 clusters Score -398282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -398284.156250 Penalty: 2848.875488
	Iteration 34Q: 3 clusters Score -398284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -398285.187500 Penalty: 2848.875488
	Iteration 35Q: 3 clusters Score -398285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -398286.593750 Penalty: 2848.875488
	Iteration 36Q: 3 clusters Score -398286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -398289.531250 Penalty: 2848.875488
	Iteration 37Q: 3 clusters Score -398289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -398291.312500 Penalty: 2848.875488
	Iteration 38Q: 3 clusters Score -398291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -398295.375000 Penalty: 2848.875488
	Iteration 39Q: 3 clusters Score -398295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -398297.281250 Penalty: 2848.875488
	Iteration 40F: 3 clusters Score -398297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -398298.031250 Penalty: 2848.875488
	Iteration 41Q: 3 clusters Score -398298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -398300.218750 Penalty: 2848.875488
	Iteration 42Q: 3 clusters Score -398300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -398303.531250 Penalty: 2848.875488
	Iteration 43Q: 3 clusters Score -398303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -398303.531250 Penalty: 2848.875488
	Iteration 44F: 3 clusters Score -398303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Entering Unmasked Estep 
Score: -4682956.000000 Penalty: 1829.000000
	Iteration 0F: 2 clusters Score -4682956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4631365.000000 Penalty: 3658.000000
	Iteration 0F: 3 clusters Score -4631365 nChanged 36680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4652380.500000 Penalty: 3658.000000
	Iteration 1F: 3 clusters Score -4652380 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4653415.000000 Penalty: 3658.000000
	Iteration 2Q: 3 clusters Score -4653415 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4655087.000000 Penalty: 3658.000000
	Iteration 3Q: 3 clusters Score -4655087 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4657342.500000 Penalty: 3658.000000
	Iteration 4F: 3 clusters Score -4657342 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -4660217.500000 Penalty: 3658.000000
	Iteration 5F: 3 clusters Score -4660218 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -4662963.000000 Penalty: 3658.000000
	Iteration 6F: 3 clusters Score -4662963 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -4665207.000000 Penalty: 3658.000000
	Iteration 7F: 3 clusters Score -4665207 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -4666763.500000 Penalty: 3658.000000
	Iteration 8Q: 3 clusters Score -4666764 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -4667632.000000 Penalty: 3658.000000
	Iteration 9Q: 3 clusters Score -4667632 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -4668180.000000 Penalty: 3658.000000
	Iteration 10Q: 3 clusters Score -4668180 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -4668472.000000 Penalty: 3658.000000
	Iteration 11Q: 3 clusters Score -4668472 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -4668785.000000 Penalty: 3658.000000
	Iteration 12Q: 3 clusters Score -4668785 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -4669025.000000 Penalty: 3658.000000
	Iteration 13Q: 3 clusters Score -4669025 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -4669291.000000 Penalty: 3658.000000
	Iteration 14Q: 3 clusters Score -4669291 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -4669626.500000 Penalty: 3658.000000
	Iteration 15Q: 3 clusters Score -4669626 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -4669932.500000 Penalty: 3658.000000
	Iteration 16Q: 3 clusters Score -4669932 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -4670369.000000 Penalty: 3658.000000
	Iteration 17Q: 3 clusters Score -4670369 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -4670916.000000 Penalty: 3658.000000
	Iteration 18Q: 3 clusters Score -4670916 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -4671580.000000 Penalty: 3658.000000
	Iteration 19Q: 3 clusters Score -4671580 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -4672374.000000 Penalty: 3658.000000
	Iteration 20F: 3 clusters Score -4672374 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -4673391.000000 Penalty: 3658.000000
	Iteration 21Q: 3 clusters Score -4673391 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -4674674.500000 Penalty: 3658.000000
	Iteration 22Q: 3 clusters Score -4674674 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -4676154.500000 Penalty: 3658.000000
	Iteration 23Q: 3 clusters Score -4676154 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -4677600.000000 Penalty: 3658.000000
	Iteration 24Q: 3 clusters Score -4677600 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -4679037.500000 Penalty: 3658.000000
	Iteration 25Q: 3 clusters Score -4679038 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -4680034.500000 Penalty: 3658.000000
	Iteration 26Q: 3 clusters Score -4680034 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -4680651.000000 Penalty: 3658.000000
	Iteration 27Q: 3 clusters Score -4680651 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -4680979.500000 Penalty: 3658.000000
	Iteration 28Q: 3 clusters Score -4680980 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -4681152.000000 Penalty: 3658.000000
	Iteration 29Q: 3 clusters Score -4681152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -4681241.500000 Penalty: 3658.000000
	Iteration 30Q: 3 clusters Score -4681242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -4681300.000000 Penalty: 3658.000000
	Iteration 31Q: 3 clusters Score -4681300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -4681347.000000 Penalty: 3658.000000
	Iteration 32Q: 3 clusters Score -4681347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -4681384.000000 Penalty: 3658.000000
	Iteration 33Q: 3 clusters Score -4681384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -4681421.000000 Penalty: 3658.000000
	Iteration 34Q: 3 clusters Score -4681421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -4681430.500000 Penalty: 3658.000000
	Iteration 35Q: 3 clusters Score -4681430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -4681438.500000 Penalty: 3658.000000
	Iteration 36Q: 3 clusters Score -4681438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -4681439.000000 Penalty: 3658.000000
	Iteration 37Q: 3 clusters Score -4681439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -4681451.000000 Penalty: 3658.000000
	Iteration 38Q: 3 clusters Score -4681451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -4681454.000000 Penalty: 3658.000000
	Iteration 39Q: 3 clusters Score -4681454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -4681457.000000 Penalty: 3658.000000
	Iteration 40F: 3 clusters Score -4681457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -4681464.000000 Penalty: 3658.000000
	Iteration 41Q: 3 clusters Score -4681464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -4681465.000000 Penalty: 3658.000000
	Iteration 42Q: 3 clusters Score -4681465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -4681466.000000 Penalty: 3658.000000
	Iteration 43Q: 3 clusters Score -4681466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -4681468.000000 Penalty: 3658.000000
	Iteration 44Q: 3 clusters Score -4681468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -4681471.500000 Penalty: 3658.000000
	Iteration 45Q: 3 clusters Score -4681472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -4681481.000000 Penalty: 3658.000000
	Iteration 46Q: 3 clusters Score -4681481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4681483.000000 Penalty: 3658.000000
	Iteration 47Q: 3 clusters Score -4681483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4681485.500000 Penalty: 3658.000000
	Iteration 48Q: 3 clusters Score -4681486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4681485.500000 Penalty: 3658.000000
	Iteration 49F: 3 clusters Score -4681486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Entering Unmasked Estep 
Score: -1056406.500000 Penalty: 1613.796265
	Iteration 0F: 2 clusters Score -1056406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1042461.750000 Penalty: 3227.592529
	Iteration 0F: 3 clusters Score -1042462 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1047704.312500 Penalty: 3227.592529
	Iteration 1F: 3 clusters Score -1047704 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1048205.812500 Penalty: 3227.592529
	Iteration 2F: 3 clusters Score -1048206 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1048744.125000 Penalty: 3227.592529
	Iteration 3F: 3 clusters Score -1048744 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1049286.625000 Penalty: 3227.592529
	Iteration 4F: 3 clusters Score -1049287 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1049832.750000 Penalty: 3227.592529
	Iteration 5F: 3 clusters Score -1049833 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1050425.500000 Penalty: 3227.592529
	Iteration 6Q: 3 clusters Score -1050426 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1051068.625000 Penalty: 3227.592529
	Iteration 7F: 3 clusters Score -1051069 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1051724.625000 Penalty: 3227.592529
	Iteration 8Q: 3 clusters Score -1051725 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1052337.750000 Penalty: 3227.592529
	Iteration 9Q: 3 clusters Score -1052338 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1052848.750000 Penalty: 3227.592529
	Iteration 10Q: 3 clusters Score -1052849 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1053263.875000 Penalty: 3227.592529
	Iteration 11Q: 3 clusters Score -1053264 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1053557.000000 Penalty: 3227.592529
	Iteration 12Q: 3 clusters Score -1053557 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1053783.375000 Penalty: 3227.592529
	Iteration 13Q: 3 clusters Score -1053783 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1053993.250000 Penalty: 3227.592529
	Iteration 14Q: 3 clusters Score -1053993 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1054150.500000 Penalty: 3227.592529
	Iteration 15Q: 3 clusters Score -1054150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1054279.625000 Penalty: 3227.592529
	Iteration 16Q: 3 clusters Score -1054280 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1054413.625000 Penalty: 3227.592529
	Iteration 17Q: 3 clusters Score -1054414 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1054538.750000 Penalty: 3227.592529
	Iteration 18Q: 3 clusters Score -1054539 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1054648.250000 Penalty: 3227.592529
	Iteration 19Q: 3 clusters Score -1054648 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1054750.375000 Penalty: 3227.592529
	Iteration 20F: 3 clusters Score -1054750 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1054837.125000 Penalty: 3227.592529
	Iteration 21Q: 3 clusters Score -1054837 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1054916.000000 Penalty: 3227.592529
	Iteration 22Q: 3 clusters Score -1054916 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1055000.625000 Penalty: 3227.592529
	Iteration 23Q: 3 clusters Score -1055001 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1055078.750000 Penalty: 3227.592529
	Iteration 24Q: 3 clusters Score -1055079 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1055170.375000 Penalty: 3227.592529
	Iteration 25Q: 3 clusters Score -1055170 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1055257.250000 Penalty: 3227.592529
	Iteration 26Q: 3 clusters Score -1055257 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1055334.750000 Penalty: 3227.592529
	Iteration 27Q: 3 clusters Score -1055335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1055399.625000 Penalty: 3227.592529
	Iteration 28Q: 3 clusters Score -1055400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1055458.750000 Penalty: 3227.592529
	Iteration 29Q: 3 clusters Score -1055459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1055519.125000 Penalty: 3227.592529
	Iteration 30Q: 3 clusters Score -1055519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1055555.500000 Penalty: 3227.592529
	Iteration 31Q: 3 clusters Score -1055556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1055589.000000 Penalty: 3227.592529
	Iteration 32Q: 3 clusters Score -1055589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1055617.500000 Penalty: 3227.592529
	Iteration 33Q: 3 clusters Score -1055618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -1055631.500000 Penalty: 3227.592529
	Iteration 34Q: 3 clusters Score -1055632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1055641.750000 Penalty: 3227.592529
	Iteration 35Q: 3 clusters Score -1055642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1055653.125000 Penalty: 3227.592529
	Iteration 36Q: 3 clusters Score -1055653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1055676.375000 Penalty: 3227.592529
	Iteration 37Q: 3 clusters Score -1055676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -1055691.375000 Penalty: 3227.592529
	Iteration 38Q: 3 clusters Score -1055691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1055702.625000 Penalty: 3227.592529
	Iteration 39Q: 3 clusters Score -1055703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -1055715.375000 Penalty: 3227.592529
	Iteration 40F: 3 clusters Score -1055715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1055720.625000 Penalty: 3227.592529
	Iteration 41Q: 3 clusters Score -1055721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1055725.625000 Penalty: 3227.592529
	Iteration 42Q: 3 clusters Score -1055726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1055731.250000 Penalty: 3227.592529
	Iteration 43Q: 3 clusters Score -1055731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1055730.375000 Penalty: 3227.592529
	Iteration 44Q: 3 clusters Score -1055730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1055733.625000 Penalty: 3227.592529
	Iteration 45Q: 3 clusters Score -1055734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1055735.125000 Penalty: 3227.592529
	Iteration 46Q: 3 clusters Score -1055735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1055736.125000 Penalty: 3227.592529
	Iteration 47Q: 3 clusters Score -1055736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1055735.250000 Penalty: 3227.592529
	Iteration 48Q: 3 clusters Score -1055735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1055736.625000 Penalty: 3227.592529
	Iteration 49Q: 3 clusters Score -1055737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1055736.625000 Penalty: 3227.592529
	Iteration 50F: 3 clusters Score -1055737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Entering Unmasked Estep 
Score: -304211.812500 Penalty: 1395.523682
	Iteration 0F: 2 clusters Score -304211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -300038.000000 Penalty: 2791.047363
	Iteration 0F: 3 clusters Score -300038 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -301357.031250 Penalty: 2791.047363
	Iteration 1F: 3 clusters Score -301357 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -301647.468750 Penalty: 2791.047363
	Iteration 2F: 3 clusters Score -301647.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -301878.750000 Penalty: 2791.047363
	Iteration 3F: 3 clusters Score -301878.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -302076.281250 Penalty: 2791.047363
	Iteration 4F: 3 clusters Score -302076.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -302299.156250 Penalty: 2791.047363
	Iteration 5F: 3 clusters Score -302299.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -302514.531250 Penalty: 2791.047363
	Iteration 6F: 3 clusters Score -302514.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -302745.687500 Penalty: 2791.047363
	Iteration 7F: 3 clusters Score -302745.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -302960.156250 Penalty: 2791.047363
	Iteration 8Q: 3 clusters Score -302960.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -303157.906250 Penalty: 2791.047363
	Iteration 9Q: 3 clusters Score -303157.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -303319.250000 Penalty: 2791.047363
	Iteration 10Q: 3 clusters Score -303319.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -303428.187500 Penalty: 2791.047363
	Iteration 11Q: 3 clusters Score -303428.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -303487.031250 Penalty: 2791.047363
	Iteration 12Q: 3 clusters Score -303487 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -303525.093750 Penalty: 2791.047363
	Iteration 13Q: 3 clusters Score -303525.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -303557.125000 Penalty: 2791.047363
	Iteration 14Q: 3 clusters Score -303557.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -303580.187500 Penalty: 2791.047363
	Iteration 15Q: 3 clusters Score -303580.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -303593.687500 Penalty: 2791.047363
	Iteration 16Q: 3 clusters Score -303593.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -303601.062500 Penalty: 2791.047363
	Iteration 17Q: 3 clusters Score -303601.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -303606.437500 Penalty: 2791.047363
	Iteration 18Q: 3 clusters Score -303606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -303608.625000 Penalty: 2791.047363
	Iteration 19Q: 3 clusters Score -303608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -303609.843750 Penalty: 2791.047363
	Iteration 20F: 3 clusters Score -303609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -303610.093750 Penalty: 2791.047363
	Iteration 21Q: 3 clusters Score -303610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -303610.437500 Penalty: 2791.047363
	Iteration 22Q: 3 clusters Score -303610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -303610.781250 Penalty: 2791.047363
	Iteration 23Q: 3 clusters Score -303610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -303611.218750 Penalty: 2791.047363
	Iteration 24Q: 3 clusters Score -303611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -303611.500000 Penalty: 2791.047363
	Iteration 25Q: 3 clusters Score -303611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -303611.500000 Penalty: 2791.047363
	Iteration 26F: 3 clusters Score -303611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -104910.851562 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -104910.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -102509.335938 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -102509.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -103281.195312 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -103281.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -103690.117188 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -103690.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -104054.937500 Penalty: 2541.512207
	Iteration 3F: 3 clusters Score -104054.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -104308.617188 Penalty: 2541.512207
	Iteration 4F: 3 clusters Score -104308.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -104495.796875 Penalty: 2541.512207
	Iteration 5F: 3 clusters Score -104495.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -104637.187500 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -104637.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -104710.367188 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -104710.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -104790.257812 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -104790.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -104832.156250 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -104832.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -104857.570312 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -104857.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -104875.828125 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -104875.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -104890.984375 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -104891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -104902.281250 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -104902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -104908.343750 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -104908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -104911.679688 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -104911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -104913.679688 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -104913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -104914.039062 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -104914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -104914.421875 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -104914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -104914.921875 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -104914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -104914.921875 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -104914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55174 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 77295 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 670 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 23884 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 95658 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2189 members 
Mstep: Class 41 contains 1751 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 1820 members 
Entering Unmasked Estep 
Score: -30917842.000000 Penalty: 94501.125000
Splitting cluster 32 changes total score from -30918756.000000 to -30917842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (26609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Entering Unmasked Estep 
Score: -1611681.000000 Penalty: 1655.713257
	Iteration 0F: 2 clusters Score -1611681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1593665.500000 Penalty: 3311.426514
	Iteration 0F: 3 clusters Score -1593666 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1600521.500000 Penalty: 3311.426514
	Iteration 1F: 3 clusters Score -1600522 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1601052.250000 Penalty: 3311.426514
	Iteration 2Q: 3 clusters Score -1601052 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1601623.625000 Penalty: 3311.426514
	Iteration 3F: 3 clusters Score -1601624 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1602255.750000 Penalty: 3311.426514
	Iteration 4F: 3 clusters Score -1602256 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1602929.625000 Penalty: 3311.426514
	Iteration 5F: 3 clusters Score -1602930 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1603671.250000 Penalty: 3311.426514
	Iteration 6F: 3 clusters Score -1603671 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1604427.375000 Penalty: 3311.426514
	Iteration 7F: 3 clusters Score -1604427 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1605133.125000 Penalty: 3311.426514
	Iteration 8Q: 3 clusters Score -1605133 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1605732.500000 Penalty: 3311.426514
	Iteration 9Q: 3 clusters Score -1605732 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1606158.750000 Penalty: 3311.426514
	Iteration 10Q: 3 clusters Score -1606159 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1606446.000000 Penalty: 3311.426514
	Iteration 11Q: 3 clusters Score -1606446 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1606616.375000 Penalty: 3311.426514
	Iteration 12Q: 3 clusters Score -1606616 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1606711.875000 Penalty: 3311.426514
	Iteration 13Q: 3 clusters Score -1606712 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1606790.375000 Penalty: 3311.426514
	Iteration 14Q: 3 clusters Score -1606790 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1606856.625000 Penalty: 3311.426514
	Iteration 15Q: 3 clusters Score -1606857 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1606927.000000 Penalty: 3311.426514
	Iteration 16Q: 3 clusters Score -1606927 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1606991.375000 Penalty: 3311.426514
	Iteration 17Q: 3 clusters Score -1606991 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1607045.125000 Penalty: 3311.426514
	Iteration 18Q: 3 clusters Score -1607045 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -1607110.000000 Penalty: 3311.426514
	Iteration 19Q: 3 clusters Score -1607110 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1607172.625000 Penalty: 3311.426514
	Iteration 20F: 3 clusters Score -1607173 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1607244.000000 Penalty: 3311.426514
	Iteration 21Q: 3 clusters Score -1607244 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -1607308.375000 Penalty: 3311.426514
	Iteration 22Q: 3 clusters Score -1607308 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1607387.625000 Penalty: 3311.426514
	Iteration 23Q: 3 clusters Score -1607388 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1607466.125000 Penalty: 3311.426514
	Iteration 24Q: 3 clusters Score -1607466 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1607548.875000 Penalty: 3311.426514
	Iteration 25Q: 3 clusters Score -1607549 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1607636.750000 Penalty: 3311.426514
	Iteration 26Q: 3 clusters Score -1607637 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1607748.500000 Penalty: 3311.426514
	Iteration 27Q: 3 clusters Score -1607748 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1607877.625000 Penalty: 3311.426514
	Iteration 28Q: 3 clusters Score -1607878 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -1608017.250000 Penalty: 3311.426514
	Iteration 29Q: 3 clusters Score -1608017 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1608173.000000 Penalty: 3311.426514
	Iteration 30Q: 3 clusters Score -1608173 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -1608345.125000 Penalty: 3311.426514
	Iteration 31Q: 3 clusters Score -1608345 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1608513.875000 Penalty: 3311.426514
	Iteration 32Q: 3 clusters Score -1608514 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -1608690.000000 Penalty: 3311.426514
	Iteration 33Q: 3 clusters Score -1608690 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -1608854.750000 Penalty: 3311.426514
	Iteration 34Q: 3 clusters Score -1608855 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1609035.125000 Penalty: 3311.426514
	Iteration 35Q: 3 clusters Score -1609035 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1609192.375000 Penalty: 3311.426514
	Iteration 36Q: 3 clusters Score -1609192 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -1609321.250000 Penalty: 3311.426514
	Iteration 37Q: 3 clusters Score -1609321 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -1609432.625000 Penalty: 3311.426514
	Iteration 38Q: 3 clusters Score -1609433 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -1609556.750000 Penalty: 3311.426514
	Iteration 39Q: 3 clusters Score -1609557 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -1609644.500000 Penalty: 3311.426514
	Iteration 40F: 3 clusters Score -1609644 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -1609715.750000 Penalty: 3311.426514
	Iteration 41Q: 3 clusters Score -1609716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -1609779.500000 Penalty: 3311.426514
	Iteration 42Q: 3 clusters Score -1609780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -1609828.250000 Penalty: 3311.426514
	Iteration 43Q: 3 clusters Score -1609828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -1609869.000000 Penalty: 3311.426514
	Iteration 44Q: 3 clusters Score -1609869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -1609915.625000 Penalty: 3311.426514
	Iteration 45Q: 3 clusters Score -1609916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -1609941.500000 Penalty: 3311.426514
	Iteration 46Q: 3 clusters Score -1609942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -1609971.000000 Penalty: 3311.426514
	Iteration 47Q: 3 clusters Score -1609971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -1609993.000000 Penalty: 3311.426514
	Iteration 48Q: 3 clusters Score -1609993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1610007.250000 Penalty: 3311.426514
	Iteration 49Q: 3 clusters Score -1610007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -1610021.375000 Penalty: 3311.426514
	Iteration 50Q: 3 clusters Score -1610021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1610031.375000 Penalty: 3311.426514
	Iteration 51Q: 3 clusters Score -1610031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -1610047.375000 Penalty: 3311.426514
	Iteration 52Q: 3 clusters Score -1610047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -1610056.625000 Penalty: 3311.426514
	Iteration 53Q: 3 clusters Score -1610057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -1610064.250000 Penalty: 3311.426514
	Iteration 54Q: 3 clusters Score -1610064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -1610069.500000 Penalty: 3311.426514
	Iteration 55Q: 3 clusters Score -1610070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -1610074.875000 Penalty: 3311.426514
	Iteration 56Q: 3 clusters Score -1610075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -1610087.000000 Penalty: 3311.426514
	Iteration 57Q: 3 clusters Score -1610087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -1610089.375000 Penalty: 3311.426514
	Iteration 58Q: 3 clusters Score -1610089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -1610096.625000 Penalty: 3311.426514
	Iteration 59Q: 3 clusters Score -1610097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1610100.125000 Penalty: 3311.426514
	Iteration 60F: 3 clusters Score -1610100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -1610101.500000 Penalty: 3311.426514
	Iteration 61Q: 3 clusters Score -1610102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -1610100.500000 Penalty: 3311.426514
	Iteration 62Q: 3 clusters Score -1610100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -1610101.875000 Penalty: 3311.426514
	Iteration 63Q: 3 clusters Score -1610102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -1610103.375000 Penalty: 3311.426514
	Iteration 64Q: 3 clusters Score -1610103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -1610104.750000 Penalty: 3311.426514
	Iteration 65Q: 3 clusters Score -1610105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -1610104.125000 Penalty: 3311.426514
	Iteration 66Q: 3 clusters Score -1610104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -1610106.875000 Penalty: 3311.426514
	Iteration 67Q: 3 clusters Score -1610107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -1610109.875000 Penalty: 3311.426514
	Iteration 68Q: 3 clusters Score -1610110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -1610112.750000 Penalty: 3311.426514
	Iteration 69Q: 3 clusters Score -1610113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -1610115.250000 Penalty: 3311.426514
	Iteration 70Q: 3 clusters Score -1610115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -1610114.125000 Penalty: 3311.426514
	Iteration 71Q: 3 clusters Score -1610114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -1610117.375000 Penalty: 3311.426514
	Iteration 72Q: 3 clusters Score -1610117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -1610117.500000 Penalty: 3311.426514
	Iteration 73Q: 3 clusters Score -1610118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1610120.000000 Penalty: 3311.426514
	Iteration 74Q: 3 clusters Score -1610120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1610120.000000 Penalty: 3311.426514
	Iteration 75F: 3 clusters Score -1610120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Entering Unmasked Estep 
Score: -1453445.000000 Penalty: 1638.156616
	Iteration 0F: 2 clusters Score -1453445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1437226.375000 Penalty: 3276.313232
	Iteration 0F: 3 clusters Score -1437226 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1443371.125000 Penalty: 3276.313232
	Iteration 1F: 3 clusters Score -1443371 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1443897.625000 Penalty: 3276.313232
	Iteration 2F: 3 clusters Score -1443898 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1444502.250000 Penalty: 3276.313232
	Iteration 3F: 3 clusters Score -1444502 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1445150.250000 Penalty: 3276.313232
	Iteration 4F: 3 clusters Score -1445150 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1445934.375000 Penalty: 3276.313232
	Iteration 5F: 3 clusters Score -1445934 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1446819.500000 Penalty: 3276.313232
	Iteration 6F: 3 clusters Score -1446820 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1447718.500000 Penalty: 3276.313232
	Iteration 7F: 3 clusters Score -1447718 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1448672.000000 Penalty: 3276.313232
	Iteration 8Q: 3 clusters Score -1448672 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1449484.375000 Penalty: 3276.313232
	Iteration 9Q: 3 clusters Score -1449484 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1450132.125000 Penalty: 3276.313232
	Iteration 10Q: 3 clusters Score -1450132 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1450589.000000 Penalty: 3276.313232
	Iteration 11Q: 3 clusters Score -1450589 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1450942.625000 Penalty: 3276.313232
	Iteration 12Q: 3 clusters Score -1450943 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1451217.625000 Penalty: 3276.313232
	Iteration 13Q: 3 clusters Score -1451218 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1451476.875000 Penalty: 3276.313232
	Iteration 14Q: 3 clusters Score -1451477 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1451653.500000 Penalty: 3276.313232
	Iteration 15Q: 3 clusters Score -1451654 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1451771.875000 Penalty: 3276.313232
	Iteration 16Q: 3 clusters Score -1451772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1451860.375000 Penalty: 3276.313232
	Iteration 17Q: 3 clusters Score -1451860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1451908.250000 Penalty: 3276.313232
	Iteration 18Q: 3 clusters Score -1451908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1451951.625000 Penalty: 3276.313232
	Iteration 19Q: 3 clusters Score -1451952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1451980.875000 Penalty: 3276.313232
	Iteration 20F: 3 clusters Score -1451981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1452013.250000 Penalty: 3276.313232
	Iteration 21Q: 3 clusters Score -1452013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1452038.375000 Penalty: 3276.313232
	Iteration 22Q: 3 clusters Score -1452038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1452061.750000 Penalty: 3276.313232
	Iteration 23Q: 3 clusters Score -1452062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1452081.750000 Penalty: 3276.313232
	Iteration 24Q: 3 clusters Score -1452082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1452100.750000 Penalty: 3276.313232
	Iteration 25Q: 3 clusters Score -1452101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1452115.750000 Penalty: 3276.313232
	Iteration 26Q: 3 clusters Score -1452116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1452121.375000 Penalty: 3276.313232
	Iteration 27Q: 3 clusters Score -1452121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1452130.750000 Penalty: 3276.313232
	Iteration 28Q: 3 clusters Score -1452131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1452139.875000 Penalty: 3276.313232
	Iteration 29Q: 3 clusters Score -1452140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1452144.000000 Penalty: 3276.313232
	Iteration 30Q: 3 clusters Score -1452144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1452147.750000 Penalty: 3276.313232
	Iteration 31Q: 3 clusters Score -1452148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1452151.125000 Penalty: 3276.313232
	Iteration 32Q: 3 clusters Score -1452151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1452154.500000 Penalty: 3276.313232
	Iteration 33Q: 3 clusters Score -1452154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1452154.000000 Penalty: 3276.313232
	Iteration 34Q: 3 clusters Score -1452154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1452155.250000 Penalty: 3276.313232
	Iteration 35Q: 3 clusters Score -1452155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1452156.625000 Penalty: 3276.313232
	Iteration 36Q: 3 clusters Score -1452157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1452159.000000 Penalty: 3276.313232
	Iteration 37Q: 3 clusters Score -1452159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1452159.000000 Penalty: 3276.313232
	Iteration 38F: 3 clusters Score -1452159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -215154.578125 Penalty: 1339.576172
	Iteration 0F: 2 clusters Score -215154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -211940.406250 Penalty: 2679.152344
	Iteration 0F: 3 clusters Score -211940.4 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -212817.187500 Penalty: 2679.152344
	Iteration 1F: 3 clusters Score -212817.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -213004.937500 Penalty: 2679.152344
	Iteration 2F: 3 clusters Score -213004.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -213151.968750 Penalty: 2679.152344
	Iteration 3F: 3 clusters Score -213152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -213258.890625 Penalty: 2679.152344
	Iteration 4Q: 3 clusters Score -213258.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -213375.078125 Penalty: 2679.152344
	Iteration 5Q: 3 clusters Score -213375.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -213501.437500 Penalty: 2679.152344
	Iteration 6Q: 3 clusters Score -213501.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -213638.015625 Penalty: 2679.152344
	Iteration 7Q: 3 clusters Score -213638 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -213739.828125 Penalty: 2679.152344
	Iteration 8Q: 3 clusters Score -213739.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -213805.328125 Penalty: 2679.152344
	Iteration 9Q: 3 clusters Score -213805.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -213871.125000 Penalty: 2679.152344
	Iteration 10Q: 3 clusters Score -213871.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -213904.187500 Penalty: 2679.152344
	Iteration 11Q: 3 clusters Score -213904.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -213931.765625 Penalty: 2679.152344
	Iteration 12Q: 3 clusters Score -213931.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -213949.156250 Penalty: 2679.152344
	Iteration 13Q: 3 clusters Score -213949.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -213971.281250 Penalty: 2679.152344
	Iteration 14Q: 3 clusters Score -213971.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -213992.546875 Penalty: 2679.152344
	Iteration 15Q: 3 clusters Score -213992.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -214012.109375 Penalty: 2679.152344
	Iteration 16Q: 3 clusters Score -214012.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -214029.890625 Penalty: 2679.152344
	Iteration 17Q: 3 clusters Score -214029.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -214040.625000 Penalty: 2679.152344
	Iteration 18Q: 3 clusters Score -214040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -214050.968750 Penalty: 2679.152344
	Iteration 19Q: 3 clusters Score -214051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -214057.406250 Penalty: 2679.152344
	Iteration 20F: 3 clusters Score -214057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -214061.265625 Penalty: 2679.152344
	Iteration 21Q: 3 clusters Score -214061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -214066.156250 Penalty: 2679.152344
	Iteration 22Q: 3 clusters Score -214066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -214073.812500 Penalty: 2679.152344
	Iteration 23Q: 3 clusters Score -214073.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -214082.218750 Penalty: 2679.152344
	Iteration 24Q: 3 clusters Score -214082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -214087.171875 Penalty: 2679.152344
	Iteration 25Q: 3 clusters Score -214087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -214091.328125 Penalty: 2679.152344
	Iteration 26Q: 3 clusters Score -214091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -214093.625000 Penalty: 2679.152344
	Iteration 27Q: 3 clusters Score -214093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -214095.468750 Penalty: 2679.152344
	Iteration 28Q: 3 clusters Score -214095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -214095.906250 Penalty: 2679.152344
	Iteration 29Q: 3 clusters Score -214095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -214096.171875 Penalty: 2679.152344
	Iteration 30Q: 3 clusters Score -214096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -214096.171875 Penalty: 2679.152344
	Iteration 31F: 3 clusters Score -214096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -67416.429688 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -67416.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65842.101562 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -65842.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66162.804688 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -66162.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -66279.960938 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -66279.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66371.734375 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -66371.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -66456.867188 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -66456.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66525.398438 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -66525.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66577.718750 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -66577.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66629.585938 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -66629.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66692.187500 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -66692.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66760.507812 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -66760.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -66910.500000 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -66910.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67107.570312 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -67107.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -67190.195312 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -67190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67244.101562 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -67244.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -67289.578125 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -67289.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67290.507812 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -67290.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67290.507812 Penalty: 2302.645996
	Iteration 16F: 3 clusters Score -67290.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (95658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Entering Unmasked Estep 
Score: -5754205.000000 Penalty: 1863.636841
	Iteration 0F: 2 clusters Score -5754205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -5689999.000000 Penalty: 3727.273682
	Iteration 0F: 3 clusters Score -5689999 nChanged 45817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5716792.500000 Penalty: 3727.273682
	Iteration 1F: 3 clusters Score -5716792 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5717817.500000 Penalty: 3727.273682
	Iteration 2Q: 3 clusters Score -5717818 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5719314.500000 Penalty: 3727.273682
	Iteration 3Q: 3 clusters Score -5719314 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5721777.000000 Penalty: 3727.273682
	Iteration 4F: 3 clusters Score -5721777 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -5725813.500000 Penalty: 3727.273682
	Iteration 5F: 3 clusters Score -5725814 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5731854.000000 Penalty: 3727.273682
	Iteration 6F: 3 clusters Score -5731854 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5739499.500000 Penalty: 3727.273682
	Iteration 7F: 3 clusters Score -5739500 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -5748486.500000 Penalty: 3727.273682
	Iteration 8F: 3 clusters Score -5748486 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5756987.000000 Penalty: 3727.273682
	Iteration 9Q: 3 clusters Score -5756987 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5759324.000000 Penalty: 3727.273682
	Iteration 10Q: 3 clusters Score -5759324 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -5760371.000000 Penalty: 3727.273682
	Iteration 11Q: 3 clusters Score -5760371 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -5761221.000000 Penalty: 3727.273682
	Iteration 12Q: 3 clusters Score -5761221 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5762024.500000 Penalty: 3727.273682
	Iteration 13Q: 3 clusters Score -5762024 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5762711.000000 Penalty: 3727.273682
	Iteration 14Q: 3 clusters Score -5762711 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5763263.500000 Penalty: 3727.273682
	Iteration 15Q: 3 clusters Score -5763264 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5763696.500000 Penalty: 3727.273682
	Iteration 16Q: 3 clusters Score -5763696 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5764076.500000 Penalty: 3727.273682
	Iteration 17Q: 3 clusters Score -5764076 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5764392.000000 Penalty: 3727.273682
	Iteration 18Q: 3 clusters Score -5764392 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5764653.000000 Penalty: 3727.273682
	Iteration 19Q: 3 clusters Score -5764653 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -5764900.500000 Penalty: 3727.273682
	Iteration 20F: 3 clusters Score -5764900 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5765090.000000 Penalty: 3727.273682
	Iteration 21Q: 3 clusters Score -5765090 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -5765226.500000 Penalty: 3727.273682
	Iteration 22Q: 3 clusters Score -5765226 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -5765354.000000 Penalty: 3727.273682
	Iteration 23Q: 3 clusters Score -5765354 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5765480.000000 Penalty: 3727.273682
	Iteration 24Q: 3 clusters Score -5765480 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5765568.500000 Penalty: 3727.273682
	Iteration 25Q: 3 clusters Score -5765568 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5765633.000000 Penalty: 3727.273682
	Iteration 26Q: 3 clusters Score -5765633 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5765692.000000 Penalty: 3727.273682
	Iteration 27Q: 3 clusters Score -5765692 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5765712.500000 Penalty: 3727.273682
	Iteration 28Q: 3 clusters Score -5765712 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -5765773.000000 Penalty: 3727.273682
	Iteration 29Q: 3 clusters Score -5765773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5765798.500000 Penalty: 3727.273682
	Iteration 30Q: 3 clusters Score -5765798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5765789.500000 Penalty: 3727.273682
	Iteration 31Q: 3 clusters Score -5765790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5765793.500000 Penalty: 3727.273682
	Iteration 32Q: 3 clusters Score -5765794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -5765803.500000 Penalty: 3727.273682
	Iteration 33Q: 3 clusters Score -5765804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5765809.500000 Penalty: 3727.273682
	Iteration 34Q: 3 clusters Score -5765810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5765810.000000 Penalty: 3727.273682
	Iteration 35Q: 3 clusters Score -5765810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -5765811.000000 Penalty: 3727.273682
	Iteration 36Q: 3 clusters Score -5765811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -5765830.000000 Penalty: 3727.273682
	Iteration 37Q: 3 clusters Score -5765830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -5765829.000000 Penalty: 3727.273682
	Iteration 38Q: 3 clusters Score -5765829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5765833.500000 Penalty: 3727.273682
	Iteration 39Q: 3 clusters Score -5765834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5765829.500000 Penalty: 3727.273682
	Iteration 40F: 3 clusters Score -5765830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -5765827.500000 Penalty: 3727.273682
	Iteration 41Q: 3 clusters Score -5765828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5765828.000000 Penalty: 3727.273682
	Iteration 42Q: 3 clusters Score -5765828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5765833.500000 Penalty: 3727.273682
	Iteration 43Q: 3 clusters Score -5765834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5765835.000000 Penalty: 3727.273682
	Iteration 44Q: 3 clusters Score -5765835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -5765839.000000 Penalty: 3727.273682
	Iteration 45Q: 3 clusters Score -5765839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5765828.500000 Penalty: 3727.273682
	Iteration 46Q: 3 clusters Score -5765828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5765830.000000 Penalty: 3727.273682
	Iteration 47Q: 3 clusters Score -5765830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5765830.000000 Penalty: 3727.273682
	Iteration 48F: 3 clusters Score -5765830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55174 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 77295 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 23884 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 59865 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 2189 members 
Mstep: Class 41 contains 1751 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 35793 members 
Entering Unmasked Estep 
Score: -30930136.000000 Penalty: 94501.125000
Splitting cluster 37 changes total score from -30918756.000000 to -30930136.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 38 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -209602.625000 Penalty: 1326.871582
	Iteration 0F: 2 clusters Score -209602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -206595.609375 Penalty: 2653.743164
	Iteration 0F: 3 clusters Score -206595.6 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -207335.187500 Penalty: 2653.743164
	Iteration 1F: 3 clusters Score -207335.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -207457.609375 Penalty: 2653.743164
	Iteration 2F: 3 clusters Score -207457.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -207541.062500 Penalty: 2653.743164
	Iteration 3Q: 3 clusters Score -207541.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -207614.531250 Penalty: 2653.743164
	Iteration 4Q: 3 clusters Score -207614.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -207686.109375 Penalty: 2653.743164
	Iteration 5Q: 3 clusters Score -207686.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -207783.187500 Penalty: 2653.743164
	Iteration 6Q: 3 clusters Score -207783.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -207905.390625 Penalty: 2653.743164
	Iteration 7Q: 3 clusters Score -207905.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -208091.828125 Penalty: 2653.743164
	Iteration 8Q: 3 clusters Score -208091.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -208268.453125 Penalty: 2653.743164
	Iteration 9F: 3 clusters Score -208268.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -208412.453125 Penalty: 2653.743164
	Iteration 10Q: 3 clusters Score -208412.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -208529.640625 Penalty: 2653.743164
	Iteration 11Q: 3 clusters Score -208529.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -208643.671875 Penalty: 2653.743164
	Iteration 12Q: 3 clusters Score -208643.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -208737.765625 Penalty: 2653.743164
	Iteration 13Q: 3 clusters Score -208737.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -208800.187500 Penalty: 2653.743164
	Iteration 14Q: 3 clusters Score -208800.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -208870.515625 Penalty: 2653.743164
	Iteration 15Q: 3 clusters Score -208870.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -208929.046875 Penalty: 2653.743164
	Iteration 16Q: 3 clusters Score -208929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -208978.781250 Penalty: 2653.743164
	Iteration 17Q: 3 clusters Score -208978.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -209016.718750 Penalty: 2653.743164
	Iteration 18Q: 3 clusters Score -209016.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -209037.687500 Penalty: 2653.743164
	Iteration 19Q: 3 clusters Score -209037.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -209056.015625 Penalty: 2653.743164
	Iteration 20F: 3 clusters Score -209056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -209072.984375 Penalty: 2653.743164
	Iteration 21Q: 3 clusters Score -209073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -209083.875000 Penalty: 2653.743164
	Iteration 22Q: 3 clusters Score -209083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -209086.421875 Penalty: 2653.743164
	Iteration 23Q: 3 clusters Score -209086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -209090.078125 Penalty: 2653.743164
	Iteration 24Q: 3 clusters Score -209090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -209094.781250 Penalty: 2653.743164
	Iteration 25Q: 3 clusters Score -209094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -209099.203125 Penalty: 2653.743164
	Iteration 26Q: 3 clusters Score -209099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -209102.687500 Penalty: 2653.743164
	Iteration 27Q: 3 clusters Score -209102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -209106.125000 Penalty: 2653.743164
	Iteration 28Q: 3 clusters Score -209106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -209107.125000 Penalty: 2653.743164
	Iteration 29Q: 3 clusters Score -209107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -209107.125000 Penalty: 2653.743164
	Iteration 30F: 3 clusters Score -209107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -107602.656250 Penalty: 1223.964355
	Iteration 0F: 2 clusters Score -107602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -105602.484375 Penalty: 2447.928711
	Iteration 0F: 3 clusters Score -105602.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -106030.859375 Penalty: 2447.928711
	Iteration 1F: 3 clusters Score -106030.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -106128.460938 Penalty: 2447.928711
	Iteration 2F: 3 clusters Score -106128.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106164.898438 Penalty: 2447.928711
	Iteration 3Q: 3 clusters Score -106164.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -106182.062500 Penalty: 2447.928711
	Iteration 4Q: 3 clusters Score -106182.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106193.414062 Penalty: 2447.928711
	Iteration 5Q: 3 clusters Score -106193.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -106210.078125 Penalty: 2447.928711
	Iteration 6Q: 3 clusters Score -106210.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -106223.796875 Penalty: 2447.928711
	Iteration 7Q: 3 clusters Score -106223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -106234.476562 Penalty: 2447.928711
	Iteration 8Q: 3 clusters Score -106234.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -106247.039062 Penalty: 2447.928711
	Iteration 9Q: 3 clusters Score -106247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -106259.226562 Penalty: 2447.928711
	Iteration 10Q: 3 clusters Score -106259.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -106273.437500 Penalty: 2447.928711
	Iteration 11Q: 3 clusters Score -106273.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -106288.117188 Penalty: 2447.928711
	Iteration 12Q: 3 clusters Score -106288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -106307.921875 Penalty: 2447.928711
	Iteration 13Q: 3 clusters Score -106307.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106330.445312 Penalty: 2447.928711
	Iteration 14Q: 3 clusters Score -106330.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -106351.476562 Penalty: 2447.928711
	Iteration 15Q: 3 clusters Score -106351.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -106371.523438 Penalty: 2447.928711
	Iteration 16Q: 3 clusters Score -106371.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106395.070312 Penalty: 2447.928711
	Iteration 17Q: 3 clusters Score -106395.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106406.937500 Penalty: 2447.928711
	Iteration 18Q: 3 clusters Score -106406.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106419.320312 Penalty: 2447.928711
	Iteration 19Q: 3 clusters Score -106419.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106430.164062 Penalty: 2447.928711
	Iteration 20F: 3 clusters Score -106430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106436.781250 Penalty: 2447.928711
	Iteration 21Q: 3 clusters Score -106436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106443.734375 Penalty: 2447.928711
	Iteration 22Q: 3 clusters Score -106443.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106449.750000 Penalty: 2447.928711
	Iteration 23Q: 3 clusters Score -106449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106459.523438 Penalty: 2447.928711
	Iteration 24Q: 3 clusters Score -106459.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106470.007812 Penalty: 2447.928711
	Iteration 25Q: 3 clusters Score -106470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106485.757812 Penalty: 2447.928711
	Iteration 26Q: 3 clusters Score -106485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106499.632812 Penalty: 2447.928711
	Iteration 27Q: 3 clusters Score -106499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106506.546875 Penalty: 2447.928711
	Iteration 28Q: 3 clusters Score -106506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -106514.828125 Penalty: 2447.928711
	Iteration 29Q: 3 clusters Score -106514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106519.500000 Penalty: 2447.928711
	Iteration 30Q: 3 clusters Score -106519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106524.781250 Penalty: 2447.928711
	Iteration 31Q: 3 clusters Score -106524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106533.695312 Penalty: 2447.928711
	Iteration 32Q: 3 clusters Score -106533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106547.617188 Penalty: 2447.928711
	Iteration 33Q: 3 clusters Score -106547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106559.453125 Penalty: 2447.928711
	Iteration 34Q: 3 clusters Score -106559.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106577.968750 Penalty: 2447.928711
	Iteration 35Q: 3 clusters Score -106578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106601.367188 Penalty: 2447.928711
	Iteration 36Q: 3 clusters Score -106601.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106628.601562 Penalty: 2447.928711
	Iteration 37Q: 3 clusters Score -106628.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106651.695312 Penalty: 2447.928711
	Iteration 38Q: 3 clusters Score -106651.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106680.765625 Penalty: 2447.928711
	Iteration 39Q: 3 clusters Score -106680.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106729.546875 Penalty: 2447.928711
	Iteration 40F: 3 clusters Score -106729.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106783.335938 Penalty: 2447.928711
	Iteration 41Q: 3 clusters Score -106783.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106843.031250 Penalty: 2447.928711
	Iteration 42Q: 3 clusters Score -106843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106880.335938 Penalty: 2447.928711
	Iteration 43Q: 3 clusters Score -106880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106907.859375 Penalty: 2447.928711
	Iteration 44Q: 3 clusters Score -106907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106922.289062 Penalty: 2447.928711
	Iteration 45Q: 3 clusters Score -106922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106932.343750 Penalty: 2447.928711
	Iteration 46Q: 3 clusters Score -106932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106936.593750 Penalty: 2447.928711
	Iteration 47Q: 3 clusters Score -106936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106941.046875 Penalty: 2447.928711
	Iteration 48Q: 3 clusters Score -106941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106944.164062 Penalty: 2447.928711
	Iteration 49Q: 3 clusters Score -106944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106949.117188 Penalty: 2447.928711
	Iteration 50Q: 3 clusters Score -106949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106952.921875 Penalty: 2447.928711
	Iteration 51Q: 3 clusters Score -106952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106953.296875 Penalty: 2447.928711
	Iteration 52Q: 3 clusters Score -106953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106953.664062 Penalty: 2447.928711
	Iteration 53Q: 3 clusters Score -106953.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106953.664062 Penalty: 2447.928711
	Iteration 54F: 3 clusters Score -106953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -119532.656250 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -119532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -117333.539062 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -117333.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -117868.289062 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -117868.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -118050.250000 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -118050.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -118202.460938 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -118202.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -118331.718750 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -118331.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -118433.914062 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -118433.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -118560.453125 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -118560.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -118705.218750 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -118705.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -118805.601562 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -118805.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -118895.601562 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -118895.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -119055.328125 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -119055.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -119285.992188 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -119286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -119527.320312 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -119527.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -119641.429688 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -119641.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -119698.187500 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -119698.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -119726.632812 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -119726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119746.578125 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -119746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119765.640625 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -119765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -119774.015625 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -119774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119777.601562 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -119777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119779.367188 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -119779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -119780.359375 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -119780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119780.734375 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -119780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119780.734375 Penalty: 2499.640137
	Iteration 23F: 3 clusters Score -119780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55174 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 77295 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 23884 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 59865 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 1165 members 
Mstep: Class 41 contains 1751 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 35793 members 
Mstep: Class 45 contains 1024 members 
Entering Unmasked Estep 
Score: -30929502.000000 Penalty: 96648.882812
Splitting cluster 40 changes total score from -30918756.000000 to -30929502.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 41 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -103089.195312 Penalty: 1213.540649
	Iteration 0F: 2 clusters Score -103089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -101142.851562 Penalty: 2427.081299
	Iteration 0F: 3 clusters Score -101142.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -101539.148438 Penalty: 2427.081299
	Iteration 1F: 3 clusters Score -101539.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -101681.304688 Penalty: 2427.081299
	Iteration 2F: 3 clusters Score -101681.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -101747.210938 Penalty: 2427.081299
	Iteration 3F: 3 clusters Score -101747.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -101787.351562 Penalty: 2427.081299
	Iteration 4Q: 3 clusters Score -101787.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -101814.179688 Penalty: 2427.081299
	Iteration 5Q: 3 clusters Score -101814.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -101831.289062 Penalty: 2427.081299
	Iteration 6Q: 3 clusters Score -101831.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -101842.515625 Penalty: 2427.081299
	Iteration 7Q: 3 clusters Score -101842.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -101851.578125 Penalty: 2427.081299
	Iteration 8Q: 3 clusters Score -101851.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -101859.734375 Penalty: 2427.081299
	Iteration 9Q: 3 clusters Score -101859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101862.804688 Penalty: 2427.081299
	Iteration 10Q: 3 clusters Score -101862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -101865.062500 Penalty: 2427.081299
	Iteration 11Q: 3 clusters Score -101865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -101866.164062 Penalty: 2427.081299
	Iteration 12Q: 3 clusters Score -101866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -101867.125000 Penalty: 2427.081299
	Iteration 13Q: 3 clusters Score -101867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101870.460938 Penalty: 2427.081299
	Iteration 14Q: 3 clusters Score -101870.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -101873.648438 Penalty: 2427.081299
	Iteration 15Q: 3 clusters Score -101873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101875.898438 Penalty: 2427.081299
	Iteration 16Q: 3 clusters Score -101875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -101877.875000 Penalty: 2427.081299
	Iteration 17Q: 3 clusters Score -101877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -101879.031250 Penalty: 2427.081299
	Iteration 18Q: 3 clusters Score -101879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -101879.625000 Penalty: 2427.081299
	Iteration 19Q: 3 clusters Score -101879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -101880.210938 Penalty: 2427.081299
	Iteration 20F: 3 clusters Score -101880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101880.687500 Penalty: 2427.081299
	Iteration 21Q: 3 clusters Score -101880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101880.687500 Penalty: 2427.081299
	Iteration 22F: 3 clusters Score -101880.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -117415.906250 Penalty: 1238.762451
	Iteration 0F: 2 clusters Score -117415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115289.648438 Penalty: 2477.524902
	Iteration 0F: 3 clusters Score -115289.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -115749.398438 Penalty: 2477.524902
	Iteration 1F: 3 clusters Score -115749.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -115891.445312 Penalty: 2477.524902
	Iteration 2F: 3 clusters Score -115891.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -115975.593750 Penalty: 2477.524902
	Iteration 3F: 3 clusters Score -115975.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -116036.703125 Penalty: 2477.524902
	Iteration 4Q: 3 clusters Score -116036.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -116085.257812 Penalty: 2477.524902
	Iteration 5Q: 3 clusters Score -116085.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -116110.765625 Penalty: 2477.524902
	Iteration 6Q: 3 clusters Score -116110.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -116135.304688 Penalty: 2477.524902
	Iteration 7Q: 3 clusters Score -116135.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -116156.179688 Penalty: 2477.524902
	Iteration 8Q: 3 clusters Score -116156.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -116169.445312 Penalty: 2477.524902
	Iteration 9Q: 3 clusters Score -116169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -116178.320312 Penalty: 2477.524902
	Iteration 10Q: 3 clusters Score -116178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -116186.375000 Penalty: 2477.524902
	Iteration 11Q: 3 clusters Score -116186.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -116196.468750 Penalty: 2477.524902
	Iteration 12Q: 3 clusters Score -116196.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -116208.875000 Penalty: 2477.524902
	Iteration 13Q: 3 clusters Score -116208.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -116215.312500 Penalty: 2477.524902
	Iteration 14Q: 3 clusters Score -116215.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -116219.710938 Penalty: 2477.524902
	Iteration 15Q: 3 clusters Score -116219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -116222.734375 Penalty: 2477.524902
	Iteration 16Q: 3 clusters Score -116222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -116225.078125 Penalty: 2477.524902
	Iteration 17Q: 3 clusters Score -116225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -116227.546875 Penalty: 2477.524902
	Iteration 18Q: 3 clusters Score -116227.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -116228.859375 Penalty: 2477.524902
	Iteration 19Q: 3 clusters Score -116228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -116230.398438 Penalty: 2477.524902
	Iteration 20F: 3 clusters Score -116230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -116232.703125 Penalty: 2477.524902
	Iteration 21Q: 3 clusters Score -116232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -116233.781250 Penalty: 2477.524902
	Iteration 22Q: 3 clusters Score -116233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -116235.406250 Penalty: 2477.524902
	Iteration 23Q: 3 clusters Score -116235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -116238.304688 Penalty: 2477.524902
	Iteration 24Q: 3 clusters Score -116238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -116241.476562 Penalty: 2477.524902
	Iteration 25Q: 3 clusters Score -116241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -116244.898438 Penalty: 2477.524902
	Iteration 26Q: 3 clusters Score -116244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -116248.898438 Penalty: 2477.524902
	Iteration 27Q: 3 clusters Score -116248.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -116255.414062 Penalty: 2477.524902
	Iteration 28Q: 3 clusters Score -116255.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -116270.109375 Penalty: 2477.524902
	Iteration 29Q: 3 clusters Score -116270.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -116292.828125 Penalty: 2477.524902
	Iteration 30Q: 3 clusters Score -116292.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -116315.656250 Penalty: 2477.524902
	Iteration 31Q: 3 clusters Score -116315.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -116329.156250 Penalty: 2477.524902
	Iteration 32Q: 3 clusters Score -116329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -116342.421875 Penalty: 2477.524902
	Iteration 33Q: 3 clusters Score -116342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -116356.804688 Penalty: 2477.524902
	Iteration 34Q: 3 clusters Score -116356.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -116368.328125 Penalty: 2477.524902
	Iteration 35Q: 3 clusters Score -116368.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -116384.398438 Penalty: 2477.524902
	Iteration 36Q: 3 clusters Score -116384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -116402.867188 Penalty: 2477.524902
	Iteration 37Q: 3 clusters Score -116402.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -116417.328125 Penalty: 2477.524902
	Iteration 38Q: 3 clusters Score -116417.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -116431.507812 Penalty: 2477.524902
	Iteration 39Q: 3 clusters Score -116431.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -116448.585938 Penalty: 2477.524902
	Iteration 40F: 3 clusters Score -116448.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -116458.671875 Penalty: 2477.524902
	Iteration 41Q: 3 clusters Score -116458.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -116470.781250 Penalty: 2477.524902
	Iteration 42Q: 3 clusters Score -116470.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -116482.382812 Penalty: 2477.524902
	Iteration 43Q: 3 clusters Score -116482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -116489.781250 Penalty: 2477.524902
	Iteration 44Q: 3 clusters Score -116489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -116495.828125 Penalty: 2477.524902
	Iteration 45Q: 3 clusters Score -116495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -116499.601562 Penalty: 2477.524902
	Iteration 46Q: 3 clusters Score -116499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -116502.875000 Penalty: 2477.524902
	Iteration 47Q: 3 clusters Score -116502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -116505.695312 Penalty: 2477.524902
	Iteration 48Q: 3 clusters Score -116505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -116508.062500 Penalty: 2477.524902
	Iteration 49Q: 3 clusters Score -116508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -116509.578125 Penalty: 2477.524902
	Iteration 50Q: 3 clusters Score -116509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -116510.945312 Penalty: 2477.524902
	Iteration 51Q: 3 clusters Score -116510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -116513.593750 Penalty: 2477.524902
	Iteration 52Q: 3 clusters Score -116513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -116514.914062 Penalty: 2477.524902
	Iteration 53Q: 3 clusters Score -116514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -116515.398438 Penalty: 2477.524902
	Iteration 54Q: 3 clusters Score -116515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -116515.664062 Penalty: 2477.524902
	Iteration 55Q: 3 clusters Score -116515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -116515.664062 Penalty: 2477.524902
	Iteration 56F: 3 clusters Score -116515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -94538.007812 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -94538.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92667.601562 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -92667.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -93091.203125 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -93091.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93184.164062 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -93184.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -93220.968750 Penalty: 2414.594238
	Iteration 3Q: 3 clusters Score -93220.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93248.539062 Penalty: 2414.594238
	Iteration 4Q: 3 clusters Score -93248.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -93264.601562 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -93264.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93277.257812 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -93277.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -93287.960938 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -93287.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -93294.671875 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -93294.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -93301.859375 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -93301.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -93309.062500 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -93309.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93318.578125 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -93318.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93323.765625 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -93323.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93327.906250 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -93327.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93332.679688 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -93332.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -93336.328125 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -93336.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93337.265625 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -93337.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93337.625000 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -93337.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -93338.570312 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -93338.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -93340.375000 Penalty: 2414.594238
	Iteration 19Q: 3 clusters Score -93340.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93342.710938 Penalty: 2414.594238
	Iteration 20F: 3 clusters Score -93342.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -93345.000000 Penalty: 2414.594238
	Iteration 21Q: 3 clusters Score -93345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -93346.789062 Penalty: 2414.594238
	Iteration 22Q: 3 clusters Score -93346.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -93347.117188 Penalty: 2414.594238
	Iteration 23Q: 3 clusters Score -93347.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93347.929688 Penalty: 2414.594238
	Iteration 24Q: 3 clusters Score -93347.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93348.148438 Penalty: 2414.594238
	Iteration 25Q: 3 clusters Score -93348.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93348.148438 Penalty: 2414.594238
	Iteration 26F: 3 clusters Score -93348.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55174 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6486 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16255 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4422 members 
Mstep: Class 28 contains 6411 members 
Mstep: Class 29 contains 77295 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 23884 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 59865 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 1165 members 
Mstep: Class 41 contains 1751 members 
Mstep: Class 42 contains 2045 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30932926.000000 Penalty: 96648.882812
Iteration 159Q: 46 clusters Score -3.093293e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55409 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 31557 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6359 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4441 members 
Mstep: Class 28 contains 5976 members 
Mstep: Class 29 contains 77309 members 
Mstep: Class 30 contains 21061 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 2496 members 
Mstep: Class 33 contains 26914 members 
Mstep: Class 34 contains 23646 members 
Mstep: Class 35 contains 3803 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 60491 members 
Mstep: Class 38 contains 3513 members 
Mstep: Class 39 contains 1870 members 
Mstep: Class 40 contains 1165 members 
Mstep: Class 41 contains 1754 members 
Mstep: Class 42 contains 2043 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 33889 members 
Mstep: Class 45 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30935602.000000 Penalty: 96648.882812
Iteration 160F: 46 clusters Score -3.09356e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55479 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 31626 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 670 members 
Mstep: Class 17 contains 16381 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 9558 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4447 members 
Mstep: Class 28 contains 5692 members 
Mstep: Class 29 contains 77288 members 
Mstep: Class 30 contains 21328 members 
Mstep: Class 31 contains 5376 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 27094 members 
Mstep: Class 34 contains 23460 members 
Mstep: Class 35 contains 3801 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 60873 members 
Mstep: Class 38 contains 3487 members 
Mstep: Class 39 contains 1850 members 
Mstep: Class 40 contains 1169 members 
Mstep: Class 41 contains 1754 members 
Mstep: Class 42 contains 2049 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 33744 members 
Mstep: Class 45 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937056.000000 Penalty: 96648.882812
Iteration 161Q: 46 clusters Score -3.093706e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 55523 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 31861 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 16416 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6322 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 5466 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 21494 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 27188 members 
Mstep: Class 34 contains 23275 members 
Mstep: Class 35 contains 3791 members 
Mstep: Class 36 contains 1188 members 
Mstep: Class 37 contains 61147 members 
Mstep: Class 38 contains 3468 members 
Mstep: Class 39 contains 1845 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 1756 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 1685 members 
Mstep: Class 44 contains 33538 members 
Mstep: Class 45 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30937938.000000 Penalty: 96648.882812
Iteration 162Q: 46 clusters Score -3.093794e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 55551 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 32169 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 6478 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16436 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 9528 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6306 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 5310 members 
Mstep: Class 29 contains 77250 members 
Mstep: Class 30 contains 21603 members 
Mstep: Class 31 contains 5375 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 27252 members 
Mstep: Class 34 contains 23090 members 
Mstep: Class 35 contains 3778 members 
Mstep: Class 36 contains 1189 members 
Mstep: Class 37 contains 61370 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 1842 members 
Mstep: Class 40 contains 1173 members 
Mstep: Class 41 contains 1758 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 1686 members 
Mstep: Class 44 contains 33295 members 
Mstep: Class 45 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938242.000000 Penalty: 96648.882812
Iteration 163Q: 46 clusters Score -3.093824e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 55579 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 32431 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 6475 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6300 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4455 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 77237 members 
Mstep: Class 30 contains 21689 members 
Mstep: Class 31 contains 5375 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 27287 members 
Mstep: Class 34 contains 22904 members 
Mstep: Class 35 contains 3771 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 61563 members 
Mstep: Class 38 contains 3410 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 2057 members 
Mstep: Class 43 contains 1686 members 
Mstep: Class 44 contains 33108 members 
Mstep: Class 45 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938682.000000 Penalty: 96648.882812
Iteration 164Q: 46 clusters Score -3.093868e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 55603 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 32711 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16446 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 20 contains 9488 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6291 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4460 members 
Mstep: Class 28 contains 5120 members 
Mstep: Class 29 contains 77221 members 
Mstep: Class 30 contains 21720 members 
Mstep: Class 31 contains 5376 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 27295 members 
Mstep: Class 34 contains 22762 members 
Mstep: Class 35 contains 3770 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 61730 members 
Mstep: Class 38 contains 3393 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1180 members 
Mstep: Class 41 contains 1763 members 
Mstep: Class 42 contains 2057 members 
Mstep: Class 43 contains 1686 members 
Mstep: Class 44 contains 32941 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938718.000000 Penalty: 96648.882812
Iteration 165Q: 46 clusters Score -3.093872e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 55617 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 32960 members 
Mstep: Class 13 contains 80961 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16471 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 9465 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6283 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 5063 members 
Mstep: Class 29 contains 77206 members 
Mstep: Class 30 contains 21733 members 
Mstep: Class 31 contains 5376 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 27291 members 
Mstep: Class 34 contains 22623 members 
Mstep: Class 35 contains 3768 members 
Mstep: Class 36 contains 1188 members 
Mstep: Class 37 contains 61882 members 
Mstep: Class 38 contains 3384 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1181 members 
Mstep: Class 41 contains 1764 members 
Mstep: Class 42 contains 2055 members 
Mstep: Class 43 contains 1686 members 
Mstep: Class 44 contains 32793 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938754.000000 Penalty: 96648.882812
Iteration 166Q: 46 clusters Score -3.093875e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 55632 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 33182 members 
Mstep: Class 13 contains 80961 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16474 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 9449 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5062 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6280 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4467 members 
Mstep: Class 28 contains 5015 members 
Mstep: Class 29 contains 77199 members 
Mstep: Class 30 contains 21751 members 
Mstep: Class 31 contains 5375 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 27274 members 
Mstep: Class 34 contains 22502 members 
Mstep: Class 35 contains 3766 members 
Mstep: Class 36 contains 1190 members 
Mstep: Class 37 contains 62013 members 
Mstep: Class 38 contains 3371 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1181 members 
Mstep: Class 41 contains 1765 members 
Mstep: Class 42 contains 2055 members 
Mstep: Class 43 contains 1686 members 
Mstep: Class 44 contains 32675 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938794.000000 Penalty: 96648.882812
Iteration 167Q: 46 clusters Score -3.093879e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 55640 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 33409 members 
Mstep: Class 13 contains 80962 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 16476 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 20 contains 9442 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5035 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6270 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4474 members 
Mstep: Class 28 contains 4946 members 
Mstep: Class 29 contains 77191 members 
Mstep: Class 30 contains 21751 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 27257 members 
Mstep: Class 34 contains 22385 members 
Mstep: Class 35 contains 3763 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62165 members 
Mstep: Class 38 contains 3359 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 1765 members 
Mstep: Class 42 contains 2057 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 32535 members 
Mstep: Class 45 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938824.000000 Penalty: 96648.882812
Iteration 168Q: 46 clusters Score -3.093882e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 55636 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 33619 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16475 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9437 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5008 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6261 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4482 members 
Mstep: Class 28 contains 4872 members 
Mstep: Class 29 contains 77190 members 
Mstep: Class 30 contains 21756 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 27251 members 
Mstep: Class 34 contains 22263 members 
Mstep: Class 35 contains 3761 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62322 members 
Mstep: Class 38 contains 3352 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 1765 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 32412 members 
Mstep: Class 45 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938882.000000 Penalty: 96648.882812
Iteration 169Q: 46 clusters Score -3.093888e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 55632 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 33802 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16474 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9432 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4985 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 77184 members 
Mstep: Class 30 contains 21774 members 
Mstep: Class 31 contains 5370 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 27247 members 
Mstep: Class 34 contains 22159 members 
Mstep: Class 35 contains 3757 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62449 members 
Mstep: Class 38 contains 3345 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 1767 members 
Mstep: Class 42 contains 2062 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 32300 members 
Mstep: Class 45 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938964.000000 Penalty: 96648.882812
Iteration 170Q: 46 clusters Score -3.093896e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 55623 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 33955 members 
Mstep: Class 13 contains 80962 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 6469 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9422 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4972 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 4742 members 
Mstep: Class 29 contains 77182 members 
Mstep: Class 30 contains 21791 members 
Mstep: Class 31 contains 5367 members 
Mstep: Class 32 contains 2485 members 
Mstep: Class 33 contains 27239 members 
Mstep: Class 34 contains 22087 members 
Mstep: Class 35 contains 3754 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62557 members 
Mstep: Class 38 contains 3337 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 1768 members 
Mstep: Class 42 contains 2064 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 32220 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938902.000000 Penalty: 96648.882812
Iteration 171Q: 46 clusters Score -3.09389e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 55623 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 34093 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9417 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6248 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4490 members 
Mstep: Class 28 contains 4689 members 
Mstep: Class 29 contains 77177 members 
Mstep: Class 30 contains 21798 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 2488 members 
Mstep: Class 33 contains 27220 members 
Mstep: Class 34 contains 22014 members 
Mstep: Class 35 contains 3750 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62672 members 
Mstep: Class 38 contains 3336 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 1769 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 32137 members 
Mstep: Class 45 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938980.000000 Penalty: 96648.882812
Iteration 172Q: 46 clusters Score -3.093898e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 55620 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 34227 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 4860 members 
Mstep: Class 15 contains 6465 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9413 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4941 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6234 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4496 members 
Mstep: Class 28 contains 4657 members 
Mstep: Class 29 contains 77174 members 
Mstep: Class 30 contains 21803 members 
Mstep: Class 31 contains 5365 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27210 members 
Mstep: Class 34 contains 21953 members 
Mstep: Class 35 contains 3746 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62748 members 
Mstep: Class 38 contains 3334 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1185 members 
Mstep: Class 41 contains 1770 members 
Mstep: Class 42 contains 2071 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 32053 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939016.000000 Penalty: 96648.882812
Iteration 173Q: 46 clusters Score -3.093902e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55606 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 34357 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 6460 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 16471 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4930 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6229 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4500 members 
Mstep: Class 28 contains 4626 members 
Mstep: Class 29 contains 77178 members 
Mstep: Class 30 contains 21803 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27184 members 
Mstep: Class 34 contains 21895 members 
Mstep: Class 35 contains 3742 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62821 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1771 members 
Mstep: Class 42 contains 2073 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31970 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30938994.000000 Penalty: 96648.882812
Iteration 174Q: 46 clusters Score -3.093899e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 55602 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 34461 members 
Mstep: Class 13 contains 80965 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 6458 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4921 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4501 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 77180 members 
Mstep: Class 30 contains 21799 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2491 members 
Mstep: Class 33 contains 27175 members 
Mstep: Class 34 contains 21842 members 
Mstep: Class 35 contains 3741 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62886 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1774 members 
Mstep: Class 42 contains 2075 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31892 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939010.000000 Penalty: 96648.882812
Iteration 175Q: 46 clusters Score -3.093901e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 55604 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 34560 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 6455 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 16461 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6225 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4503 members 
Mstep: Class 28 contains 4585 members 
Mstep: Class 29 contains 77186 members 
Mstep: Class 30 contains 21801 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27169 members 
Mstep: Class 34 contains 21798 members 
Mstep: Class 35 contains 3738 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62922 members 
Mstep: Class 38 contains 3332 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1775 members 
Mstep: Class 42 contains 2077 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31838 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939080.000000 Penalty: 96648.882812
Iteration 176Q: 46 clusters Score -3.093908e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55615 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 34638 members 
Mstep: Class 13 contains 80964 members 
Mstep: Class 14 contains 4860 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 17 contains 16455 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4503 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 77191 members 
Mstep: Class 30 contains 21794 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27159 members 
Mstep: Class 34 contains 21774 members 
Mstep: Class 35 contains 3735 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 62948 members 
Mstep: Class 38 contains 3332 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1777 members 
Mstep: Class 42 contains 2079 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31788 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939086.000000 Penalty: 96648.882812
Iteration 177Q: 46 clusters Score -3.093909e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55619 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3453 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34707 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4916 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4507 members 
Mstep: Class 28 contains 4556 members 
Mstep: Class 29 contains 77199 members 
Mstep: Class 30 contains 21786 members 
Mstep: Class 31 contains 5361 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27149 members 
Mstep: Class 34 contains 21735 members 
Mstep: Class 35 contains 3731 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 62984 members 
Mstep: Class 38 contains 3332 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1777 members 
Mstep: Class 42 contains 2080 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31753 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939146.000000 Penalty: 96648.882812
Iteration 178Q: 46 clusters Score -3.093915e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55624 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34761 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16452 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9413 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4915 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6215 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4513 members 
Mstep: Class 28 contains 4540 members 
Mstep: Class 29 contains 77201 members 
Mstep: Class 30 contains 21778 members 
Mstep: Class 31 contains 5361 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27146 members 
Mstep: Class 34 contains 21714 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 63011 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1777 members 
Mstep: Class 42 contains 2079 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31728 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939162.000000 Penalty: 96648.882812
Iteration 179Q: 46 clusters Score -3.093916e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55630 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34808 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9407 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4517 members 
Mstep: Class 28 contains 4523 members 
Mstep: Class 29 contains 77202 members 
Mstep: Class 30 contains 21774 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27147 members 
Mstep: Class 34 contains 21693 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 63033 members 
Mstep: Class 38 contains 3332 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1777 members 
Mstep: Class 42 contains 2079 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31700 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939162.000000 Penalty: 96648.882812
Iteration 180F: 46 clusters Score -3.093916e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55631 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34867 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9402 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6208 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4520 members 
Mstep: Class 28 contains 4504 members 
Mstep: Class 29 contains 77201 members 
Mstep: Class 30 contains 21765 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27148 members 
Mstep: Class 34 contains 21672 members 
Mstep: Class 35 contains 3727 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 63057 members 
Mstep: Class 38 contains 3332 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2079 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31658 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939140.000000 Penalty: 96648.882812
Iteration 181Q: 46 clusters Score -3.093914e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55633 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34922 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6206 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4523 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 77200 members 
Mstep: Class 30 contains 21756 members 
Mstep: Class 31 contains 5361 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27151 members 
Mstep: Class 34 contains 21645 members 
Mstep: Class 35 contains 3728 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 63088 members 
Mstep: Class 38 contains 3331 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2079 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31614 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939148.000000 Penalty: 96648.882812
Iteration 182Q: 46 clusters Score -3.093915e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55642 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34957 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6203 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4523 members 
Mstep: Class 28 contains 4477 members 
Mstep: Class 29 contains 77201 members 
Mstep: Class 30 contains 21755 members 
Mstep: Class 31 contains 5361 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27151 members 
Mstep: Class 34 contains 21623 members 
Mstep: Class 35 contains 3727 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63119 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2080 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31579 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939128.000000 Penalty: 96648.882812
Iteration 183Q: 46 clusters Score -3.093913e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55648 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34986 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16452 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9391 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 77203 members 
Mstep: Class 30 contains 21755 members 
Mstep: Class 31 contains 5361 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27153 members 
Mstep: Class 34 contains 21610 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63143 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31547 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939168.000000 Penalty: 96648.882812
Iteration 184Q: 46 clusters Score -3.093917e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55654 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35010 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16449 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9391 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4912 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 4452 members 
Mstep: Class 29 contains 77203 members 
Mstep: Class 30 contains 21753 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27151 members 
Mstep: Class 34 contains 21598 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63165 members 
Mstep: Class 38 contains 3325 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31519 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939194.000000 Penalty: 96648.882812
Iteration 185Q: 46 clusters Score -3.093919e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55663 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35035 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16446 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 77204 members 
Mstep: Class 30 contains 21750 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27154 members 
Mstep: Class 34 contains 21578 members 
Mstep: Class 35 contains 3727 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63192 members 
Mstep: Class 38 contains 3324 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31495 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939180.000000 Penalty: 96648.882812
Iteration 186Q: 46 clusters Score -3.093918e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55667 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16445 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6197 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 4434 members 
Mstep: Class 29 contains 77205 members 
Mstep: Class 30 contains 21746 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27159 members 
Mstep: Class 34 contains 21549 members 
Mstep: Class 35 contains 3727 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63225 members 
Mstep: Class 38 contains 3323 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31464 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939180.000000 Penalty: 96648.882812
Iteration 187Q: 46 clusters Score -3.093918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55668 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35089 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16446 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9387 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6197 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4427 members 
Mstep: Class 29 contains 77206 members 
Mstep: Class 30 contains 21746 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 27161 members 
Mstep: Class 34 contains 21536 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63236 members 
Mstep: Class 38 contains 3324 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31440 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939230.000000 Penalty: 96648.882812
Iteration 188Q: 46 clusters Score -3.093923e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55668 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35122 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16443 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6197 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4420 members 
Mstep: Class 29 contains 77207 members 
Mstep: Class 30 contains 21746 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21528 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63246 members 
Mstep: Class 38 contains 3324 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31415 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939246.000000 Penalty: 96648.882812
Iteration 189Q: 46 clusters Score -3.093925e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55668 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6451 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35146 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16441 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4912 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 77209 members 
Mstep: Class 30 contains 21738 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27162 members 
Mstep: Class 34 contains 21518 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63266 members 
Mstep: Class 38 contains 3323 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31397 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939296.000000 Penalty: 96648.882812
Iteration 190Q: 46 clusters Score -3.09393e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55670 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35173 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16441 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4912 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4398 members 
Mstep: Class 29 contains 77209 members 
Mstep: Class 30 contains 21738 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27161 members 
Mstep: Class 34 contains 21513 members 
Mstep: Class 35 contains 3724 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63283 members 
Mstep: Class 38 contains 3323 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31368 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939268.000000 Penalty: 96648.882812
Iteration 191Q: 46 clusters Score -3.093927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55671 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 35192 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9385 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4386 members 
Mstep: Class 29 contains 77211 members 
Mstep: Class 30 contains 21729 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27162 members 
Mstep: Class 34 contains 21508 members 
Mstep: Class 35 contains 3723 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63299 members 
Mstep: Class 38 contains 3325 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31350 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939290.000000 Penalty: 96648.882812
Iteration 192Q: 46 clusters Score -3.093929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55673 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35208 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4379 members 
Mstep: Class 29 contains 77213 members 
Mstep: Class 30 contains 21722 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27161 members 
Mstep: Class 34 contains 21502 members 
Mstep: Class 35 contains 3722 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63312 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31330 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939322.000000 Penalty: 96648.882812
Iteration 193Q: 46 clusters Score -3.093932e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35228 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 9387 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4909 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4375 members 
Mstep: Class 29 contains 77215 members 
Mstep: Class 30 contains 21720 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27161 members 
Mstep: Class 34 contains 21496 members 
Mstep: Class 35 contains 3721 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63323 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31312 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939382.000000 Penalty: 96648.882812
Iteration 194Q: 46 clusters Score -3.093938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35242 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4907 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 77219 members 
Mstep: Class 30 contains 21719 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27162 members 
Mstep: Class 34 contains 21489 members 
Mstep: Class 35 contains 3720 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63329 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2081 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31304 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939358.000000 Penalty: 96648.882812
Iteration 195Q: 46 clusters Score -3.093936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35248 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9385 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4905 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 77221 members 
Mstep: Class 30 contains 21717 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21485 members 
Mstep: Class 35 contains 3720 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63333 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2082 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31300 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939352.000000 Penalty: 96648.882812
Iteration 196Q: 46 clusters Score -3.093935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35263 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4371 members 
Mstep: Class 29 contains 77223 members 
Mstep: Class 30 contains 21717 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21478 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63337 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2082 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31291 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939358.000000 Penalty: 96648.882812
Iteration 197Q: 46 clusters Score -3.093936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35276 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 77224 members 
Mstep: Class 30 contains 21717 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21474 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63337 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2082 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31285 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939376.000000 Penalty: 96648.882812
Iteration 198Q: 46 clusters Score -3.093938e+07 nChanged 16
Entering ConstructFrom: 
Score: -30939376.000000 Penalty: 96648.882812
Entering ConstructFrom: 
Trying to split cluster 1 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -228219.500000 Penalty: 1340.385986
	Iteration 0F: 2 clusters Score -228219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -224969.375000 Penalty: 2680.771973
	Iteration 0F: 3 clusters Score -224969.4 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -226160.390625 Penalty: 2680.771973
	Iteration 1F: 3 clusters Score -226160.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -226662.843750 Penalty: 2680.771973
	Iteration 2F: 3 clusters Score -226662.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -227169.531250 Penalty: 2680.771973
	Iteration 3F: 3 clusters Score -227169.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -227543.000000 Penalty: 2680.771973
	Iteration 4F: 3 clusters Score -227543 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -227819.265625 Penalty: 2680.771973
	Iteration 5F: 3 clusters Score -227819.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227943.468750 Penalty: 2680.771973
	Iteration 6Q: 3 clusters Score -227943.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228021.765625 Penalty: 2680.771973
	Iteration 7Q: 3 clusters Score -228021.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228058.828125 Penalty: 2680.771973
	Iteration 8Q: 3 clusters Score -228058.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -228076.093750 Penalty: 2680.771973
	Iteration 9Q: 3 clusters Score -228076.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -228081.250000 Penalty: 2680.771973
	Iteration 10Q: 3 clusters Score -228081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -228084.140625 Penalty: 2680.771973
	Iteration 11Q: 3 clusters Score -228084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -228086.328125 Penalty: 2680.771973
	Iteration 12Q: 3 clusters Score -228086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -228090.625000 Penalty: 2680.771973
	Iteration 13Q: 3 clusters Score -228090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228094.671875 Penalty: 2680.771973
	Iteration 14Q: 3 clusters Score -228094.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -228098.703125 Penalty: 2680.771973
	Iteration 15Q: 3 clusters Score -228098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -228102.265625 Penalty: 2680.771973
	Iteration 16Q: 3 clusters Score -228102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228106.359375 Penalty: 2680.771973
	Iteration 17Q: 3 clusters Score -228106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -228109.000000 Penalty: 2680.771973
	Iteration 18Q: 3 clusters Score -228109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -228110.734375 Penalty: 2680.771973
	Iteration 19Q: 3 clusters Score -228110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -228111.296875 Penalty: 2680.771973
	Iteration 20F: 3 clusters Score -228111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -228111.781250 Penalty: 2680.771973
	Iteration 21Q: 3 clusters Score -228111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -228112.234375 Penalty: 2680.771973
	Iteration 22Q: 3 clusters Score -228112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -228112.328125 Penalty: 2680.771973
	Iteration 23Q: 3 clusters Score -228112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -228112.328125 Penalty: 2680.771973
	Iteration 24F: 3 clusters Score -228112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -260037.250000 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -260037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -256134.937500 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -256134.9 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -257279.781250 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -257279.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -257523.078125 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -257523.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -257708.218750 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -257708.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -257853.296875 Penalty: 2764.164062
	Iteration 4Q: 3 clusters Score -257853.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -257986.265625 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -257986.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -258126.203125 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -258126.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -258283.265625 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -258283.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -258459.515625 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -258459.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -258639.390625 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -258639.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -258784.546875 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -258784.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -258906.859375 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -258906.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -259000.062500 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -259000.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -259076.421875 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -259076.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -259133.875000 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -259133.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -259182.984375 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -259183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -259223.218750 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -259223.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -259260.390625 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -259260.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -259286.281250 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -259286.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -259310.406250 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -259310.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -259337.593750 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -259337.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -259363.765625 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -259363.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -259389.531250 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -259389.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -259423.406250 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -259423.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -259459.234375 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -259459.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -259482.703125 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -259482.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -259498.390625 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -259498.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -259509.359375 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -259509.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -259516.906250 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -259516.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -259523.109375 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -259523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -259526.671875 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -259526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -259530.750000 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -259530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -259533.984375 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -259534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -259536.015625 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -259536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -259538.281250 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -259538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -259539.765625 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -259539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -259542.453125 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -259542.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -259544.015625 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -259544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -259545.750000 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -259545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -259546.765625 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -259546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -259550.125000 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -259550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -259552.437500 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -259552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -259555.468750 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -259555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -259558.296875 Penalty: 2764.164062
	Iteration 43Q: 3 clusters Score -259558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -259561.203125 Penalty: 2764.164062
	Iteration 44Q: 3 clusters Score -259561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -259563.296875 Penalty: 2764.164062
	Iteration 45Q: 3 clusters Score -259563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -259565.578125 Penalty: 2764.164062
	Iteration 46Q: 3 clusters Score -259565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -259567.000000 Penalty: 2764.164062
	Iteration 47Q: 3 clusters Score -259567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -259567.843750 Penalty: 2764.164062
	Iteration 48Q: 3 clusters Score -259567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -259569.390625 Penalty: 2764.164062
	Iteration 49Q: 3 clusters Score -259569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -259571.609375 Penalty: 2764.164062
	Iteration 50Q: 3 clusters Score -259571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -259572.281250 Penalty: 2764.164062
	Iteration 51Q: 3 clusters Score -259572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -259573.687500 Penalty: 2764.164062
	Iteration 52Q: 3 clusters Score -259573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -259574.359375 Penalty: 2764.164062
	Iteration 53Q: 3 clusters Score -259574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -259575.062500 Penalty: 2764.164062
	Iteration 54Q: 3 clusters Score -259575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -259576.265625 Penalty: 2764.164062
	Iteration 55Q: 3 clusters Score -259576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -259576.250000 Penalty: 2764.164062
	Iteration 56Q: 3 clusters Score -259576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -259576.531250 Penalty: 2764.164062
	Iteration 57Q: 3 clusters Score -259576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -259576.656250 Penalty: 2764.164062
	Iteration 58Q: 3 clusters Score -259576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -259577.203125 Penalty: 2764.164062
	Iteration 59Q: 3 clusters Score -259577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -259577.203125 Penalty: 2764.164062
	Iteration 60F: 3 clusters Score -259577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Entering Unmasked Estep 
Score: -3370623.500000 Penalty: 1775.678223
	Iteration 0F: 2 clusters Score -3370624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3333462.750000 Penalty: 3551.356445
	Iteration 0F: 3 clusters Score -3333463 nChanged 26126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3348189.500000 Penalty: 3551.356445
	Iteration 1F: 3 clusters Score -3348190 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3348889.250000 Penalty: 3551.356445
	Iteration 2Q: 3 clusters Score -3348889 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3349875.250000 Penalty: 3551.356445
	Iteration 3Q: 3 clusters Score -3349875 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3351407.500000 Penalty: 3551.356445
	Iteration 4F: 3 clusters Score -3351408 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3353405.000000 Penalty: 3551.356445
	Iteration 5F: 3 clusters Score -3353405 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3355763.500000 Penalty: 3551.356445
	Iteration 6F: 3 clusters Score -3355764 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3357929.250000 Penalty: 3551.356445
	Iteration 7F: 3 clusters Score -3357929 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3359488.250000 Penalty: 3551.356445
	Iteration 8F: 3 clusters Score -3359488 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3360623.750000 Penalty: 3551.356445
	Iteration 9Q: 3 clusters Score -3360624 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3361654.750000 Penalty: 3551.356445
	Iteration 10Q: 3 clusters Score -3361655 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3362659.750000 Penalty: 3551.356445
	Iteration 11Q: 3 clusters Score -3362660 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3363682.500000 Penalty: 3551.356445
	Iteration 12Q: 3 clusters Score -3363682 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3364708.000000 Penalty: 3551.356445
	Iteration 13Q: 3 clusters Score -3364708 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3365751.000000 Penalty: 3551.356445
	Iteration 14Q: 3 clusters Score -3365751 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3366637.000000 Penalty: 3551.356445
	Iteration 15Q: 3 clusters Score -3366637 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3367366.500000 Penalty: 3551.356445
	Iteration 16Q: 3 clusters Score -3367366 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3367921.250000 Penalty: 3551.356445
	Iteration 17Q: 3 clusters Score -3367921 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3368321.000000 Penalty: 3551.356445
	Iteration 18Q: 3 clusters Score -3368321 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3368606.250000 Penalty: 3551.356445
	Iteration 19Q: 3 clusters Score -3368606 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3368803.750000 Penalty: 3551.356445
	Iteration 20F: 3 clusters Score -3368804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3368934.250000 Penalty: 3551.356445
	Iteration 21Q: 3 clusters Score -3368934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3369009.750000 Penalty: 3551.356445
	Iteration 22Q: 3 clusters Score -3369010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3369063.750000 Penalty: 3551.356445
	Iteration 23Q: 3 clusters Score -3369064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3369101.750000 Penalty: 3551.356445
	Iteration 24Q: 3 clusters Score -3369102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3369142.000000 Penalty: 3551.356445
	Iteration 25Q: 3 clusters Score -3369142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3369179.000000 Penalty: 3551.356445
	Iteration 26Q: 3 clusters Score -3369179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3369208.000000 Penalty: 3551.356445
	Iteration 27Q: 3 clusters Score -3369208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3369222.500000 Penalty: 3551.356445
	Iteration 28Q: 3 clusters Score -3369222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3369239.000000 Penalty: 3551.356445
	Iteration 29Q: 3 clusters Score -3369239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3369245.250000 Penalty: 3551.356445
	Iteration 30Q: 3 clusters Score -3369245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3369252.500000 Penalty: 3551.356445
	Iteration 31Q: 3 clusters Score -3369252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3369247.500000 Penalty: 3551.356445
	Iteration 32Q: 3 clusters Score -3369248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3369251.750000 Penalty: 3551.356445
	Iteration 33Q: 3 clusters Score -3369252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3369256.000000 Penalty: 3551.356445
	Iteration 34Q: 3 clusters Score -3369256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3369262.000000 Penalty: 3551.356445
	Iteration 35Q: 3 clusters Score -3369262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3369262.500000 Penalty: 3551.356445
	Iteration 36Q: 3 clusters Score -3369262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3369266.250000 Penalty: 3551.356445
	Iteration 37Q: 3 clusters Score -3369266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3369263.000000 Penalty: 3551.356445
	Iteration 38Q: 3 clusters Score -3369263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3369265.500000 Penalty: 3551.356445
	Iteration 39Q: 3 clusters Score -3369266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3369265.500000 Penalty: 3551.356445
	Iteration 40F: 3 clusters Score -3369266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -291567.937500 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -291567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -287264.437500 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -287264.4 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -288564.531250 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -288564.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -288861.718750 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -288861.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -289148.625000 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -289148.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -289388.687500 Penalty: 2799.535889
	Iteration 4F: 3 clusters Score -289388.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -289595.093750 Penalty: 2799.535889
	Iteration 5F: 3 clusters Score -289595.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -289780.281250 Penalty: 2799.535889
	Iteration 6Q: 3 clusters Score -289780.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -289962.250000 Penalty: 2799.535889
	Iteration 7Q: 3 clusters Score -289962.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -290094.156250 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -290094.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -290188.843750 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -290188.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -290266.125000 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -290266.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -290329.343750 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -290329.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -290385.843750 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -290385.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -290433.718750 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -290433.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -290469.093750 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -290469.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290497.281250 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -290497.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -290522.500000 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -290522.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -290545.062500 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -290545.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290562.187500 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -290562.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -290577.906250 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -290577.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290595.312500 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -290595.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -290612.468750 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -290612.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -290626.187500 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -290626.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -290637.250000 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -290637.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -290646.531250 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -290646.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -290655.562500 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -290655.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -290665.000000 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -290665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -290676.156250 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -290676.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -290690.062500 Penalty: 2799.535889
	Iteration 28Q: 3 clusters Score -290690.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -290700.156250 Penalty: 2799.535889
	Iteration 29Q: 3 clusters Score -290700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290707.593750 Penalty: 2799.535889
	Iteration 30Q: 3 clusters Score -290707.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -290717.656250 Penalty: 2799.535889
	Iteration 31Q: 3 clusters Score -290717.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -290726.437500 Penalty: 2799.535889
	Iteration 32Q: 3 clusters Score -290726.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -290739.156250 Penalty: 2799.535889
	Iteration 33Q: 3 clusters Score -290739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -290743.718750 Penalty: 2799.535889
	Iteration 34Q: 3 clusters Score -290743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -290745.250000 Penalty: 2799.535889
	Iteration 35Q: 3 clusters Score -290745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -290746.437500 Penalty: 2799.535889
	Iteration 36Q: 3 clusters Score -290746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -290746.656250 Penalty: 2799.535889
	Iteration 37Q: 3 clusters Score -290746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -290747.750000 Penalty: 2799.535889
	Iteration 38Q: 3 clusters Score -290747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -290748.281250 Penalty: 2799.535889
	Iteration 39Q: 3 clusters Score -290748.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -290748.281250 Penalty: 2799.535889
	Iteration 40F: 3 clusters Score -290748.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -139872.500000 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -139872.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -137499.140625 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -137499.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -138093.843750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -138093.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -138291.171875 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -138291.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -138513.484375 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -138513.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -138720.718750 Penalty: 2541.120605
	Iteration 4F: 3 clusters Score -138720.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -138863.546875 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -138863.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -138966.234375 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -138966.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -139019.640625 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -139019.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -139053.859375 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -139053.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -139071.500000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -139071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -139082.468750 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -139082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -139095.171875 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -139095.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -139111.328125 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -139111.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -139122.468750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -139122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -139128.390625 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -139128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -139131.156250 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -139131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -139132.906250 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -139132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -139135.421875 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -139135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -139136.078125 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -139136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139136.406250 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -139136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -139136.718750 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -139136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139137.015625 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -139137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -139137.359375 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -139137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -139137.812500 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -139137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -139138.406250 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -139138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -139139.390625 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -139139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -139141.000000 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -139141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -139143.265625 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -139143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -139143.781250 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -139143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -139145.125000 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -139145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -139146.187500 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -139146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -139146.328125 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -139146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -139146.328125 Penalty: 2541.120605
	Iteration 32F: 3 clusters Score -139146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -392666.625000 Penalty: 1425.750366
	Iteration 0F: 2 clusters Score -392666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -387717.218750 Penalty: 2851.500732
	Iteration 0F: 3 clusters Score -387717.2 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -389147.281250 Penalty: 2851.500732
	Iteration 1F: 3 clusters Score -389147.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -389350.562500 Penalty: 2851.500732
	Iteration 2F: 3 clusters Score -389350.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -389496.500000 Penalty: 2851.500732
	Iteration 3F: 3 clusters Score -389496.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -389610.781250 Penalty: 2851.500732
	Iteration 4Q: 3 clusters Score -389610.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -389730.281250 Penalty: 2851.500732
	Iteration 5Q: 3 clusters Score -389730.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -389851.781250 Penalty: 2851.500732
	Iteration 6Q: 3 clusters Score -389851.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -389966.750000 Penalty: 2851.500732
	Iteration 7Q: 3 clusters Score -389966.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -390089.812500 Penalty: 2851.500732
	Iteration 8Q: 3 clusters Score -390089.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -390221.843750 Penalty: 2851.500732
	Iteration 9Q: 3 clusters Score -390221.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -390364.593750 Penalty: 2851.500732
	Iteration 10Q: 3 clusters Score -390364.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -390531.062500 Penalty: 2851.500732
	Iteration 11Q: 3 clusters Score -390531.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -390704.250000 Penalty: 2851.500732
	Iteration 12Q: 3 clusters Score -390704.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -390861.656250 Penalty: 2851.500732
	Iteration 13Q: 3 clusters Score -390861.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -391022.812500 Penalty: 2851.500732
	Iteration 14Q: 3 clusters Score -391022.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -391136.312500 Penalty: 2851.500732
	Iteration 15Q: 3 clusters Score -391136.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -391232.593750 Penalty: 2851.500732
	Iteration 16Q: 3 clusters Score -391232.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -391299.968750 Penalty: 2851.500732
	Iteration 17Q: 3 clusters Score -391300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -391339.968750 Penalty: 2851.500732
	Iteration 18Q: 3 clusters Score -391340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -391367.687500 Penalty: 2851.500732
	Iteration 19Q: 3 clusters Score -391367.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -391394.093750 Penalty: 2851.500732
	Iteration 20F: 3 clusters Score -391394.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -391421.406250 Penalty: 2851.500732
	Iteration 21Q: 3 clusters Score -391421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -391427.968750 Penalty: 2851.500732
	Iteration 22Q: 3 clusters Score -391428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -391429.187500 Penalty: 2851.500732
	Iteration 23Q: 3 clusters Score -391429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -391430.812500 Penalty: 2851.500732
	Iteration 24Q: 3 clusters Score -391430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -391430.812500 Penalty: 2851.500732
	Iteration 25F: 3 clusters Score -391430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -78530.140625 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -78530.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -76586.796875 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -76586.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -77323.156250 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -77323.16 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -77621.640625 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -77621.64 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -77787.195312 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -77787.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -77920.484375 Penalty: 2444.955811
	Iteration 4Q: 3 clusters Score -77920.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -78007.250000 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -78007.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -78057.382812 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -78057.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -78085.265625 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -78085.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -78095.179688 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -78095.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -78101.359375 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -78101.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -78108.929688 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -78108.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -78110.867188 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -78110.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -78111.500000 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -78111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -78111.500000 Penalty: 2444.955811
	Iteration 13F: 3 clusters Score -78111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -116727.960938 Penalty: 1248.553101
	Iteration 0F: 2 clusters Score -116728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -114547.242188 Penalty: 2497.106201
	Iteration 0F: 3 clusters Score -114547.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115139.703125 Penalty: 2497.106201
	Iteration 1F: 3 clusters Score -115139.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -115343.390625 Penalty: 2497.106201
	Iteration 2F: 3 clusters Score -115343.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -115518.492188 Penalty: 2497.106201
	Iteration 3F: 3 clusters Score -115518.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -115677.742188 Penalty: 2497.106201
	Iteration 4F: 3 clusters Score -115677.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -115829.250000 Penalty: 2497.106201
	Iteration 5F: 3 clusters Score -115829.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -115947.710938 Penalty: 2497.106201
	Iteration 6Q: 3 clusters Score -115947.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -116032.281250 Penalty: 2497.106201
	Iteration 7Q: 3 clusters Score -116032.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -116094.335938 Penalty: 2497.106201
	Iteration 8Q: 3 clusters Score -116094.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -116137.414062 Penalty: 2497.106201
	Iteration 9Q: 3 clusters Score -116137.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -116162.351562 Penalty: 2497.106201
	Iteration 10Q: 3 clusters Score -116162.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -116184.085938 Penalty: 2497.106201
	Iteration 11Q: 3 clusters Score -116184.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -116206.015625 Penalty: 2497.106201
	Iteration 12Q: 3 clusters Score -116206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -116221.398438 Penalty: 2497.106201
	Iteration 13Q: 3 clusters Score -116221.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -116228.757812 Penalty: 2497.106201
	Iteration 14Q: 3 clusters Score -116228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -116230.859375 Penalty: 2497.106201
	Iteration 15Q: 3 clusters Score -116230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -116233.351562 Penalty: 2497.106201
	Iteration 16Q: 3 clusters Score -116233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -116234.406250 Penalty: 2497.106201
	Iteration 17Q: 3 clusters Score -116234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -116236.289062 Penalty: 2497.106201
	Iteration 18Q: 3 clusters Score -116236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -116237.382812 Penalty: 2497.106201
	Iteration 19Q: 3 clusters Score -116237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116238.343750 Penalty: 2497.106201
	Iteration 20F: 3 clusters Score -116238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -183797.281250 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -183797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -180794.078125 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -180794.1 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -181515.953125 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -181516 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -181694.984375 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -181695 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -181865.078125 Penalty: 2647.962646
	Iteration 3F: 3 clusters Score -181865.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -182012.609375 Penalty: 2647.962646
	Iteration 4F: 3 clusters Score -182012.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -182138.203125 Penalty: 2647.962646
	Iteration 5Q: 3 clusters Score -182138.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -182255.343750 Penalty: 2647.962646
	Iteration 6Q: 3 clusters Score -182255.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -182367.000000 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -182367 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -182460.968750 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -182461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -182552.500000 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -182552.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -182651.390625 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -182651.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -182746.406250 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -182746.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -182863.187500 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -182863.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -182957.093750 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -182957.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -183027.812500 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -183027.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -183090.796875 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -183090.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -183141.640625 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -183141.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -183165.984375 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -183166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -183187.078125 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -183187.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -183197.906250 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -183197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -183206.984375 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -183207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -183213.953125 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -183214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -183221.484375 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -183221.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -183225.296875 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -183225.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -183231.109375 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -183231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -183236.000000 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -183236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -183239.500000 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -183239.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -183242.109375 Penalty: 2647.962646
	Iteration 27Q: 3 clusters Score -183242.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -183245.218750 Penalty: 2647.962646
	Iteration 28Q: 3 clusters Score -183245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -183248.343750 Penalty: 2647.962646
	Iteration 29Q: 3 clusters Score -183248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -183250.375000 Penalty: 2647.962646
	Iteration 30Q: 3 clusters Score -183250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -183251.531250 Penalty: 2647.962646
	Iteration 31Q: 3 clusters Score -183251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -183252.156250 Penalty: 2647.962646
	Iteration 32Q: 3 clusters Score -183252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -183252.156250 Penalty: 2647.962646
	Iteration 33F: 3 clusters Score -183252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -98999.554688 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -98999.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -97033.250000 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -97033.25 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -97457.187500 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -97457.19 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97558.640625 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -97558.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -97603.210938 Penalty: 2431.322510
	Iteration 3Q: 3 clusters Score -97603.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -97633.492188 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -97633.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -97651.460938 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -97651.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -97660.898438 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -97660.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97667.343750 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -97667.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -97673.273438 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -97673.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -97678.476562 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -97678.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -97684.140625 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -97684.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97693.312500 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -97693.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -97707.968750 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -97707.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -97718.765625 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -97718.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -97724.125000 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -97724.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97729.687500 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -97729.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97732.789062 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -97732.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -97736.007812 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -97736.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97739.101562 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -97739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97739.398438 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -97739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97739.398438 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -97739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -637657.562500 Penalty: 1505.103271
	Iteration 0F: 2 clusters Score -637657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -630143.062500 Penalty: 3010.206543
	Iteration 0F: 3 clusters Score -630143.1 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -632566.375000 Penalty: 3010.206543
	Iteration 1F: 3 clusters Score -632566.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -632843.687500 Penalty: 3010.206543
	Iteration 2F: 3 clusters Score -632843.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -633115.875000 Penalty: 3010.206543
	Iteration 3F: 3 clusters Score -633115.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -633411.250000 Penalty: 3010.206543
	Iteration 4F: 3 clusters Score -633411.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -633777.500000 Penalty: 3010.206543
	Iteration 5F: 3 clusters Score -633777.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -634259.250000 Penalty: 3010.206543
	Iteration 6F: 3 clusters Score -634259.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -634841.500000 Penalty: 3010.206543
	Iteration 7F: 3 clusters Score -634841.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -635364.375000 Penalty: 3010.206543
	Iteration 8F: 3 clusters Score -635364.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -635806.625000 Penalty: 3010.206543
	Iteration 9Q: 3 clusters Score -635806.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -636067.062500 Penalty: 3010.206543
	Iteration 10Q: 3 clusters Score -636067.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -636185.812500 Penalty: 3010.206543
	Iteration 11Q: 3 clusters Score -636185.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -636239.000000 Penalty: 3010.206543
	Iteration 12Q: 3 clusters Score -636239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -636291.625000 Penalty: 3010.206543
	Iteration 13Q: 3 clusters Score -636291.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -636325.937500 Penalty: 3010.206543
	Iteration 14Q: 3 clusters Score -636325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -636342.937500 Penalty: 3010.206543
	Iteration 15Q: 3 clusters Score -636342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -636346.812500 Penalty: 3010.206543
	Iteration 16Q: 3 clusters Score -636346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -636349.562500 Penalty: 3010.206543
	Iteration 17Q: 3 clusters Score -636349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -636357.062500 Penalty: 3010.206543
	Iteration 18Q: 3 clusters Score -636357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -636361.875000 Penalty: 3010.206543
	Iteration 19Q: 3 clusters Score -636361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -636364.562500 Penalty: 3010.206543
	Iteration 20F: 3 clusters Score -636364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -636365.875000 Penalty: 3010.206543
	Iteration 21Q: 3 clusters Score -636365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -636365.875000 Penalty: 3010.206543
	Iteration 22F: 3 clusters Score -636365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Entering Unmasked Estep 
Score: -2128490.000000 Penalty: 1701.562866
	Iteration 0F: 2 clusters Score -2128490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2104815.750000 Penalty: 3403.125732
	Iteration 0F: 3 clusters Score -2104816 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2114357.500000 Penalty: 3403.125732
	Iteration 1F: 3 clusters Score -2114358 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2115213.500000 Penalty: 3403.125732
	Iteration 2F: 3 clusters Score -2115214 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2116206.250000 Penalty: 3403.125732
	Iteration 3F: 3 clusters Score -2116206 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2117429.750000 Penalty: 3403.125732
	Iteration 4F: 3 clusters Score -2117430 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2118766.250000 Penalty: 3403.125732
	Iteration 5F: 3 clusters Score -2118766 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2120151.250000 Penalty: 3403.125732
	Iteration 6F: 3 clusters Score -2120151 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -2121372.750000 Penalty: 3403.125732
	Iteration 7F: 3 clusters Score -2121373 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2122268.250000 Penalty: 3403.125732
	Iteration 8Q: 3 clusters Score -2122268 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -2122874.000000 Penalty: 3403.125732
	Iteration 9Q: 3 clusters Score -2122874 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -2123340.750000 Penalty: 3403.125732
	Iteration 10Q: 3 clusters Score -2123341 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -2123745.500000 Penalty: 3403.125732
	Iteration 11Q: 3 clusters Score -2123746 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -2124148.750000 Penalty: 3403.125732
	Iteration 12Q: 3 clusters Score -2124149 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -2124585.250000 Penalty: 3403.125732
	Iteration 13Q: 3 clusters Score -2124585 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -2124999.500000 Penalty: 3403.125732
	Iteration 14Q: 3 clusters Score -2125000 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -2125370.000000 Penalty: 3403.125732
	Iteration 15Q: 3 clusters Score -2125370 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -2125709.000000 Penalty: 3403.125732
	Iteration 16Q: 3 clusters Score -2125709 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -2125996.750000 Penalty: 3403.125732
	Iteration 17Q: 3 clusters Score -2125997 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -2126242.750000 Penalty: 3403.125732
	Iteration 18Q: 3 clusters Score -2126243 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2126431.750000 Penalty: 3403.125732
	Iteration 19Q: 3 clusters Score -2126432 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -2126589.000000 Penalty: 3403.125732
	Iteration 20F: 3 clusters Score -2126589 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -2126700.750000 Penalty: 3403.125732
	Iteration 21Q: 3 clusters Score -2126701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2126790.750000 Penalty: 3403.125732
	Iteration 22Q: 3 clusters Score -2126791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -2126864.500000 Penalty: 3403.125732
	Iteration 23Q: 3 clusters Score -2126864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -2126916.250000 Penalty: 3403.125732
	Iteration 24Q: 3 clusters Score -2126916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -2126944.750000 Penalty: 3403.125732
	Iteration 25Q: 3 clusters Score -2126945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -2126964.500000 Penalty: 3403.125732
	Iteration 26Q: 3 clusters Score -2126964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -2126982.000000 Penalty: 3403.125732
	Iteration 27Q: 3 clusters Score -2126982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -2126994.000000 Penalty: 3403.125732
	Iteration 28Q: 3 clusters Score -2126994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -2127004.750000 Penalty: 3403.125732
	Iteration 29Q: 3 clusters Score -2127005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2127007.500000 Penalty: 3403.125732
	Iteration 30Q: 3 clusters Score -2127008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -2127009.500000 Penalty: 3403.125732
	Iteration 31Q: 3 clusters Score -2127010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -2127015.250000 Penalty: 3403.125732
	Iteration 32Q: 3 clusters Score -2127015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -2127021.750000 Penalty: 3403.125732
	Iteration 33Q: 3 clusters Score -2127022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2127020.750000 Penalty: 3403.125732
	Iteration 34Q: 3 clusters Score -2127021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -2127025.000000 Penalty: 3403.125732
	Iteration 35Q: 3 clusters Score -2127025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -2127029.500000 Penalty: 3403.125732
	Iteration 36Q: 3 clusters Score -2127030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -2127035.500000 Penalty: 3403.125732
	Iteration 37Q: 3 clusters Score -2127036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -2127042.000000 Penalty: 3403.125732
	Iteration 38Q: 3 clusters Score -2127042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -2127043.500000 Penalty: 3403.125732
	Iteration 39Q: 3 clusters Score -2127044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -2127048.000000 Penalty: 3403.125732
	Iteration 40F: 3 clusters Score -2127048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -2127048.000000 Penalty: 3403.125732
	Iteration 41Q: 3 clusters Score -2127048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -2127052.500000 Penalty: 3403.125732
	Iteration 42Q: 3 clusters Score -2127052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -2127057.250000 Penalty: 3403.125732
	Iteration 43Q: 3 clusters Score -2127057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -2127062.500000 Penalty: 3403.125732
	Iteration 44Q: 3 clusters Score -2127062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -2127067.750000 Penalty: 3403.125732
	Iteration 45Q: 3 clusters Score -2127068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -2127074.750000 Penalty: 3403.125732
	Iteration 46Q: 3 clusters Score -2127075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -2127076.500000 Penalty: 3403.125732
	Iteration 47Q: 3 clusters Score -2127076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -2127074.000000 Penalty: 3403.125732
	Iteration 48Q: 3 clusters Score -2127074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -2127080.250000 Penalty: 3403.125732
	Iteration 49Q: 3 clusters Score -2127080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -2127077.750000 Penalty: 3403.125732
	Iteration 50Q: 3 clusters Score -2127078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -2127077.750000 Penalty: 3403.125732
	Iteration 51F: 3 clusters Score -2127078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Entering Unmasked Estep 
Score: -4795651.500000 Penalty: 1836.541992
	Iteration 0F: 2 clusters Score -4795652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -4741572.500000 Penalty: 3673.083984
	Iteration 0F: 3 clusters Score -4741572 nChanged 38473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -4763322.500000 Penalty: 3673.083984
	Iteration 1F: 3 clusters Score -4763322 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4764041.000000 Penalty: 3673.083984
	Iteration 2Q: 3 clusters Score -4764041 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4764792.000000 Penalty: 3673.083984
	Iteration 3Q: 3 clusters Score -4764792 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4765613.000000 Penalty: 3673.083984
	Iteration 4Q: 3 clusters Score -4765613 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4766676.000000 Penalty: 3673.083984
	Iteration 5Q: 3 clusters Score -4766676 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4768218.500000 Penalty: 3673.083984
	Iteration 6Q: 3 clusters Score -4768218 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4770463.500000 Penalty: 3673.083984
	Iteration 7Q: 3 clusters Score -4770464 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4773643.500000 Penalty: 3673.083984
	Iteration 8F: 3 clusters Score -4773644 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4777456.000000 Penalty: 3673.083984
	Iteration 9F: 3 clusters Score -4777456 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4781175.000000 Penalty: 3673.083984
	Iteration 10F: 3 clusters Score -4781175 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4783956.000000 Penalty: 3673.083984
	Iteration 11Q: 3 clusters Score -4783956 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4785858.000000 Penalty: 3673.083984
	Iteration 12Q: 3 clusters Score -4785858 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4787185.500000 Penalty: 3673.083984
	Iteration 13Q: 3 clusters Score -4787186 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4788125.000000 Penalty: 3673.083984
	Iteration 14Q: 3 clusters Score -4788125 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4788920.000000 Penalty: 3673.083984
	Iteration 15Q: 3 clusters Score -4788920 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4789533.000000 Penalty: 3673.083984
	Iteration 16Q: 3 clusters Score -4789533 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4790092.500000 Penalty: 3673.083984
	Iteration 17Q: 3 clusters Score -4790092 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -4790589.500000 Penalty: 3673.083984
	Iteration 18Q: 3 clusters Score -4790590 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4791111.500000 Penalty: 3673.083984
	Iteration 19Q: 3 clusters Score -4791112 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4791576.500000 Penalty: 3673.083984
	Iteration 20F: 3 clusters Score -4791576 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4792041.000000 Penalty: 3673.083984
	Iteration 21Q: 3 clusters Score -4792041 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4792433.000000 Penalty: 3673.083984
	Iteration 22Q: 3 clusters Score -4792433 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4792800.500000 Penalty: 3673.083984
	Iteration 23Q: 3 clusters Score -4792800 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4793081.500000 Penalty: 3673.083984
	Iteration 24Q: 3 clusters Score -4793082 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4793313.000000 Penalty: 3673.083984
	Iteration 25Q: 3 clusters Score -4793313 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4793504.500000 Penalty: 3673.083984
	Iteration 26Q: 3 clusters Score -4793504 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4793634.500000 Penalty: 3673.083984
	Iteration 27Q: 3 clusters Score -4793634 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4793732.000000 Penalty: 3673.083984
	Iteration 28Q: 3 clusters Score -4793732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4793800.000000 Penalty: 3673.083984
	Iteration 29Q: 3 clusters Score -4793800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4793861.500000 Penalty: 3673.083984
	Iteration 30Q: 3 clusters Score -4793862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4793902.500000 Penalty: 3673.083984
	Iteration 31Q: 3 clusters Score -4793902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4793955.000000 Penalty: 3673.083984
	Iteration 32Q: 3 clusters Score -4793955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4793994.500000 Penalty: 3673.083984
	Iteration 33Q: 3 clusters Score -4793994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4794021.000000 Penalty: 3673.083984
	Iteration 34Q: 3 clusters Score -4794021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4794034.500000 Penalty: 3673.083984
	Iteration 35Q: 3 clusters Score -4794034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4794052.000000 Penalty: 3673.083984
	Iteration 36Q: 3 clusters Score -4794052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4794065.000000 Penalty: 3673.083984
	Iteration 37Q: 3 clusters Score -4794065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4794075.500000 Penalty: 3673.083984
	Iteration 38Q: 3 clusters Score -4794076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4794079.500000 Penalty: 3673.083984
	Iteration 39Q: 3 clusters Score -4794080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4794087.000000 Penalty: 3673.083984
	Iteration 40F: 3 clusters Score -4794087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4794087.500000 Penalty: 3673.083984
	Iteration 41Q: 3 clusters Score -4794088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4794090.500000 Penalty: 3673.083984
	Iteration 42Q: 3 clusters Score -4794090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4794100.000000 Penalty: 3673.083984
	Iteration 43Q: 3 clusters Score -4794100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4794103.500000 Penalty: 3673.083984
	Iteration 44Q: 3 clusters Score -4794104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4794108.000000 Penalty: 3673.083984
	Iteration 45Q: 3 clusters Score -4794108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4794104.000000 Penalty: 3673.083984
	Iteration 46Q: 3 clusters Score -4794104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4794108.000000 Penalty: 3673.083984
	Iteration 47Q: 3 clusters Score -4794108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4794107.500000 Penalty: 3673.083984
	Iteration 48Q: 3 clusters Score -4794108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4794108.500000 Penalty: 3673.083984
	Iteration 49Q: 3 clusters Score -4794108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4794108.500000 Penalty: 3673.083984
	Iteration 50Q: 3 clusters Score -4794108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4794108.500000 Penalty: 3673.083984
	Iteration 51F: 3 clusters Score -4794108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -286010.343750 Penalty: 1378.725342
	Iteration 0F: 2 clusters Score -286010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -282100.625000 Penalty: 2757.450684
	Iteration 0F: 3 clusters Score -282100.6 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -283240.156250 Penalty: 2757.450684
	Iteration 1F: 3 clusters Score -283240.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -283458.781250 Penalty: 2757.450684
	Iteration 2F: 3 clusters Score -283458.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -283632.531250 Penalty: 2757.450684
	Iteration 3F: 3 clusters Score -283632.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -283823.468750 Penalty: 2757.450684
	Iteration 4F: 3 clusters Score -283823.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -284056.031250 Penalty: 2757.450684
	Iteration 5F: 3 clusters Score -284056 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -284270.875000 Penalty: 2757.450684
	Iteration 6F: 3 clusters Score -284270.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -284424.781250 Penalty: 2757.450684
	Iteration 7F: 3 clusters Score -284424.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -284535.343750 Penalty: 2757.450684
	Iteration 8Q: 3 clusters Score -284535.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -284630.656250 Penalty: 2757.450684
	Iteration 9Q: 3 clusters Score -284630.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -284704.812500 Penalty: 2757.450684
	Iteration 10Q: 3 clusters Score -284704.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -284758.593750 Penalty: 2757.450684
	Iteration 11Q: 3 clusters Score -284758.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -284796.718750 Penalty: 2757.450684
	Iteration 12Q: 3 clusters Score -284796.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -284822.531250 Penalty: 2757.450684
	Iteration 13Q: 3 clusters Score -284822.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -284843.312500 Penalty: 2757.450684
	Iteration 14Q: 3 clusters Score -284843.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -284865.062500 Penalty: 2757.450684
	Iteration 15Q: 3 clusters Score -284865.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -284879.000000 Penalty: 2757.450684
	Iteration 16Q: 3 clusters Score -284879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -284890.000000 Penalty: 2757.450684
	Iteration 17Q: 3 clusters Score -284890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -284899.937500 Penalty: 2757.450684
	Iteration 18Q: 3 clusters Score -284899.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -284905.312500 Penalty: 2757.450684
	Iteration 19Q: 3 clusters Score -284905.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -284909.781250 Penalty: 2757.450684
	Iteration 20F: 3 clusters Score -284909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -284914.062500 Penalty: 2757.450684
	Iteration 21Q: 3 clusters Score -284914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -284916.156250 Penalty: 2757.450684
	Iteration 22Q: 3 clusters Score -284916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -284918.781250 Penalty: 2757.450684
	Iteration 23Q: 3 clusters Score -284918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -284923.125000 Penalty: 2757.450684
	Iteration 24Q: 3 clusters Score -284923.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -284927.250000 Penalty: 2757.450684
	Iteration 25Q: 3 clusters Score -284927.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -284932.656250 Penalty: 2757.450684
	Iteration 26Q: 3 clusters Score -284932.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -284936.718750 Penalty: 2757.450684
	Iteration 27Q: 3 clusters Score -284936.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -284940.968750 Penalty: 2757.450684
	Iteration 28Q: 3 clusters Score -284941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -284944.218750 Penalty: 2757.450684
	Iteration 29Q: 3 clusters Score -284944.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -284946.437500 Penalty: 2757.450684
	Iteration 30Q: 3 clusters Score -284946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -284947.093750 Penalty: 2757.450684
	Iteration 31Q: 3 clusters Score -284947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -284946.875000 Penalty: 2757.450684
	Iteration 32Q: 3 clusters Score -284946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -284947.531250 Penalty: 2757.450684
	Iteration 33Q: 3 clusters Score -284947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -284947.968750 Penalty: 2757.450684
	Iteration 34Q: 3 clusters Score -284948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -284948.562500 Penalty: 2757.450684
	Iteration 35Q: 3 clusters Score -284948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -284949.593750 Penalty: 2757.450684
	Iteration 36Q: 3 clusters Score -284949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -284951.875000 Penalty: 2757.450684
	Iteration 37Q: 3 clusters Score -284951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -284953.531250 Penalty: 2757.450684
	Iteration 38Q: 3 clusters Score -284953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -284953.843750 Penalty: 2757.450684
	Iteration 39Q: 3 clusters Score -284953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -284954.562500 Penalty: 2757.450684
	Iteration 40F: 3 clusters Score -284954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -284955.156250 Penalty: 2757.450684
	Iteration 41Q: 3 clusters Score -284955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -284955.468750 Penalty: 2757.450684
	Iteration 42Q: 3 clusters Score -284955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -284955.468750 Penalty: 2757.450684
	Iteration 43F: 3 clusters Score -284955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -339058.875000 Penalty: 1425.297241
	Iteration 0F: 2 clusters Score -339058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -334247.531250 Penalty: 2850.594482
	Iteration 0F: 3 clusters Score -334247.5 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -335818.593750 Penalty: 2850.594482
	Iteration 1F: 3 clusters Score -335818.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -336170.562500 Penalty: 2850.594482
	Iteration 2F: 3 clusters Score -336170.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -336392.312500 Penalty: 2850.594482
	Iteration 3F: 3 clusters Score -336392.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -336577.718750 Penalty: 2850.594482
	Iteration 4F: 3 clusters Score -336577.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -336749.843750 Penalty: 2850.594482
	Iteration 5Q: 3 clusters Score -336749.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -336906.281250 Penalty: 2850.594482
	Iteration 6Q: 3 clusters Score -336906.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -337042.843750 Penalty: 2850.594482
	Iteration 7Q: 3 clusters Score -337042.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -337155.218750 Penalty: 2850.594482
	Iteration 8Q: 3 clusters Score -337155.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -337240.906250 Penalty: 2850.594482
	Iteration 9Q: 3 clusters Score -337240.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -337319.531250 Penalty: 2850.594482
	Iteration 10Q: 3 clusters Score -337319.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -337380.812500 Penalty: 2850.594482
	Iteration 11Q: 3 clusters Score -337380.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -337430.687500 Penalty: 2850.594482
	Iteration 12Q: 3 clusters Score -337430.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -337486.000000 Penalty: 2850.594482
	Iteration 13Q: 3 clusters Score -337486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -337535.187500 Penalty: 2850.594482
	Iteration 14Q: 3 clusters Score -337535.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -337578.406250 Penalty: 2850.594482
	Iteration 15Q: 3 clusters Score -337578.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -337613.406250 Penalty: 2850.594482
	Iteration 16Q: 3 clusters Score -337613.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -337637.812500 Penalty: 2850.594482
	Iteration 17Q: 3 clusters Score -337637.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337659.312500 Penalty: 2850.594482
	Iteration 18Q: 3 clusters Score -337659.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -337684.406250 Penalty: 2850.594482
	Iteration 19Q: 3 clusters Score -337684.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -337709.281250 Penalty: 2850.594482
	Iteration 20F: 3 clusters Score -337709.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -337725.187500 Penalty: 2850.594482
	Iteration 21Q: 3 clusters Score -337725.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -337739.437500 Penalty: 2850.594482
	Iteration 22Q: 3 clusters Score -337739.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -337750.656250 Penalty: 2850.594482
	Iteration 23Q: 3 clusters Score -337750.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337762.781250 Penalty: 2850.594482
	Iteration 24Q: 3 clusters Score -337762.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -337777.562500 Penalty: 2850.594482
	Iteration 25Q: 3 clusters Score -337777.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -337792.625000 Penalty: 2850.594482
	Iteration 26Q: 3 clusters Score -337792.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -337803.656250 Penalty: 2850.594482
	Iteration 27Q: 3 clusters Score -337803.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -337814.000000 Penalty: 2850.594482
	Iteration 28Q: 3 clusters Score -337814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337825.187500 Penalty: 2850.594482
	Iteration 29Q: 3 clusters Score -337825.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -337833.625000 Penalty: 2850.594482
	Iteration 30Q: 3 clusters Score -337833.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -337841.343750 Penalty: 2850.594482
	Iteration 31Q: 3 clusters Score -337841.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -337848.687500 Penalty: 2850.594482
	Iteration 32Q: 3 clusters Score -337848.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -337854.593750 Penalty: 2850.594482
	Iteration 33Q: 3 clusters Score -337854.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -337858.812500 Penalty: 2850.594482
	Iteration 34Q: 3 clusters Score -337858.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337863.281250 Penalty: 2850.594482
	Iteration 35Q: 3 clusters Score -337863.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337866.687500 Penalty: 2850.594482
	Iteration 36Q: 3 clusters Score -337866.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -337873.218750 Penalty: 2850.594482
	Iteration 37Q: 3 clusters Score -337873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -337880.812500 Penalty: 2850.594482
	Iteration 38Q: 3 clusters Score -337880.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -337888.781250 Penalty: 2850.594482
	Iteration 39Q: 3 clusters Score -337888.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -337898.937500 Penalty: 2850.594482
	Iteration 40F: 3 clusters Score -337898.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -337909.156250 Penalty: 2850.594482
	Iteration 41Q: 3 clusters Score -337909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -337921.468750 Penalty: 2850.594482
	Iteration 42Q: 3 clusters Score -337921.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -337933.812500 Penalty: 2850.594482
	Iteration 43Q: 3 clusters Score -337933.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -337947.406250 Penalty: 2850.594482
	Iteration 44Q: 3 clusters Score -337947.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -337961.250000 Penalty: 2850.594482
	Iteration 45Q: 3 clusters Score -337961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -337978.531250 Penalty: 2850.594482
	Iteration 46Q: 3 clusters Score -337978.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -338004.937500 Penalty: 2850.594482
	Iteration 47Q: 3 clusters Score -338004.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -338020.687500 Penalty: 2850.594482
	Iteration 48Q: 3 clusters Score -338020.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -338027.593750 Penalty: 2850.594482
	Iteration 49Q: 3 clusters Score -338027.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -338032.281250 Penalty: 2850.594482
	Iteration 50Q: 3 clusters Score -338032.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -338037.187500 Penalty: 2850.594482
	Iteration 51Q: 3 clusters Score -338037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -338044.625000 Penalty: 2850.594482
	Iteration 52Q: 3 clusters Score -338044.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338056.468750 Penalty: 2850.594482
	Iteration 53Q: 3 clusters Score -338056.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -338070.156250 Penalty: 2850.594482
	Iteration 54Q: 3 clusters Score -338070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -338085.437500 Penalty: 2850.594482
	Iteration 55Q: 3 clusters Score -338085.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -338102.093750 Penalty: 2850.594482
	Iteration 56Q: 3 clusters Score -338102.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -338121.718750 Penalty: 2850.594482
	Iteration 57Q: 3 clusters Score -338121.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -338142.656250 Penalty: 2850.594482
	Iteration 58Q: 3 clusters Score -338142.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -338156.156250 Penalty: 2850.594482
	Iteration 59Q: 3 clusters Score -338156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -338161.625000 Penalty: 2850.594482
	Iteration 60F: 3 clusters Score -338161.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -338166.781250 Penalty: 2850.594482
	Iteration 61Q: 3 clusters Score -338166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -338171.812500 Penalty: 2850.594482
	Iteration 62Q: 3 clusters Score -338171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -338176.750000 Penalty: 2850.594482
	Iteration 63Q: 3 clusters Score -338176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -338180.843750 Penalty: 2850.594482
	Iteration 64Q: 3 clusters Score -338180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -338185.031250 Penalty: 2850.594482
	Iteration 65Q: 3 clusters Score -338185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -338188.375000 Penalty: 2850.594482
	Iteration 66Q: 3 clusters Score -338188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -338192.125000 Penalty: 2850.594482
	Iteration 67Q: 3 clusters Score -338192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -338196.031250 Penalty: 2850.594482
	Iteration 68Q: 3 clusters Score -338196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -338198.093750 Penalty: 2850.594482
	Iteration 69Q: 3 clusters Score -338198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -338201.656250 Penalty: 2850.594482
	Iteration 70Q: 3 clusters Score -338201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -338204.718750 Penalty: 2850.594482
	Iteration 71Q: 3 clusters Score -338204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -338206.750000 Penalty: 2850.594482
	Iteration 72Q: 3 clusters Score -338206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -338208.781250 Penalty: 2850.594482
	Iteration 73Q: 3 clusters Score -338208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -338211.781250 Penalty: 2850.594482
	Iteration 74Q: 3 clusters Score -338211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -338212.593750 Penalty: 2850.594482
	Iteration 75Q: 3 clusters Score -338212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -338212.968750 Penalty: 2850.594482
	Iteration 76Q: 3 clusters Score -338213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -338212.968750 Penalty: 2850.594482
	Iteration 77F: 3 clusters Score -338213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -37786.640625 Penalty: 1058.881348
	Iteration 0F: 2 clusters Score -37786.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36580.296875 Penalty: 2117.762695
	Iteration 0F: 3 clusters Score -36580.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36784.738281 Penalty: 2117.762695
	Iteration 1F: 3 clusters Score -36784.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36864.750000 Penalty: 2117.762695
	Iteration 2F: 3 clusters Score -36864.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36890.441406 Penalty: 2117.762695
	Iteration 3Q: 3 clusters Score -36890.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36942.007812 Penalty: 2117.762695
	Iteration 4Q: 3 clusters Score -36942.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36976.656250 Penalty: 2117.762695
	Iteration 5Q: 3 clusters Score -36976.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36990.976562 Penalty: 2117.762695
	Iteration 6Q: 3 clusters Score -36990.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37018.593750 Penalty: 2117.762695
	Iteration 7Q: 3 clusters Score -37018.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37030.019531 Penalty: 2117.762695
	Iteration 8Q: 3 clusters Score -37030.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37039.199219 Penalty: 2117.762695
	Iteration 9Q: 3 clusters Score -37039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37049.039062 Penalty: 2117.762695
	Iteration 10Q: 3 clusters Score -37049.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37054.746094 Penalty: 2117.762695
	Iteration 11Q: 3 clusters Score -37054.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37067.710938 Penalty: 2117.762695
	Iteration 12Q: 3 clusters Score -37067.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37075.914062 Penalty: 2117.762695
	Iteration 13Q: 3 clusters Score -37075.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37083.226562 Penalty: 2117.762695
	Iteration 14Q: 3 clusters Score -37083.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37092.644531 Penalty: 2117.762695
	Iteration 15Q: 3 clusters Score -37092.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37106.648438 Penalty: 2117.762695
	Iteration 16Q: 3 clusters Score -37106.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37118.394531 Penalty: 2117.762695
	Iteration 17Q: 3 clusters Score -37118.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37122.761719 Penalty: 2117.762695
	Iteration 18Q: 3 clusters Score -37122.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37125.929688 Penalty: 2117.762695
	Iteration 19Q: 3 clusters Score -37125.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37127.636719 Penalty: 2117.762695
	Iteration 20F: 3 clusters Score -37127.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37128.238281 Penalty: 2117.762695
	Iteration 21Q: 3 clusters Score -37128.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37128.238281 Penalty: 2117.762695
	Iteration 22F: 3 clusters Score -37128.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Entering Unmasked Estep 
Score: -991717.812500 Penalty: 1577.454468
	Iteration 0F: 2 clusters Score -991717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -980431.937500 Penalty: 3154.908936
	Iteration 0F: 3 clusters Score -980431.9 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -984348.250000 Penalty: 3154.908936
	Iteration 1F: 3 clusters Score -984348.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -984646.375000 Penalty: 3154.908936
	Iteration 2F: 3 clusters Score -984646.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -984881.125000 Penalty: 3154.908936
	Iteration 3Q: 3 clusters Score -984881.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -985129.625000 Penalty: 3154.908936
	Iteration 4Q: 3 clusters Score -985129.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -985415.312500 Penalty: 3154.908936
	Iteration 5Q: 3 clusters Score -985415.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -985694.000000 Penalty: 3154.908936
	Iteration 6Q: 3 clusters Score -985694 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -985970.000000 Penalty: 3154.908936
	Iteration 7Q: 3 clusters Score -985970 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -986218.437500 Penalty: 3154.908936
	Iteration 8Q: 3 clusters Score -986218.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -986446.125000 Penalty: 3154.908936
	Iteration 9Q: 3 clusters Score -986446.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -986691.000000 Penalty: 3154.908936
	Iteration 10Q: 3 clusters Score -986691 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -986997.250000 Penalty: 3154.908936
	Iteration 11Q: 3 clusters Score -986997.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -987322.437500 Penalty: 3154.908936
	Iteration 12Q: 3 clusters Score -987322.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -987661.625000 Penalty: 3154.908936
	Iteration 13Q: 3 clusters Score -987661.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -987945.937500 Penalty: 3154.908936
	Iteration 14Q: 3 clusters Score -987945.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -988172.562500 Penalty: 3154.908936
	Iteration 15Q: 3 clusters Score -988172.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -988385.937500 Penalty: 3154.908936
	Iteration 16Q: 3 clusters Score -988385.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -988577.187500 Penalty: 3154.908936
	Iteration 17Q: 3 clusters Score -988577.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -988726.437500 Penalty: 3154.908936
	Iteration 18Q: 3 clusters Score -988726.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -988858.375000 Penalty: 3154.908936
	Iteration 19Q: 3 clusters Score -988858.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -988970.875000 Penalty: 3154.908936
	Iteration 20F: 3 clusters Score -988970.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -989084.500000 Penalty: 3154.908936
	Iteration 21Q: 3 clusters Score -989084.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -989192.000000 Penalty: 3154.908936
	Iteration 22Q: 3 clusters Score -989192 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -989286.062500 Penalty: 3154.908936
	Iteration 23Q: 3 clusters Score -989286.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -989375.625000 Penalty: 3154.908936
	Iteration 24Q: 3 clusters Score -989375.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -989453.875000 Penalty: 3154.908936
	Iteration 25Q: 3 clusters Score -989453.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -989544.625000 Penalty: 3154.908936
	Iteration 26Q: 3 clusters Score -989544.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -989624.187500 Penalty: 3154.908936
	Iteration 27Q: 3 clusters Score -989624.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -989687.250000 Penalty: 3154.908936
	Iteration 28Q: 3 clusters Score -989687.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -989744.562500 Penalty: 3154.908936
	Iteration 29Q: 3 clusters Score -989744.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -989794.687500 Penalty: 3154.908936
	Iteration 30Q: 3 clusters Score -989794.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -989835.187500 Penalty: 3154.908936
	Iteration 31Q: 3 clusters Score -989835.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -989870.812500 Penalty: 3154.908936
	Iteration 32Q: 3 clusters Score -989870.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -989900.687500 Penalty: 3154.908936
	Iteration 33Q: 3 clusters Score -989900.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -989925.187500 Penalty: 3154.908936
	Iteration 34Q: 3 clusters Score -989925.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -989950.562500 Penalty: 3154.908936
	Iteration 35Q: 3 clusters Score -989950.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -989976.312500 Penalty: 3154.908936
	Iteration 36Q: 3 clusters Score -989976.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -990001.062500 Penalty: 3154.908936
	Iteration 37Q: 3 clusters Score -990001.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -990024.625000 Penalty: 3154.908936
	Iteration 38Q: 3 clusters Score -990024.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -990045.250000 Penalty: 3154.908936
	Iteration 39Q: 3 clusters Score -990045.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -990063.625000 Penalty: 3154.908936
	Iteration 40F: 3 clusters Score -990063.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -990080.062500 Penalty: 3154.908936
	Iteration 41Q: 3 clusters Score -990080.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -990103.812500 Penalty: 3154.908936
	Iteration 42Q: 3 clusters Score -990103.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -990124.500000 Penalty: 3154.908936
	Iteration 43Q: 3 clusters Score -990124.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -990145.250000 Penalty: 3154.908936
	Iteration 44Q: 3 clusters Score -990145.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -990167.437500 Penalty: 3154.908936
	Iteration 45Q: 3 clusters Score -990167.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -990188.750000 Penalty: 3154.908936
	Iteration 46Q: 3 clusters Score -990188.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -990204.125000 Penalty: 3154.908936
	Iteration 47Q: 3 clusters Score -990204.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -990220.312500 Penalty: 3154.908936
	Iteration 48Q: 3 clusters Score -990220.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -990233.562500 Penalty: 3154.908936
	Iteration 49Q: 3 clusters Score -990233.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -990245.562500 Penalty: 3154.908936
	Iteration 50Q: 3 clusters Score -990245.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -990257.000000 Penalty: 3154.908936
	Iteration 51Q: 3 clusters Score -990257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -990276.375000 Penalty: 3154.908936
	Iteration 52Q: 3 clusters Score -990276.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -990295.062500 Penalty: 3154.908936
	Iteration 53Q: 3 clusters Score -990295.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -990311.125000 Penalty: 3154.908936
	Iteration 54Q: 3 clusters Score -990311.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -990326.062500 Penalty: 3154.908936
	Iteration 55Q: 3 clusters Score -990326.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -990345.500000 Penalty: 3154.908936
	Iteration 56Q: 3 clusters Score -990345.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -990361.062500 Penalty: 3154.908936
	Iteration 57Q: 3 clusters Score -990361.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -990372.750000 Penalty: 3154.908936
	Iteration 58Q: 3 clusters Score -990372.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -990384.000000 Penalty: 3154.908936
	Iteration 59Q: 3 clusters Score -990384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -990400.125000 Penalty: 3154.908936
	Iteration 60F: 3 clusters Score -990400.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -990414.687500 Penalty: 3154.908936
	Iteration 61Q: 3 clusters Score -990414.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -990424.125000 Penalty: 3154.908936
	Iteration 62Q: 3 clusters Score -990424.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -990439.125000 Penalty: 3154.908936
	Iteration 63Q: 3 clusters Score -990439.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -990446.125000 Penalty: 3154.908936
	Iteration 64Q: 3 clusters Score -990446.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -990456.250000 Penalty: 3154.908936
	Iteration 65Q: 3 clusters Score -990456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -990467.375000 Penalty: 3154.908936
	Iteration 66Q: 3 clusters Score -990467.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -990476.312500 Penalty: 3154.908936
	Iteration 67Q: 3 clusters Score -990476.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -990480.000000 Penalty: 3154.908936
	Iteration 68Q: 3 clusters Score -990480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -990492.250000 Penalty: 3154.908936
	Iteration 69Q: 3 clusters Score -990492.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -990499.437500 Penalty: 3154.908936
	Iteration 70Q: 3 clusters Score -990499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -990508.937500 Penalty: 3154.908936
	Iteration 71Q: 3 clusters Score -990508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -990515.562500 Penalty: 3154.908936
	Iteration 72Q: 3 clusters Score -990515.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -990522.062500 Penalty: 3154.908936
	Iteration 73Q: 3 clusters Score -990522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -990527.687500 Penalty: 3154.908936
	Iteration 74Q: 3 clusters Score -990527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -990535.125000 Penalty: 3154.908936
	Iteration 75Q: 3 clusters Score -990535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -990539.312500 Penalty: 3154.908936
	Iteration 76Q: 3 clusters Score -990539.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -990543.812500 Penalty: 3154.908936
	Iteration 77Q: 3 clusters Score -990543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -990547.000000 Penalty: 3154.908936
	Iteration 78Q: 3 clusters Score -990547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -990547.312500 Penalty: 3154.908936
	Iteration 79Q: 3 clusters Score -990547.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -990550.125000 Penalty: 3154.908936
	Iteration 80F: 3 clusters Score -990550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -990548.437500 Penalty: 3154.908936
	Iteration 81Q: 3 clusters Score -990548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -990554.875000 Penalty: 3154.908936
	Iteration 82Q: 3 clusters Score -990554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -990558.937500 Penalty: 3154.908936
	Iteration 83Q: 3 clusters Score -990558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -990565.937500 Penalty: 3154.908936
	Iteration 84Q: 3 clusters Score -990565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -990567.875000 Penalty: 3154.908936
	Iteration 85Q: 3 clusters Score -990567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -990574.250000 Penalty: 3154.908936
	Iteration 86Q: 3 clusters Score -990574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -990584.562500 Penalty: 3154.908936
	Iteration 87Q: 3 clusters Score -990584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -990590.312500 Penalty: 3154.908936
	Iteration 88Q: 3 clusters Score -990590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -990595.250000 Penalty: 3154.908936
	Iteration 89Q: 3 clusters Score -990595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -990603.187500 Penalty: 3154.908936
	Iteration 90Q: 3 clusters Score -990603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -990607.937500 Penalty: 3154.908936
	Iteration 91Q: 3 clusters Score -990607.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -990611.375000 Penalty: 3154.908936
	Iteration 92Q: 3 clusters Score -990611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -990612.437500 Penalty: 3154.908936
	Iteration 93Q: 3 clusters Score -990612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -990612.562500 Penalty: 3154.908936
	Iteration 94Q: 3 clusters Score -990612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -990613.812500 Penalty: 3154.908936
	Iteration 95Q: 3 clusters Score -990613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -990615.500000 Penalty: 3154.908936
	Iteration 96Q: 3 clusters Score -990615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -990616.375000 Penalty: 3154.908936
	Iteration 97Q: 3 clusters Score -990616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -990618.500000 Penalty: 3154.908936
	Iteration 98Q: 3 clusters Score -990618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -990620.937500 Penalty: 3154.908936
	Iteration 99Q: 3 clusters Score -990620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -990620.375000 Penalty: 3154.908936
	Iteration 100F: 3 clusters Score -990620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -990621.750000 Penalty: 3154.908936
	Iteration 101Q: 3 clusters Score -990621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -990622.562500 Penalty: 3154.908936
	Iteration 102Q: 3 clusters Score -990622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -990625.062500 Penalty: 3154.908936
	Iteration 103Q: 3 clusters Score -990625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -990625.187500 Penalty: 3154.908936
	Iteration 104Q: 3 clusters Score -990625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -990625.187500 Penalty: 3154.908936
	Iteration 105F: 3 clusters Score -990625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -30018.509766 Penalty: 1059.121582
	Iteration 0F: 2 clusters Score -30018.51 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 358 members 
Entering Unmasked Estep 
Score: -28806.703125 Penalty: 2118.243164
	Iteration 0F: 3 clusters Score -28806.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29032.859375 Penalty: 2118.243164
	Iteration 1F: 3 clusters Score -29032.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29101.857422 Penalty: 2118.243164
	Iteration 2F: 3 clusters Score -29101.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29141.632812 Penalty: 2118.243164
	Iteration 3Q: 3 clusters Score -29141.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29166.005859 Penalty: 2118.243164
	Iteration 4Q: 3 clusters Score -29166.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29191.339844 Penalty: 2118.243164
	Iteration 5Q: 3 clusters Score -29191.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29207.970703 Penalty: 2118.243164
	Iteration 6Q: 3 clusters Score -29207.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29224.736328 Penalty: 2118.243164
	Iteration 7Q: 3 clusters Score -29224.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29235.871094 Penalty: 2118.243164
	Iteration 8Q: 3 clusters Score -29235.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29241.212891 Penalty: 2118.243164
	Iteration 9Q: 3 clusters Score -29241.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29243.941406 Penalty: 2118.243164
	Iteration 10Q: 3 clusters Score -29243.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29245.808594 Penalty: 2118.243164
	Iteration 11Q: 3 clusters Score -29245.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29245.808594 Penalty: 2118.243164
	Iteration 12F: 3 clusters Score -29245.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -106571.476562 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -106571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -104591.710938 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -104591.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105000.875000 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -105000.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105107.781250 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -105107.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105163.671875 Penalty: 2441.600830
	Iteration 3Q: 3 clusters Score -105163.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -105197.789062 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -105197.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105222.367188 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -105222.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105235.328125 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -105235.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105248.468750 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -105248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105255.562500 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -105255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105264.125000 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -105264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105268.250000 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -105268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105273.757812 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -105273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105277.273438 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -105277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105281.328125 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -105281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105285.195312 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -105285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105287.937500 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -105287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105290.023438 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -105290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105290.640625 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -105290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105293.460938 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -105293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105295.476562 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -105295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -105300.023438 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -105300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105304.445312 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -105304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105306.812500 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -105306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105307.531250 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -105307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105307.531250 Penalty: 2441.600830
	Iteration 24F: 3 clusters Score -105307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Entering Unmasked Estep 
Score: -539357.125000 Penalty: 1486.348633
	Iteration 0F: 2 clusters Score -539357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -532629.562500 Penalty: 2972.697266
	Iteration 0F: 3 clusters Score -532629.6 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -534838.937500 Penalty: 2972.697266
	Iteration 1F: 3 clusters Score -534838.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -535075.000000 Penalty: 2972.697266
	Iteration 2F: 3 clusters Score -535075 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -535283.250000 Penalty: 2972.697266
	Iteration 3Q: 3 clusters Score -535283.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -535481.937500 Penalty: 2972.697266
	Iteration 4Q: 3 clusters Score -535481.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -535666.312500 Penalty: 2972.697266
	Iteration 5Q: 3 clusters Score -535666.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -535841.812500 Penalty: 2972.697266
	Iteration 6Q: 3 clusters Score -535841.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -536028.312500 Penalty: 2972.697266
	Iteration 7Q: 3 clusters Score -536028.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -536179.687500 Penalty: 2972.697266
	Iteration 8Q: 3 clusters Score -536179.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -536342.500000 Penalty: 2972.697266
	Iteration 9Q: 3 clusters Score -536342.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -536485.312500 Penalty: 2972.697266
	Iteration 10Q: 3 clusters Score -536485.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -536626.687500 Penalty: 2972.697266
	Iteration 11Q: 3 clusters Score -536626.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -536769.187500 Penalty: 2972.697266
	Iteration 12Q: 3 clusters Score -536769.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -536896.937500 Penalty: 2972.697266
	Iteration 13Q: 3 clusters Score -536896.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -536998.750000 Penalty: 2972.697266
	Iteration 14Q: 3 clusters Score -536998.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -537073.250000 Penalty: 2972.697266
	Iteration 15Q: 3 clusters Score -537073.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -537130.500000 Penalty: 2972.697266
	Iteration 16Q: 3 clusters Score -537130.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -537167.500000 Penalty: 2972.697266
	Iteration 17Q: 3 clusters Score -537167.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -537204.687500 Penalty: 2972.697266
	Iteration 18Q: 3 clusters Score -537204.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -537245.500000 Penalty: 2972.697266
	Iteration 19Q: 3 clusters Score -537245.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -537298.437500 Penalty: 2972.697266
	Iteration 20F: 3 clusters Score -537298.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -537361.687500 Penalty: 2972.697266
	Iteration 21Q: 3 clusters Score -537361.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -537444.437500 Penalty: 2972.697266
	Iteration 22Q: 3 clusters Score -537444.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -537543.062500 Penalty: 2972.697266
	Iteration 23Q: 3 clusters Score -537543.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -537637.250000 Penalty: 2972.697266
	Iteration 24Q: 3 clusters Score -537637.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -537734.687500 Penalty: 2972.697266
	Iteration 25Q: 3 clusters Score -537734.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -537839.312500 Penalty: 2972.697266
	Iteration 26Q: 3 clusters Score -537839.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -537934.875000 Penalty: 2972.697266
	Iteration 27Q: 3 clusters Score -537934.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -538028.250000 Penalty: 2972.697266
	Iteration 28Q: 3 clusters Score -538028.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -538129.187500 Penalty: 2972.697266
	Iteration 29Q: 3 clusters Score -538129.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -538266.875000 Penalty: 2972.697266
	Iteration 30Q: 3 clusters Score -538266.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -538442.375000 Penalty: 2972.697266
	Iteration 31Q: 3 clusters Score -538442.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -538652.500000 Penalty: 2972.697266
	Iteration 32Q: 3 clusters Score -538652.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -538909.000000 Penalty: 2972.697266
	Iteration 33Q: 3 clusters Score -538909 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -539151.250000 Penalty: 2972.697266
	Iteration 34Q: 3 clusters Score -539151.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -539345.875000 Penalty: 2972.697266
	Iteration 35Q: 3 clusters Score -539345.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -539464.312500 Penalty: 2972.697266
	Iteration 36Q: 3 clusters Score -539464.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -539516.312500 Penalty: 2972.697266
	Iteration 37Q: 3 clusters Score -539516.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -539549.937500 Penalty: 2972.697266
	Iteration 38Q: 3 clusters Score -539549.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -539568.312500 Penalty: 2972.697266
	Iteration 39Q: 3 clusters Score -539568.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -539626.937500 Penalty: 2972.697266
	Iteration 40F: 3 clusters Score -539626.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -539644.687500 Penalty: 2972.697266
	Iteration 41Q: 3 clusters Score -539644.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -539653.750000 Penalty: 2972.697266
	Iteration 42Q: 3 clusters Score -539653.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -539663.812500 Penalty: 2972.697266
	Iteration 43Q: 3 clusters Score -539663.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -539671.187500 Penalty: 2972.697266
	Iteration 44Q: 3 clusters Score -539671.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -539673.625000 Penalty: 2972.697266
	Iteration 45Q: 3 clusters Score -539673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -539675.500000 Penalty: 2972.697266
	Iteration 46Q: 3 clusters Score -539675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -539678.562500 Penalty: 2972.697266
	Iteration 47Q: 3 clusters Score -539678.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -539678.562500 Penalty: 2972.697266
	Iteration 48Q: 3 clusters Score -539678.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -539678.125000 Penalty: 2972.697266
	Iteration 49Q: 3 clusters Score -539678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -539678.875000 Penalty: 2972.697266
	Iteration 50Q: 3 clusters Score -539678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -539679.687500 Penalty: 2972.697266
	Iteration 51Q: 3 clusters Score -539679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -539678.687500 Penalty: 2972.697266
	Iteration 52Q: 3 clusters Score -539678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -539678.687500 Penalty: 2972.697266
	Iteration 53F: 3 clusters Score -539678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55673 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35283 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 77225 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21472 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63338 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31282 members 
Mstep: Class 45 contains 1090 members 
Mstep: Class 46 contains 3833 members 
Entering Unmasked Estep 
Score: -30938918.000000 Penalty: 98796.632812
Splitting cluster 20 changes total score from -30939376.000000 to -30938918.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -71380.679688 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -71380.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -69766.757812 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -69766.76 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -70160.226562 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -70160.23 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -70373.289062 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -70373.29 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70608.882812 Penalty: 2340.380615
	Iteration 3F: 3 clusters Score -70608.88 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -70811.726562 Penalty: 2340.380615
	Iteration 4F: 3 clusters Score -70811.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70939.625000 Penalty: 2340.380615
	Iteration 5Q: 3 clusters Score -70939.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71011.531250 Penalty: 2340.380615
	Iteration 6Q: 3 clusters Score -71011.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71044.476562 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -71044.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71060.023438 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -71060.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71071.921875 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -71071.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71080.367188 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -71080.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71084.625000 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -71084.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71088.390625 Penalty: 2340.380615
	Iteration 12Q: 3 clusters Score -71088.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71091.820312 Penalty: 2340.380615
	Iteration 13Q: 3 clusters Score -71091.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71095.039062 Penalty: 2340.380615
	Iteration 14Q: 3 clusters Score -71095.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71097.085938 Penalty: 2340.380615
	Iteration 15Q: 3 clusters Score -71097.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71099.625000 Penalty: 2340.380615
	Iteration 16Q: 3 clusters Score -71099.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71099.625000 Penalty: 2340.380615
	Iteration 17F: 3 clusters Score -71099.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -301340.656250 Penalty: 1380.893555
	Iteration 0F: 2 clusters Score -301340.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -297429.187500 Penalty: 2761.787109
	Iteration 0F: 3 clusters Score -297429.2 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -298440.750000 Penalty: 2761.787109
	Iteration 1F: 3 clusters Score -298440.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -298610.375000 Penalty: 2761.787109
	Iteration 2F: 3 clusters Score -298610.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -298724.406250 Penalty: 2761.787109
	Iteration 3F: 3 clusters Score -298724.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -298807.312500 Penalty: 2761.787109
	Iteration 4Q: 3 clusters Score -298807.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -298875.593750 Penalty: 2761.787109
	Iteration 5Q: 3 clusters Score -298875.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -298945.281250 Penalty: 2761.787109
	Iteration 6Q: 3 clusters Score -298945.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -299012.125000 Penalty: 2761.787109
	Iteration 7Q: 3 clusters Score -299012.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -299061.375000 Penalty: 2761.787109
	Iteration 8Q: 3 clusters Score -299061.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -299125.625000 Penalty: 2761.787109
	Iteration 9Q: 3 clusters Score -299125.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -299202.343750 Penalty: 2761.787109
	Iteration 10Q: 3 clusters Score -299202.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299282.718750 Penalty: 2761.787109
	Iteration 11Q: 3 clusters Score -299282.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -299374.437500 Penalty: 2761.787109
	Iteration 12Q: 3 clusters Score -299374.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -299482.062500 Penalty: 2761.787109
	Iteration 13Q: 3 clusters Score -299482.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -299591.125000 Penalty: 2761.787109
	Iteration 14Q: 3 clusters Score -299591.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -299712.093750 Penalty: 2761.787109
	Iteration 15Q: 3 clusters Score -299712.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -299816.156250 Penalty: 2761.787109
	Iteration 16Q: 3 clusters Score -299816.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -299916.718750 Penalty: 2761.787109
	Iteration 17Q: 3 clusters Score -299916.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -300012.000000 Penalty: 2761.787109
	Iteration 18Q: 3 clusters Score -300012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -300088.875000 Penalty: 2761.787109
	Iteration 19Q: 3 clusters Score -300088.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -300135.093750 Penalty: 2761.787109
	Iteration 20F: 3 clusters Score -300135.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -300166.718750 Penalty: 2761.787109
	Iteration 21Q: 3 clusters Score -300166.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -300189.031250 Penalty: 2761.787109
	Iteration 22Q: 3 clusters Score -300189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -300202.093750 Penalty: 2761.787109
	Iteration 23Q: 3 clusters Score -300202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -300211.687500 Penalty: 2761.787109
	Iteration 24Q: 3 clusters Score -300211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -300215.531250 Penalty: 2761.787109
	Iteration 25Q: 3 clusters Score -300215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -300219.937500 Penalty: 2761.787109
	Iteration 26Q: 3 clusters Score -300219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -300223.468750 Penalty: 2761.787109
	Iteration 27Q: 3 clusters Score -300223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -300226.218750 Penalty: 2761.787109
	Iteration 28Q: 3 clusters Score -300226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -300228.062500 Penalty: 2761.787109
	Iteration 29Q: 3 clusters Score -300228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -300230.968750 Penalty: 2761.787109
	Iteration 30Q: 3 clusters Score -300231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -300240.218750 Penalty: 2761.787109
	Iteration 31Q: 3 clusters Score -300240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -300247.281250 Penalty: 2761.787109
	Iteration 32Q: 3 clusters Score -300247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -300251.968750 Penalty: 2761.787109
	Iteration 33Q: 3 clusters Score -300252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -300257.625000 Penalty: 2761.787109
	Iteration 34Q: 3 clusters Score -300257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -300263.906250 Penalty: 2761.787109
	Iteration 35Q: 3 clusters Score -300263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -300269.250000 Penalty: 2761.787109
	Iteration 36Q: 3 clusters Score -300269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -300272.125000 Penalty: 2761.787109
	Iteration 37Q: 3 clusters Score -300272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -300274.500000 Penalty: 2761.787109
	Iteration 38Q: 3 clusters Score -300274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -300277.250000 Penalty: 2761.787109
	Iteration 39Q: 3 clusters Score -300277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -300280.812500 Penalty: 2761.787109
	Iteration 40F: 3 clusters Score -300280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -300283.125000 Penalty: 2761.787109
	Iteration 41Q: 3 clusters Score -300283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -300285.718750 Penalty: 2761.787109
	Iteration 42Q: 3 clusters Score -300285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -300286.718750 Penalty: 2761.787109
	Iteration 43Q: 3 clusters Score -300286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -300289.000000 Penalty: 2761.787109
	Iteration 44Q: 3 clusters Score -300289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -300291.093750 Penalty: 2761.787109
	Iteration 45Q: 3 clusters Score -300291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -300295.875000 Penalty: 2761.787109
	Iteration 46Q: 3 clusters Score -300295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -300297.968750 Penalty: 2761.787109
	Iteration 47Q: 3 clusters Score -300298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -300299.625000 Penalty: 2761.787109
	Iteration 48Q: 3 clusters Score -300299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -300300.187500 Penalty: 2761.787109
	Iteration 49Q: 3 clusters Score -300300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -300300.906250 Penalty: 2761.787109
	Iteration 50Q: 3 clusters Score -300300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -300300.906250 Penalty: 2761.787109
	Iteration 51F: 3 clusters Score -300300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -54105.296875 Penalty: 1112.973267
	Iteration 0F: 2 clusters Score -54105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52734.617188 Penalty: 2225.946533
	Iteration 0F: 3 clusters Score -52734.62 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -52993.218750 Penalty: 2225.946533
	Iteration 1F: 3 clusters Score -52993.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -53035.785156 Penalty: 2225.946533
	Iteration 2F: 3 clusters Score -53035.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53051.085938 Penalty: 2225.946533
	Iteration 3Q: 3 clusters Score -53051.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -53063.046875 Penalty: 2225.946533
	Iteration 4Q: 3 clusters Score -53063.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53070.886719 Penalty: 2225.946533
	Iteration 5Q: 3 clusters Score -53070.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53072.789062 Penalty: 2225.946533
	Iteration 6Q: 3 clusters Score -53072.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53073.718750 Penalty: 2225.946533
	Iteration 7Q: 3 clusters Score -53073.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53073.718750 Penalty: 2225.946533
	Iteration 8F: 3 clusters Score -53073.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -357013.750000 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -357013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -352366.156250 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -352366.2 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -353780.531250 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -353780.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -354159.093750 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -354159.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -354732.968750 Penalty: 2837.736816
	Iteration 3F: 3 clusters Score -354733 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -355564.875000 Penalty: 2837.736816
	Iteration 4F: 3 clusters Score -355564.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -356388.281250 Penalty: 2837.736816
	Iteration 5F: 3 clusters Score -356388.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -356858.875000 Penalty: 2837.736816
	Iteration 6F: 3 clusters Score -356858.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -357074.906250 Penalty: 2837.736816
	Iteration 7Q: 3 clusters Score -357074.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -357183.281250 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -357183.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -357233.062500 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -357233.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -357252.375000 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -357252.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -357264.218750 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -357264.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -357270.562500 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -357270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -357277.687500 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -357277.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -357281.781250 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -357281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -357284.187500 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -357284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -357286.500000 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -357286.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -357287.968750 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -357288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -357288.593750 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -357288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -357289.656250 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -357289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -357291.125000 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -357291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -357291.250000 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -357291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -357290.812500 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -357290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -357291.031250 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -357291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -357291.031250 Penalty: 2837.736816
	Iteration 24F: 3 clusters Score -357291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55673 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35283 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 77225 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21472 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63338 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31282 members 
Mstep: Class 45 contains 1090 members 
Mstep: Class 46 contains 2316 members 
Entering Unmasked Estep 
Score: -30938872.000000 Penalty: 98796.632812
Splitting cluster 24 changes total score from -30939376.000000 to -30938872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -148793.265625 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -148793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -146356.500000 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -146356.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -146913.765625 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -146913.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -147041.390625 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -147041.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -147127.359375 Penalty: 2553.052002
	Iteration 3Q: 3 clusters Score -147127.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147215.937500 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -147215.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -147302.453125 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -147302.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -147364.078125 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -147364.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -147406.390625 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -147406.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -147441.718750 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -147441.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -147478.734375 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -147478.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -147510.859375 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -147510.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -147536.468750 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -147536.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -147557.015625 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -147557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -147577.000000 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -147577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -147598.656250 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -147598.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -147615.640625 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -147615.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -147630.656250 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -147630.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147644.468750 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -147644.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -147659.046875 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -147659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -147676.312500 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -147676.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -147692.437500 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -147692.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -147703.859375 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -147703.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -147717.312500 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -147717.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -147729.937500 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -147729.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147743.156250 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -147743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147752.703125 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -147752.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -147769.000000 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -147769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -147788.093750 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -147788.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -147802.921875 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -147802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -147816.859375 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -147816.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147830.156250 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -147830.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147838.046875 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -147838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147842.937500 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -147842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147846.640625 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -147846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147848.812500 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -147848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -147851.171875 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -147851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -147852.703125 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -147852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -147853.671875 Penalty: 2553.052002
	Iteration 37Q: 3 clusters Score -147853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -147854.218750 Penalty: 2553.052002
	Iteration 38Q: 3 clusters Score -147854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147854.609375 Penalty: 2553.052002
	Iteration 39Q: 3 clusters Score -147854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -147854.984375 Penalty: 2553.052002
	Iteration 40F: 3 clusters Score -147855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147855.203125 Penalty: 2553.052002
	Iteration 41Q: 3 clusters Score -147855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147855.828125 Penalty: 2553.052002
	Iteration 42Q: 3 clusters Score -147855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147857.140625 Penalty: 2553.052002
	Iteration 43Q: 3 clusters Score -147857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -147858.781250 Penalty: 2553.052002
	Iteration 44Q: 3 clusters Score -147858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147861.421875 Penalty: 2553.052002
	Iteration 45Q: 3 clusters Score -147861.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147868.906250 Penalty: 2553.052002
	Iteration 46Q: 3 clusters Score -147868.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147877.828125 Penalty: 2553.052002
	Iteration 47Q: 3 clusters Score -147877.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147889.703125 Penalty: 2553.052002
	Iteration 48Q: 3 clusters Score -147889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147902.453125 Penalty: 2553.052002
	Iteration 49Q: 3 clusters Score -147902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147909.109375 Penalty: 2553.052002
	Iteration 50Q: 3 clusters Score -147909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147915.703125 Penalty: 2553.052002
	Iteration 51Q: 3 clusters Score -147915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -147928.406250 Penalty: 2553.052002
	Iteration 52Q: 3 clusters Score -147928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -147937.687500 Penalty: 2553.052002
	Iteration 53Q: 3 clusters Score -147937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -147943.359375 Penalty: 2553.052002
	Iteration 54Q: 3 clusters Score -147943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147950.125000 Penalty: 2553.052002
	Iteration 55Q: 3 clusters Score -147950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -147954.171875 Penalty: 2553.052002
	Iteration 56Q: 3 clusters Score -147954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147956.171875 Penalty: 2553.052002
	Iteration 57Q: 3 clusters Score -147956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147961.468750 Penalty: 2553.052002
	Iteration 58Q: 3 clusters Score -147961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147964.281250 Penalty: 2553.052002
	Iteration 59Q: 3 clusters Score -147964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147965.546875 Penalty: 2553.052002
	Iteration 60F: 3 clusters Score -147965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147966.984375 Penalty: 2553.052002
	Iteration 61Q: 3 clusters Score -147967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -147968.687500 Penalty: 2553.052002
	Iteration 62Q: 3 clusters Score -147968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -147970.265625 Penalty: 2553.052002
	Iteration 63Q: 3 clusters Score -147970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147972.765625 Penalty: 2553.052002
	Iteration 64Q: 3 clusters Score -147972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147974.671875 Penalty: 2553.052002
	Iteration 65Q: 3 clusters Score -147974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147975.765625 Penalty: 2553.052002
	Iteration 66Q: 3 clusters Score -147975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147976.687500 Penalty: 2553.052002
	Iteration 67Q: 3 clusters Score -147976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147976.687500 Penalty: 2553.052002
	Iteration 68F: 3 clusters Score -147976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -86698.312500 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -86698.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -84948.414062 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -84948.41 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85403.562500 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -85403.56 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85525.296875 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -85525.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85668.476562 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -85668.48 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85911.156250 Penalty: 2389.334961
	Iteration 4F: 3 clusters Score -85911.16 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86116.804688 Penalty: 2389.334961
	Iteration 5F: 3 clusters Score -86116.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86287.656250 Penalty: 2389.334961
	Iteration 6F: 3 clusters Score -86287.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86396.250000 Penalty: 2389.334961
	Iteration 7Q: 3 clusters Score -86396.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -86440.250000 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -86440.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86456.523438 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -86456.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86469.046875 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -86469.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86473.054688 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -86473.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86473.054688 Penalty: 2389.334961
	Iteration 12F: 3 clusters Score -86473.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -266698.531250 Penalty: 1367.966675
	Iteration 0F: 2 clusters Score -266698.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -263062.906250 Penalty: 2735.933350
	Iteration 0F: 3 clusters Score -263062.9 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -263992.531250 Penalty: 2735.933350
	Iteration 1F: 3 clusters Score -263992.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -264157.812500 Penalty: 2735.933350
	Iteration 2F: 3 clusters Score -264157.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -264276.531250 Penalty: 2735.933350
	Iteration 3F: 3 clusters Score -264276.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -264353.718750 Penalty: 2735.933350
	Iteration 4Q: 3 clusters Score -264353.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -264418.031250 Penalty: 2735.933350
	Iteration 5Q: 3 clusters Score -264418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -264466.875000 Penalty: 2735.933350
	Iteration 6Q: 3 clusters Score -264466.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -264503.781250 Penalty: 2735.933350
	Iteration 7Q: 3 clusters Score -264503.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -264538.000000 Penalty: 2735.933350
	Iteration 8Q: 3 clusters Score -264538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -264566.281250 Penalty: 2735.933350
	Iteration 9Q: 3 clusters Score -264566.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -264589.625000 Penalty: 2735.933350
	Iteration 10Q: 3 clusters Score -264589.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -264616.593750 Penalty: 2735.933350
	Iteration 11Q: 3 clusters Score -264616.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -264651.093750 Penalty: 2735.933350
	Iteration 12Q: 3 clusters Score -264651.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -264697.562500 Penalty: 2735.933350
	Iteration 13Q: 3 clusters Score -264697.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -264741.343750 Penalty: 2735.933350
	Iteration 14Q: 3 clusters Score -264741.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -264782.125000 Penalty: 2735.933350
	Iteration 15Q: 3 clusters Score -264782.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -264825.281250 Penalty: 2735.933350
	Iteration 16Q: 3 clusters Score -264825.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -264872.406250 Penalty: 2735.933350
	Iteration 17Q: 3 clusters Score -264872.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264920.562500 Penalty: 2735.933350
	Iteration 18Q: 3 clusters Score -264920.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -264968.468750 Penalty: 2735.933350
	Iteration 19Q: 3 clusters Score -264968.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -265026.562500 Penalty: 2735.933350
	Iteration 20F: 3 clusters Score -265026.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -265088.093750 Penalty: 2735.933350
	Iteration 21Q: 3 clusters Score -265088.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -265141.531250 Penalty: 2735.933350
	Iteration 22Q: 3 clusters Score -265141.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -265185.625000 Penalty: 2735.933350
	Iteration 23Q: 3 clusters Score -265185.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -265237.656250 Penalty: 2735.933350
	Iteration 24Q: 3 clusters Score -265237.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -265294.000000 Penalty: 2735.933350
	Iteration 25Q: 3 clusters Score -265294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -265346.375000 Penalty: 2735.933350
	Iteration 26Q: 3 clusters Score -265346.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -265387.937500 Penalty: 2735.933350
	Iteration 27Q: 3 clusters Score -265387.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -265419.625000 Penalty: 2735.933350
	Iteration 28Q: 3 clusters Score -265419.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -265449.531250 Penalty: 2735.933350
	Iteration 29Q: 3 clusters Score -265449.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -265470.062500 Penalty: 2735.933350
	Iteration 30Q: 3 clusters Score -265470.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -265489.375000 Penalty: 2735.933350
	Iteration 31Q: 3 clusters Score -265489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -265503.375000 Penalty: 2735.933350
	Iteration 32Q: 3 clusters Score -265503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -265520.250000 Penalty: 2735.933350
	Iteration 33Q: 3 clusters Score -265520.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -265536.937500 Penalty: 2735.933350
	Iteration 34Q: 3 clusters Score -265536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -265543.625000 Penalty: 2735.933350
	Iteration 35Q: 3 clusters Score -265543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -265548.156250 Penalty: 2735.933350
	Iteration 36Q: 3 clusters Score -265548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -265553.843750 Penalty: 2735.933350
	Iteration 37Q: 3 clusters Score -265553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -265557.093750 Penalty: 2735.933350
	Iteration 38Q: 3 clusters Score -265557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -265559.906250 Penalty: 2735.933350
	Iteration 39Q: 3 clusters Score -265559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -265562.062500 Penalty: 2735.933350
	Iteration 40F: 3 clusters Score -265562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -265564.125000 Penalty: 2735.933350
	Iteration 41Q: 3 clusters Score -265564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -265564.156250 Penalty: 2735.933350
	Iteration 42Q: 3 clusters Score -265564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -265564.156250 Penalty: 2735.933350
	Iteration 43F: 3 clusters Score -265564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -270603.031250 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -270603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -266998.406250 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -266998.4 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -267904.656250 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -267904.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -268053.000000 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -268053 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -268146.437500 Penalty: 2724.095215
	Iteration 3Q: 3 clusters Score -268146.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -268212.781250 Penalty: 2724.095215
	Iteration 4Q: 3 clusters Score -268212.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268262.031250 Penalty: 2724.095215
	Iteration 5Q: 3 clusters Score -268262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -268299.218750 Penalty: 2724.095215
	Iteration 6Q: 3 clusters Score -268299.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -268325.968750 Penalty: 2724.095215
	Iteration 7Q: 3 clusters Score -268326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -268357.343750 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -268357.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -268388.718750 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -268388.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -268424.718750 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -268424.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -268458.500000 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -268458.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -268489.875000 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -268489.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -268531.531250 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -268531.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -268575.968750 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -268576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -268629.781250 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -268629.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -268683.250000 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -268683.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -268736.093750 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -268736.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -268790.656250 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -268790.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -268837.500000 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -268837.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -268890.781250 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -268890.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -268947.187500 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -268947.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -269006.125000 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -269006.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -269065.718750 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -269065.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -269126.593750 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -269126.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -269182.156250 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -269182.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -269237.843750 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -269237.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -269300.031250 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -269300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -269344.406250 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -269344.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -269380.312500 Penalty: 2724.095215
	Iteration 29Q: 3 clusters Score -269380.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -269419.781250 Penalty: 2724.095215
	Iteration 30Q: 3 clusters Score -269419.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -269460.343750 Penalty: 2724.095215
	Iteration 31Q: 3 clusters Score -269460.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -269493.156250 Penalty: 2724.095215
	Iteration 32Q: 3 clusters Score -269493.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -269514.218750 Penalty: 2724.095215
	Iteration 33Q: 3 clusters Score -269514.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -269526.187500 Penalty: 2724.095215
	Iteration 34Q: 3 clusters Score -269526.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -269538.750000 Penalty: 2724.095215
	Iteration 35Q: 3 clusters Score -269538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -269543.562500 Penalty: 2724.095215
	Iteration 36Q: 3 clusters Score -269543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -269548.968750 Penalty: 2724.095215
	Iteration 37Q: 3 clusters Score -269549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -269556.125000 Penalty: 2724.095215
	Iteration 38Q: 3 clusters Score -269556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -269561.343750 Penalty: 2724.095215
	Iteration 39Q: 3 clusters Score -269561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -269562.531250 Penalty: 2724.095215
	Iteration 40F: 3 clusters Score -269562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -269562.312500 Penalty: 2724.095215
	Iteration 41Q: 3 clusters Score -269562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -269562.312500 Penalty: 2724.095215
	Iteration 42F: 3 clusters Score -269562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Entering Unmasked Estep 
Score: -4679491.500000 Penalty: 1828.852783
	Iteration 0F: 2 clusters Score -4679492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4628042.000000 Penalty: 3657.705566
	Iteration 0F: 3 clusters Score -4628042 nChanged 36633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -4649141.500000 Penalty: 3657.705566
	Iteration 1F: 3 clusters Score -4649142 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -4650127.000000 Penalty: 3657.705566
	Iteration 2Q: 3 clusters Score -4650127 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -4651666.000000 Penalty: 3657.705566
	Iteration 3Q: 3 clusters Score -4651666 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -4654531.000000 Penalty: 3657.705566
	Iteration 4F: 3 clusters Score -4654531 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -4659373.000000 Penalty: 3657.705566
	Iteration 5F: 3 clusters Score -4659373 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -4665367.000000 Penalty: 3657.705566
	Iteration 6F: 3 clusters Score -4665367 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -4670704.000000 Penalty: 3657.705566
	Iteration 7F: 3 clusters Score -4670704 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -4674261.000000 Penalty: 3657.705566
	Iteration 8Q: 3 clusters Score -4674261 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -4676176.000000 Penalty: 3657.705566
	Iteration 9Q: 3 clusters Score -4676176 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -4677130.500000 Penalty: 3657.705566
	Iteration 10Q: 3 clusters Score -4677130 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -4677574.500000 Penalty: 3657.705566
	Iteration 11Q: 3 clusters Score -4677574 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -4677721.000000 Penalty: 3657.705566
	Iteration 12Q: 3 clusters Score -4677721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -4677808.000000 Penalty: 3657.705566
	Iteration 13Q: 3 clusters Score -4677808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -4677847.500000 Penalty: 3657.705566
	Iteration 14Q: 3 clusters Score -4677848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -4677864.000000 Penalty: 3657.705566
	Iteration 15Q: 3 clusters Score -4677864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -4677876.500000 Penalty: 3657.705566
	Iteration 16Q: 3 clusters Score -4677876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -4677877.500000 Penalty: 3657.705566
	Iteration 17Q: 3 clusters Score -4677878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -4677884.500000 Penalty: 3657.705566
	Iteration 18Q: 3 clusters Score -4677884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -4677897.500000 Penalty: 3657.705566
	Iteration 19Q: 3 clusters Score -4677898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -4677899.000000 Penalty: 3657.705566
	Iteration 20F: 3 clusters Score -4677899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -4677900.000000 Penalty: 3657.705566
	Iteration 21Q: 3 clusters Score -4677900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -4677900.000000 Penalty: 3657.705566
	Iteration 22F: 3 clusters Score -4677900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Entering Unmasked Estep 
Score: -1118893.750000 Penalty: 1622.693237
	Iteration 0F: 2 clusters Score -1118894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1104237.500000 Penalty: 3245.386475
	Iteration 0F: 3 clusters Score -1104238 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1110032.375000 Penalty: 3245.386475
	Iteration 1F: 3 clusters Score -1110032 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1110880.375000 Penalty: 3245.386475
	Iteration 2F: 3 clusters Score -1110880 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1111801.125000 Penalty: 3245.386475
	Iteration 3F: 3 clusters Score -1111801 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1112603.625000 Penalty: 3245.386475
	Iteration 4F: 3 clusters Score -1112604 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1113330.125000 Penalty: 3245.386475
	Iteration 5F: 3 clusters Score -1113330 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1113932.000000 Penalty: 3245.386475
	Iteration 6Q: 3 clusters Score -1113932 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1114473.625000 Penalty: 3245.386475
	Iteration 7Q: 3 clusters Score -1114474 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1114967.250000 Penalty: 3245.386475
	Iteration 8Q: 3 clusters Score -1114967 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1115382.125000 Penalty: 3245.386475
	Iteration 9Q: 3 clusters Score -1115382 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1115765.500000 Penalty: 3245.386475
	Iteration 10Q: 3 clusters Score -1115766 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1116044.500000 Penalty: 3245.386475
	Iteration 11Q: 3 clusters Score -1116044 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1116276.500000 Penalty: 3245.386475
	Iteration 12Q: 3 clusters Score -1116276 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1116466.375000 Penalty: 3245.386475
	Iteration 13Q: 3 clusters Score -1116466 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1116626.250000 Penalty: 3245.386475
	Iteration 14Q: 3 clusters Score -1116626 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1116752.000000 Penalty: 3245.386475
	Iteration 15Q: 3 clusters Score -1116752 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1116837.875000 Penalty: 3245.386475
	Iteration 16Q: 3 clusters Score -1116838 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1116898.000000 Penalty: 3245.386475
	Iteration 17Q: 3 clusters Score -1116898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1116956.500000 Penalty: 3245.386475
	Iteration 18Q: 3 clusters Score -1116956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1116999.125000 Penalty: 3245.386475
	Iteration 19Q: 3 clusters Score -1116999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1117044.000000 Penalty: 3245.386475
	Iteration 20F: 3 clusters Score -1117044 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1117085.125000 Penalty: 3245.386475
	Iteration 21Q: 3 clusters Score -1117085 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1117122.250000 Penalty: 3245.386475
	Iteration 22Q: 3 clusters Score -1117122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1117162.750000 Penalty: 3245.386475
	Iteration 23Q: 3 clusters Score -1117163 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1117205.250000 Penalty: 3245.386475
	Iteration 24Q: 3 clusters Score -1117205 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1117249.875000 Penalty: 3245.386475
	Iteration 25Q: 3 clusters Score -1117250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1117290.500000 Penalty: 3245.386475
	Iteration 26Q: 3 clusters Score -1117290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1117334.250000 Penalty: 3245.386475
	Iteration 27Q: 3 clusters Score -1117334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1117379.250000 Penalty: 3245.386475
	Iteration 28Q: 3 clusters Score -1117379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1117418.750000 Penalty: 3245.386475
	Iteration 29Q: 3 clusters Score -1117419 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1117451.625000 Penalty: 3245.386475
	Iteration 30Q: 3 clusters Score -1117452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1117481.125000 Penalty: 3245.386475
	Iteration 31Q: 3 clusters Score -1117481 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1117509.500000 Penalty: 3245.386475
	Iteration 32Q: 3 clusters Score -1117510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1117541.750000 Penalty: 3245.386475
	Iteration 33Q: 3 clusters Score -1117542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1117570.125000 Penalty: 3245.386475
	Iteration 34Q: 3 clusters Score -1117570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1117605.750000 Penalty: 3245.386475
	Iteration 35Q: 3 clusters Score -1117606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1117640.875000 Penalty: 3245.386475
	Iteration 36Q: 3 clusters Score -1117641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1117681.875000 Penalty: 3245.386475
	Iteration 37Q: 3 clusters Score -1117682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1117720.000000 Penalty: 3245.386475
	Iteration 38Q: 3 clusters Score -1117720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1117755.875000 Penalty: 3245.386475
	Iteration 39Q: 3 clusters Score -1117756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1117793.875000 Penalty: 3245.386475
	Iteration 40F: 3 clusters Score -1117794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1117839.500000 Penalty: 3245.386475
	Iteration 41Q: 3 clusters Score -1117840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1117879.750000 Penalty: 3245.386475
	Iteration 42Q: 3 clusters Score -1117880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1117910.750000 Penalty: 3245.386475
	Iteration 43Q: 3 clusters Score -1117911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1117933.375000 Penalty: 3245.386475
	Iteration 44Q: 3 clusters Score -1117933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1117955.875000 Penalty: 3245.386475
	Iteration 45Q: 3 clusters Score -1117956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1117966.750000 Penalty: 3245.386475
	Iteration 46Q: 3 clusters Score -1117967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1117975.875000 Penalty: 3245.386475
	Iteration 47Q: 3 clusters Score -1117976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1117979.500000 Penalty: 3245.386475
	Iteration 48Q: 3 clusters Score -1117980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1117984.750000 Penalty: 3245.386475
	Iteration 49Q: 3 clusters Score -1117985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1117988.875000 Penalty: 3245.386475
	Iteration 50Q: 3 clusters Score -1117989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1117996.250000 Penalty: 3245.386475
	Iteration 51Q: 3 clusters Score -1117996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1117999.750000 Penalty: 3245.386475
	Iteration 52Q: 3 clusters Score -1118000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1118006.000000 Penalty: 3245.386475
	Iteration 53Q: 3 clusters Score -1118006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1118011.625000 Penalty: 3245.386475
	Iteration 54Q: 3 clusters Score -1118012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1118020.500000 Penalty: 3245.386475
	Iteration 55Q: 3 clusters Score -1118020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1118023.875000 Penalty: 3245.386475
	Iteration 56Q: 3 clusters Score -1118024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1118029.250000 Penalty: 3245.386475
	Iteration 57Q: 3 clusters Score -1118029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1118033.125000 Penalty: 3245.386475
	Iteration 58Q: 3 clusters Score -1118033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1118034.125000 Penalty: 3245.386475
	Iteration 59Q: 3 clusters Score -1118034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1118033.625000 Penalty: 3245.386475
	Iteration 60F: 3 clusters Score -1118034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1118035.875000 Penalty: 3245.386475
	Iteration 61Q: 3 clusters Score -1118036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1118035.375000 Penalty: 3245.386475
	Iteration 62Q: 3 clusters Score -1118035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1118035.375000 Penalty: 3245.386475
	Iteration 63F: 3 clusters Score -1118035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -304081.500000 Penalty: 1395.463135
	Iteration 0F: 2 clusters Score -304081.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -299958.593750 Penalty: 2790.926270
	Iteration 0F: 3 clusters Score -299958.6 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -301353.750000 Penalty: 2790.926270
	Iteration 1F: 3 clusters Score -301353.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -301833.406250 Penalty: 2790.926270
	Iteration 2F: 3 clusters Score -301833.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -302230.281250 Penalty: 2790.926270
	Iteration 3F: 3 clusters Score -302230.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -302508.125000 Penalty: 2790.926270
	Iteration 4F: 3 clusters Score -302508.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -302695.468750 Penalty: 2790.926270
	Iteration 5F: 3 clusters Score -302695.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -302805.656250 Penalty: 2790.926270
	Iteration 6Q: 3 clusters Score -302805.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -302849.937500 Penalty: 2790.926270
	Iteration 7Q: 3 clusters Score -302849.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -302877.656250 Penalty: 2790.926270
	Iteration 8Q: 3 clusters Score -302877.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -302900.031250 Penalty: 2790.926270
	Iteration 9Q: 3 clusters Score -302900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -302919.343750 Penalty: 2790.926270
	Iteration 10Q: 3 clusters Score -302919.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -302927.750000 Penalty: 2790.926270
	Iteration 11Q: 3 clusters Score -302927.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -302934.281250 Penalty: 2790.926270
	Iteration 12Q: 3 clusters Score -302934.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -302938.968750 Penalty: 2790.926270
	Iteration 13Q: 3 clusters Score -302939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -302942.781250 Penalty: 2790.926270
	Iteration 14Q: 3 clusters Score -302942.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -302945.468750 Penalty: 2790.926270
	Iteration 15Q: 3 clusters Score -302945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -302947.375000 Penalty: 2790.926270
	Iteration 16Q: 3 clusters Score -302947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -302949.000000 Penalty: 2790.926270
	Iteration 17Q: 3 clusters Score -302949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -302951.093750 Penalty: 2790.926270
	Iteration 18Q: 3 clusters Score -302951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -302951.500000 Penalty: 2790.926270
	Iteration 19Q: 3 clusters Score -302951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -302952.468750 Penalty: 2790.926270
	Iteration 20F: 3 clusters Score -302952.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -302952.906250 Penalty: 2790.926270
	Iteration 21Q: 3 clusters Score -302952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -302954.156250 Penalty: 2790.926270
	Iteration 22Q: 3 clusters Score -302954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -302954.437500 Penalty: 2790.926270
	Iteration 23Q: 3 clusters Score -302954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -302954.781250 Penalty: 2790.926270
	Iteration 24Q: 3 clusters Score -302954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -302954.781250 Penalty: 2790.926270
	Iteration 25F: 3 clusters Score -302954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -104770.789062 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -104770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -102454.351562 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -102454.4 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -103232.593750 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -103232.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -103539.023438 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -103539 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -103831.578125 Penalty: 2541.381836
	Iteration 3F: 3 clusters Score -103831.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -104048.218750 Penalty: 2541.381836
	Iteration 4F: 3 clusters Score -104048.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -104170.593750 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -104170.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -104248.156250 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -104248.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -104305.578125 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -104305.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -104343.648438 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -104343.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -104374.281250 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -104374.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -104401.617188 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -104401.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -104425.367188 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -104425.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -104449.359375 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -104449.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -104465.750000 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -104465.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -104475.914062 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -104475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -104480.781250 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -104480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -104483.914062 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -104483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -104486.226562 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -104486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -104487.992188 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -104488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -104488.632812 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -104488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -104488.632812 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -104488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Entering Unmasked Estep 
Score: -1644428.250000 Penalty: 1659.061768
	Iteration 0F: 2 clusters Score -1644428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1626144.750000 Penalty: 3318.123535
	Iteration 0F: 3 clusters Score -1626145 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1632827.000000 Penalty: 3318.123535
	Iteration 1F: 3 clusters Score -1632827 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1633195.125000 Penalty: 3318.123535
	Iteration 2Q: 3 clusters Score -1633195 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1633574.375000 Penalty: 3318.123535
	Iteration 3Q: 3 clusters Score -1633574 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1634000.125000 Penalty: 3318.123535
	Iteration 4Q: 3 clusters Score -1634000 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1634563.000000 Penalty: 3318.123535
	Iteration 5Q: 3 clusters Score -1634563 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1635372.875000 Penalty: 3318.123535
	Iteration 6F: 3 clusters Score -1635373 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -1636619.750000 Penalty: 3318.123535
	Iteration 7F: 3 clusters Score -1636620 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1638365.125000 Penalty: 3318.123535
	Iteration 8F: 3 clusters Score -1638365 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -1640354.625000 Penalty: 3318.123535
	Iteration 9F: 3 clusters Score -1640355 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -1641745.625000 Penalty: 3318.123535
	Iteration 10F: 3 clusters Score -1641746 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1642441.500000 Penalty: 3318.123535
	Iteration 11Q: 3 clusters Score -1642442 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -1642746.500000 Penalty: 3318.123535
	Iteration 12Q: 3 clusters Score -1642746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -1642857.750000 Penalty: 3318.123535
	Iteration 13Q: 3 clusters Score -1642858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1642915.375000 Penalty: 3318.123535
	Iteration 14Q: 3 clusters Score -1642915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -1642933.375000 Penalty: 3318.123535
	Iteration 15Q: 3 clusters Score -1642933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -1642944.750000 Penalty: 3318.123535
	Iteration 16Q: 3 clusters Score -1642945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1642961.875000 Penalty: 3318.123535
	Iteration 17Q: 3 clusters Score -1642962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -1642969.000000 Penalty: 3318.123535
	Iteration 18Q: 3 clusters Score -1642969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1642974.875000 Penalty: 3318.123535
	Iteration 19Q: 3 clusters Score -1642975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -1642979.375000 Penalty: 3318.123535
	Iteration 20F: 3 clusters Score -1642979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1642978.875000 Penalty: 3318.123535
	Iteration 21Q: 3 clusters Score -1642979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -1642982.875000 Penalty: 3318.123535
	Iteration 22Q: 3 clusters Score -1642983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -1642984.625000 Penalty: 3318.123535
	Iteration 23Q: 3 clusters Score -1642985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -1642986.875000 Penalty: 3318.123535
	Iteration 24Q: 3 clusters Score -1642987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -1642993.750000 Penalty: 3318.123535
	Iteration 25Q: 3 clusters Score -1642994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1642995.375000 Penalty: 3318.123535
	Iteration 26Q: 3 clusters Score -1642995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -1642996.625000 Penalty: 3318.123535
	Iteration 27Q: 3 clusters Score -1642997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -1642996.625000 Penalty: 3318.123535
	Iteration 28F: 3 clusters Score -1642997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (21472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Entering Unmasked Estep 
Score: -1308685.000000 Penalty: 1620.857178
	Iteration 0F: 2 clusters Score -1308685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1294081.000000 Penalty: 3241.714355
	Iteration 0F: 3 clusters Score -1294081 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1299492.125000 Penalty: 3241.714355
	Iteration 1F: 3 clusters Score -1299492 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1299842.000000 Penalty: 3241.714355
	Iteration 2Q: 3 clusters Score -1299842 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1300198.375000 Penalty: 3241.714355
	Iteration 3Q: 3 clusters Score -1300198 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1300549.250000 Penalty: 3241.714355
	Iteration 4Q: 3 clusters Score -1300549 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1300978.875000 Penalty: 3241.714355
	Iteration 5Q: 3 clusters Score -1300979 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1301451.375000 Penalty: 3241.714355
	Iteration 6Q: 3 clusters Score -1301451 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1301965.625000 Penalty: 3241.714355
	Iteration 7Q: 3 clusters Score -1301966 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1302531.500000 Penalty: 3241.714355
	Iteration 8Q: 3 clusters Score -1302532 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1303153.375000 Penalty: 3241.714355
	Iteration 9Q: 3 clusters Score -1303153 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1303737.375000 Penalty: 3241.714355
	Iteration 10Q: 3 clusters Score -1303737 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1304257.250000 Penalty: 3241.714355
	Iteration 11Q: 3 clusters Score -1304257 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1304611.625000 Penalty: 3241.714355
	Iteration 12Q: 3 clusters Score -1304612 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1304897.500000 Penalty: 3241.714355
	Iteration 13Q: 3 clusters Score -1304898 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1305140.625000 Penalty: 3241.714355
	Iteration 14Q: 3 clusters Score -1305141 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1305355.875000 Penalty: 3241.714355
	Iteration 15Q: 3 clusters Score -1305356 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1305597.125000 Penalty: 3241.714355
	Iteration 16Q: 3 clusters Score -1305597 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1305908.250000 Penalty: 3241.714355
	Iteration 17Q: 3 clusters Score -1305908 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1306272.125000 Penalty: 3241.714355
	Iteration 18Q: 3 clusters Score -1306272 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1306595.000000 Penalty: 3241.714355
	Iteration 19Q: 3 clusters Score -1306595 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1306914.375000 Penalty: 3241.714355
	Iteration 20F: 3 clusters Score -1306914 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1307170.500000 Penalty: 3241.714355
	Iteration 21Q: 3 clusters Score -1307170 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1307372.875000 Penalty: 3241.714355
	Iteration 22Q: 3 clusters Score -1307373 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1307510.250000 Penalty: 3241.714355
	Iteration 23Q: 3 clusters Score -1307510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1307584.375000 Penalty: 3241.714355
	Iteration 24Q: 3 clusters Score -1307584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1307642.250000 Penalty: 3241.714355
	Iteration 25Q: 3 clusters Score -1307642 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1307686.125000 Penalty: 3241.714355
	Iteration 26Q: 3 clusters Score -1307686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1307715.250000 Penalty: 3241.714355
	Iteration 27Q: 3 clusters Score -1307715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1307729.875000 Penalty: 3241.714355
	Iteration 28Q: 3 clusters Score -1307730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1307734.000000 Penalty: 3241.714355
	Iteration 29Q: 3 clusters Score -1307734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1307740.375000 Penalty: 3241.714355
	Iteration 30Q: 3 clusters Score -1307740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1307750.250000 Penalty: 3241.714355
	Iteration 31Q: 3 clusters Score -1307750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1307758.500000 Penalty: 3241.714355
	Iteration 32Q: 3 clusters Score -1307758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1307765.250000 Penalty: 3241.714355
	Iteration 33Q: 3 clusters Score -1307765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1307765.125000 Penalty: 3241.714355
	Iteration 34Q: 3 clusters Score -1307765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1307771.250000 Penalty: 3241.714355
	Iteration 35Q: 3 clusters Score -1307771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1307772.375000 Penalty: 3241.714355
	Iteration 36Q: 3 clusters Score -1307772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1307773.500000 Penalty: 3241.714355
	Iteration 37Q: 3 clusters Score -1307774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1307775.875000 Penalty: 3241.714355
	Iteration 38Q: 3 clusters Score -1307776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1307782.625000 Penalty: 3241.714355
	Iteration 39Q: 3 clusters Score -1307783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1307778.625000 Penalty: 3241.714355
	Iteration 40F: 3 clusters Score -1307779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1307781.000000 Penalty: 3241.714355
	Iteration 41Q: 3 clusters Score -1307781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1307781.875000 Penalty: 3241.714355
	Iteration 42Q: 3 clusters Score -1307782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1307782.125000 Penalty: 3241.714355
	Iteration 43Q: 3 clusters Score -1307782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1307783.500000 Penalty: 3241.714355
	Iteration 44Q: 3 clusters Score -1307784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1307783.625000 Penalty: 3241.714355
	Iteration 45Q: 3 clusters Score -1307784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1307784.500000 Penalty: 3241.714355
	Iteration 46Q: 3 clusters Score -1307784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1307785.500000 Penalty: 3241.714355
	Iteration 47Q: 3 clusters Score -1307786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1307786.250000 Penalty: 3241.714355
	Iteration 48Q: 3 clusters Score -1307786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1307786.000000 Penalty: 3241.714355
	Iteration 49Q: 3 clusters Score -1307786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1307786.000000 Penalty: 3241.714355
	Iteration 50F: 3 clusters Score -1307786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -210386.328125 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -210386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -207228.796875 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -207228.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -208096.000000 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -208096 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -208272.812500 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -208272.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -208443.984375 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -208444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -208608.984375 Penalty: 2671.893311
	Iteration 4F: 3 clusters Score -208609 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -208732.031250 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -208732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -208810.109375 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -208810.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -208881.640625 Penalty: 2671.893311
	Iteration 7Q: 3 clusters Score -208881.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208955.859375 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -208955.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -209025.375000 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -209025.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -209081.703125 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -209081.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -209133.390625 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -209133.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -209180.203125 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -209180.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209226.437500 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -209226.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209273.546875 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -209273.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209320.656250 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -209320.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209370.671875 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -209370.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209418.468750 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -209418.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209454.234375 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -209454.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209492.265625 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -209492.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209532.921875 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -209532.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209572.046875 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -209572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209609.937500 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -209609.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -209636.656250 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -209636.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -209663.687500 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -209663.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209685.281250 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -209685.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209695.812500 Penalty: 2671.893311
	Iteration 26Q: 3 clusters Score -209695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209698.765625 Penalty: 2671.893311
	Iteration 27Q: 3 clusters Score -209698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209700.890625 Penalty: 2671.893311
	Iteration 28Q: 3 clusters Score -209700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209703.921875 Penalty: 2671.893311
	Iteration 29Q: 3 clusters Score -209703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209706.468750 Penalty: 2671.893311
	Iteration 30Q: 3 clusters Score -209706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -209708.375000 Penalty: 2671.893311
	Iteration 31Q: 3 clusters Score -209708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -209710.593750 Penalty: 2671.893311
	Iteration 32Q: 3 clusters Score -209710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209714.218750 Penalty: 2671.893311
	Iteration 33Q: 3 clusters Score -209714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -209719.187500 Penalty: 2671.893311
	Iteration 34Q: 3 clusters Score -209719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209723.781250 Penalty: 2671.893311
	Iteration 35Q: 3 clusters Score -209723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209725.859375 Penalty: 2671.893311
	Iteration 36Q: 3 clusters Score -209725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209727.656250 Penalty: 2671.893311
	Iteration 37Q: 3 clusters Score -209727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209727.656250 Penalty: 2671.893311
	Iteration 38F: 3 clusters Score -209727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -67407.867188 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -67407.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -65829.421875 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -65829.42 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66181.335938 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -66181.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66313.109375 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -66313.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66369.226562 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -66369.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66416.437500 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -66416.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66440.921875 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -66440.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -66462.187500 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -66462.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -66475.273438 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -66475.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -66493.593750 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -66493.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66509.656250 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -66509.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66522.273438 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -66522.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66529.359375 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -66529.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66535.906250 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -66535.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66539.523438 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -66539.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66542.703125 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -66542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66548.804688 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -66548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66549.546875 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -66549.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66551.328125 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -66551.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66551.328125 Penalty: 2302.917969
	Iteration 18F: 3 clusters Score -66551.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (63338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Entering Unmasked Estep 
Score: -3855766.000000 Penalty: 1796.639160
	Iteration 0F: 2 clusters Score -3855766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3813576.500000 Penalty: 3593.278320
	Iteration 0F: 3 clusters Score -3813576 nChanged 29906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -3831010.000000 Penalty: 3593.278320
	Iteration 1F: 3 clusters Score -3831010 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -3832195.750000 Penalty: 3593.278320
	Iteration 2Q: 3 clusters Score -3832196 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -3833868.250000 Penalty: 3593.278320
	Iteration 3F: 3 clusters Score -3833868 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -3836204.750000 Penalty: 3593.278320
	Iteration 4F: 3 clusters Score -3836205 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -3838980.500000 Penalty: 3593.278320
	Iteration 5F: 3 clusters Score -3838980 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -3841874.750000 Penalty: 3593.278320
	Iteration 6F: 3 clusters Score -3841875 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -3844306.750000 Penalty: 3593.278320
	Iteration 7F: 3 clusters Score -3844307 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -3846247.000000 Penalty: 3593.278320
	Iteration 8Q: 3 clusters Score -3846247 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -3847883.250000 Penalty: 3593.278320
	Iteration 9Q: 3 clusters Score -3847883 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -3849335.500000 Penalty: 3593.278320
	Iteration 10Q: 3 clusters Score -3849336 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -3850615.000000 Penalty: 3593.278320
	Iteration 11Q: 3 clusters Score -3850615 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -3851690.250000 Penalty: 3593.278320
	Iteration 12Q: 3 clusters Score -3851690 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -3852578.750000 Penalty: 3593.278320
	Iteration 13Q: 3 clusters Score -3852579 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -3853179.750000 Penalty: 3593.278320
	Iteration 14Q: 3 clusters Score -3853180 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -3853633.500000 Penalty: 3593.278320
	Iteration 15Q: 3 clusters Score -3853634 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -3853878.750000 Penalty: 3593.278320
	Iteration 16Q: 3 clusters Score -3853879 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -3854039.500000 Penalty: 3593.278320
	Iteration 17Q: 3 clusters Score -3854040 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -3854142.500000 Penalty: 3593.278320
	Iteration 18Q: 3 clusters Score -3854142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -3854226.500000 Penalty: 3593.278320
	Iteration 19Q: 3 clusters Score -3854226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -3854308.250000 Penalty: 3593.278320
	Iteration 20F: 3 clusters Score -3854308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -3854362.250000 Penalty: 3593.278320
	Iteration 21Q: 3 clusters Score -3854362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -3854400.000000 Penalty: 3593.278320
	Iteration 22Q: 3 clusters Score -3854400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -3854439.750000 Penalty: 3593.278320
	Iteration 23Q: 3 clusters Score -3854440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -3854479.500000 Penalty: 3593.278320
	Iteration 24Q: 3 clusters Score -3854480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -3854507.500000 Penalty: 3593.278320
	Iteration 25Q: 3 clusters Score -3854508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -3854525.000000 Penalty: 3593.278320
	Iteration 26Q: 3 clusters Score -3854525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -3854525.000000 Penalty: 3593.278320
	Iteration 27Q: 3 clusters Score -3854525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -3854546.750000 Penalty: 3593.278320
	Iteration 28Q: 3 clusters Score -3854547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -3854555.000000 Penalty: 3593.278320
	Iteration 29Q: 3 clusters Score -3854555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -3854557.250000 Penalty: 3593.278320
	Iteration 30Q: 3 clusters Score -3854557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -3854560.500000 Penalty: 3593.278320
	Iteration 31Q: 3 clusters Score -3854560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -3854561.750000 Penalty: 3593.278320
	Iteration 32Q: 3 clusters Score -3854562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -3854570.500000 Penalty: 3593.278320
	Iteration 33Q: 3 clusters Score -3854570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -3854570.750000 Penalty: 3593.278320
	Iteration 34Q: 3 clusters Score -3854571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -3854570.750000 Penalty: 3593.278320
	Iteration 35Q: 3 clusters Score -3854571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -3854571.000000 Penalty: 3593.278320
	Iteration 36Q: 3 clusters Score -3854571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -3854574.250000 Penalty: 3593.278320
	Iteration 37Q: 3 clusters Score -3854574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -3854580.750000 Penalty: 3593.278320
	Iteration 38Q: 3 clusters Score -3854581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -3854583.000000 Penalty: 3593.278320
	Iteration 39Q: 3 clusters Score -3854583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -3854587.750000 Penalty: 3593.278320
	Iteration 40F: 3 clusters Score -3854588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -3854590.250000 Penalty: 3593.278320
	Iteration 41Q: 3 clusters Score -3854590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -3854593.000000 Penalty: 3593.278320
	Iteration 42Q: 3 clusters Score -3854593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -3854600.000000 Penalty: 3593.278320
	Iteration 43Q: 3 clusters Score -3854600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -3854609.250000 Penalty: 3593.278320
	Iteration 44Q: 3 clusters Score -3854609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -3854611.000000 Penalty: 3593.278320
	Iteration 45Q: 3 clusters Score -3854611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -3854614.250000 Penalty: 3593.278320
	Iteration 46Q: 3 clusters Score -3854614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -3854618.750000 Penalty: 3593.278320
	Iteration 47Q: 3 clusters Score -3854619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -3854619.500000 Penalty: 3593.278320
	Iteration 48Q: 3 clusters Score -3854620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -3854621.500000 Penalty: 3593.278320
	Iteration 49Q: 3 clusters Score -3854622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -3854626.500000 Penalty: 3593.278320
	Iteration 50Q: 3 clusters Score -3854626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -3854624.250000 Penalty: 3593.278320
	Iteration 51Q: 3 clusters Score -3854624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -3854624.250000 Penalty: 3593.278320
	Iteration 52F: 3 clusters Score -3854624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -198303.937500 Penalty: 1317.846680
	Iteration 0F: 2 clusters Score -198303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -195412.000000 Penalty: 2635.693359
	Iteration 0F: 3 clusters Score -195412 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -196106.453125 Penalty: 2635.693359
	Iteration 1F: 3 clusters Score -196106.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -196216.734375 Penalty: 2635.693359
	Iteration 2F: 3 clusters Score -196216.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -196286.437500 Penalty: 2635.693359
	Iteration 3Q: 3 clusters Score -196286.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -196332.250000 Penalty: 2635.693359
	Iteration 4Q: 3 clusters Score -196332.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -196354.812500 Penalty: 2635.693359
	Iteration 5Q: 3 clusters Score -196354.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -196371.984375 Penalty: 2635.693359
	Iteration 6Q: 3 clusters Score -196372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -196381.765625 Penalty: 2635.693359
	Iteration 7Q: 3 clusters Score -196381.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -196390.125000 Penalty: 2635.693359
	Iteration 8Q: 3 clusters Score -196390.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -196403.187500 Penalty: 2635.693359
	Iteration 9Q: 3 clusters Score -196403.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -196416.015625 Penalty: 2635.693359
	Iteration 10Q: 3 clusters Score -196416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -196424.343750 Penalty: 2635.693359
	Iteration 11Q: 3 clusters Score -196424.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -196431.765625 Penalty: 2635.693359
	Iteration 12Q: 3 clusters Score -196431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -196436.421875 Penalty: 2635.693359
	Iteration 13Q: 3 clusters Score -196436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -196440.265625 Penalty: 2635.693359
	Iteration 14Q: 3 clusters Score -196440.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -196445.015625 Penalty: 2635.693359
	Iteration 15Q: 3 clusters Score -196445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -196449.343750 Penalty: 2635.693359
	Iteration 16Q: 3 clusters Score -196449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -196453.515625 Penalty: 2635.693359
	Iteration 17Q: 3 clusters Score -196453.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -196458.390625 Penalty: 2635.693359
	Iteration 18Q: 3 clusters Score -196458.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -196462.500000 Penalty: 2635.693359
	Iteration 19Q: 3 clusters Score -196462.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -196467.687500 Penalty: 2635.693359
	Iteration 20F: 3 clusters Score -196467.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -196474.750000 Penalty: 2635.693359
	Iteration 21Q: 3 clusters Score -196474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -196483.796875 Penalty: 2635.693359
	Iteration 22Q: 3 clusters Score -196483.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -196490.718750 Penalty: 2635.693359
	Iteration 23Q: 3 clusters Score -196490.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -196496.515625 Penalty: 2635.693359
	Iteration 24Q: 3 clusters Score -196496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -196499.109375 Penalty: 2635.693359
	Iteration 25Q: 3 clusters Score -196499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196502.781250 Penalty: 2635.693359
	Iteration 26Q: 3 clusters Score -196502.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -196507.328125 Penalty: 2635.693359
	Iteration 27Q: 3 clusters Score -196507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196508.546875 Penalty: 2635.693359
	Iteration 28Q: 3 clusters Score -196508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -196510.062500 Penalty: 2635.693359
	Iteration 29Q: 3 clusters Score -196510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -196512.703125 Penalty: 2635.693359
	Iteration 30Q: 3 clusters Score -196512.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -196517.671875 Penalty: 2635.693359
	Iteration 31Q: 3 clusters Score -196517.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -196525.484375 Penalty: 2635.693359
	Iteration 32Q: 3 clusters Score -196525.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -196533.781250 Penalty: 2635.693359
	Iteration 33Q: 3 clusters Score -196533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -196543.531250 Penalty: 2635.693359
	Iteration 34Q: 3 clusters Score -196543.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -196553.015625 Penalty: 2635.693359
	Iteration 35Q: 3 clusters Score -196553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -196562.203125 Penalty: 2635.693359
	Iteration 36Q: 3 clusters Score -196562.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -196571.765625 Penalty: 2635.693359
	Iteration 37Q: 3 clusters Score -196571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196581.140625 Penalty: 2635.693359
	Iteration 38Q: 3 clusters Score -196581.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196596.578125 Penalty: 2635.693359
	Iteration 39Q: 3 clusters Score -196596.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -196611.765625 Penalty: 2635.693359
	Iteration 40F: 3 clusters Score -196611.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -196629.546875 Penalty: 2635.693359
	Iteration 41Q: 3 clusters Score -196629.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -196652.125000 Penalty: 2635.693359
	Iteration 42Q: 3 clusters Score -196652.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196673.828125 Penalty: 2635.693359
	Iteration 43Q: 3 clusters Score -196673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196695.812500 Penalty: 2635.693359
	Iteration 44Q: 3 clusters Score -196695.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196732.312500 Penalty: 2635.693359
	Iteration 45Q: 3 clusters Score -196732.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -196764.531250 Penalty: 2635.693359
	Iteration 46Q: 3 clusters Score -196764.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -196799.703125 Penalty: 2635.693359
	Iteration 47Q: 3 clusters Score -196799.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196837.906250 Penalty: 2635.693359
	Iteration 48Q: 3 clusters Score -196837.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196868.437500 Penalty: 2635.693359
	Iteration 49Q: 3 clusters Score -196868.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -196902.000000 Penalty: 2635.693359
	Iteration 50Q: 3 clusters Score -196902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -196932.812500 Penalty: 2635.693359
	Iteration 51Q: 3 clusters Score -196932.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -196965.515625 Penalty: 2635.693359
	Iteration 52Q: 3 clusters Score -196965.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -196995.421875 Penalty: 2635.693359
	Iteration 53Q: 3 clusters Score -196995.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -197032.968750 Penalty: 2635.693359
	Iteration 54Q: 3 clusters Score -197033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -197063.718750 Penalty: 2635.693359
	Iteration 55Q: 3 clusters Score -197063.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -197081.453125 Penalty: 2635.693359
	Iteration 56Q: 3 clusters Score -197081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -197097.656250 Penalty: 2635.693359
	Iteration 57Q: 3 clusters Score -197097.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -197112.875000 Penalty: 2635.693359
	Iteration 58Q: 3 clusters Score -197112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -197123.984375 Penalty: 2635.693359
	Iteration 59Q: 3 clusters Score -197124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -197138.812500 Penalty: 2635.693359
	Iteration 60F: 3 clusters Score -197138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -197149.734375 Penalty: 2635.693359
	Iteration 61Q: 3 clusters Score -197149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -197161.171875 Penalty: 2635.693359
	Iteration 62Q: 3 clusters Score -197161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -197166.546875 Penalty: 2635.693359
	Iteration 63Q: 3 clusters Score -197166.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -197174.796875 Penalty: 2635.693359
	Iteration 64Q: 3 clusters Score -197174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -197188.671875 Penalty: 2635.693359
	Iteration 65Q: 3 clusters Score -197188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -197196.218750 Penalty: 2635.693359
	Iteration 66Q: 3 clusters Score -197196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -197202.031250 Penalty: 2635.693359
	Iteration 67Q: 3 clusters Score -197202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -197206.562500 Penalty: 2635.693359
	Iteration 68Q: 3 clusters Score -197206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -197208.000000 Penalty: 2635.693359
	Iteration 69Q: 3 clusters Score -197208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -197208.343750 Penalty: 2635.693359
	Iteration 70Q: 3 clusters Score -197208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -197209.078125 Penalty: 2635.693359
	Iteration 71Q: 3 clusters Score -197209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -197209.078125 Penalty: 2635.693359
	Iteration 72F: 3 clusters Score -197209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -106304.242188 Penalty: 1221.950073
	Iteration 0F: 2 clusters Score -106304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -104360.023438 Penalty: 2443.900146
	Iteration 0F: 3 clusters Score -104360 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -104758.492188 Penalty: 2443.900146
	Iteration 1F: 3 clusters Score -104758.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -104852.578125 Penalty: 2443.900146
	Iteration 2F: 3 clusters Score -104852.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104909.437500 Penalty: 2443.900146
	Iteration 3Q: 3 clusters Score -104909.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -104954.304688 Penalty: 2443.900146
	Iteration 4Q: 3 clusters Score -104954.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -104982.687500 Penalty: 2443.900146
	Iteration 5Q: 3 clusters Score -104982.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -105001.726562 Penalty: 2443.900146
	Iteration 6Q: 3 clusters Score -105001.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -105027.273438 Penalty: 2443.900146
	Iteration 7Q: 3 clusters Score -105027.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -105055.062500 Penalty: 2443.900146
	Iteration 8Q: 3 clusters Score -105055.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -105089.992188 Penalty: 2443.900146
	Iteration 9Q: 3 clusters Score -105090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -105133.132812 Penalty: 2443.900146
	Iteration 10Q: 3 clusters Score -105133.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -105168.445312 Penalty: 2443.900146
	Iteration 11Q: 3 clusters Score -105168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -105193.343750 Penalty: 2443.900146
	Iteration 12Q: 3 clusters Score -105193.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -105220.281250 Penalty: 2443.900146
	Iteration 13Q: 3 clusters Score -105220.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -105245.796875 Penalty: 2443.900146
	Iteration 14Q: 3 clusters Score -105245.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -105272.015625 Penalty: 2443.900146
	Iteration 15Q: 3 clusters Score -105272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -105289.398438 Penalty: 2443.900146
	Iteration 16Q: 3 clusters Score -105289.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -105302.757812 Penalty: 2443.900146
	Iteration 17Q: 3 clusters Score -105302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -105315.257812 Penalty: 2443.900146
	Iteration 18Q: 3 clusters Score -105315.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -105321.414062 Penalty: 2443.900146
	Iteration 19Q: 3 clusters Score -105321.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -105328.414062 Penalty: 2443.900146
	Iteration 20F: 3 clusters Score -105328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -105332.585938 Penalty: 2443.900146
	Iteration 21Q: 3 clusters Score -105332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -105334.578125 Penalty: 2443.900146
	Iteration 22Q: 3 clusters Score -105334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -105335.492188 Penalty: 2443.900146
	Iteration 23Q: 3 clusters Score -105335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -105335.492188 Penalty: 2443.900146
	Iteration 24F: 3 clusters Score -105335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -65568.523438 Penalty: 1150.367432
	Iteration 0F: 2 clusters Score -65568.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -64016.019531 Penalty: 2300.734863
	Iteration 0F: 3 clusters Score -64016.02 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64369.203125 Penalty: 2300.734863
	Iteration 1F: 3 clusters Score -64369.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -64496.910156 Penalty: 2300.734863
	Iteration 2F: 3 clusters Score -64496.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -64567.863281 Penalty: 2300.734863
	Iteration 3F: 3 clusters Score -64567.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -64633.617188 Penalty: 2300.734863
	Iteration 4Q: 3 clusters Score -64633.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -64685.199219 Penalty: 2300.734863
	Iteration 5Q: 3 clusters Score -64685.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -64741.179688 Penalty: 2300.734863
	Iteration 6Q: 3 clusters Score -64741.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -64825.386719 Penalty: 2300.734863
	Iteration 7Q: 3 clusters Score -64825.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -64893.136719 Penalty: 2300.734863
	Iteration 8Q: 3 clusters Score -64893.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64986.179688 Penalty: 2300.734863
	Iteration 9Q: 3 clusters Score -64986.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65078.363281 Penalty: 2300.734863
	Iteration 10Q: 3 clusters Score -65078.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -65193.828125 Penalty: 2300.734863
	Iteration 11Q: 3 clusters Score -65193.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65264.343750 Penalty: 2300.734863
	Iteration 12Q: 3 clusters Score -65264.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65325.222656 Penalty: 2300.734863
	Iteration 13Q: 3 clusters Score -65325.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65379.019531 Penalty: 2300.734863
	Iteration 14Q: 3 clusters Score -65379.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65442.125000 Penalty: 2300.734863
	Iteration 15Q: 3 clusters Score -65442.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65491.441406 Penalty: 2300.734863
	Iteration 16Q: 3 clusters Score -65491.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -65515.925781 Penalty: 2300.734863
	Iteration 17Q: 3 clusters Score -65515.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -65529.929688 Penalty: 2300.734863
	Iteration 18Q: 3 clusters Score -65529.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65538.968750 Penalty: 2300.734863
	Iteration 19Q: 3 clusters Score -65538.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65545.687500 Penalty: 2300.734863
	Iteration 20F: 3 clusters Score -65545.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65552.382812 Penalty: 2300.734863
	Iteration 21Q: 3 clusters Score -65552.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65555.140625 Penalty: 2300.734863
	Iteration 22Q: 3 clusters Score -65555.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65555.484375 Penalty: 2300.734863
	Iteration 23Q: 3 clusters Score -65555.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65555.484375 Penalty: 2300.734863
	Iteration 24F: 3 clusters Score -65555.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -104698.210938 Penalty: 1216.118530
	Iteration 0F: 2 clusters Score -104698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -102779.289062 Penalty: 2432.237061
	Iteration 0F: 3 clusters Score -102779.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -103205.921875 Penalty: 2432.237061
	Iteration 1F: 3 clusters Score -103205.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -103345.617188 Penalty: 2432.237061
	Iteration 2F: 3 clusters Score -103345.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -103469.007812 Penalty: 2432.237061
	Iteration 3F: 3 clusters Score -103469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -103576.523438 Penalty: 2432.237061
	Iteration 4F: 3 clusters Score -103576.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -103663.796875 Penalty: 2432.237061
	Iteration 5Q: 3 clusters Score -103663.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -103755.421875 Penalty: 2432.237061
	Iteration 6Q: 3 clusters Score -103755.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -103817.835938 Penalty: 2432.237061
	Iteration 7Q: 3 clusters Score -103817.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -103860.140625 Penalty: 2432.237061
	Iteration 8Q: 3 clusters Score -103860.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -103884.132812 Penalty: 2432.237061
	Iteration 9Q: 3 clusters Score -103884.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -103895.312500 Penalty: 2432.237061
	Iteration 10Q: 3 clusters Score -103895.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -103907.000000 Penalty: 2432.237061
	Iteration 11Q: 3 clusters Score -103907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -103922.804688 Penalty: 2432.237061
	Iteration 12Q: 3 clusters Score -103922.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -103938.390625 Penalty: 2432.237061
	Iteration 13Q: 3 clusters Score -103938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -103946.601562 Penalty: 2432.237061
	Iteration 14Q: 3 clusters Score -103946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -103953.593750 Penalty: 2432.237061
	Iteration 15Q: 3 clusters Score -103953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -103959.656250 Penalty: 2432.237061
	Iteration 16Q: 3 clusters Score -103959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -103968.484375 Penalty: 2432.237061
	Iteration 17Q: 3 clusters Score -103968.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -103974.406250 Penalty: 2432.237061
	Iteration 18Q: 3 clusters Score -103974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -103979.210938 Penalty: 2432.237061
	Iteration 19Q: 3 clusters Score -103979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -103981.859375 Penalty: 2432.237061
	Iteration 20F: 3 clusters Score -103981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -103983.789062 Penalty: 2432.237061
	Iteration 21Q: 3 clusters Score -103983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -103984.828125 Penalty: 2432.237061
	Iteration 22Q: 3 clusters Score -103984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -103986.882812 Penalty: 2432.237061
	Iteration 23Q: 3 clusters Score -103986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -103988.070312 Penalty: 2432.237061
	Iteration 24Q: 3 clusters Score -103988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -103988.617188 Penalty: 2432.237061
	Iteration 25Q: 3 clusters Score -103988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -103988.617188 Penalty: 2432.237061
	Iteration 26F: 3 clusters Score -103988.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -119673.015625 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -119673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -117491.203125 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -117491.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -118027.179688 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -118027.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -118169.687500 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -118169.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -118279.140625 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -118279.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -118362.937500 Penalty: 2483.508301
	Iteration 4Q: 3 clusters Score -118362.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -118431.367188 Penalty: 2483.508301
	Iteration 5Q: 3 clusters Score -118431.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118495.750000 Penalty: 2483.508301
	Iteration 6Q: 3 clusters Score -118495.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -118546.148438 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -118546.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -118581.718750 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -118581.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -118601.562500 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -118601.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -118619.000000 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -118619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -118629.515625 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -118629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -118634.445312 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -118634.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -118640.953125 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -118641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -118645.406250 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -118645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -118648.023438 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -118648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -118654.406250 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -118654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -118657.640625 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -118657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -118659.492188 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -118659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -118661.062500 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -118661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -118665.351562 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -118665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -118668.750000 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -118668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -118671.359375 Penalty: 2483.508301
	Iteration 22Q: 3 clusters Score -118671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -118673.695312 Penalty: 2483.508301
	Iteration 23Q: 3 clusters Score -118673.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -118675.492188 Penalty: 2483.508301
	Iteration 24Q: 3 clusters Score -118675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -118676.570312 Penalty: 2483.508301
	Iteration 25Q: 3 clusters Score -118676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -118676.570312 Penalty: 2483.508301
	Iteration 26F: 3 clusters Score -118676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -94695.414062 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -94695.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92772.023438 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -92772.02 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -93161.531250 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -93161.53 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -93255.460938 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -93255.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -93303.765625 Penalty: 2415.172363
	Iteration 3Q: 3 clusters Score -93303.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93329.367188 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -93329.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -93351.531250 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -93351.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -93371.148438 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -93371.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -93386.093750 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -93386.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -93399.640625 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -93399.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -93415.460938 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -93415.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -93427.843750 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -93427.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -93441.265625 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -93441.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -93452.945312 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -93452.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93466.218750 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -93466.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93478.789062 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -93478.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93488.906250 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -93488.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93503.632812 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -93503.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -93512.109375 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -93512.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93519.695312 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -93519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -93526.164062 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -93526.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93528.921875 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -93528.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -93532.664062 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -93532.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -93541.742188 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -93541.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -93557.226562 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -93557.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -93576.101562 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -93576.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -93601.820312 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -93601.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93642.750000 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -93642.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -93691.078125 Penalty: 2415.172363
	Iteration 27Q: 3 clusters Score -93691.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -93728.820312 Penalty: 2415.172363
	Iteration 28Q: 3 clusters Score -93728.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -93802.187500 Penalty: 2415.172363
	Iteration 29Q: 3 clusters Score -93802.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -93881.226562 Penalty: 2415.172363
	Iteration 30Q: 3 clusters Score -93881.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -93994.031250 Penalty: 2415.172363
	Iteration 31Q: 3 clusters Score -93994.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -94083.281250 Penalty: 2415.172363
	Iteration 32Q: 3 clusters Score -94083.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -94112.953125 Penalty: 2415.172363
	Iteration 33Q: 3 clusters Score -94112.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -94123.304688 Penalty: 2415.172363
	Iteration 34Q: 3 clusters Score -94123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -94128.375000 Penalty: 2415.172363
	Iteration 35Q: 3 clusters Score -94128.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -94132.718750 Penalty: 2415.172363
	Iteration 36Q: 3 clusters Score -94132.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -94133.070312 Penalty: 2415.172363
	Iteration 37Q: 3 clusters Score -94133.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -94133.757812 Penalty: 2415.172363
	Iteration 38Q: 3 clusters Score -94133.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -94133.757812 Penalty: 2415.172363
	Iteration 39F: 3 clusters Score -94133.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Entering Unmasked Estep 
Score: -1934963.625000 Penalty: 1682.004639
	Iteration 0F: 2 clusters Score -1934964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1913882.750000 Penalty: 3364.009277
	Iteration 0F: 3 clusters Score -1913883 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1921919.250000 Penalty: 3364.009277
	Iteration 1F: 3 clusters Score -1921919 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1922419.750000 Penalty: 3364.009277
	Iteration 2Q: 3 clusters Score -1922420 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1922954.375000 Penalty: 3364.009277
	Iteration 3Q: 3 clusters Score -1922954 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1923638.625000 Penalty: 3364.009277
	Iteration 4Q: 3 clusters Score -1923639 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1924537.500000 Penalty: 3364.009277
	Iteration 5F: 3 clusters Score -1924538 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1925720.500000 Penalty: 3364.009277
	Iteration 6F: 3 clusters Score -1925720 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -1927055.125000 Penalty: 3364.009277
	Iteration 7F: 3 clusters Score -1927055 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -1928375.250000 Penalty: 3364.009277
	Iteration 8F: 3 clusters Score -1928375 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -1929464.375000 Penalty: 3364.009277
	Iteration 9Q: 3 clusters Score -1929464 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -1930177.750000 Penalty: 3364.009277
	Iteration 10Q: 3 clusters Score -1930178 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -1930696.250000 Penalty: 3364.009277
	Iteration 11Q: 3 clusters Score -1930696 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -1931166.500000 Penalty: 3364.009277
	Iteration 12Q: 3 clusters Score -1931166 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1931554.500000 Penalty: 3364.009277
	Iteration 13Q: 3 clusters Score -1931554 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -1931883.875000 Penalty: 3364.009277
	Iteration 14Q: 3 clusters Score -1931884 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -1932158.875000 Penalty: 3364.009277
	Iteration 15Q: 3 clusters Score -1932159 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -1932364.750000 Penalty: 3364.009277
	Iteration 16Q: 3 clusters Score -1932365 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -1932574.500000 Penalty: 3364.009277
	Iteration 17Q: 3 clusters Score -1932574 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -1932791.125000 Penalty: 3364.009277
	Iteration 18Q: 3 clusters Score -1932791 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -1932949.000000 Penalty: 3364.009277
	Iteration 19Q: 3 clusters Score -1932949 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -1933086.000000 Penalty: 3364.009277
	Iteration 20F: 3 clusters Score -1933086 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -1933181.125000 Penalty: 3364.009277
	Iteration 21Q: 3 clusters Score -1933181 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -1933273.625000 Penalty: 3364.009277
	Iteration 22Q: 3 clusters Score -1933274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -1933331.750000 Penalty: 3364.009277
	Iteration 23Q: 3 clusters Score -1933332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -1933385.000000 Penalty: 3364.009277
	Iteration 24Q: 3 clusters Score -1933385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -1933419.125000 Penalty: 3364.009277
	Iteration 25Q: 3 clusters Score -1933419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -1933440.375000 Penalty: 3364.009277
	Iteration 26Q: 3 clusters Score -1933440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -1933466.750000 Penalty: 3364.009277
	Iteration 27Q: 3 clusters Score -1933467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -1933489.625000 Penalty: 3364.009277
	Iteration 28Q: 3 clusters Score -1933490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -1933504.125000 Penalty: 3364.009277
	Iteration 29Q: 3 clusters Score -1933504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -1933513.250000 Penalty: 3364.009277
	Iteration 30Q: 3 clusters Score -1933513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -1933526.500000 Penalty: 3364.009277
	Iteration 31Q: 3 clusters Score -1933526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -1933545.375000 Penalty: 3364.009277
	Iteration 32Q: 3 clusters Score -1933545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -1933551.625000 Penalty: 3364.009277
	Iteration 33Q: 3 clusters Score -1933552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -1933567.125000 Penalty: 3364.009277
	Iteration 34Q: 3 clusters Score -1933567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -1933576.375000 Penalty: 3364.009277
	Iteration 35Q: 3 clusters Score -1933576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -1933589.000000 Penalty: 3364.009277
	Iteration 36Q: 3 clusters Score -1933589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -1933592.625000 Penalty: 3364.009277
	Iteration 37Q: 3 clusters Score -1933593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -1933592.625000 Penalty: 3364.009277
	Iteration 38Q: 3 clusters Score -1933593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -1933592.625000 Penalty: 3364.009277
	Iteration 39Q: 3 clusters Score -1933593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -1933594.500000 Penalty: 3364.009277
	Iteration 40F: 3 clusters Score -1933594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -1933597.000000 Penalty: 3364.009277
	Iteration 41Q: 3 clusters Score -1933597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -1933596.500000 Penalty: 3364.009277
	Iteration 42Q: 3 clusters Score -1933596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -1933597.875000 Penalty: 3364.009277
	Iteration 43Q: 3 clusters Score -1933598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -1933602.375000 Penalty: 3364.009277
	Iteration 44Q: 3 clusters Score -1933602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -1933602.375000 Penalty: 3364.009277
	Iteration 45F: 3 clusters Score -1933602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -61167.441406 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -61167.44 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 539 members 
Entering Unmasked Estep 
Score: -59674.632812 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -59674.63 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59987.281250 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -59987.28 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60105.625000 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -60105.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60159.351562 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -60159.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60191.257812 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -60191.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60220.824219 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -60220.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60241.562500 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -60241.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60251.863281 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -60251.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60256.335938 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -60256.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60259.281250 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -60259.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -60263.042969 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -60263.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60270.500000 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -60270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60275.332031 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -60275.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -60283.015625 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -60283.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -60284.355469 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -60284.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60285.203125 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -60285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -60288.015625 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -60288.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -60290.750000 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -60290.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -60294.667969 Penalty: 2273.028320
	Iteration 18Q: 3 clusters Score -60294.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -60299.347656 Penalty: 2273.028320
	Iteration 19Q: 3 clusters Score -60299.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60301.066406 Penalty: 2273.028320
	Iteration 20F: 3 clusters Score -60301.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60304.265625 Penalty: 2273.028320
	Iteration 21Q: 3 clusters Score -60304.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -60306.410156 Penalty: 2273.028320
	Iteration 22Q: 3 clusters Score -60306.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -60308.027344 Penalty: 2273.028320
	Iteration 23Q: 3 clusters Score -60308.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -60310.210938 Penalty: 2273.028320
	Iteration 24Q: 3 clusters Score -60310.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60312.648438 Penalty: 2273.028320
	Iteration 25Q: 3 clusters Score -60312.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -60313.089844 Penalty: 2273.028320
	Iteration 26Q: 3 clusters Score -60313.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -60314.378906 Penalty: 2273.028320
	Iteration 27Q: 3 clusters Score -60314.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60315.781250 Penalty: 2273.028320
	Iteration 28Q: 3 clusters Score -60315.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -60317.593750 Penalty: 2273.028320
	Iteration 29Q: 3 clusters Score -60317.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -60317.593750 Penalty: 2273.028320
	Iteration 30F: 3 clusters Score -60317.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55673 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35283 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 77225 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21472 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63338 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31282 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939360.000000 Penalty: 96648.882812
Iteration 199Q: 46 clusters Score -3.093936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55675 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35287 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4361 members 
Mstep: Class 29 contains 77227 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 21470 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63340 members 
Mstep: Class 38 contains 3327 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31280 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939348.000000 Penalty: 96648.882812
Iteration 200F: 46 clusters Score -3.093935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55677 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4356 members 
Mstep: Class 29 contains 77229 members 
Mstep: Class 30 contains 21715 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27164 members 
Mstep: Class 34 contains 21470 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63346 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31276 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939360.000000 Penalty: 96648.882812
Iteration 201Q: 46 clusters Score -3.093936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55677 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4349 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21715 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21470 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63352 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31275 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939330.000000 Penalty: 96648.882812
Iteration 202Q: 46 clusters Score -3.093933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55677 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4340 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21715 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27164 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63360 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31272 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939316.000000 Penalty: 96648.882812
Iteration 203Q: 46 clusters Score -3.093932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55675 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35306 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27164 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63365 members 
Mstep: Class 38 contains 3326 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31268 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939304.000000 Penalty: 96648.882812
Iteration 204Q: 46 clusters Score -3.09393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55676 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4335 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21714 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27164 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63365 members 
Mstep: Class 38 contains 3325 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31266 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939320.000000 Penalty: 96648.882812
Iteration 205Q: 46 clusters Score -3.093932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55676 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35315 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 677 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21713 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63362 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1688 members 
Mstep: Class 44 contains 31266 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939314.000000 Penalty: 96648.882812
Iteration 206Q: 46 clusters Score -3.093931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55675 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21711 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27166 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63362 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31264 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939308.000000 Penalty: 96648.882812
Iteration 207Q: 46 clusters Score -3.093931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55675 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35325 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21708 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63363 members 
Mstep: Class 38 contains 3321 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31260 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939314.000000 Penalty: 96648.882812
Iteration 208Q: 46 clusters Score -3.093931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55675 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35328 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27166 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63364 members 
Mstep: Class 38 contains 3320 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31256 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939322.000000 Penalty: 96648.882812
Iteration 209Q: 46 clusters Score -3.093932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55675 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35332 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21711 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27165 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63365 members 
Mstep: Class 38 contains 3318 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31252 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939312.000000 Penalty: 96648.882812
Iteration 210Q: 46 clusters Score -3.093931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35336 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27164 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63369 members 
Mstep: Class 38 contains 3315 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31250 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939340.000000 Penalty: 96648.882812
Iteration 211Q: 46 clusters Score -3.093934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35341 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63371 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31246 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939332.000000 Penalty: 96648.882812
Iteration 212Q: 46 clusters Score -3.093933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35345 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16439 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21708 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21470 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63370 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31245 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939344.000000 Penalty: 96648.882812
Iteration 213Q: 46 clusters Score -3.093934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35347 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21708 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63370 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31244 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939344.000000 Penalty: 96648.882812
Iteration 214Q: 46 clusters Score -3.093934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35348 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16438 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21708 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63370 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31243 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939346.000000 Penalty: 96648.882812
Iteration 215Q: 46 clusters Score -3.093935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63370 members 
Mstep: Class 38 contains 3314 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31241 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939342.000000 Penalty: 96648.882812
Iteration 216Q: 46 clusters Score -3.093934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4332 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63371 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939334.000000 Penalty: 96648.882812
Iteration 217Q: 46 clusters Score -3.093933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4331 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63372 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939330.000000 Penalty: 96648.882812
Iteration 218Q: 46 clusters Score -3.093933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63377 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939332.000000 Penalty: 96648.882812
Iteration 219Q: 46 clusters Score -3.093933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63380 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939330.000000 Penalty: 96648.882812
Iteration 220F: 46 clusters Score -3.093933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4319 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63385 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939334.000000 Penalty: 96648.882812
Iteration 221Q: 46 clusters Score -3.093933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35349 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4318 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63386 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939342.000000 Penalty: 96648.882812
Iteration 222Q: 46 clusters Score -3.093934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35350 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27163 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63387 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31242 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939342.000000 Penalty: 96648.882812
Iteration 223Q: 46 clusters Score -3.093934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35351 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27162 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63391 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31241 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939346.000000 Penalty: 96648.882812
Iteration 224Q: 46 clusters Score -3.093935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35352 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27160 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63395 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31241 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939350.000000 Penalty: 96648.882812
Iteration 225Q: 46 clusters Score -3.093935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35354 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4309 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27160 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63395 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31240 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939340.000000 Penalty: 96648.882812
Iteration 226Q: 46 clusters Score -3.093934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35354 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4309 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27160 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63395 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31240 members 
Mstep: Class 45 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -30939340.000000 Penalty: 96648.882812
Iteration 227F: 46 clusters Score -3.093934e+07 nChanged 0
Entering ConstructFrom: 
Score: -30939340.000000 Penalty: 96648.882812
Entering ConstructFrom: 
Trying to split cluster 1 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -228219.500000 Penalty: 1340.385986
	Iteration 0F: 2 clusters Score -228219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -224970.515625 Penalty: 2680.771973
	Iteration 0F: 3 clusters Score -224970.5 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -226140.687500 Penalty: 2680.771973
	Iteration 1F: 3 clusters Score -226140.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -226643.187500 Penalty: 2680.771973
	Iteration 2F: 3 clusters Score -226643.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -226876.906250 Penalty: 2680.771973
	Iteration 3F: 3 clusters Score -226876.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -227012.703125 Penalty: 2680.771973
	Iteration 4F: 3 clusters Score -227012.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -227152.781250 Penalty: 2680.771973
	Iteration 5Q: 3 clusters Score -227152.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -227302.093750 Penalty: 2680.771973
	Iteration 6Q: 3 clusters Score -227302.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -227426.703125 Penalty: 2680.771973
	Iteration 7Q: 3 clusters Score -227426.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -227504.265625 Penalty: 2680.771973
	Iteration 8Q: 3 clusters Score -227504.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -227564.515625 Penalty: 2680.771973
	Iteration 9Q: 3 clusters Score -227564.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -227604.390625 Penalty: 2680.771973
	Iteration 10Q: 3 clusters Score -227604.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -227634.640625 Penalty: 2680.771973
	Iteration 11Q: 3 clusters Score -227634.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -227657.468750 Penalty: 2680.771973
	Iteration 12Q: 3 clusters Score -227657.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -227671.906250 Penalty: 2680.771973
	Iteration 13Q: 3 clusters Score -227671.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -227690.328125 Penalty: 2680.771973
	Iteration 14Q: 3 clusters Score -227690.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -227706.250000 Penalty: 2680.771973
	Iteration 15Q: 3 clusters Score -227706.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -227728.031250 Penalty: 2680.771973
	Iteration 16Q: 3 clusters Score -227728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -227751.625000 Penalty: 2680.771973
	Iteration 17Q: 3 clusters Score -227751.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -227774.625000 Penalty: 2680.771973
	Iteration 18Q: 3 clusters Score -227774.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -227799.734375 Penalty: 2680.771973
	Iteration 19Q: 3 clusters Score -227799.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -227828.531250 Penalty: 2680.771973
	Iteration 20F: 3 clusters Score -227828.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -227844.343750 Penalty: 2680.771973
	Iteration 21Q: 3 clusters Score -227844.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -227857.953125 Penalty: 2680.771973
	Iteration 22Q: 3 clusters Score -227858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -227865.187500 Penalty: 2680.771973
	Iteration 23Q: 3 clusters Score -227865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227871.953125 Penalty: 2680.771973
	Iteration 24Q: 3 clusters Score -227872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227878.046875 Penalty: 2680.771973
	Iteration 25Q: 3 clusters Score -227878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227883.234375 Penalty: 2680.771973
	Iteration 26Q: 3 clusters Score -227883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227887.328125 Penalty: 2680.771973
	Iteration 27Q: 3 clusters Score -227887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -227889.937500 Penalty: 2680.771973
	Iteration 28Q: 3 clusters Score -227889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227891.703125 Penalty: 2680.771973
	Iteration 29Q: 3 clusters Score -227891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227893.140625 Penalty: 2680.771973
	Iteration 30Q: 3 clusters Score -227893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227894.187500 Penalty: 2680.771973
	Iteration 31Q: 3 clusters Score -227894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227895.484375 Penalty: 2680.771973
	Iteration 32Q: 3 clusters Score -227895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -227896.875000 Penalty: 2680.771973
	Iteration 33Q: 3 clusters Score -227896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227897.375000 Penalty: 2680.771973
	Iteration 34Q: 3 clusters Score -227897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -227898.531250 Penalty: 2680.771973
	Iteration 35Q: 3 clusters Score -227898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -227901.093750 Penalty: 2680.771973
	Iteration 36Q: 3 clusters Score -227901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -227902.265625 Penalty: 2680.771973
	Iteration 37Q: 3 clusters Score -227902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227902.687500 Penalty: 2680.771973
	Iteration 38Q: 3 clusters Score -227902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227903.031250 Penalty: 2680.771973
	Iteration 39Q: 3 clusters Score -227903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -227903.328125 Penalty: 2680.771973
	Iteration 40F: 3 clusters Score -227903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -227904.343750 Penalty: 2680.771973
	Iteration 41Q: 3 clusters Score -227904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -227905.250000 Penalty: 2680.771973
	Iteration 42Q: 3 clusters Score -227905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227905.750000 Penalty: 2680.771973
	Iteration 43Q: 3 clusters Score -227905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -227908.718750 Penalty: 2680.771973
	Iteration 44Q: 3 clusters Score -227908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227911.562500 Penalty: 2680.771973
	Iteration 45Q: 3 clusters Score -227911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -227913.062500 Penalty: 2680.771973
	Iteration 46Q: 3 clusters Score -227913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227915.015625 Penalty: 2680.771973
	Iteration 47Q: 3 clusters Score -227915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227917.062500 Penalty: 2680.771973
	Iteration 48Q: 3 clusters Score -227917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227918.578125 Penalty: 2680.771973
	Iteration 49Q: 3 clusters Score -227918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -227919.796875 Penalty: 2680.771973
	Iteration 50Q: 3 clusters Score -227919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -227920.375000 Penalty: 2680.771973
	Iteration 51Q: 3 clusters Score -227920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -227921.421875 Penalty: 2680.771973
	Iteration 52Q: 3 clusters Score -227921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -227922.671875 Penalty: 2680.771973
	Iteration 53Q: 3 clusters Score -227922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -227922.890625 Penalty: 2680.771973
	Iteration 54Q: 3 clusters Score -227922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -227923.093750 Penalty: 2680.771973
	Iteration 55Q: 3 clusters Score -227923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -227923.359375 Penalty: 2680.771973
	Iteration 56Q: 3 clusters Score -227923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -227923.359375 Penalty: 2680.771973
	Iteration 57F: 3 clusters Score -227923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -260037.250000 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -260037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -256140.281250 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -256140.3 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -257216.031250 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -257216 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -257435.796875 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -257435.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -257655.875000 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -257655.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -257893.187500 Penalty: 2764.164062
	Iteration 4F: 3 clusters Score -257893.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -258119.187500 Penalty: 2764.164062
	Iteration 5F: 3 clusters Score -258119.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -258310.265625 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -258310.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -258460.296875 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -258460.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -258593.781250 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -258593.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -258710.265625 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -258710.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -258798.437500 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -258798.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -258869.046875 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -258869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -258922.531250 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -258922.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -258956.234375 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -258956.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -258986.375000 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -258986.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -259015.218750 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -259015.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -259036.968750 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -259037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -259049.875000 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -259049.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -259060.515625 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -259060.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -259073.531250 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -259073.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -259079.750000 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -259079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -259087.562500 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -259087.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -259092.078125 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -259092.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -259097.312500 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -259097.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -259099.953125 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -259100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -259101.750000 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -259101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -259103.484375 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -259103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -259107.265625 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -259107.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -259110.796875 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -259110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -259112.515625 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -259112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -259114.390625 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -259114.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -259118.140625 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -259118.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -259122.218750 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -259122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -259125.718750 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -259125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -259130.843750 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -259130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -259136.406250 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -259136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -259140.328125 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -259140.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -259146.828125 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -259146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -259151.328125 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -259151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -259154.593750 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -259154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -259158.203125 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -259158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -259160.546875 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -259160.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -259164.328125 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -259164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -259166.531250 Penalty: 2764.164062
	Iteration 43Q: 3 clusters Score -259166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -259168.781250 Penalty: 2764.164062
	Iteration 44Q: 3 clusters Score -259168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -259173.421875 Penalty: 2764.164062
	Iteration 45Q: 3 clusters Score -259173.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -259179.656250 Penalty: 2764.164062
	Iteration 46Q: 3 clusters Score -259179.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -259187.093750 Penalty: 2764.164062
	Iteration 47Q: 3 clusters Score -259187.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -259200.843750 Penalty: 2764.164062
	Iteration 48Q: 3 clusters Score -259200.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -259217.421875 Penalty: 2764.164062
	Iteration 49Q: 3 clusters Score -259217.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -259237.984375 Penalty: 2764.164062
	Iteration 50Q: 3 clusters Score -259238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -259273.875000 Penalty: 2764.164062
	Iteration 51Q: 3 clusters Score -259273.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -259310.812500 Penalty: 2764.164062
	Iteration 52Q: 3 clusters Score -259310.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -259347.265625 Penalty: 2764.164062
	Iteration 53Q: 3 clusters Score -259347.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -259377.265625 Penalty: 2764.164062
	Iteration 54Q: 3 clusters Score -259377.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -259404.578125 Penalty: 2764.164062
	Iteration 55Q: 3 clusters Score -259404.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -259428.234375 Penalty: 2764.164062
	Iteration 56Q: 3 clusters Score -259428.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -259451.796875 Penalty: 2764.164062
	Iteration 57Q: 3 clusters Score -259451.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -259468.171875 Penalty: 2764.164062
	Iteration 58Q: 3 clusters Score -259468.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -259477.421875 Penalty: 2764.164062
	Iteration 59Q: 3 clusters Score -259477.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -259487.640625 Penalty: 2764.164062
	Iteration 60F: 3 clusters Score -259487.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -259498.734375 Penalty: 2764.164062
	Iteration 61Q: 3 clusters Score -259498.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -259509.375000 Penalty: 2764.164062
	Iteration 62Q: 3 clusters Score -259509.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -259514.718750 Penalty: 2764.164062
	Iteration 63Q: 3 clusters Score -259514.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -259521.109375 Penalty: 2764.164062
	Iteration 64Q: 3 clusters Score -259521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -259525.421875 Penalty: 2764.164062
	Iteration 65Q: 3 clusters Score -259525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -259528.609375 Penalty: 2764.164062
	Iteration 66Q: 3 clusters Score -259528.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -259531.765625 Penalty: 2764.164062
	Iteration 67Q: 3 clusters Score -259531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -259534.515625 Penalty: 2764.164062
	Iteration 68Q: 3 clusters Score -259534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -259534.906250 Penalty: 2764.164062
	Iteration 69Q: 3 clusters Score -259534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -259535.140625 Penalty: 2764.164062
	Iteration 70Q: 3 clusters Score -259535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -259535.343750 Penalty: 2764.164062
	Iteration 71Q: 3 clusters Score -259535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -259535.593750 Penalty: 2764.164062
	Iteration 72Q: 3 clusters Score -259535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -259535.593750 Penalty: 2764.164062
	Iteration 73F: 3 clusters Score -259535.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Entering Unmasked Estep 
Score: -3370685.500000 Penalty: 1775.681152
	Iteration 0F: 2 clusters Score -3370686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3333542.250000 Penalty: 3551.362305
	Iteration 0F: 3 clusters Score -3333542 nChanged 26212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3348892.750000 Penalty: 3551.362305
	Iteration 1F: 3 clusters Score -3348893 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3349892.250000 Penalty: 3551.362305
	Iteration 2Q: 3 clusters Score -3349892 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3351277.000000 Penalty: 3551.362305
	Iteration 3F: 3 clusters Score -3351277 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3353113.500000 Penalty: 3551.362305
	Iteration 4F: 3 clusters Score -3353114 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -3355196.750000 Penalty: 3551.362305
	Iteration 5F: 3 clusters Score -3355197 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3357045.250000 Penalty: 3551.362305
	Iteration 6F: 3 clusters Score -3357045 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3358378.500000 Penalty: 3551.362305
	Iteration 7F: 3 clusters Score -3358378 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -3359294.500000 Penalty: 3551.362305
	Iteration 8Q: 3 clusters Score -3359294 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -3360003.250000 Penalty: 3551.362305
	Iteration 9Q: 3 clusters Score -3360003 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -3360716.250000 Penalty: 3551.362305
	Iteration 10Q: 3 clusters Score -3360716 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -3361459.500000 Penalty: 3551.362305
	Iteration 11Q: 3 clusters Score -3361460 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -3362303.000000 Penalty: 3551.362305
	Iteration 12Q: 3 clusters Score -3362303 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -3363250.750000 Penalty: 3551.362305
	Iteration 13Q: 3 clusters Score -3363251 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -3364255.750000 Penalty: 3551.362305
	Iteration 14Q: 3 clusters Score -3364256 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -3365250.750000 Penalty: 3551.362305
	Iteration 15Q: 3 clusters Score -3365251 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -3366172.750000 Penalty: 3551.362305
	Iteration 16Q: 3 clusters Score -3366173 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -3367008.750000 Penalty: 3551.362305
	Iteration 17Q: 3 clusters Score -3367009 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -3367637.750000 Penalty: 3551.362305
	Iteration 18Q: 3 clusters Score -3367638 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -3368125.500000 Penalty: 3551.362305
	Iteration 19Q: 3 clusters Score -3368126 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -3368474.000000 Penalty: 3551.362305
	Iteration 20F: 3 clusters Score -3368474 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -3368710.500000 Penalty: 3551.362305
	Iteration 21Q: 3 clusters Score -3368710 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -3368903.750000 Penalty: 3551.362305
	Iteration 22Q: 3 clusters Score -3368904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -3369016.250000 Penalty: 3551.362305
	Iteration 23Q: 3 clusters Score -3369016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -3369087.000000 Penalty: 3551.362305
	Iteration 24Q: 3 clusters Score -3369087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -3369135.750000 Penalty: 3551.362305
	Iteration 25Q: 3 clusters Score -3369136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -3369163.750000 Penalty: 3551.362305
	Iteration 26Q: 3 clusters Score -3369164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -3369200.500000 Penalty: 3551.362305
	Iteration 27Q: 3 clusters Score -3369200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -3369225.000000 Penalty: 3551.362305
	Iteration 28Q: 3 clusters Score -3369225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -3369236.500000 Penalty: 3551.362305
	Iteration 29Q: 3 clusters Score -3369236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -3369265.000000 Penalty: 3551.362305
	Iteration 30Q: 3 clusters Score -3369265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -3369277.000000 Penalty: 3551.362305
	Iteration 31Q: 3 clusters Score -3369277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -3369291.250000 Penalty: 3551.362305
	Iteration 32Q: 3 clusters Score -3369291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -3369301.500000 Penalty: 3551.362305
	Iteration 33Q: 3 clusters Score -3369302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -3369307.250000 Penalty: 3551.362305
	Iteration 34Q: 3 clusters Score -3369307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -3369310.000000 Penalty: 3551.362305
	Iteration 35Q: 3 clusters Score -3369310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -3369315.250000 Penalty: 3551.362305
	Iteration 36Q: 3 clusters Score -3369315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -3369315.500000 Penalty: 3551.362305
	Iteration 37Q: 3 clusters Score -3369316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -3369314.750000 Penalty: 3551.362305
	Iteration 38Q: 3 clusters Score -3369315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -3369319.250000 Penalty: 3551.362305
	Iteration 39Q: 3 clusters Score -3369319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -3369319.000000 Penalty: 3551.362305
	Iteration 40F: 3 clusters Score -3369319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -3369315.250000 Penalty: 3551.362305
	Iteration 41Q: 3 clusters Score -3369315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -3369320.250000 Penalty: 3551.362305
	Iteration 42Q: 3 clusters Score -3369320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -3369321.500000 Penalty: 3551.362305
	Iteration 43Q: 3 clusters Score -3369322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -3369320.750000 Penalty: 3551.362305
	Iteration 44Q: 3 clusters Score -3369321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -3369327.250000 Penalty: 3551.362305
	Iteration 45Q: 3 clusters Score -3369327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -3369325.250000 Penalty: 3551.362305
	Iteration 46Q: 3 clusters Score -3369325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -3369325.500000 Penalty: 3551.362305
	Iteration 47Q: 3 clusters Score -3369326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -3369325.500000 Penalty: 3551.362305
	Iteration 48Q: 3 clusters Score -3369326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -3369331.250000 Penalty: 3551.362305
	Iteration 49Q: 3 clusters Score -3369331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -3369335.250000 Penalty: 3551.362305
	Iteration 50Q: 3 clusters Score -3369335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -3369334.000000 Penalty: 3551.362305
	Iteration 51Q: 3 clusters Score -3369334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -3369333.500000 Penalty: 3551.362305
	Iteration 52Q: 3 clusters Score -3369334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -3369333.500000 Penalty: 3551.362305
	Iteration 53Q: 3 clusters Score -3369334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -3369334.500000 Penalty: 3551.362305
	Iteration 54Q: 3 clusters Score -3369334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -3369335.000000 Penalty: 3551.362305
	Iteration 55Q: 3 clusters Score -3369335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -3369333.750000 Penalty: 3551.362305
	Iteration 56Q: 3 clusters Score -3369334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -3369337.000000 Penalty: 3551.362305
	Iteration 57Q: 3 clusters Score -3369337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -3369336.250000 Penalty: 3551.362305
	Iteration 58Q: 3 clusters Score -3369336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -3369336.500000 Penalty: 3551.362305
	Iteration 59Q: 3 clusters Score -3369336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -3369336.500000 Penalty: 3551.362305
	Iteration 60F: 3 clusters Score -3369336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -291567.937500 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -291567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -287219.593750 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -287219.6 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -288472.843750 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -288472.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -288676.281250 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -288676.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -288826.250000 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -288826.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -288951.812500 Penalty: 2799.535889
	Iteration 4Q: 3 clusters Score -288951.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -289067.562500 Penalty: 2799.535889
	Iteration 5Q: 3 clusters Score -289067.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -289187.781250 Penalty: 2799.535889
	Iteration 6Q: 3 clusters Score -289187.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -289297.687500 Penalty: 2799.535889
	Iteration 7Q: 3 clusters Score -289297.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -289404.343750 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -289404.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -289493.437500 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -289493.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -289578.625000 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -289578.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -289673.906250 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -289673.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -289778.000000 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -289778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -289875.031250 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -289875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -289965.156250 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -289965.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -290033.218750 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -290033.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -290086.468750 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -290086.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -290123.968750 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -290124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -290153.437500 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -290153.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -290170.750000 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -290170.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -290187.031250 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -290187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -290201.343750 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -290201.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -290213.593750 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -290213.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -290222.312500 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -290222.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -290229.812500 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -290229.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -290241.250000 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -290241.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -290250.968750 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -290251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -290264.218750 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -290264.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -290282.312500 Penalty: 2799.535889
	Iteration 28Q: 3 clusters Score -290282.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -290292.812500 Penalty: 2799.535889
	Iteration 29Q: 3 clusters Score -290292.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -290304.843750 Penalty: 2799.535889
	Iteration 30Q: 3 clusters Score -290304.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -290316.031250 Penalty: 2799.535889
	Iteration 31Q: 3 clusters Score -290316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -290327.968750 Penalty: 2799.535889
	Iteration 32Q: 3 clusters Score -290328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -290340.968750 Penalty: 2799.535889
	Iteration 33Q: 3 clusters Score -290341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -290351.781250 Penalty: 2799.535889
	Iteration 34Q: 3 clusters Score -290351.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -290361.406250 Penalty: 2799.535889
	Iteration 35Q: 3 clusters Score -290361.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -290373.000000 Penalty: 2799.535889
	Iteration 36Q: 3 clusters Score -290373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -290385.937500 Penalty: 2799.535889
	Iteration 37Q: 3 clusters Score -290385.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -290401.593750 Penalty: 2799.535889
	Iteration 38Q: 3 clusters Score -290401.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -290423.906250 Penalty: 2799.535889
	Iteration 39Q: 3 clusters Score -290423.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -290451.156250 Penalty: 2799.535889
	Iteration 40F: 3 clusters Score -290451.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -290490.812500 Penalty: 2799.535889
	Iteration 41Q: 3 clusters Score -290490.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -290533.312500 Penalty: 2799.535889
	Iteration 42Q: 3 clusters Score -290533.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -290579.218750 Penalty: 2799.535889
	Iteration 43Q: 3 clusters Score -290579.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -290628.187500 Penalty: 2799.535889
	Iteration 44Q: 3 clusters Score -290628.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -290669.781250 Penalty: 2799.535889
	Iteration 45Q: 3 clusters Score -290669.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -290697.218750 Penalty: 2799.535889
	Iteration 46Q: 3 clusters Score -290697.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -290720.812500 Penalty: 2799.535889
	Iteration 47Q: 3 clusters Score -290720.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -290737.531250 Penalty: 2799.535889
	Iteration 48Q: 3 clusters Score -290737.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -290745.875000 Penalty: 2799.535889
	Iteration 49Q: 3 clusters Score -290745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -290750.000000 Penalty: 2799.535889
	Iteration 50Q: 3 clusters Score -290750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -290755.843750 Penalty: 2799.535889
	Iteration 51Q: 3 clusters Score -290755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -290757.843750 Penalty: 2799.535889
	Iteration 52Q: 3 clusters Score -290757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -290762.531250 Penalty: 2799.535889
	Iteration 53Q: 3 clusters Score -290762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -290764.468750 Penalty: 2799.535889
	Iteration 54Q: 3 clusters Score -290764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -290766.593750 Penalty: 2799.535889
	Iteration 55Q: 3 clusters Score -290766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -290767.125000 Penalty: 2799.535889
	Iteration 56Q: 3 clusters Score -290767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -290768.531250 Penalty: 2799.535889
	Iteration 57Q: 3 clusters Score -290768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -290770.406250 Penalty: 2799.535889
	Iteration 58Q: 3 clusters Score -290770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -290770.562500 Penalty: 2799.535889
	Iteration 59Q: 3 clusters Score -290770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -290771.250000 Penalty: 2799.535889
	Iteration 60F: 3 clusters Score -290771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -290771.468750 Penalty: 2799.535889
	Iteration 61Q: 3 clusters Score -290771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -290772.625000 Penalty: 2799.535889
	Iteration 62Q: 3 clusters Score -290772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -290775.000000 Penalty: 2799.535889
	Iteration 63Q: 3 clusters Score -290775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -290777.750000 Penalty: 2799.535889
	Iteration 64Q: 3 clusters Score -290777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -290778.468750 Penalty: 2799.535889
	Iteration 65Q: 3 clusters Score -290778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -290778.375000 Penalty: 2799.535889
	Iteration 66Q: 3 clusters Score -290778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -290778.375000 Penalty: 2799.535889
	Iteration 67F: 3 clusters Score -290778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -139872.500000 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -139872.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -137500.468750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -137500.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -138094.734375 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -138094.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -138265.343750 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -138265.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -138354.109375 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -138354.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -138414.468750 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -138414.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -138469.890625 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -138469.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -138518.203125 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -138518.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -138553.578125 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -138553.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -138589.796875 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -138589.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -138643.968750 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -138644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -138687.984375 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -138688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -138730.765625 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -138730.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -138775.296875 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -138775.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138810.968750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -138811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138834.859375 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -138834.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -138854.312500 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -138854.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -138875.546875 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -138875.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -138888.921875 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -138888.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -138898.125000 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -138898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -138909.437500 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -138909.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -138918.296875 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -138918.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -138926.828125 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -138926.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138934.375000 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -138934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138941.953125 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -138942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -138945.625000 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -138945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -138948.109375 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -138948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -138951.671875 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -138951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138956.125000 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -138956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138959.703125 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -138959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -138963.078125 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -138963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138966.562500 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -138966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -138968.734375 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -138968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138970.031250 Penalty: 2541.120605
	Iteration 32Q: 3 clusters Score -138970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -138971.109375 Penalty: 2541.120605
	Iteration 33Q: 3 clusters Score -138971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -138972.765625 Penalty: 2541.120605
	Iteration 34Q: 3 clusters Score -138972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138975.281250 Penalty: 2541.120605
	Iteration 35Q: 3 clusters Score -138975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -138977.468750 Penalty: 2541.120605
	Iteration 36Q: 3 clusters Score -138977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -138978.453125 Penalty: 2541.120605
	Iteration 37Q: 3 clusters Score -138978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -138978.578125 Penalty: 2541.120605
	Iteration 38Q: 3 clusters Score -138978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -138978.578125 Penalty: 2541.120605
	Iteration 39F: 3 clusters Score -138978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -392789.375000 Penalty: 1425.800781
	Iteration 0F: 2 clusters Score -392789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -387898.968750 Penalty: 2851.601562
	Iteration 0F: 3 clusters Score -387899 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -389261.781250 Penalty: 2851.601562
	Iteration 1F: 3 clusters Score -389261.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -389450.562500 Penalty: 2851.601562
	Iteration 2F: 3 clusters Score -389450.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -389581.062500 Penalty: 2851.601562
	Iteration 3Q: 3 clusters Score -389581.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -389671.531250 Penalty: 2851.601562
	Iteration 4Q: 3 clusters Score -389671.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -389754.750000 Penalty: 2851.601562
	Iteration 5Q: 3 clusters Score -389754.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -389838.843750 Penalty: 2851.601562
	Iteration 6Q: 3 clusters Score -389838.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -389935.687500 Penalty: 2851.601562
	Iteration 7Q: 3 clusters Score -389935.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -390039.593750 Penalty: 2851.601562
	Iteration 8Q: 3 clusters Score -390039.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -390154.718750 Penalty: 2851.601562
	Iteration 9Q: 3 clusters Score -390154.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -390288.000000 Penalty: 2851.601562
	Iteration 10Q: 3 clusters Score -390288 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -390425.750000 Penalty: 2851.601562
	Iteration 11Q: 3 clusters Score -390425.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -390563.718750 Penalty: 2851.601562
	Iteration 12Q: 3 clusters Score -390563.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -390709.218750 Penalty: 2851.601562
	Iteration 13Q: 3 clusters Score -390709.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -390846.875000 Penalty: 2851.601562
	Iteration 14Q: 3 clusters Score -390846.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -390980.500000 Penalty: 2851.601562
	Iteration 15Q: 3 clusters Score -390980.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -391102.718750 Penalty: 2851.601562
	Iteration 16Q: 3 clusters Score -391102.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -391200.656250 Penalty: 2851.601562
	Iteration 17Q: 3 clusters Score -391200.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -391286.437500 Penalty: 2851.601562
	Iteration 18Q: 3 clusters Score -391286.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -391342.562500 Penalty: 2851.601562
	Iteration 19Q: 3 clusters Score -391342.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -391390.937500 Penalty: 2851.601562
	Iteration 20F: 3 clusters Score -391390.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -391424.593750 Penalty: 2851.601562
	Iteration 21Q: 3 clusters Score -391424.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -391444.750000 Penalty: 2851.601562
	Iteration 22Q: 3 clusters Score -391444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -391457.968750 Penalty: 2851.601562
	Iteration 23Q: 3 clusters Score -391458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -391470.187500 Penalty: 2851.601562
	Iteration 24Q: 3 clusters Score -391470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -391479.281250 Penalty: 2851.601562
	Iteration 25Q: 3 clusters Score -391479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -391490.406250 Penalty: 2851.601562
	Iteration 26Q: 3 clusters Score -391490.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -391495.781250 Penalty: 2851.601562
	Iteration 27Q: 3 clusters Score -391495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -391502.687500 Penalty: 2851.601562
	Iteration 28Q: 3 clusters Score -391502.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -391508.781250 Penalty: 2851.601562
	Iteration 29Q: 3 clusters Score -391508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -391516.156250 Penalty: 2851.601562
	Iteration 30Q: 3 clusters Score -391516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -391517.812500 Penalty: 2851.601562
	Iteration 31Q: 3 clusters Score -391517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -391522.187500 Penalty: 2851.601562
	Iteration 32Q: 3 clusters Score -391522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -391522.000000 Penalty: 2851.601562
	Iteration 33Q: 3 clusters Score -391522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -391522.468750 Penalty: 2851.601562
	Iteration 34Q: 3 clusters Score -391522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -391522.718750 Penalty: 2851.601562
	Iteration 35Q: 3 clusters Score -391522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -391526.468750 Penalty: 2851.601562
	Iteration 36Q: 3 clusters Score -391526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -391530.656250 Penalty: 2851.601562
	Iteration 37Q: 3 clusters Score -391530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -391535.437500 Penalty: 2851.601562
	Iteration 38Q: 3 clusters Score -391535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -391541.968750 Penalty: 2851.601562
	Iteration 39Q: 3 clusters Score -391542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -391545.000000 Penalty: 2851.601562
	Iteration 40F: 3 clusters Score -391545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -391545.937500 Penalty: 2851.601562
	Iteration 41Q: 3 clusters Score -391545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -391545.937500 Penalty: 2851.601562
	Iteration 42F: 3 clusters Score -391545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -78530.140625 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -78530.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -76606.609375 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -76606.61 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -77290.570312 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -77290.57 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -77624.773438 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -77624.77 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -77866.242188 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -77866.24 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -77995.093750 Penalty: 2444.955811
	Iteration 4F: 3 clusters Score -77995.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -78081.054688 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -78081.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -78131.539062 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -78131.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -78172.234375 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -78172.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78197.750000 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -78197.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -78213.429688 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -78213.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -78224.398438 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -78224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -78228.617188 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -78228.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -78234.929688 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -78234.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -78239.632812 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -78239.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -78241.390625 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -78241.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -78244.226562 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -78244.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -78244.929688 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -78244.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -78244.929688 Penalty: 2444.955811
	Iteration 17F: 3 clusters Score -78244.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -116727.960938 Penalty: 1248.553101
	Iteration 0F: 2 clusters Score -116728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -114591.984375 Penalty: 2497.106201
	Iteration 0F: 3 clusters Score -114592 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -115159.054688 Penalty: 2497.106201
	Iteration 1F: 3 clusters Score -115159.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -115287.632812 Penalty: 2497.106201
	Iteration 2F: 3 clusters Score -115287.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -115383.570312 Penalty: 2497.106201
	Iteration 3Q: 3 clusters Score -115383.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -115451.898438 Penalty: 2497.106201
	Iteration 4Q: 3 clusters Score -115451.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -115513.953125 Penalty: 2497.106201
	Iteration 5Q: 3 clusters Score -115514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -115562.242188 Penalty: 2497.106201
	Iteration 6Q: 3 clusters Score -115562.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -115611.242188 Penalty: 2497.106201
	Iteration 7Q: 3 clusters Score -115611.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -115661.515625 Penalty: 2497.106201
	Iteration 8Q: 3 clusters Score -115661.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -115719.296875 Penalty: 2497.106201
	Iteration 9Q: 3 clusters Score -115719.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -115773.945312 Penalty: 2497.106201
	Iteration 10Q: 3 clusters Score -115773.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -115807.632812 Penalty: 2497.106201
	Iteration 11Q: 3 clusters Score -115807.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -115846.046875 Penalty: 2497.106201
	Iteration 12Q: 3 clusters Score -115846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115878.937500 Penalty: 2497.106201
	Iteration 13Q: 3 clusters Score -115878.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -115918.476562 Penalty: 2497.106201
	Iteration 14Q: 3 clusters Score -115918.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -115955.421875 Penalty: 2497.106201
	Iteration 15Q: 3 clusters Score -115955.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -115977.210938 Penalty: 2497.106201
	Iteration 16Q: 3 clusters Score -115977.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -115997.445312 Penalty: 2497.106201
	Iteration 17Q: 3 clusters Score -115997.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -116008.898438 Penalty: 2497.106201
	Iteration 18Q: 3 clusters Score -116008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -116017.093750 Penalty: 2497.106201
	Iteration 19Q: 3 clusters Score -116017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -116021.531250 Penalty: 2497.106201
	Iteration 20F: 3 clusters Score -116021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -116028.070312 Penalty: 2497.106201
	Iteration 21Q: 3 clusters Score -116028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -116033.414062 Penalty: 2497.106201
	Iteration 22Q: 3 clusters Score -116033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116037.804688 Penalty: 2497.106201
	Iteration 23Q: 3 clusters Score -116037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116048.023438 Penalty: 2497.106201
	Iteration 24Q: 3 clusters Score -116048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -116054.718750 Penalty: 2497.106201
	Iteration 25Q: 3 clusters Score -116054.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -116065.617188 Penalty: 2497.106201
	Iteration 26Q: 3 clusters Score -116065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -116072.757812 Penalty: 2497.106201
	Iteration 27Q: 3 clusters Score -116072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -116078.000000 Penalty: 2497.106201
	Iteration 28Q: 3 clusters Score -116078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -116079.539062 Penalty: 2497.106201
	Iteration 29Q: 3 clusters Score -116079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -116080.875000 Penalty: 2497.106201
	Iteration 30Q: 3 clusters Score -116080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116081.515625 Penalty: 2497.106201
	Iteration 31Q: 3 clusters Score -116081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116082.117188 Penalty: 2497.106201
	Iteration 32Q: 3 clusters Score -116082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116082.375000 Penalty: 2497.106201
	Iteration 33Q: 3 clusters Score -116082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116082.375000 Penalty: 2497.106201
	Iteration 34F: 3 clusters Score -116082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -183797.281250 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -183797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -180806.281250 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -180806.3 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -181650.546875 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -181650.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -181827.078125 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -181827.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -181981.296875 Penalty: 2647.962646
	Iteration 3F: 3 clusters Score -181981.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -182165.062500 Penalty: 2647.962646
	Iteration 4F: 3 clusters Score -182165.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -182381.625000 Penalty: 2647.962646
	Iteration 5F: 3 clusters Score -182381.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -182588.171875 Penalty: 2647.962646
	Iteration 6F: 3 clusters Score -182588.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -182751.468750 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -182751.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -182860.468750 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -182860.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -182948.875000 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -182948.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -183011.562500 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -183011.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -183057.000000 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -183057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -183102.734375 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -183102.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -183134.000000 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -183134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -183166.875000 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -183166.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -183222.031250 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -183222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -183264.656250 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -183264.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -183299.250000 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -183299.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -183322.421875 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -183322.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -183341.859375 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -183341.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -183359.609375 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -183359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -183375.390625 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -183375.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -183389.109375 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -183389.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -183404.828125 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -183404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -183411.531250 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -183411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -183415.750000 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -183415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -183416.937500 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -183416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -183416.937500 Penalty: 2647.962646
	Iteration 27F: 3 clusters Score -183416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -98999.554688 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -98999.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -97061.117188 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -97061.12 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97457.562500 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -97457.56 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97558.882812 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -97558.88 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97621.093750 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -97621.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97662.320312 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -97662.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97698.867188 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -97698.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97721.718750 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -97721.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97733.164062 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -97733.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97742.140625 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -97742.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97747.390625 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -97747.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97749.070312 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -97749.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97750.609375 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -97750.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97751.617188 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -97751.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97753.585938 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -97753.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -97755.078125 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -97755.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -97756.234375 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -97756.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -97756.234375 Penalty: 2431.322510
	Iteration 16F: 3 clusters Score -97756.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -637657.562500 Penalty: 1505.103271
	Iteration 0F: 2 clusters Score -637657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -630114.812500 Penalty: 3010.206543
	Iteration 0F: 3 clusters Score -630114.8 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -632529.312500 Penalty: 3010.206543
	Iteration 1F: 3 clusters Score -632529.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -632800.437500 Penalty: 3010.206543
	Iteration 2F: 3 clusters Score -632800.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -633063.437500 Penalty: 3010.206543
	Iteration 3F: 3 clusters Score -633063.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -633380.750000 Penalty: 3010.206543
	Iteration 4F: 3 clusters Score -633380.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -633737.750000 Penalty: 3010.206543
	Iteration 5F: 3 clusters Score -633737.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -634157.625000 Penalty: 3010.206543
	Iteration 6F: 3 clusters Score -634157.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -634633.125000 Penalty: 3010.206543
	Iteration 7F: 3 clusters Score -634633.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -635100.187500 Penalty: 3010.206543
	Iteration 8F: 3 clusters Score -635100.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -635479.750000 Penalty: 3010.206543
	Iteration 9Q: 3 clusters Score -635479.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -635742.000000 Penalty: 3010.206543
	Iteration 10Q: 3 clusters Score -635742 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -635927.375000 Penalty: 3010.206543
	Iteration 11Q: 3 clusters Score -635927.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -636052.625000 Penalty: 3010.206543
	Iteration 12Q: 3 clusters Score -636052.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -636141.937500 Penalty: 3010.206543
	Iteration 13Q: 3 clusters Score -636141.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -636182.750000 Penalty: 3010.206543
	Iteration 14Q: 3 clusters Score -636182.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -636223.562500 Penalty: 3010.206543
	Iteration 15Q: 3 clusters Score -636223.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -636255.875000 Penalty: 3010.206543
	Iteration 16Q: 3 clusters Score -636255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -636284.187500 Penalty: 3010.206543
	Iteration 17Q: 3 clusters Score -636284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -636296.187500 Penalty: 3010.206543
	Iteration 18Q: 3 clusters Score -636296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -636304.125000 Penalty: 3010.206543
	Iteration 19Q: 3 clusters Score -636304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -636308.000000 Penalty: 3010.206543
	Iteration 20F: 3 clusters Score -636308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -636312.062500 Penalty: 3010.206543
	Iteration 21Q: 3 clusters Score -636312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -636316.125000 Penalty: 3010.206543
	Iteration 22Q: 3 clusters Score -636316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -636320.125000 Penalty: 3010.206543
	Iteration 23Q: 3 clusters Score -636320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -636321.375000 Penalty: 3010.206543
	Iteration 24Q: 3 clusters Score -636321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -636326.062500 Penalty: 3010.206543
	Iteration 25Q: 3 clusters Score -636326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -636330.625000 Penalty: 3010.206543
	Iteration 26Q: 3 clusters Score -636330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -636332.437500 Penalty: 3010.206543
	Iteration 27Q: 3 clusters Score -636332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -636336.062500 Penalty: 3010.206543
	Iteration 28Q: 3 clusters Score -636336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -636337.125000 Penalty: 3010.206543
	Iteration 29Q: 3 clusters Score -636337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -636339.000000 Penalty: 3010.206543
	Iteration 30Q: 3 clusters Score -636339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -636340.750000 Penalty: 3010.206543
	Iteration 31Q: 3 clusters Score -636340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -636345.625000 Penalty: 3010.206543
	Iteration 32Q: 3 clusters Score -636345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -636351.375000 Penalty: 3010.206543
	Iteration 33Q: 3 clusters Score -636351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -636351.937500 Penalty: 3010.206543
	Iteration 34Q: 3 clusters Score -636351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -636353.687500 Penalty: 3010.206543
	Iteration 35Q: 3 clusters Score -636353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -636353.687500 Penalty: 3010.206543
	Iteration 36F: 3 clusters Score -636353.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Entering Unmasked Estep 
Score: -2132662.750000 Penalty: 1701.889526
	Iteration 0F: 2 clusters Score -2132663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2108988.250000 Penalty: 3403.779053
	Iteration 0F: 3 clusters Score -2108988 nChanged 16378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2118155.000000 Penalty: 3403.779053
	Iteration 1F: 3 clusters Score -2118155 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2118757.500000 Penalty: 3403.779053
	Iteration 2Q: 3 clusters Score -2118758 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2119578.000000 Penalty: 3403.779053
	Iteration 3F: 3 clusters Score -2119578 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2120848.500000 Penalty: 3403.779053
	Iteration 4F: 3 clusters Score -2120848 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2122651.000000 Penalty: 3403.779053
	Iteration 5F: 3 clusters Score -2122651 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2124997.500000 Penalty: 3403.779053
	Iteration 6F: 3 clusters Score -2124998 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2127495.000000 Penalty: 3403.779053
	Iteration 7F: 3 clusters Score -2127495 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2129382.750000 Penalty: 3403.779053
	Iteration 8F: 3 clusters Score -2129383 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2130459.250000 Penalty: 3403.779053
	Iteration 9Q: 3 clusters Score -2130459 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2130848.250000 Penalty: 3403.779053
	Iteration 10Q: 3 clusters Score -2130848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2130977.000000 Penalty: 3403.779053
	Iteration 11Q: 3 clusters Score -2130977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2131045.750000 Penalty: 3403.779053
	Iteration 12Q: 3 clusters Score -2131046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2131080.000000 Penalty: 3403.779053
	Iteration 13Q: 3 clusters Score -2131080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2131103.000000 Penalty: 3403.779053
	Iteration 14Q: 3 clusters Score -2131103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2131115.250000 Penalty: 3403.779053
	Iteration 15Q: 3 clusters Score -2131115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2131129.000000 Penalty: 3403.779053
	Iteration 16Q: 3 clusters Score -2131129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2131146.500000 Penalty: 3403.779053
	Iteration 17Q: 3 clusters Score -2131146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2131151.750000 Penalty: 3403.779053
	Iteration 18Q: 3 clusters Score -2131152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2131156.000000 Penalty: 3403.779053
	Iteration 19Q: 3 clusters Score -2131156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2131158.000000 Penalty: 3403.779053
	Iteration 20F: 3 clusters Score -2131158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2131161.750000 Penalty: 3403.779053
	Iteration 21Q: 3 clusters Score -2131162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2131164.250000 Penalty: 3403.779053
	Iteration 22Q: 3 clusters Score -2131164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2131167.250000 Penalty: 3403.779053
	Iteration 23Q: 3 clusters Score -2131167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2131167.250000 Penalty: 3403.779053
	Iteration 24F: 3 clusters Score -2131167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Entering Unmasked Estep 
Score: -4795651.500000 Penalty: 1836.541992
	Iteration 0F: 2 clusters Score -4795652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -4741628.500000 Penalty: 3673.083984
	Iteration 0F: 3 clusters Score -4741628 nChanged 38542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -4764156.000000 Penalty: 3673.083984
	Iteration 1F: 3 clusters Score -4764156 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -4764887.000000 Penalty: 3673.083984
	Iteration 2Q: 3 clusters Score -4764887 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -4765828.000000 Penalty: 3673.083984
	Iteration 3Q: 3 clusters Score -4765828 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -4767236.000000 Penalty: 3673.083984
	Iteration 4Q: 3 clusters Score -4767236 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -4769259.500000 Penalty: 3673.083984
	Iteration 5Q: 3 clusters Score -4769260 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -4772354.500000 Penalty: 3673.083984
	Iteration 6F: 3 clusters Score -4772354 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -4776446.500000 Penalty: 3673.083984
	Iteration 7F: 3 clusters Score -4776446 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -4781022.500000 Penalty: 3673.083984
	Iteration 8F: 3 clusters Score -4781022 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -4785006.000000 Penalty: 3673.083984
	Iteration 9F: 3 clusters Score -4785006 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -4788147.000000 Penalty: 3673.083984
	Iteration 10Q: 3 clusters Score -4788147 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -4790370.500000 Penalty: 3673.083984
	Iteration 11Q: 3 clusters Score -4790370 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -4791886.000000 Penalty: 3673.083984
	Iteration 12Q: 3 clusters Score -4791886 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -4792847.500000 Penalty: 3673.083984
	Iteration 13Q: 3 clusters Score -4792848 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -4793468.000000 Penalty: 3673.083984
	Iteration 14Q: 3 clusters Score -4793468 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -4793754.500000 Penalty: 3673.083984
	Iteration 15Q: 3 clusters Score -4793754 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -4793917.500000 Penalty: 3673.083984
	Iteration 16Q: 3 clusters Score -4793918 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -4793981.500000 Penalty: 3673.083984
	Iteration 17Q: 3 clusters Score -4793982 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -4794027.000000 Penalty: 3673.083984
	Iteration 18Q: 3 clusters Score -4794027 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -4794047.000000 Penalty: 3673.083984
	Iteration 19Q: 3 clusters Score -4794047 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -4794077.000000 Penalty: 3673.083984
	Iteration 20F: 3 clusters Score -4794077 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -4794093.500000 Penalty: 3673.083984
	Iteration 21Q: 3 clusters Score -4794094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -4794113.500000 Penalty: 3673.083984
	Iteration 22Q: 3 clusters Score -4794114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -4794114.000000 Penalty: 3673.083984
	Iteration 23Q: 3 clusters Score -4794114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -4794120.000000 Penalty: 3673.083984
	Iteration 24Q: 3 clusters Score -4794120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -4794150.000000 Penalty: 3673.083984
	Iteration 25Q: 3 clusters Score -4794150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -4794154.500000 Penalty: 3673.083984
	Iteration 26Q: 3 clusters Score -4794154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -4794148.500000 Penalty: 3673.083984
	Iteration 27Q: 3 clusters Score -4794148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -4794152.500000 Penalty: 3673.083984
	Iteration 28Q: 3 clusters Score -4794152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -4794153.500000 Penalty: 3673.083984
	Iteration 29Q: 3 clusters Score -4794154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -4794153.000000 Penalty: 3673.083984
	Iteration 30Q: 3 clusters Score -4794153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -4794152.000000 Penalty: 3673.083984
	Iteration 31Q: 3 clusters Score -4794152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -4794171.000000 Penalty: 3673.083984
	Iteration 32Q: 3 clusters Score -4794171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -4794182.000000 Penalty: 3673.083984
	Iteration 33Q: 3 clusters Score -4794182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -4794185.500000 Penalty: 3673.083984
	Iteration 34Q: 3 clusters Score -4794186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -4794188.000000 Penalty: 3673.083984
	Iteration 35Q: 3 clusters Score -4794188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -4794189.000000 Penalty: 3673.083984
	Iteration 36Q: 3 clusters Score -4794189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -4794197.000000 Penalty: 3673.083984
	Iteration 37Q: 3 clusters Score -4794197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -4794195.000000 Penalty: 3673.083984
	Iteration 38Q: 3 clusters Score -4794195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -4794198.000000 Penalty: 3673.083984
	Iteration 39Q: 3 clusters Score -4794198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -4794205.500000 Penalty: 3673.083984
	Iteration 40F: 3 clusters Score -4794206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -4794195.500000 Penalty: 3673.083984
	Iteration 41Q: 3 clusters Score -4794196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -4794193.500000 Penalty: 3673.083984
	Iteration 42Q: 3 clusters Score -4794194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -4794183.500000 Penalty: 3673.083984
	Iteration 43Q: 3 clusters Score -4794184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -4794176.500000 Penalty: 3673.083984
	Iteration 44Q: 3 clusters Score -4794176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -4794183.500000 Penalty: 3673.083984
	Iteration 45Q: 3 clusters Score -4794184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -4794184.000000 Penalty: 3673.083984
	Iteration 46Q: 3 clusters Score -4794184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -4794185.500000 Penalty: 3673.083984
	Iteration 47Q: 3 clusters Score -4794186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -4794184.500000 Penalty: 3673.083984
	Iteration 48Q: 3 clusters Score -4794184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -4794183.500000 Penalty: 3673.083984
	Iteration 49Q: 3 clusters Score -4794184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -4794186.000000 Penalty: 3673.083984
	Iteration 50Q: 3 clusters Score -4794186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -4794183.000000 Penalty: 3673.083984
	Iteration 51Q: 3 clusters Score -4794183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -4794181.500000 Penalty: 3673.083984
	Iteration 52Q: 3 clusters Score -4794182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -4794190.500000 Penalty: 3673.083984
	Iteration 53Q: 3 clusters Score -4794190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -4794190.500000 Penalty: 3673.083984
	Iteration 54Q: 3 clusters Score -4794190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -4794190.000000 Penalty: 3673.083984
	Iteration 55Q: 3 clusters Score -4794190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -4794189.000000 Penalty: 3673.083984
	Iteration 56Q: 3 clusters Score -4794189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -4794186.000000 Penalty: 3673.083984
	Iteration 57Q: 3 clusters Score -4794186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -4794189.000000 Penalty: 3673.083984
	Iteration 58Q: 3 clusters Score -4794189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -4794184.500000 Penalty: 3673.083984
	Iteration 59Q: 3 clusters Score -4794184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -4794178.000000 Penalty: 3673.083984
	Iteration 60F: 3 clusters Score -4794178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -4794177.500000 Penalty: 3673.083984
	Iteration 61Q: 3 clusters Score -4794178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -4794174.500000 Penalty: 3673.083984
	Iteration 62Q: 3 clusters Score -4794174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -4794174.500000 Penalty: 3673.083984
	Iteration 63Q: 3 clusters Score -4794174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -4794176.500000 Penalty: 3673.083984
	Iteration 64Q: 3 clusters Score -4794176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -4794181.500000 Penalty: 3673.083984
	Iteration 65Q: 3 clusters Score -4794182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -4794180.500000 Penalty: 3673.083984
	Iteration 66Q: 3 clusters Score -4794180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -4794180.500000 Penalty: 3673.083984
	Iteration 67F: 3 clusters Score -4794180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -285766.906250 Penalty: 1378.590942
	Iteration 0F: 2 clusters Score -285766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -281903.812500 Penalty: 2757.181885
	Iteration 0F: 3 clusters Score -281903.8 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -282976.187500 Penalty: 2757.181885
	Iteration 1F: 3 clusters Score -282976.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -283191.250000 Penalty: 2757.181885
	Iteration 2F: 3 clusters Score -283191.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -283410.750000 Penalty: 2757.181885
	Iteration 3F: 3 clusters Score -283410.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -283666.718750 Penalty: 2757.181885
	Iteration 4F: 3 clusters Score -283666.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -283930.156250 Penalty: 2757.181885
	Iteration 5F: 3 clusters Score -283930.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -284155.000000 Penalty: 2757.181885
	Iteration 6F: 3 clusters Score -284155 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -284313.531250 Penalty: 2757.181885
	Iteration 7F: 3 clusters Score -284313.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -284437.062500 Penalty: 2757.181885
	Iteration 8Q: 3 clusters Score -284437.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -284526.812500 Penalty: 2757.181885
	Iteration 9Q: 3 clusters Score -284526.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -284579.343750 Penalty: 2757.181885
	Iteration 10Q: 3 clusters Score -284579.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -284613.625000 Penalty: 2757.181885
	Iteration 11Q: 3 clusters Score -284613.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -284638.375000 Penalty: 2757.181885
	Iteration 12Q: 3 clusters Score -284638.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -284658.656250 Penalty: 2757.181885
	Iteration 13Q: 3 clusters Score -284658.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -284673.281250 Penalty: 2757.181885
	Iteration 14Q: 3 clusters Score -284673.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -284686.593750 Penalty: 2757.181885
	Iteration 15Q: 3 clusters Score -284686.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -284693.937500 Penalty: 2757.181885
	Iteration 16Q: 3 clusters Score -284693.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -284698.937500 Penalty: 2757.181885
	Iteration 17Q: 3 clusters Score -284698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -284701.843750 Penalty: 2757.181885
	Iteration 18Q: 3 clusters Score -284701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -284704.156250 Penalty: 2757.181885
	Iteration 19Q: 3 clusters Score -284704.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -284708.375000 Penalty: 2757.181885
	Iteration 20F: 3 clusters Score -284708.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -284713.812500 Penalty: 2757.181885
	Iteration 21Q: 3 clusters Score -284713.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -284718.687500 Penalty: 2757.181885
	Iteration 22Q: 3 clusters Score -284718.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -284722.843750 Penalty: 2757.181885
	Iteration 23Q: 3 clusters Score -284722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284725.531250 Penalty: 2757.181885
	Iteration 24Q: 3 clusters Score -284725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -284728.781250 Penalty: 2757.181885
	Iteration 25Q: 3 clusters Score -284728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -284730.843750 Penalty: 2757.181885
	Iteration 26Q: 3 clusters Score -284730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -284731.281250 Penalty: 2757.181885
	Iteration 27Q: 3 clusters Score -284731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -284733.593750 Penalty: 2757.181885
	Iteration 28Q: 3 clusters Score -284733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -284734.156250 Penalty: 2757.181885
	Iteration 29Q: 3 clusters Score -284734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -284734.531250 Penalty: 2757.181885
	Iteration 30Q: 3 clusters Score -284734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -284734.031250 Penalty: 2757.181885
	Iteration 31Q: 3 clusters Score -284734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -284734.593750 Penalty: 2757.181885
	Iteration 32Q: 3 clusters Score -284734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284735.906250 Penalty: 2757.181885
	Iteration 33Q: 3 clusters Score -284735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -284736.843750 Penalty: 2757.181885
	Iteration 34Q: 3 clusters Score -284736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -284740.531250 Penalty: 2757.181885
	Iteration 35Q: 3 clusters Score -284740.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -284745.187500 Penalty: 2757.181885
	Iteration 36Q: 3 clusters Score -284745.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -284749.812500 Penalty: 2757.181885
	Iteration 37Q: 3 clusters Score -284749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -284754.093750 Penalty: 2757.181885
	Iteration 38Q: 3 clusters Score -284754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -284755.500000 Penalty: 2757.181885
	Iteration 39Q: 3 clusters Score -284755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -284759.718750 Penalty: 2757.181885
	Iteration 40F: 3 clusters Score -284759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -284764.218750 Penalty: 2757.181885
	Iteration 41Q: 3 clusters Score -284764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284766.218750 Penalty: 2757.181885
	Iteration 42Q: 3 clusters Score -284766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -284768.750000 Penalty: 2757.181885
	Iteration 43Q: 3 clusters Score -284768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284771.000000 Penalty: 2757.181885
	Iteration 44Q: 3 clusters Score -284771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -284773.093750 Penalty: 2757.181885
	Iteration 45Q: 3 clusters Score -284773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -284774.156250 Penalty: 2757.181885
	Iteration 46Q: 3 clusters Score -284774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284777.625000 Penalty: 2757.181885
	Iteration 47Q: 3 clusters Score -284777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284779.406250 Penalty: 2757.181885
	Iteration 48Q: 3 clusters Score -284779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284782.906250 Penalty: 2757.181885
	Iteration 49Q: 3 clusters Score -284782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284785.250000 Penalty: 2757.181885
	Iteration 50Q: 3 clusters Score -284785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284787.500000 Penalty: 2757.181885
	Iteration 51Q: 3 clusters Score -284787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -284790.125000 Penalty: 2757.181885
	Iteration 52Q: 3 clusters Score -284790.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284792.125000 Penalty: 2757.181885
	Iteration 53Q: 3 clusters Score -284792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284793.406250 Penalty: 2757.181885
	Iteration 54Q: 3 clusters Score -284793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -284797.625000 Penalty: 2757.181885
	Iteration 55Q: 3 clusters Score -284797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -284799.343750 Penalty: 2757.181885
	Iteration 56Q: 3 clusters Score -284799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284799.531250 Penalty: 2757.181885
	Iteration 57Q: 3 clusters Score -284799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -284800.062500 Penalty: 2757.181885
	Iteration 58Q: 3 clusters Score -284800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -284800.968750 Penalty: 2757.181885
	Iteration 59Q: 3 clusters Score -284801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -284800.875000 Penalty: 2757.181885
	Iteration 60F: 3 clusters Score -284800.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -339058.875000 Penalty: 1425.297241
	Iteration 0F: 2 clusters Score -339058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -334190.156250 Penalty: 2850.594482
	Iteration 0F: 3 clusters Score -334190.2 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -335762.250000 Penalty: 2850.594482
	Iteration 1F: 3 clusters Score -335762.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -336093.625000 Penalty: 2850.594482
	Iteration 2F: 3 clusters Score -336093.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -336393.687500 Penalty: 2850.594482
	Iteration 3F: 3 clusters Score -336393.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -336681.000000 Penalty: 2850.594482
	Iteration 4F: 3 clusters Score -336681 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -336969.218750 Penalty: 2850.594482
	Iteration 5F: 3 clusters Score -336969.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -337248.125000 Penalty: 2850.594482
	Iteration 6F: 3 clusters Score -337248.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -337485.875000 Penalty: 2850.594482
	Iteration 7Q: 3 clusters Score -337485.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -337683.406250 Penalty: 2850.594482
	Iteration 8Q: 3 clusters Score -337683.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -337842.687500 Penalty: 2850.594482
	Iteration 9Q: 3 clusters Score -337842.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -337957.656250 Penalty: 2850.594482
	Iteration 10Q: 3 clusters Score -337957.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -338046.062500 Penalty: 2850.594482
	Iteration 11Q: 3 clusters Score -338046.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -338111.875000 Penalty: 2850.594482
	Iteration 12Q: 3 clusters Score -338111.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -338161.062500 Penalty: 2850.594482
	Iteration 13Q: 3 clusters Score -338161.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -338196.218750 Penalty: 2850.594482
	Iteration 14Q: 3 clusters Score -338196.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -338222.406250 Penalty: 2850.594482
	Iteration 15Q: 3 clusters Score -338222.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -338240.812500 Penalty: 2850.594482
	Iteration 16Q: 3 clusters Score -338240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -338252.406250 Penalty: 2850.594482
	Iteration 17Q: 3 clusters Score -338252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -338262.062500 Penalty: 2850.594482
	Iteration 18Q: 3 clusters Score -338262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -338270.000000 Penalty: 2850.594482
	Iteration 19Q: 3 clusters Score -338270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -338274.281250 Penalty: 2850.594482
	Iteration 20F: 3 clusters Score -338274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -338279.187500 Penalty: 2850.594482
	Iteration 21Q: 3 clusters Score -338279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -338279.875000 Penalty: 2850.594482
	Iteration 22Q: 3 clusters Score -338279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -338279.875000 Penalty: 2850.594482
	Iteration 23F: 3 clusters Score -338279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -37890.332031 Penalty: 1059.361450
	Iteration 0F: 2 clusters Score -37890.33 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 342 members 
Entering Unmasked Estep 
Score: -36712.390625 Penalty: 2118.722900
	Iteration 0F: 3 clusters Score -36712.39 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36915.855469 Penalty: 2118.722900
	Iteration 1F: 3 clusters Score -36915.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37028.578125 Penalty: 2118.722900
	Iteration 2F: 3 clusters Score -37028.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37098.824219 Penalty: 2118.722900
	Iteration 3Q: 3 clusters Score -37098.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37154.378906 Penalty: 2118.722900
	Iteration 4Q: 3 clusters Score -37154.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37191.785156 Penalty: 2118.722900
	Iteration 5Q: 3 clusters Score -37191.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37206.457031 Penalty: 2118.722900
	Iteration 6Q: 3 clusters Score -37206.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37220.910156 Penalty: 2118.722900
	Iteration 7Q: 3 clusters Score -37220.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37232.285156 Penalty: 2118.722900
	Iteration 8Q: 3 clusters Score -37232.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37242.148438 Penalty: 2118.722900
	Iteration 9Q: 3 clusters Score -37242.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37246.277344 Penalty: 2118.722900
	Iteration 10Q: 3 clusters Score -37246.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37249.097656 Penalty: 2118.722900
	Iteration 11Q: 3 clusters Score -37249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37251.437500 Penalty: 2118.722900
	Iteration 12Q: 3 clusters Score -37251.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37254.117188 Penalty: 2118.722900
	Iteration 13Q: 3 clusters Score -37254.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37257.316406 Penalty: 2118.722900
	Iteration 14Q: 3 clusters Score -37257.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37263.113281 Penalty: 2118.722900
	Iteration 15Q: 3 clusters Score -37263.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37272.011719 Penalty: 2118.722900
	Iteration 16Q: 3 clusters Score -37272.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37276.304688 Penalty: 2118.722900
	Iteration 17Q: 3 clusters Score -37276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37279.617188 Penalty: 2118.722900
	Iteration 18Q: 3 clusters Score -37279.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37280.890625 Penalty: 2118.722900
	Iteration 19Q: 3 clusters Score -37280.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -37281.570312 Penalty: 2118.722900
	Iteration 20F: 3 clusters Score -37281.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37285.941406 Penalty: 2118.722900
	Iteration 21Q: 3 clusters Score -37285.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37289.667969 Penalty: 2118.722900
	Iteration 22Q: 3 clusters Score -37289.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37291.050781 Penalty: 2118.722900
	Iteration 23Q: 3 clusters Score -37291.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37292.523438 Penalty: 2118.722900
	Iteration 24Q: 3 clusters Score -37292.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37292.523438 Penalty: 2118.722900
	Iteration 25F: 3 clusters Score -37292.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Entering Unmasked Estep 
Score: -991592.375000 Penalty: 1577.434570
	Iteration 0F: 2 clusters Score -991592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -980269.250000 Penalty: 3154.869141
	Iteration 0F: 3 clusters Score -980269.2 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -984273.562500 Penalty: 3154.869141
	Iteration 1F: 3 clusters Score -984273.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -984667.312500 Penalty: 3154.869141
	Iteration 2F: 3 clusters Score -984667.3 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -985115.062500 Penalty: 3154.869141
	Iteration 3F: 3 clusters Score -985115.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -985665.562500 Penalty: 3154.869141
	Iteration 4F: 3 clusters Score -985665.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -986302.187500 Penalty: 3154.869141
	Iteration 5F: 3 clusters Score -986302.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -987012.000000 Penalty: 3154.869141
	Iteration 6F: 3 clusters Score -987012 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -987620.812500 Penalty: 3154.869141
	Iteration 7F: 3 clusters Score -987620.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -988175.750000 Penalty: 3154.869141
	Iteration 8Q: 3 clusters Score -988175.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -988637.000000 Penalty: 3154.869141
	Iteration 9Q: 3 clusters Score -988637 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -989030.062500 Penalty: 3154.869141
	Iteration 10Q: 3 clusters Score -989030.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -989379.562500 Penalty: 3154.869141
	Iteration 11Q: 3 clusters Score -989379.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -989665.187500 Penalty: 3154.869141
	Iteration 12Q: 3 clusters Score -989665.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -989865.937500 Penalty: 3154.869141
	Iteration 13Q: 3 clusters Score -989865.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -989979.000000 Penalty: 3154.869141
	Iteration 14Q: 3 clusters Score -989979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -990035.000000 Penalty: 3154.869141
	Iteration 15Q: 3 clusters Score -990035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -990062.750000 Penalty: 3154.869141
	Iteration 16Q: 3 clusters Score -990062.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -990090.375000 Penalty: 3154.869141
	Iteration 17Q: 3 clusters Score -990090.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -990115.312500 Penalty: 3154.869141
	Iteration 18Q: 3 clusters Score -990115.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -990133.437500 Penalty: 3154.869141
	Iteration 19Q: 3 clusters Score -990133.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -990148.875000 Penalty: 3154.869141
	Iteration 20F: 3 clusters Score -990148.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -990164.125000 Penalty: 3154.869141
	Iteration 21Q: 3 clusters Score -990164.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -990174.250000 Penalty: 3154.869141
	Iteration 22Q: 3 clusters Score -990174.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -990182.375000 Penalty: 3154.869141
	Iteration 23Q: 3 clusters Score -990182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -990186.375000 Penalty: 3154.869141
	Iteration 24Q: 3 clusters Score -990186.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -990192.875000 Penalty: 3154.869141
	Iteration 25Q: 3 clusters Score -990192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -990206.750000 Penalty: 3154.869141
	Iteration 26Q: 3 clusters Score -990206.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -990219.312500 Penalty: 3154.869141
	Iteration 27Q: 3 clusters Score -990219.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -990232.750000 Penalty: 3154.869141
	Iteration 28Q: 3 clusters Score -990232.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -990244.250000 Penalty: 3154.869141
	Iteration 29Q: 3 clusters Score -990244.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -990255.437500 Penalty: 3154.869141
	Iteration 30Q: 3 clusters Score -990255.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -990267.812500 Penalty: 3154.869141
	Iteration 31Q: 3 clusters Score -990267.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -990281.625000 Penalty: 3154.869141
	Iteration 32Q: 3 clusters Score -990281.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -990292.937500 Penalty: 3154.869141
	Iteration 33Q: 3 clusters Score -990292.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -990313.750000 Penalty: 3154.869141
	Iteration 34Q: 3 clusters Score -990313.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -990338.250000 Penalty: 3154.869141
	Iteration 35Q: 3 clusters Score -990338.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -990369.687500 Penalty: 3154.869141
	Iteration 36Q: 3 clusters Score -990369.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -990384.562500 Penalty: 3154.869141
	Iteration 37Q: 3 clusters Score -990384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -990397.000000 Penalty: 3154.869141
	Iteration 38Q: 3 clusters Score -990397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -990414.875000 Penalty: 3154.869141
	Iteration 39Q: 3 clusters Score -990414.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -990428.125000 Penalty: 3154.869141
	Iteration 40F: 3 clusters Score -990428.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -990439.750000 Penalty: 3154.869141
	Iteration 41Q: 3 clusters Score -990439.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -990443.250000 Penalty: 3154.869141
	Iteration 42Q: 3 clusters Score -990443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -990452.687500 Penalty: 3154.869141
	Iteration 43Q: 3 clusters Score -990452.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -990460.500000 Penalty: 3154.869141
	Iteration 44Q: 3 clusters Score -990460.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -990469.312500 Penalty: 3154.869141
	Iteration 45Q: 3 clusters Score -990469.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -990476.875000 Penalty: 3154.869141
	Iteration 46Q: 3 clusters Score -990476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -990485.812500 Penalty: 3154.869141
	Iteration 47Q: 3 clusters Score -990485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -990489.750000 Penalty: 3154.869141
	Iteration 48Q: 3 clusters Score -990489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -990490.062500 Penalty: 3154.869141
	Iteration 49Q: 3 clusters Score -990490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -990492.062500 Penalty: 3154.869141
	Iteration 50Q: 3 clusters Score -990492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -990492.500000 Penalty: 3154.869141
	Iteration 51Q: 3 clusters Score -990492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -990495.937500 Penalty: 3154.869141
	Iteration 52Q: 3 clusters Score -990495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -990496.250000 Penalty: 3154.869141
	Iteration 53Q: 3 clusters Score -990496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -990497.187500 Penalty: 3154.869141
	Iteration 54Q: 3 clusters Score -990497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -990497.187500 Penalty: 3154.869141
	Iteration 55F: 3 clusters Score -990497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -30018.509766 Penalty: 1059.121582
	Iteration 0F: 2 clusters Score -30018.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28836.257812 Penalty: 2118.243164
	Iteration 0F: 3 clusters Score -28836.26 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29065.066406 Penalty: 2118.243164
	Iteration 1F: 3 clusters Score -29065.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29138.179688 Penalty: 2118.243164
	Iteration 2F: 3 clusters Score -29138.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29199.625000 Penalty: 2118.243164
	Iteration 3Q: 3 clusters Score -29199.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29244.947266 Penalty: 2118.243164
	Iteration 4Q: 3 clusters Score -29244.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29271.361328 Penalty: 2118.243164
	Iteration 5Q: 3 clusters Score -29271.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29304.531250 Penalty: 2118.243164
	Iteration 6Q: 3 clusters Score -29304.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29344.599609 Penalty: 2118.243164
	Iteration 7Q: 3 clusters Score -29344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29374.980469 Penalty: 2118.243164
	Iteration 8Q: 3 clusters Score -29374.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29428.810547 Penalty: 2118.243164
	Iteration 9Q: 3 clusters Score -29428.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29474.503906 Penalty: 2118.243164
	Iteration 10Q: 3 clusters Score -29474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29490.419922 Penalty: 2118.243164
	Iteration 11Q: 3 clusters Score -29490.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29502.437500 Penalty: 2118.243164
	Iteration 12Q: 3 clusters Score -29502.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29507.603516 Penalty: 2118.243164
	Iteration 13Q: 3 clusters Score -29507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29511.933594 Penalty: 2118.243164
	Iteration 14Q: 3 clusters Score -29511.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29513.710938 Penalty: 2118.243164
	Iteration 15Q: 3 clusters Score -29513.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29519.798828 Penalty: 2118.243164
	Iteration 16Q: 3 clusters Score -29519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29526.126953 Penalty: 2118.243164
	Iteration 17Q: 3 clusters Score -29526.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29528.261719 Penalty: 2118.243164
	Iteration 18Q: 3 clusters Score -29528.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29528.261719 Penalty: 2118.243164
	Iteration 19F: 3 clusters Score -29528.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -106571.476562 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -106571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -104618.867188 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -104618.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -105025.960938 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -105026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -105099.640625 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -105099.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -105130.828125 Penalty: 2441.600830
	Iteration 3Q: 3 clusters Score -105130.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -105159.007812 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -105159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -105182.390625 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -105182.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -105195.296875 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -105195.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -105208.250000 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -105208.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -105219.976562 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -105220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -105241.679688 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -105241.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -105273.500000 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -105273.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105309.585938 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -105309.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -105344.210938 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -105344.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -105376.546875 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -105376.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -105399.218750 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -105399.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -105417.296875 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -105417.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -105432.789062 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -105432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -105451.476562 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -105451.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -105465.203125 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -105465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -105475.796875 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -105475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -105486.968750 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -105487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -105496.648438 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -105496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -105501.000000 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -105501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -105504.304688 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -105504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -105507.523438 Penalty: 2441.600830
	Iteration 24Q: 3 clusters Score -105507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -105513.984375 Penalty: 2441.600830
	Iteration 25Q: 3 clusters Score -105514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -105519.054688 Penalty: 2441.600830
	Iteration 26Q: 3 clusters Score -105519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -105524.343750 Penalty: 2441.600830
	Iteration 27Q: 3 clusters Score -105524.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -105532.468750 Penalty: 2441.600830
	Iteration 28Q: 3 clusters Score -105532.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -105538.453125 Penalty: 2441.600830
	Iteration 29Q: 3 clusters Score -105538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -105544.726562 Penalty: 2441.600830
	Iteration 30Q: 3 clusters Score -105544.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -105551.562500 Penalty: 2441.600830
	Iteration 31Q: 3 clusters Score -105551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -105554.367188 Penalty: 2441.600830
	Iteration 32Q: 3 clusters Score -105554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -105556.093750 Penalty: 2441.600830
	Iteration 33Q: 3 clusters Score -105556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -105558.156250 Penalty: 2441.600830
	Iteration 34Q: 3 clusters Score -105558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -105559.601562 Penalty: 2441.600830
	Iteration 35Q: 3 clusters Score -105559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -105560.867188 Penalty: 2441.600830
	Iteration 36Q: 3 clusters Score -105560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -105562.859375 Penalty: 2441.600830
	Iteration 37Q: 3 clusters Score -105562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105565.859375 Penalty: 2441.600830
	Iteration 38Q: 3 clusters Score -105565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -105569.031250 Penalty: 2441.600830
	Iteration 39Q: 3 clusters Score -105569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -105571.382812 Penalty: 2441.600830
	Iteration 40F: 3 clusters Score -105571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -105574.914062 Penalty: 2441.600830
	Iteration 41Q: 3 clusters Score -105574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -105576.796875 Penalty: 2441.600830
	Iteration 42Q: 3 clusters Score -105576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -105577.257812 Penalty: 2441.600830
	Iteration 43Q: 3 clusters Score -105577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -105577.257812 Penalty: 2441.600830
	Iteration 44F: 3 clusters Score -105577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Entering Unmasked Estep 
Score: -539291.750000 Penalty: 1486.331421
	Iteration 0F: 2 clusters Score -539291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -532556.937500 Penalty: 2972.662842
	Iteration 0F: 3 clusters Score -532556.9 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -534913.125000 Penalty: 2972.662842
	Iteration 1F: 3 clusters Score -534913.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -535218.125000 Penalty: 2972.662842
	Iteration 2F: 3 clusters Score -535218.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -535487.375000 Penalty: 2972.662842
	Iteration 3F: 3 clusters Score -535487.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -535722.875000 Penalty: 2972.662842
	Iteration 4Q: 3 clusters Score -535722.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -535967.062500 Penalty: 2972.662842
	Iteration 5Q: 3 clusters Score -535967.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -536264.000000 Penalty: 2972.662842
	Iteration 6Q: 3 clusters Score -536264 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -536609.000000 Penalty: 2972.662842
	Iteration 7Q: 3 clusters Score -536609 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -536985.062500 Penalty: 2972.662842
	Iteration 8Q: 3 clusters Score -536985.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -537334.062500 Penalty: 2972.662842
	Iteration 9Q: 3 clusters Score -537334.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -537709.375000 Penalty: 2972.662842
	Iteration 10Q: 3 clusters Score -537709.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -538039.750000 Penalty: 2972.662842
	Iteration 11Q: 3 clusters Score -538039.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -538270.687500 Penalty: 2972.662842
	Iteration 12Q: 3 clusters Score -538270.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -538413.312500 Penalty: 2972.662842
	Iteration 13Q: 3 clusters Score -538413.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -538484.687500 Penalty: 2972.662842
	Iteration 14Q: 3 clusters Score -538484.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -538544.312500 Penalty: 2972.662842
	Iteration 15Q: 3 clusters Score -538544.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -538595.875000 Penalty: 2972.662842
	Iteration 16Q: 3 clusters Score -538595.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -538647.812500 Penalty: 2972.662842
	Iteration 17Q: 3 clusters Score -538647.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -538692.875000 Penalty: 2972.662842
	Iteration 18Q: 3 clusters Score -538692.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -538722.375000 Penalty: 2972.662842
	Iteration 19Q: 3 clusters Score -538722.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -538751.500000 Penalty: 2972.662842
	Iteration 20F: 3 clusters Score -538751.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -538780.562500 Penalty: 2972.662842
	Iteration 21Q: 3 clusters Score -538780.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -538809.187500 Penalty: 2972.662842
	Iteration 22Q: 3 clusters Score -538809.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -538830.500000 Penalty: 2972.662842
	Iteration 23Q: 3 clusters Score -538830.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -538852.000000 Penalty: 2972.662842
	Iteration 24Q: 3 clusters Score -538852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -538874.937500 Penalty: 2972.662842
	Iteration 25Q: 3 clusters Score -538874.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -538893.062500 Penalty: 2972.662842
	Iteration 26Q: 3 clusters Score -538893.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -538907.937500 Penalty: 2972.662842
	Iteration 27Q: 3 clusters Score -538907.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -538922.062500 Penalty: 2972.662842
	Iteration 28Q: 3 clusters Score -538922.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -538942.875000 Penalty: 2972.662842
	Iteration 29Q: 3 clusters Score -538942.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -538974.187500 Penalty: 2972.662842
	Iteration 30Q: 3 clusters Score -538974.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -539006.625000 Penalty: 2972.662842
	Iteration 31Q: 3 clusters Score -539006.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -539041.187500 Penalty: 2972.662842
	Iteration 32Q: 3 clusters Score -539041.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -539083.687500 Penalty: 2972.662842
	Iteration 33Q: 3 clusters Score -539083.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -539123.812500 Penalty: 2972.662842
	Iteration 34Q: 3 clusters Score -539123.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -539155.875000 Penalty: 2972.662842
	Iteration 35Q: 3 clusters Score -539155.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -539180.125000 Penalty: 2972.662842
	Iteration 36Q: 3 clusters Score -539180.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -539202.312500 Penalty: 2972.662842
	Iteration 37Q: 3 clusters Score -539202.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -539235.437500 Penalty: 2972.662842
	Iteration 38Q: 3 clusters Score -539235.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -539266.687500 Penalty: 2972.662842
	Iteration 39Q: 3 clusters Score -539266.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -539292.000000 Penalty: 2972.662842
	Iteration 40F: 3 clusters Score -539292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -539309.062500 Penalty: 2972.662842
	Iteration 41Q: 3 clusters Score -539309.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -539325.812500 Penalty: 2972.662842
	Iteration 42Q: 3 clusters Score -539325.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -539343.562500 Penalty: 2972.662842
	Iteration 43Q: 3 clusters Score -539343.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -539364.687500 Penalty: 2972.662842
	Iteration 44Q: 3 clusters Score -539364.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -539379.625000 Penalty: 2972.662842
	Iteration 45Q: 3 clusters Score -539379.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -539396.875000 Penalty: 2972.662842
	Iteration 46Q: 3 clusters Score -539396.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -539409.687500 Penalty: 2972.662842
	Iteration 47Q: 3 clusters Score -539409.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -539427.562500 Penalty: 2972.662842
	Iteration 48Q: 3 clusters Score -539427.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -539445.875000 Penalty: 2972.662842
	Iteration 49Q: 3 clusters Score -539445.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -539463.250000 Penalty: 2972.662842
	Iteration 50Q: 3 clusters Score -539463.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -539479.562500 Penalty: 2972.662842
	Iteration 51Q: 3 clusters Score -539479.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -539494.000000 Penalty: 2972.662842
	Iteration 52Q: 3 clusters Score -539494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -539508.250000 Penalty: 2972.662842
	Iteration 53Q: 3 clusters Score -539508.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -539521.437500 Penalty: 2972.662842
	Iteration 54Q: 3 clusters Score -539521.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -539530.375000 Penalty: 2972.662842
	Iteration 55Q: 3 clusters Score -539530.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -539539.375000 Penalty: 2972.662842
	Iteration 56Q: 3 clusters Score -539539.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -539544.562500 Penalty: 2972.662842
	Iteration 57Q: 3 clusters Score -539544.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -539548.750000 Penalty: 2972.662842
	Iteration 58Q: 3 clusters Score -539548.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -539555.250000 Penalty: 2972.662842
	Iteration 59Q: 3 clusters Score -539555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -539561.187500 Penalty: 2972.662842
	Iteration 60F: 3 clusters Score -539561.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -539564.937500 Penalty: 2972.662842
	Iteration 61Q: 3 clusters Score -539564.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -539568.875000 Penalty: 2972.662842
	Iteration 62Q: 3 clusters Score -539568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -539572.437500 Penalty: 2972.662842
	Iteration 63Q: 3 clusters Score -539572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -539572.312500 Penalty: 2972.662842
	Iteration 64Q: 3 clusters Score -539572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -539573.000000 Penalty: 2972.662842
	Iteration 65Q: 3 clusters Score -539573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -539575.375000 Penalty: 2972.662842
	Iteration 66Q: 3 clusters Score -539575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -539575.562500 Penalty: 2972.662842
	Iteration 67Q: 3 clusters Score -539575.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -539576.062500 Penalty: 2972.662842
	Iteration 68Q: 3 clusters Score -539576.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -539576.625000 Penalty: 2972.662842
	Iteration 69Q: 3 clusters Score -539576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -539578.062500 Penalty: 2972.662842
	Iteration 70Q: 3 clusters Score -539578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -539581.312500 Penalty: 2972.662842
	Iteration 71Q: 3 clusters Score -539581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -539583.062500 Penalty: 2972.662842
	Iteration 72Q: 3 clusters Score -539583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -539583.562500 Penalty: 2972.662842
	Iteration 73Q: 3 clusters Score -539583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -539584.625000 Penalty: 2972.662842
	Iteration 74Q: 3 clusters Score -539584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -539584.312500 Penalty: 2972.662842
	Iteration 75Q: 3 clusters Score -539584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -539586.250000 Penalty: 2972.662842
	Iteration 76Q: 3 clusters Score -539586.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -539586.125000 Penalty: 2972.662842
	Iteration 77Q: 3 clusters Score -539586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -539589.000000 Penalty: 2972.662842
	Iteration 78Q: 3 clusters Score -539589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -539588.625000 Penalty: 2972.662842
	Iteration 79Q: 3 clusters Score -539588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -539591.187500 Penalty: 2972.662842
	Iteration 80F: 3 clusters Score -539591.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -539591.062500 Penalty: 2972.662842
	Iteration 81Q: 3 clusters Score -539591.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -539591.937500 Penalty: 2972.662842
	Iteration 82Q: 3 clusters Score -539591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -539592.812500 Penalty: 2972.662842
	Iteration 83Q: 3 clusters Score -539592.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -539595.687500 Penalty: 2972.662842
	Iteration 84Q: 3 clusters Score -539595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -539596.375000 Penalty: 2972.662842
	Iteration 85Q: 3 clusters Score -539596.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -539597.062500 Penalty: 2972.662842
	Iteration 86Q: 3 clusters Score -539597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -539598.187500 Penalty: 2972.662842
	Iteration 87Q: 3 clusters Score -539598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -539597.500000 Penalty: 2972.662842
	Iteration 88Q: 3 clusters Score -539597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -539598.250000 Penalty: 2972.662842
	Iteration 89Q: 3 clusters Score -539598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -539598.250000 Penalty: 2972.662842
	Iteration 90Q: 3 clusters Score -539598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -539599.062500 Penalty: 2972.662842
	Iteration 91Q: 3 clusters Score -539599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -539599.312500 Penalty: 2972.662842
	Iteration 92Q: 3 clusters Score -539599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -539599.312500 Penalty: 2972.662842
	Iteration 93Q: 3 clusters Score -539599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -539599.625000 Penalty: 2972.662842
	Iteration 94Q: 3 clusters Score -539599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -539600.250000 Penalty: 2972.662842
	Iteration 95Q: 3 clusters Score -539600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -539601.187500 Penalty: 2972.662842
	Iteration 96Q: 3 clusters Score -539601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -539601.437500 Penalty: 2972.662842
	Iteration 97Q: 3 clusters Score -539601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -539601.437500 Penalty: 2972.662842
	Iteration 98F: 3 clusters Score -539601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35354 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4309 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27160 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63395 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31240 members 
Mstep: Class 45 contains 1090 members 
Mstep: Class 46 contains 5362 members 
Entering Unmasked Estep 
Score: -30938844.000000 Penalty: 98796.632812
Splitting cluster 20 changes total score from -30939340.000000 to -30938844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -71380.679688 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -71380.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69784.968750 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -69784.97 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -70279.382812 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -70279.38 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -70448.882812 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -70448.88 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -70573.625000 Penalty: 2340.380615
	Iteration 3F: 3 clusters Score -70573.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70663.335938 Penalty: 2340.380615
	Iteration 4F: 3 clusters Score -70663.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -70742.914062 Penalty: 2340.380615
	Iteration 5Q: 3 clusters Score -70742.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -70819.687500 Penalty: 2340.380615
	Iteration 6Q: 3 clusters Score -70819.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -70890.242188 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -70890.24 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -70964.914062 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -70964.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -71011.632812 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -71011.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -71034.585938 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -71034.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -71046.335938 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -71046.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -71059.570312 Penalty: 2340.380615
	Iteration 12Q: 3 clusters Score -71059.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -71073.468750 Penalty: 2340.380615
	Iteration 13Q: 3 clusters Score -71073.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -71081.515625 Penalty: 2340.380615
	Iteration 14Q: 3 clusters Score -71081.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -71091.140625 Penalty: 2340.380615
	Iteration 15Q: 3 clusters Score -71091.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -71099.101562 Penalty: 2340.380615
	Iteration 16Q: 3 clusters Score -71099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -71101.710938 Penalty: 2340.380615
	Iteration 17Q: 3 clusters Score -71101.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -71103.789062 Penalty: 2340.380615
	Iteration 18Q: 3 clusters Score -71103.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -71104.125000 Penalty: 2340.380615
	Iteration 19Q: 3 clusters Score -71104.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -71104.125000 Penalty: 2340.380615
	Iteration 20F: 3 clusters Score -71104.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -301219.031250 Penalty: 1380.827271
	Iteration 0F: 2 clusters Score -301219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -297363.187500 Penalty: 2761.654541
	Iteration 0F: 3 clusters Score -297363.2 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -298550.656250 Penalty: 2761.654541
	Iteration 1F: 3 clusters Score -298550.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -298802.843750 Penalty: 2761.654541
	Iteration 2F: 3 clusters Score -298802.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -298988.625000 Penalty: 2761.654541
	Iteration 3F: 3 clusters Score -298988.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -299111.375000 Penalty: 2761.654541
	Iteration 4Q: 3 clusters Score -299111.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -299207.406250 Penalty: 2761.654541
	Iteration 5Q: 3 clusters Score -299207.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -299300.468750 Penalty: 2761.654541
	Iteration 6Q: 3 clusters Score -299300.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -299371.781250 Penalty: 2761.654541
	Iteration 7Q: 3 clusters Score -299371.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -299441.906250 Penalty: 2761.654541
	Iteration 8Q: 3 clusters Score -299441.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -299501.343750 Penalty: 2761.654541
	Iteration 9Q: 3 clusters Score -299501.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -299572.187500 Penalty: 2761.654541
	Iteration 10Q: 3 clusters Score -299572.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -299623.593750 Penalty: 2761.654541
	Iteration 11Q: 3 clusters Score -299623.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -299670.406250 Penalty: 2761.654541
	Iteration 12Q: 3 clusters Score -299670.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -299703.531250 Penalty: 2761.654541
	Iteration 13Q: 3 clusters Score -299703.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -299725.562500 Penalty: 2761.654541
	Iteration 14Q: 3 clusters Score -299725.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -299741.781250 Penalty: 2761.654541
	Iteration 15Q: 3 clusters Score -299741.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -299757.937500 Penalty: 2761.654541
	Iteration 16Q: 3 clusters Score -299757.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -299765.031250 Penalty: 2761.654541
	Iteration 17Q: 3 clusters Score -299765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -299769.781250 Penalty: 2761.654541
	Iteration 18Q: 3 clusters Score -299769.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -299772.812500 Penalty: 2761.654541
	Iteration 19Q: 3 clusters Score -299772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -299775.937500 Penalty: 2761.654541
	Iteration 20F: 3 clusters Score -299775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -299778.343750 Penalty: 2761.654541
	Iteration 21Q: 3 clusters Score -299778.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -299781.500000 Penalty: 2761.654541
	Iteration 22Q: 3 clusters Score -299781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -299784.875000 Penalty: 2761.654541
	Iteration 23Q: 3 clusters Score -299784.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -299788.687500 Penalty: 2761.654541
	Iteration 24Q: 3 clusters Score -299788.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -299792.218750 Penalty: 2761.654541
	Iteration 25Q: 3 clusters Score -299792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -299798.687500 Penalty: 2761.654541
	Iteration 26Q: 3 clusters Score -299798.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -299802.625000 Penalty: 2761.654541
	Iteration 27Q: 3 clusters Score -299802.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -299806.406250 Penalty: 2761.654541
	Iteration 28Q: 3 clusters Score -299806.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -299810.000000 Penalty: 2761.654541
	Iteration 29Q: 3 clusters Score -299810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -299811.875000 Penalty: 2761.654541
	Iteration 30Q: 3 clusters Score -299811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -299813.468750 Penalty: 2761.654541
	Iteration 31Q: 3 clusters Score -299813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -299815.937500 Penalty: 2761.654541
	Iteration 32Q: 3 clusters Score -299815.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -299818.656250 Penalty: 2761.654541
	Iteration 33Q: 3 clusters Score -299818.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -299821.187500 Penalty: 2761.654541
	Iteration 34Q: 3 clusters Score -299821.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -299823.625000 Penalty: 2761.654541
	Iteration 35Q: 3 clusters Score -299823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -299824.437500 Penalty: 2761.654541
	Iteration 36Q: 3 clusters Score -299824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -299825.062500 Penalty: 2761.654541
	Iteration 37Q: 3 clusters Score -299825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -299826.593750 Penalty: 2761.654541
	Iteration 38Q: 3 clusters Score -299826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -299828.625000 Penalty: 2761.654541
	Iteration 39Q: 3 clusters Score -299828.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -299829.968750 Penalty: 2761.654541
	Iteration 40F: 3 clusters Score -299830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -299833.093750 Penalty: 2761.654541
	Iteration 41Q: 3 clusters Score -299833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -299837.062500 Penalty: 2761.654541
	Iteration 42Q: 3 clusters Score -299837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -299841.625000 Penalty: 2761.654541
	Iteration 43Q: 3 clusters Score -299841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -299846.125000 Penalty: 2761.654541
	Iteration 44Q: 3 clusters Score -299846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -299852.843750 Penalty: 2761.654541
	Iteration 45Q: 3 clusters Score -299852.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -299860.406250 Penalty: 2761.654541
	Iteration 46Q: 3 clusters Score -299860.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -299866.125000 Penalty: 2761.654541
	Iteration 47Q: 3 clusters Score -299866.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -299875.875000 Penalty: 2761.654541
	Iteration 48Q: 3 clusters Score -299875.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -299889.000000 Penalty: 2761.654541
	Iteration 49Q: 3 clusters Score -299889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -299905.062500 Penalty: 2761.654541
	Iteration 50Q: 3 clusters Score -299905.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -299914.812500 Penalty: 2761.654541
	Iteration 51Q: 3 clusters Score -299914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -299924.437500 Penalty: 2761.654541
	Iteration 52Q: 3 clusters Score -299924.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -299935.500000 Penalty: 2761.654541
	Iteration 53Q: 3 clusters Score -299935.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -299954.281250 Penalty: 2761.654541
	Iteration 54Q: 3 clusters Score -299954.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -299975.781250 Penalty: 2761.654541
	Iteration 55Q: 3 clusters Score -299975.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -299992.750000 Penalty: 2761.654541
	Iteration 56Q: 3 clusters Score -299992.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -300007.781250 Penalty: 2761.654541
	Iteration 57Q: 3 clusters Score -300007.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -300017.406250 Penalty: 2761.654541
	Iteration 58Q: 3 clusters Score -300017.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -300026.593750 Penalty: 2761.654541
	Iteration 59Q: 3 clusters Score -300026.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -300035.781250 Penalty: 2761.654541
	Iteration 60F: 3 clusters Score -300035.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -300044.031250 Penalty: 2761.654541
	Iteration 61Q: 3 clusters Score -300044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -300051.187500 Penalty: 2761.654541
	Iteration 62Q: 3 clusters Score -300051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -300055.718750 Penalty: 2761.654541
	Iteration 63Q: 3 clusters Score -300055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -300057.562500 Penalty: 2761.654541
	Iteration 64Q: 3 clusters Score -300057.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -300060.375000 Penalty: 2761.654541
	Iteration 65Q: 3 clusters Score -300060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -300064.031250 Penalty: 2761.654541
	Iteration 66Q: 3 clusters Score -300064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -300068.468750 Penalty: 2761.654541
	Iteration 67Q: 3 clusters Score -300068.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300071.062500 Penalty: 2761.654541
	Iteration 68Q: 3 clusters Score -300071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -300073.500000 Penalty: 2761.654541
	Iteration 69Q: 3 clusters Score -300073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300074.906250 Penalty: 2761.654541
	Iteration 70Q: 3 clusters Score -300074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -300076.437500 Penalty: 2761.654541
	Iteration 71Q: 3 clusters Score -300076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300078.625000 Penalty: 2761.654541
	Iteration 72Q: 3 clusters Score -300078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -300080.281250 Penalty: 2761.654541
	Iteration 73Q: 3 clusters Score -300080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -300082.781250 Penalty: 2761.654541
	Iteration 74Q: 3 clusters Score -300082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -300084.031250 Penalty: 2761.654541
	Iteration 75Q: 3 clusters Score -300084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -300085.437500 Penalty: 2761.654541
	Iteration 76Q: 3 clusters Score -300085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -300086.125000 Penalty: 2761.654541
	Iteration 77Q: 3 clusters Score -300086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -300087.156250 Penalty: 2761.654541
	Iteration 78Q: 3 clusters Score -300087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -300089.562500 Penalty: 2761.654541
	Iteration 79Q: 3 clusters Score -300089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300091.531250 Penalty: 2761.654541
	Iteration 80F: 3 clusters Score -300091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -300092.093750 Penalty: 2761.654541
	Iteration 81Q: 3 clusters Score -300092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300092.250000 Penalty: 2761.654541
	Iteration 82Q: 3 clusters Score -300092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -300091.750000 Penalty: 2761.654541
	Iteration 83Q: 3 clusters Score -300091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -300092.812500 Penalty: 2761.654541
	Iteration 84Q: 3 clusters Score -300092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -300094.250000 Penalty: 2761.654541
	Iteration 85Q: 3 clusters Score -300094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -300095.718750 Penalty: 2761.654541
	Iteration 86Q: 3 clusters Score -300095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300097.062500 Penalty: 2761.654541
	Iteration 87Q: 3 clusters Score -300097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300097.156250 Penalty: 2761.654541
	Iteration 88Q: 3 clusters Score -300097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300097.156250 Penalty: 2761.654541
	Iteration 89F: 3 clusters Score -300097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -54105.296875 Penalty: 1112.973267
	Iteration 0F: 2 clusters Score -54105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -52726.468750 Penalty: 2225.946533
	Iteration 0F: 3 clusters Score -52726.47 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -52961.816406 Penalty: 2225.946533
	Iteration 1F: 3 clusters Score -52961.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -53045.871094 Penalty: 2225.946533
	Iteration 2F: 3 clusters Score -53045.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -53082.960938 Penalty: 2225.946533
	Iteration 3Q: 3 clusters Score -53082.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53099.085938 Penalty: 2225.946533
	Iteration 4Q: 3 clusters Score -53099.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53111.562500 Penalty: 2225.946533
	Iteration 5Q: 3 clusters Score -53111.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53121.296875 Penalty: 2225.946533
	Iteration 6Q: 3 clusters Score -53121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53123.800781 Penalty: 2225.946533
	Iteration 7Q: 3 clusters Score -53123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53130.437500 Penalty: 2225.946533
	Iteration 8Q: 3 clusters Score -53130.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53136.183594 Penalty: 2225.946533
	Iteration 9Q: 3 clusters Score -53136.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53137.875000 Penalty: 2225.946533
	Iteration 10Q: 3 clusters Score -53137.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53140.039062 Penalty: 2225.946533
	Iteration 11Q: 3 clusters Score -53140.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53140.277344 Penalty: 2225.946533
	Iteration 12Q: 3 clusters Score -53140.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53140.277344 Penalty: 2225.946533
	Iteration 13F: 3 clusters Score -53140.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Entering Unmasked Estep 
Score: -356958.062500 Penalty: 1418.842163
	Iteration 0F: 2 clusters Score -356958.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -352244.000000 Penalty: 2837.684326
	Iteration 0F: 3 clusters Score -352244 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -353888.656250 Penalty: 2837.684326
	Iteration 1F: 3 clusters Score -353888.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -354550.218750 Penalty: 2837.684326
	Iteration 2F: 3 clusters Score -354550.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -355326.906250 Penalty: 2837.684326
	Iteration 3F: 3 clusters Score -355326.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -356065.187500 Penalty: 2837.684326
	Iteration 4F: 3 clusters Score -356065.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -356545.906250 Penalty: 2837.684326
	Iteration 5F: 3 clusters Score -356545.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -356826.500000 Penalty: 2837.684326
	Iteration 6Q: 3 clusters Score -356826.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -356994.718750 Penalty: 2837.684326
	Iteration 7Q: 3 clusters Score -356994.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -357087.875000 Penalty: 2837.684326
	Iteration 8Q: 3 clusters Score -357087.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -357137.281250 Penalty: 2837.684326
	Iteration 9Q: 3 clusters Score -357137.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -357171.843750 Penalty: 2837.684326
	Iteration 10Q: 3 clusters Score -357171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -357190.125000 Penalty: 2837.684326
	Iteration 11Q: 3 clusters Score -357190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -357196.812500 Penalty: 2837.684326
	Iteration 12Q: 3 clusters Score -357196.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -357201.187500 Penalty: 2837.684326
	Iteration 13Q: 3 clusters Score -357201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -357204.812500 Penalty: 2837.684326
	Iteration 14Q: 3 clusters Score -357204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -357205.468750 Penalty: 2837.684326
	Iteration 15Q: 3 clusters Score -357205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -357206.687500 Penalty: 2837.684326
	Iteration 16Q: 3 clusters Score -357206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -357207.343750 Penalty: 2837.684326
	Iteration 17Q: 3 clusters Score -357207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -357207.343750 Penalty: 2837.684326
	Iteration 18F: 3 clusters Score -357207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 55674 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 35354 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4309 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 21709 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 27160 members 
Mstep: Class 34 contains 21471 members 
Mstep: Class 35 contains 3719 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 63395 members 
Mstep: Class 38 contains 3313 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2083 members 
Mstep: Class 43 contains 1687 members 
Mstep: Class 44 contains 31240 members 
Mstep: Class 45 contains 1090 members 
Mstep: Class 46 contains 4483 members 
Entering Unmasked Estep 
Score: -30938812.000000 Penalty: 98796.632812
Splitting cluster 24 changes total score from -30939340.000000 to -30938812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -148867.640625 Penalty: 1276.588989
	Iteration 0F: 2 clusters Score -148867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -146398.406250 Penalty: 2553.177979
	Iteration 0F: 3 clusters Score -146398.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -146967.453125 Penalty: 2553.177979
	Iteration 1F: 3 clusters Score -146967.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -147129.671875 Penalty: 2553.177979
	Iteration 2F: 3 clusters Score -147129.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -147233.812500 Penalty: 2553.177979
	Iteration 3F: 3 clusters Score -147233.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -147312.500000 Penalty: 2553.177979
	Iteration 4Q: 3 clusters Score -147312.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -147382.468750 Penalty: 2553.177979
	Iteration 5Q: 3 clusters Score -147382.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -147440.968750 Penalty: 2553.177979
	Iteration 6Q: 3 clusters Score -147441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -147506.343750 Penalty: 2553.177979
	Iteration 7Q: 3 clusters Score -147506.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -147556.734375 Penalty: 2553.177979
	Iteration 8Q: 3 clusters Score -147556.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -147597.265625 Penalty: 2553.177979
	Iteration 9Q: 3 clusters Score -147597.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -147627.828125 Penalty: 2553.177979
	Iteration 10Q: 3 clusters Score -147627.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -147666.484375 Penalty: 2553.177979
	Iteration 11Q: 3 clusters Score -147666.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147705.718750 Penalty: 2553.177979
	Iteration 12Q: 3 clusters Score -147705.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -147748.187500 Penalty: 2553.177979
	Iteration 13Q: 3 clusters Score -147748.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147798.906250 Penalty: 2553.177979
	Iteration 14Q: 3 clusters Score -147798.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -147838.468750 Penalty: 2553.177979
	Iteration 15Q: 3 clusters Score -147838.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -147876.593750 Penalty: 2553.177979
	Iteration 16Q: 3 clusters Score -147876.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147908.765625 Penalty: 2553.177979
	Iteration 17Q: 3 clusters Score -147908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147927.578125 Penalty: 2553.177979
	Iteration 18Q: 3 clusters Score -147927.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147949.562500 Penalty: 2553.177979
	Iteration 19Q: 3 clusters Score -147949.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -147965.031250 Penalty: 2553.177979
	Iteration 20F: 3 clusters Score -147965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147973.250000 Penalty: 2553.177979
	Iteration 21Q: 3 clusters Score -147973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147981.843750 Penalty: 2553.177979
	Iteration 22Q: 3 clusters Score -147981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147988.015625 Penalty: 2553.177979
	Iteration 23Q: 3 clusters Score -147988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147989.468750 Penalty: 2553.177979
	Iteration 24Q: 3 clusters Score -147989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -147990.890625 Penalty: 2553.177979
	Iteration 25Q: 3 clusters Score -147990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147991.390625 Penalty: 2553.177979
	Iteration 26Q: 3 clusters Score -147991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147991.703125 Penalty: 2553.177979
	Iteration 27Q: 3 clusters Score -147991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147991.703125 Penalty: 2553.177979
	Iteration 28F: 3 clusters Score -147991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -86698.312500 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -86698.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -84883.148438 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -84883.15 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -85268.515625 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -85268.52 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -85393.132812 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -85393.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -85481.164062 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -85481.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85630.679688 Penalty: 2389.334961
	Iteration 4F: 3 clusters Score -85630.68 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -85881.062500 Penalty: 2389.334961
	Iteration 5F: 3 clusters Score -85881.06 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86062.781250 Penalty: 2389.334961
	Iteration 6F: 3 clusters Score -86062.78 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -86186.718750 Penalty: 2389.334961
	Iteration 7F: 3 clusters Score -86186.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -86272.109375 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -86272.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86348.820312 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -86348.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86385.039062 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -86385.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86419.140625 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -86419.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -86436.601562 Penalty: 2389.334961
	Iteration 12Q: 3 clusters Score -86436.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86442.539062 Penalty: 2389.334961
	Iteration 13Q: 3 clusters Score -86442.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86445.414062 Penalty: 2389.334961
	Iteration 14Q: 3 clusters Score -86445.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -86445.890625 Penalty: 2389.334961
	Iteration 15Q: 3 clusters Score -86445.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86447.726562 Penalty: 2389.334961
	Iteration 16Q: 3 clusters Score -86447.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86448.156250 Penalty: 2389.334961
	Iteration 17Q: 3 clusters Score -86448.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -86449.085938 Penalty: 2389.334961
	Iteration 18Q: 3 clusters Score -86449.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86449.406250 Penalty: 2389.334961
	Iteration 19Q: 3 clusters Score -86449.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86451.242188 Penalty: 2389.334961
	Iteration 20F: 3 clusters Score -86451.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86452.789062 Penalty: 2389.334961
	Iteration 21Q: 3 clusters Score -86452.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86453.375000 Penalty: 2389.334961
	Iteration 22Q: 3 clusters Score -86453.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86454.281250 Penalty: 2389.334961
	Iteration 23Q: 3 clusters Score -86454.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86454.281250 Penalty: 2389.334961
	Iteration 24F: 3 clusters Score -86454.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -266584.250000 Penalty: 1367.895020
	Iteration 0F: 2 clusters Score -266584.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -262872.437500 Penalty: 2735.790039
	Iteration 0F: 3 clusters Score -262872.4 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -263899.062500 Penalty: 2735.790039
	Iteration 1F: 3 clusters Score -263899.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -264145.906250 Penalty: 2735.790039
	Iteration 2F: 3 clusters Score -264145.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -264348.406250 Penalty: 2735.790039
	Iteration 3F: 3 clusters Score -264348.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -264503.718750 Penalty: 2735.790039
	Iteration 4F: 3 clusters Score -264503.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -264642.531250 Penalty: 2735.790039
	Iteration 5Q: 3 clusters Score -264642.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -264760.531250 Penalty: 2735.790039
	Iteration 6Q: 3 clusters Score -264760.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -264845.968750 Penalty: 2735.790039
	Iteration 7Q: 3 clusters Score -264846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -264903.781250 Penalty: 2735.790039
	Iteration 8Q: 3 clusters Score -264903.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -264963.000000 Penalty: 2735.790039
	Iteration 9Q: 3 clusters Score -264963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -265011.093750 Penalty: 2735.790039
	Iteration 10Q: 3 clusters Score -265011.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -265059.031250 Penalty: 2735.790039
	Iteration 11Q: 3 clusters Score -265059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -265109.468750 Penalty: 2735.790039
	Iteration 12Q: 3 clusters Score -265109.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -265166.437500 Penalty: 2735.790039
	Iteration 13Q: 3 clusters Score -265166.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -265211.718750 Penalty: 2735.790039
	Iteration 14Q: 3 clusters Score -265211.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -265264.281250 Penalty: 2735.790039
	Iteration 15Q: 3 clusters Score -265264.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -265313.781250 Penalty: 2735.790039
	Iteration 16Q: 3 clusters Score -265313.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -265372.062500 Penalty: 2735.790039
	Iteration 17Q: 3 clusters Score -265372.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -265428.687500 Penalty: 2735.790039
	Iteration 18Q: 3 clusters Score -265428.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -265471.093750 Penalty: 2735.790039
	Iteration 19Q: 3 clusters Score -265471.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -265515.500000 Penalty: 2735.790039
	Iteration 20F: 3 clusters Score -265515.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -265555.500000 Penalty: 2735.790039
	Iteration 21Q: 3 clusters Score -265555.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -265602.687500 Penalty: 2735.790039
	Iteration 22Q: 3 clusters Score -265602.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -265638.343750 Penalty: 2735.790039
	Iteration 23Q: 3 clusters Score -265638.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -265669.531250 Penalty: 2735.790039
	Iteration 24Q: 3 clusters Score -265669.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -265687.531250 Penalty: 2735.790039
	Iteration 25Q: 3 clusters Score -265687.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -265700.343750 Penalty: 2735.790039
	Iteration 26Q: 3 clusters Score -265700.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -265707.750000 Penalty: 2735.790039
	Iteration 27Q: 3 clusters Score -265707.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265715.093750 Penalty: 2735.790039
	Iteration 28Q: 3 clusters Score -265715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -265724.437500 Penalty: 2735.790039
	Iteration 29Q: 3 clusters Score -265724.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -265732.281250 Penalty: 2735.790039
	Iteration 30Q: 3 clusters Score -265732.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -265742.937500 Penalty: 2735.790039
	Iteration 31Q: 3 clusters Score -265742.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -265750.125000 Penalty: 2735.790039
	Iteration 32Q: 3 clusters Score -265750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -265753.375000 Penalty: 2735.790039
	Iteration 33Q: 3 clusters Score -265753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -265755.625000 Penalty: 2735.790039
	Iteration 34Q: 3 clusters Score -265755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -265758.812500 Penalty: 2735.790039
	Iteration 35Q: 3 clusters Score -265758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265761.312500 Penalty: 2735.790039
	Iteration 36Q: 3 clusters Score -265761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265762.062500 Penalty: 2735.790039
	Iteration 37Q: 3 clusters Score -265762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -265762.875000 Penalty: 2735.790039
	Iteration 38Q: 3 clusters Score -265762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -265767.625000 Penalty: 2735.790039
	Iteration 39Q: 3 clusters Score -265767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -265770.625000 Penalty: 2735.790039
	Iteration 40F: 3 clusters Score -265770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -265771.625000 Penalty: 2735.790039
	Iteration 41Q: 3 clusters Score -265771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -265772.968750 Penalty: 2735.790039
	Iteration 42Q: 3 clusters Score -265773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -265772.968750 Penalty: 2735.790039
	Iteration 43F: 3 clusters Score -265773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -267020.437500 Penalty: 1359.875000
	Iteration 0F: 2 clusters Score -267020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -263488.875000 Penalty: 2719.750000
	Iteration 0F: 3 clusters Score -263488.9 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -264392.656250 Penalty: 2719.750000
	Iteration 1F: 3 clusters Score -264392.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -264539.843750 Penalty: 2719.750000
	Iteration 2F: 3 clusters Score -264539.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -264628.906250 Penalty: 2719.750000
	Iteration 3Q: 3 clusters Score -264628.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -264711.437500 Penalty: 2719.750000
	Iteration 4Q: 3 clusters Score -264711.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -264794.437500 Penalty: 2719.750000
	Iteration 5Q: 3 clusters Score -264794.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -264873.500000 Penalty: 2719.750000
	Iteration 6Q: 3 clusters Score -264873.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -264947.406250 Penalty: 2719.750000
	Iteration 7Q: 3 clusters Score -264947.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -265020.218750 Penalty: 2719.750000
	Iteration 8Q: 3 clusters Score -265020.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -265101.281250 Penalty: 2719.750000
	Iteration 9Q: 3 clusters Score -265101.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -265193.562500 Penalty: 2719.750000
	Iteration 10Q: 3 clusters Score -265193.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -265315.843750 Penalty: 2719.750000
	Iteration 11Q: 3 clusters Score -265315.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -265447.625000 Penalty: 2719.750000
	Iteration 12Q: 3 clusters Score -265447.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -265550.781250 Penalty: 2719.750000
	Iteration 13Q: 3 clusters Score -265550.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -265630.406250 Penalty: 2719.750000
	Iteration 14Q: 3 clusters Score -265630.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -265692.093750 Penalty: 2719.750000
	Iteration 15Q: 3 clusters Score -265692.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -265752.718750 Penalty: 2719.750000
	Iteration 16Q: 3 clusters Score -265752.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -265801.468750 Penalty: 2719.750000
	Iteration 17Q: 3 clusters Score -265801.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -265834.125000 Penalty: 2719.750000
	Iteration 18Q: 3 clusters Score -265834.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -265856.937500 Penalty: 2719.750000
	Iteration 19Q: 3 clusters Score -265856.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -265875.281250 Penalty: 2719.750000
	Iteration 20F: 3 clusters Score -265875.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -265887.656250 Penalty: 2719.750000
	Iteration 21Q: 3 clusters Score -265887.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -265901.500000 Penalty: 2719.750000
	Iteration 22Q: 3 clusters Score -265901.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -265914.406250 Penalty: 2719.750000
	Iteration 23Q: 3 clusters Score -265914.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -265932.156250 Penalty: 2719.750000
	Iteration 24Q: 3 clusters Score -265932.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -265940.250000 Penalty: 2719.750000
	Iteration 25Q: 3 clusters Score -265940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -265943.343750 Penalty: 2719.750000
	Iteration 26Q: 3 clusters Score -265943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -265944.468750 Penalty: 2719.750000
	Iteration 27Q: 3 clusters Score -265944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -265944.937500 Penalty: 2719.750000
	Iteration 28Q: 3 clusters Score -265944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -265946.781250 Penalty: 2719.750000
	Iteration 29Q: 3 clusters Score -265946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -265948.312500 Penalty: 2719.750000
	Iteration 30Q: 3 clusters Score -265948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -265950.875000 Penalty: 2719.750000
	Iteration 31Q: 3 clusters Score -265950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -265954.312500 Penalty: 2719.750000
	Iteration 32Q: 3 clusters Score -265954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -265955.156250 Penalty: 2719.750000
	Iteration 33Q: 3 clusters Score -265955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -265955.437500 Penalty: 2719.750000
	Iteration 34Q: 3 clusters Score -265955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -265956.750000 Penalty: 2719.750000
	Iteration 35Q: 3 clusters Score -265956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -265956.750000 Penalty: 2719.750000
	Iteration 36F: 3 clusters Score -265956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Entering Unmasked Estep 
Score: -4679778.000000 Penalty: 1828.863281
	Iteration 0F: 2 clusters Score -4679778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -4628163.500000 Penalty: 3657.726562
	Iteration 0F: 3 clusters Score -4628164 nChanged 36735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -4650067.500000 Penalty: 3657.726562
	Iteration 1F: 3 clusters Score -4650068 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -4652154.000000 Penalty: 3657.726562
	Iteration 2F: 3 clusters Score -4652154 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -4655914.000000 Penalty: 3657.726562
	Iteration 3F: 3 clusters Score -4655914 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -4661560.000000 Penalty: 3657.726562
	Iteration 4F: 3 clusters Score -4661560 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -4667418.000000 Penalty: 3657.726562
	Iteration 5F: 3 clusters Score -4667418 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -4671695.500000 Penalty: 3657.726562
	Iteration 6F: 3 clusters Score -4671696 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -4674331.000000 Penalty: 3657.726562
	Iteration 7Q: 3 clusters Score -4674331 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -4676116.000000 Penalty: 3657.726562
	Iteration 8Q: 3 clusters Score -4676116 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -4677133.000000 Penalty: 3657.726562
	Iteration 9Q: 3 clusters Score -4677133 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -4677667.000000 Penalty: 3657.726562
	Iteration 10Q: 3 clusters Score -4677667 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -4677937.000000 Penalty: 3657.726562
	Iteration 11Q: 3 clusters Score -4677937 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -4678055.000000 Penalty: 3657.726562
	Iteration 12Q: 3 clusters Score -4678055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -4678111.500000 Penalty: 3657.726562
	Iteration 13Q: 3 clusters Score -4678112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -4678145.500000 Penalty: 3657.726562
	Iteration 14Q: 3 clusters Score -4678146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -4678179.500000 Penalty: 3657.726562
	Iteration 15Q: 3 clusters Score -4678180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -4678210.000000 Penalty: 3657.726562
	Iteration 16Q: 3 clusters Score -4678210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -4678241.500000 Penalty: 3657.726562
	Iteration 17Q: 3 clusters Score -4678242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -4678259.500000 Penalty: 3657.726562
	Iteration 18Q: 3 clusters Score -4678260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -4678266.000000 Penalty: 3657.726562
	Iteration 19Q: 3 clusters Score -4678266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -4678288.000000 Penalty: 3657.726562
	Iteration 20F: 3 clusters Score -4678288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -4678304.500000 Penalty: 3657.726562
	Iteration 21Q: 3 clusters Score -4678304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -4678308.000000 Penalty: 3657.726562
	Iteration 22Q: 3 clusters Score -4678308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -4678313.000000 Penalty: 3657.726562
	Iteration 23Q: 3 clusters Score -4678313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -4678324.000000 Penalty: 3657.726562
	Iteration 24Q: 3 clusters Score -4678324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -4678326.500000 Penalty: 3657.726562
	Iteration 25Q: 3 clusters Score -4678326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -4678333.500000 Penalty: 3657.726562
	Iteration 26Q: 3 clusters Score -4678334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -4678331.500000 Penalty: 3657.726562
	Iteration 27Q: 3 clusters Score -4678332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -4678338.000000 Penalty: 3657.726562
	Iteration 28Q: 3 clusters Score -4678338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -4678336.000000 Penalty: 3657.726562
	Iteration 29Q: 3 clusters Score -4678336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -4678336.000000 Penalty: 3657.726562
	Iteration 30F: 3 clusters Score -4678336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Entering Unmasked Estep 
Score: -1118511.875000 Penalty: 1622.640869
	Iteration 0F: 2 clusters Score -1118512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1103819.375000 Penalty: 3245.281738
	Iteration 0F: 3 clusters Score -1103819 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1109399.750000 Penalty: 3245.281738
	Iteration 1F: 3 clusters Score -1109400 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1109887.500000 Penalty: 3245.281738
	Iteration 2F: 3 clusters Score -1109888 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1110340.625000 Penalty: 3245.281738
	Iteration 3Q: 3 clusters Score -1110341 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1110794.000000 Penalty: 3245.281738
	Iteration 4Q: 3 clusters Score -1110794 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1111293.625000 Penalty: 3245.281738
	Iteration 5Q: 3 clusters Score -1111294 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1111831.625000 Penalty: 3245.281738
	Iteration 6Q: 3 clusters Score -1111832 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1112483.875000 Penalty: 3245.281738
	Iteration 7Q: 3 clusters Score -1112484 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1113186.625000 Penalty: 3245.281738
	Iteration 8F: 3 clusters Score -1113187 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1113871.625000 Penalty: 3245.281738
	Iteration 9Q: 3 clusters Score -1113872 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1114386.750000 Penalty: 3245.281738
	Iteration 10Q: 3 clusters Score -1114387 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1114763.250000 Penalty: 3245.281738
	Iteration 11Q: 3 clusters Score -1114763 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1115059.375000 Penalty: 3245.281738
	Iteration 12Q: 3 clusters Score -1115059 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1115269.625000 Penalty: 3245.281738
	Iteration 13Q: 3 clusters Score -1115270 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1115433.500000 Penalty: 3245.281738
	Iteration 14Q: 3 clusters Score -1115434 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1115563.000000 Penalty: 3245.281738
	Iteration 15Q: 3 clusters Score -1115563 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1115686.375000 Penalty: 3245.281738
	Iteration 16Q: 3 clusters Score -1115686 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1115801.250000 Penalty: 3245.281738
	Iteration 17Q: 3 clusters Score -1115801 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1115902.625000 Penalty: 3245.281738
	Iteration 18Q: 3 clusters Score -1115903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1115997.875000 Penalty: 3245.281738
	Iteration 19Q: 3 clusters Score -1115998 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1116098.375000 Penalty: 3245.281738
	Iteration 20F: 3 clusters Score -1116098 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1116202.000000 Penalty: 3245.281738
	Iteration 21Q: 3 clusters Score -1116202 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1116307.125000 Penalty: 3245.281738
	Iteration 22Q: 3 clusters Score -1116307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1116393.375000 Penalty: 3245.281738
	Iteration 23Q: 3 clusters Score -1116393 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1116487.875000 Penalty: 3245.281738
	Iteration 24Q: 3 clusters Score -1116488 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1116574.250000 Penalty: 3245.281738
	Iteration 25Q: 3 clusters Score -1116574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1116645.375000 Penalty: 3245.281738
	Iteration 26Q: 3 clusters Score -1116645 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1116725.500000 Penalty: 3245.281738
	Iteration 27Q: 3 clusters Score -1116726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1116799.875000 Penalty: 3245.281738
	Iteration 28Q: 3 clusters Score -1116800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1116878.875000 Penalty: 3245.281738
	Iteration 29Q: 3 clusters Score -1116879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1116952.625000 Penalty: 3245.281738
	Iteration 30Q: 3 clusters Score -1116953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1117024.000000 Penalty: 3245.281738
	Iteration 31Q: 3 clusters Score -1117024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1117089.375000 Penalty: 3245.281738
	Iteration 32Q: 3 clusters Score -1117089 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1117136.250000 Penalty: 3245.281738
	Iteration 33Q: 3 clusters Score -1117136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1117165.625000 Penalty: 3245.281738
	Iteration 34Q: 3 clusters Score -1117166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1117194.250000 Penalty: 3245.281738
	Iteration 35Q: 3 clusters Score -1117194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1117215.875000 Penalty: 3245.281738
	Iteration 36Q: 3 clusters Score -1117216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1117240.625000 Penalty: 3245.281738
	Iteration 37Q: 3 clusters Score -1117241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1117254.000000 Penalty: 3245.281738
	Iteration 38Q: 3 clusters Score -1117254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1117267.000000 Penalty: 3245.281738
	Iteration 39Q: 3 clusters Score -1117267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1117277.000000 Penalty: 3245.281738
	Iteration 40F: 3 clusters Score -1117277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1117284.125000 Penalty: 3245.281738
	Iteration 41Q: 3 clusters Score -1117284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1117290.375000 Penalty: 3245.281738
	Iteration 42Q: 3 clusters Score -1117290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1117299.000000 Penalty: 3245.281738
	Iteration 43Q: 3 clusters Score -1117299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1117302.375000 Penalty: 3245.281738
	Iteration 44Q: 3 clusters Score -1117302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1117315.500000 Penalty: 3245.281738
	Iteration 45Q: 3 clusters Score -1117316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1117325.500000 Penalty: 3245.281738
	Iteration 46Q: 3 clusters Score -1117326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1117340.625000 Penalty: 3245.281738
	Iteration 47Q: 3 clusters Score -1117341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1117349.500000 Penalty: 3245.281738
	Iteration 48Q: 3 clusters Score -1117350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1117352.750000 Penalty: 3245.281738
	Iteration 49Q: 3 clusters Score -1117353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1117360.375000 Penalty: 3245.281738
	Iteration 50Q: 3 clusters Score -1117360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1117364.000000 Penalty: 3245.281738
	Iteration 51Q: 3 clusters Score -1117364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1117366.125000 Penalty: 3245.281738
	Iteration 52Q: 3 clusters Score -1117366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1117370.250000 Penalty: 3245.281738
	Iteration 53Q: 3 clusters Score -1117370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1117371.250000 Penalty: 3245.281738
	Iteration 54Q: 3 clusters Score -1117371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1117372.125000 Penalty: 3245.281738
	Iteration 55Q: 3 clusters Score -1117372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1117372.375000 Penalty: 3245.281738
	Iteration 56Q: 3 clusters Score -1117372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1117372.750000 Penalty: 3245.281738
	Iteration 57Q: 3 clusters Score -1117373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1117374.750000 Penalty: 3245.281738
	Iteration 58Q: 3 clusters Score -1117375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1117375.500000 Penalty: 3245.281738
	Iteration 59Q: 3 clusters Score -1117376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1117375.250000 Penalty: 3245.281738
	Iteration 60F: 3 clusters Score -1117375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1117375.750000 Penalty: 3245.281738
	Iteration 61Q: 3 clusters Score -1117376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1117375.750000 Penalty: 3245.281738
	Iteration 62F: 3 clusters Score -1117376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -304018.656250 Penalty: 1395.432739
	Iteration 0F: 2 clusters Score -304018.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -299827.312500 Penalty: 2790.865479
	Iteration 0F: 3 clusters Score -299827.3 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -301404.906250 Penalty: 2790.865479
	Iteration 1F: 3 clusters Score -301404.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -301879.250000 Penalty: 2790.865479
	Iteration 2F: 3 clusters Score -301879.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -302257.187500 Penalty: 2790.865479
	Iteration 3F: 3 clusters Score -302257.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -302573.687500 Penalty: 2790.865479
	Iteration 4F: 3 clusters Score -302573.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -302840.437500 Penalty: 2790.865479
	Iteration 5F: 3 clusters Score -302840.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303073.468750 Penalty: 2790.865479
	Iteration 6Q: 3 clusters Score -303073.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -303238.250000 Penalty: 2790.865479
	Iteration 7Q: 3 clusters Score -303238.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -303327.000000 Penalty: 2790.865479
	Iteration 8Q: 3 clusters Score -303327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -303397.937500 Penalty: 2790.865479
	Iteration 9Q: 3 clusters Score -303397.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -303442.062500 Penalty: 2790.865479
	Iteration 10Q: 3 clusters Score -303442.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -303467.781250 Penalty: 2790.865479
	Iteration 11Q: 3 clusters Score -303467.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -303491.062500 Penalty: 2790.865479
	Iteration 12Q: 3 clusters Score -303491.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -303505.531250 Penalty: 2790.865479
	Iteration 13Q: 3 clusters Score -303505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -303519.593750 Penalty: 2790.865479
	Iteration 14Q: 3 clusters Score -303519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -303541.031250 Penalty: 2790.865479
	Iteration 15Q: 3 clusters Score -303541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -303597.187500 Penalty: 2790.865479
	Iteration 16Q: 3 clusters Score -303597.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -303660.343750 Penalty: 2790.865479
	Iteration 17Q: 3 clusters Score -303660.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -303715.937500 Penalty: 2790.865479
	Iteration 18Q: 3 clusters Score -303715.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -303757.312500 Penalty: 2790.865479
	Iteration 19Q: 3 clusters Score -303757.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -303778.906250 Penalty: 2790.865479
	Iteration 20F: 3 clusters Score -303778.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -303788.968750 Penalty: 2790.865479
	Iteration 21Q: 3 clusters Score -303789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -303794.156250 Penalty: 2790.865479
	Iteration 22Q: 3 clusters Score -303794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -303798.625000 Penalty: 2790.865479
	Iteration 23Q: 3 clusters Score -303798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -303800.218750 Penalty: 2790.865479
	Iteration 24Q: 3 clusters Score -303800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -303800.500000 Penalty: 2790.865479
	Iteration 25Q: 3 clusters Score -303800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -303800.562500 Penalty: 2790.865479
	Iteration 26Q: 3 clusters Score -303800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -303800.562500 Penalty: 2790.865479
	Iteration 27F: 3 clusters Score -303800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -104770.789062 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -104770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -102389.039062 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -102389 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -103130.710938 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -103130.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -103369.625000 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -103369.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -103630.945312 Penalty: 2541.381836
	Iteration 3F: 3 clusters Score -103630.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -103923.632812 Penalty: 2541.381836
	Iteration 4F: 3 clusters Score -103923.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -104181.750000 Penalty: 2541.381836
	Iteration 5F: 3 clusters Score -104181.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -104412.335938 Penalty: 2541.381836
	Iteration 6F: 3 clusters Score -104412.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -104546.796875 Penalty: 2541.381836
	Iteration 7F: 3 clusters Score -104546.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -104623.164062 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -104623.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -104660.710938 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -104660.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -104689.007812 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -104689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -104710.281250 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -104710.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -104725.984375 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -104726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -104733.929688 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -104733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -104740.101562 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -104740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -104744.140625 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -104744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104746.867188 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -104746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -104750.867188 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -104750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -104758.093750 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -104758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -104764.687500 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -104764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -104767.757812 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -104767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104768.093750 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -104768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104768.093750 Penalty: 2541.381836
	Iteration 22F: 3 clusters Score -104768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Entering Unmasked Estep 
Score: -1644235.875000 Penalty: 1659.043823
	Iteration 0F: 2 clusters Score -1644236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1625865.875000 Penalty: 3318.087646
	Iteration 0F: 3 clusters Score -1625866 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1632757.250000 Penalty: 3318.087646
	Iteration 1F: 3 clusters Score -1632757 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1633270.000000 Penalty: 3318.087646
	Iteration 2Q: 3 clusters Score -1633270 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1633912.125000 Penalty: 3318.087646
	Iteration 3F: 3 clusters Score -1633912 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1634802.750000 Penalty: 3318.087646
	Iteration 4F: 3 clusters Score -1634803 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1636236.125000 Penalty: 3318.087646
	Iteration 5F: 3 clusters Score -1636236 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -1638247.625000 Penalty: 3318.087646
	Iteration 6F: 3 clusters Score -1638248 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -1640267.500000 Penalty: 3318.087646
	Iteration 7F: 3 clusters Score -1640268 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -1641662.000000 Penalty: 3318.087646
	Iteration 8F: 3 clusters Score -1641662 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -1642291.625000 Penalty: 3318.087646
	Iteration 9Q: 3 clusters Score -1642292 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1642554.125000 Penalty: 3318.087646
	Iteration 10Q: 3 clusters Score -1642554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -1642664.500000 Penalty: 3318.087646
	Iteration 11Q: 3 clusters Score -1642664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -1642724.875000 Penalty: 3318.087646
	Iteration 12Q: 3 clusters Score -1642725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -1642752.625000 Penalty: 3318.087646
	Iteration 13Q: 3 clusters Score -1642753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -1642768.375000 Penalty: 3318.087646
	Iteration 14Q: 3 clusters Score -1642768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -1642781.375000 Penalty: 3318.087646
	Iteration 15Q: 3 clusters Score -1642781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -1642787.625000 Penalty: 3318.087646
	Iteration 16Q: 3 clusters Score -1642788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -1642788.125000 Penalty: 3318.087646
	Iteration 17Q: 3 clusters Score -1642788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -1642788.125000 Penalty: 3318.087646
	Iteration 18F: 3 clusters Score -1642788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (21471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Entering Unmasked Estep 
Score: -1308631.375000 Penalty: 1620.849487
	Iteration 0F: 2 clusters Score -1308631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1294017.250000 Penalty: 3241.698975
	Iteration 0F: 3 clusters Score -1294017 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1299410.125000 Penalty: 3241.698975
	Iteration 1F: 3 clusters Score -1299410 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1299847.000000 Penalty: 3241.698975
	Iteration 2F: 3 clusters Score -1299847 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1300278.500000 Penalty: 3241.698975
	Iteration 3Q: 3 clusters Score -1300278 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1300730.375000 Penalty: 3241.698975
	Iteration 4Q: 3 clusters Score -1300730 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1301171.500000 Penalty: 3241.698975
	Iteration 5Q: 3 clusters Score -1301172 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1301629.500000 Penalty: 3241.698975
	Iteration 6Q: 3 clusters Score -1301630 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1302132.750000 Penalty: 3241.698975
	Iteration 7Q: 3 clusters Score -1302133 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1302730.375000 Penalty: 3241.698975
	Iteration 8Q: 3 clusters Score -1302730 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1303432.500000 Penalty: 3241.698975
	Iteration 9Q: 3 clusters Score -1303432 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1304203.875000 Penalty: 3241.698975
	Iteration 10Q: 3 clusters Score -1304204 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1304720.750000 Penalty: 3241.698975
	Iteration 11Q: 3 clusters Score -1304721 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1305036.125000 Penalty: 3241.698975
	Iteration 12Q: 3 clusters Score -1305036 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1305214.000000 Penalty: 3241.698975
	Iteration 13Q: 3 clusters Score -1305214 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1305307.375000 Penalty: 3241.698975
	Iteration 14Q: 3 clusters Score -1305307 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1305356.375000 Penalty: 3241.698975
	Iteration 15Q: 3 clusters Score -1305356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1305389.500000 Penalty: 3241.698975
	Iteration 16Q: 3 clusters Score -1305390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1305410.000000 Penalty: 3241.698975
	Iteration 17Q: 3 clusters Score -1305410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1305434.500000 Penalty: 3241.698975
	Iteration 18Q: 3 clusters Score -1305434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1305439.375000 Penalty: 3241.698975
	Iteration 19Q: 3 clusters Score -1305439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1305451.375000 Penalty: 3241.698975
	Iteration 20F: 3 clusters Score -1305451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1305468.250000 Penalty: 3241.698975
	Iteration 21Q: 3 clusters Score -1305468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1305476.875000 Penalty: 3241.698975
	Iteration 22Q: 3 clusters Score -1305477 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1305486.125000 Penalty: 3241.698975
	Iteration 23Q: 3 clusters Score -1305486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1305488.625000 Penalty: 3241.698975
	Iteration 24Q: 3 clusters Score -1305489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1305498.875000 Penalty: 3241.698975
	Iteration 25Q: 3 clusters Score -1305499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1305510.375000 Penalty: 3241.698975
	Iteration 26Q: 3 clusters Score -1305510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1305512.000000 Penalty: 3241.698975
	Iteration 27Q: 3 clusters Score -1305512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1305524.250000 Penalty: 3241.698975
	Iteration 28Q: 3 clusters Score -1305524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1305530.375000 Penalty: 3241.698975
	Iteration 29Q: 3 clusters Score -1305530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1305536.625000 Penalty: 3241.698975
	Iteration 30Q: 3 clusters Score -1305537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1305552.375000 Penalty: 3241.698975
	Iteration 31Q: 3 clusters Score -1305552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1305560.500000 Penalty: 3241.698975
	Iteration 32Q: 3 clusters Score -1305560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1305572.625000 Penalty: 3241.698975
	Iteration 33Q: 3 clusters Score -1305573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1305592.375000 Penalty: 3241.698975
	Iteration 34Q: 3 clusters Score -1305592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1305605.875000 Penalty: 3241.698975
	Iteration 35Q: 3 clusters Score -1305606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1305624.125000 Penalty: 3241.698975
	Iteration 36Q: 3 clusters Score -1305624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1305651.375000 Penalty: 3241.698975
	Iteration 37Q: 3 clusters Score -1305651 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1305673.250000 Penalty: 3241.698975
	Iteration 38Q: 3 clusters Score -1305673 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1305708.875000 Penalty: 3241.698975
	Iteration 39Q: 3 clusters Score -1305709 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1305749.375000 Penalty: 3241.698975
	Iteration 40F: 3 clusters Score -1305749 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1305792.500000 Penalty: 3241.698975
	Iteration 41Q: 3 clusters Score -1305792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1305832.250000 Penalty: 3241.698975
	Iteration 42Q: 3 clusters Score -1305832 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1305868.125000 Penalty: 3241.698975
	Iteration 43Q: 3 clusters Score -1305868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1305908.750000 Penalty: 3241.698975
	Iteration 44Q: 3 clusters Score -1305909 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1305960.250000 Penalty: 3241.698975
	Iteration 45Q: 3 clusters Score -1305960 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1306012.250000 Penalty: 3241.698975
	Iteration 46Q: 3 clusters Score -1306012 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1306064.000000 Penalty: 3241.698975
	Iteration 47Q: 3 clusters Score -1306064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1306120.250000 Penalty: 3241.698975
	Iteration 48Q: 3 clusters Score -1306120 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1306172.750000 Penalty: 3241.698975
	Iteration 49Q: 3 clusters Score -1306173 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1306232.625000 Penalty: 3241.698975
	Iteration 50Q: 3 clusters Score -1306233 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1306293.625000 Penalty: 3241.698975
	Iteration 51Q: 3 clusters Score -1306294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1306366.125000 Penalty: 3241.698975
	Iteration 52Q: 3 clusters Score -1306366 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1306440.125000 Penalty: 3241.698975
	Iteration 53Q: 3 clusters Score -1306440 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1306518.500000 Penalty: 3241.698975
	Iteration 54Q: 3 clusters Score -1306518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1306598.875000 Penalty: 3241.698975
	Iteration 55Q: 3 clusters Score -1306599 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1306688.000000 Penalty: 3241.698975
	Iteration 56Q: 3 clusters Score -1306688 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1306762.750000 Penalty: 3241.698975
	Iteration 57Q: 3 clusters Score -1306763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1306816.500000 Penalty: 3241.698975
	Iteration 58Q: 3 clusters Score -1306816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1306884.250000 Penalty: 3241.698975
	Iteration 59Q: 3 clusters Score -1306884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1306949.125000 Penalty: 3241.698975
	Iteration 60F: 3 clusters Score -1306949 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1306990.625000 Penalty: 3241.698975
	Iteration 61Q: 3 clusters Score -1306991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1307026.125000 Penalty: 3241.698975
	Iteration 62Q: 3 clusters Score -1307026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1307053.875000 Penalty: 3241.698975
	Iteration 63Q: 3 clusters Score -1307054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1307073.250000 Penalty: 3241.698975
	Iteration 64Q: 3 clusters Score -1307073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1307094.500000 Penalty: 3241.698975
	Iteration 65Q: 3 clusters Score -1307094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1307112.250000 Penalty: 3241.698975
	Iteration 66Q: 3 clusters Score -1307112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1307126.500000 Penalty: 3241.698975
	Iteration 67Q: 3 clusters Score -1307126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1307137.375000 Penalty: 3241.698975
	Iteration 68Q: 3 clusters Score -1307137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1307146.000000 Penalty: 3241.698975
	Iteration 69Q: 3 clusters Score -1307146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1307155.125000 Penalty: 3241.698975
	Iteration 70Q: 3 clusters Score -1307155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1307165.250000 Penalty: 3241.698975
	Iteration 71Q: 3 clusters Score -1307165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1307168.500000 Penalty: 3241.698975
	Iteration 72Q: 3 clusters Score -1307168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1307172.750000 Penalty: 3241.698975
	Iteration 73Q: 3 clusters Score -1307173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1307174.000000 Penalty: 3241.698975
	Iteration 74Q: 3 clusters Score -1307174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1307176.250000 Penalty: 3241.698975
	Iteration 75Q: 3 clusters Score -1307176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1307182.000000 Penalty: 3241.698975
	Iteration 76Q: 3 clusters Score -1307182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1307185.875000 Penalty: 3241.698975
	Iteration 77Q: 3 clusters Score -1307186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1307190.500000 Penalty: 3241.698975
	Iteration 78Q: 3 clusters Score -1307190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1307198.250000 Penalty: 3241.698975
	Iteration 79Q: 3 clusters Score -1307198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1307205.500000 Penalty: 3241.698975
	Iteration 80F: 3 clusters Score -1307206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1307213.000000 Penalty: 3241.698975
	Iteration 81Q: 3 clusters Score -1307213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1307214.750000 Penalty: 3241.698975
	Iteration 82Q: 3 clusters Score -1307215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1307216.250000 Penalty: 3241.698975
	Iteration 83Q: 3 clusters Score -1307216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1307217.125000 Penalty: 3241.698975
	Iteration 84Q: 3 clusters Score -1307217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1307217.125000 Penalty: 3241.698975
	Iteration 85F: 3 clusters Score -1307217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -210386.328125 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -210386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -207179.531250 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -207179.5 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -208260.609375 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -208260.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208627.250000 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -208627.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208908.984375 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -208909 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -209108.421875 Penalty: 2671.893311
	Iteration 4F: 3 clusters Score -209108.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -209236.968750 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -209237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209319.687500 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -209319.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -209389.812500 Penalty: 2671.893311
	Iteration 7Q: 3 clusters Score -209389.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -209446.265625 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -209446.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -209472.562500 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -209472.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209490.343750 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -209490.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209503.609375 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -209503.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -209515.671875 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -209515.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -209533.453125 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -209533.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -209555.843750 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -209555.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209572.109375 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -209572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -209586.078125 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -209586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209598.250000 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -209598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209604.734375 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -209604.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -209610.406250 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -209610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209615.500000 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -209615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209618.875000 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -209618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209620.593750 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -209620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209621.218750 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -209621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209621.609375 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -209621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209622.093750 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -209622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209622.234375 Penalty: 2671.893311
	Iteration 26Q: 3 clusters Score -209622.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209622.234375 Penalty: 2671.893311
	Iteration 27F: 3 clusters Score -209622.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -67407.867188 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -67407.87 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 601 members 
Entering Unmasked Estep 
Score: -65811.882812 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -65811.88 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -66112.843750 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -66112.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66216.007812 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -66216.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66284.593750 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -66284.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66340.476562 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -66340.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -66400.937500 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -66400.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -66472.835938 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -66472.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66527.039062 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -66527.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66576.664062 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -66576.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -66618.210938 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -66618.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66656.546875 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -66656.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -66682.007812 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -66682.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66703.726562 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -66703.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66735.085938 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -66735.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66766.320312 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -66766.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66809.093750 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -66809.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66863.515625 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -66863.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -66906.484375 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -66906.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66970.867188 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -66970.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67009.679688 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -67009.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67032.867188 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -67032.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -67039.015625 Penalty: 2302.917969
	Iteration 21Q: 3 clusters Score -67039.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -67042.593750 Penalty: 2302.917969
	Iteration 22Q: 3 clusters Score -67042.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -67042.593750 Penalty: 2302.917969
	Iteration 23F: 3 clusters Score -67042.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (63395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Entering Unmasked Estep 
Score: -3859142.750000 Penalty: 1796.785278
	Iteration 0F: 2 clusters Score -3859143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3816802.750000 Penalty: 3593.570557
	Iteration 0F: 3 clusters Score -3816803 nChanged 29966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3833699.000000 Penalty: 3593.570557
	Iteration 1F: 3 clusters Score -3833699 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3834108.750000 Penalty: 3593.570557
	Iteration 2Q: 3 clusters Score -3834109 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3834665.500000 Penalty: 3593.570557
	Iteration 3Q: 3 clusters Score -3834666 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3835476.750000 Penalty: 3593.570557
	Iteration 4Q: 3 clusters Score -3835477 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3836846.750000 Penalty: 3593.570557
	Iteration 5Q: 3 clusters Score -3836847 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3839037.250000 Penalty: 3593.570557
	Iteration 6F: 3 clusters Score -3839037 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3841770.500000 Penalty: 3593.570557
	Iteration 7F: 3 clusters Score -3841770 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3844440.000000 Penalty: 3593.570557
	Iteration 8F: 3 clusters Score -3844440 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3846703.750000 Penalty: 3593.570557
	Iteration 9F: 3 clusters Score -3846704 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3848577.000000 Penalty: 3593.570557
	Iteration 10F: 3 clusters Score -3848577 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3850208.750000 Penalty: 3593.570557
	Iteration 11Q: 3 clusters Score -3850209 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3851771.000000 Penalty: 3593.570557
	Iteration 12Q: 3 clusters Score -3851771 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3853286.750000 Penalty: 3593.570557
	Iteration 13Q: 3 clusters Score -3853287 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3854707.000000 Penalty: 3593.570557
	Iteration 14Q: 3 clusters Score -3854707 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3855826.250000 Penalty: 3593.570557
	Iteration 15Q: 3 clusters Score -3855826 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3856611.500000 Penalty: 3593.570557
	Iteration 16Q: 3 clusters Score -3856612 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3857141.250000 Penalty: 3593.570557
	Iteration 17Q: 3 clusters Score -3857141 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3857403.000000 Penalty: 3593.570557
	Iteration 18Q: 3 clusters Score -3857403 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3857526.500000 Penalty: 3593.570557
	Iteration 19Q: 3 clusters Score -3857526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3857609.250000 Penalty: 3593.570557
	Iteration 20F: 3 clusters Score -3857609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3857677.750000 Penalty: 3593.570557
	Iteration 21Q: 3 clusters Score -3857678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3857728.000000 Penalty: 3593.570557
	Iteration 22Q: 3 clusters Score -3857728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3857761.000000 Penalty: 3593.570557
	Iteration 23Q: 3 clusters Score -3857761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3857782.750000 Penalty: 3593.570557
	Iteration 24Q: 3 clusters Score -3857783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3857789.000000 Penalty: 3593.570557
	Iteration 25Q: 3 clusters Score -3857789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3857795.750000 Penalty: 3593.570557
	Iteration 26Q: 3 clusters Score -3857796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3857799.000000 Penalty: 3593.570557
	Iteration 27Q: 3 clusters Score -3857799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3857813.000000 Penalty: 3593.570557
	Iteration 28Q: 3 clusters Score -3857813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3857818.750000 Penalty: 3593.570557
	Iteration 29Q: 3 clusters Score -3857819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3857832.000000 Penalty: 3593.570557
	Iteration 30Q: 3 clusters Score -3857832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3857847.250000 Penalty: 3593.570557
	Iteration 31Q: 3 clusters Score -3857847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3857865.500000 Penalty: 3593.570557
	Iteration 32Q: 3 clusters Score -3857866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3857876.500000 Penalty: 3593.570557
	Iteration 33Q: 3 clusters Score -3857876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3857882.750000 Penalty: 3593.570557
	Iteration 34Q: 3 clusters Score -3857883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3857884.500000 Penalty: 3593.570557
	Iteration 35Q: 3 clusters Score -3857884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3857891.500000 Penalty: 3593.570557
	Iteration 36Q: 3 clusters Score -3857892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3857899.500000 Penalty: 3593.570557
	Iteration 37Q: 3 clusters Score -3857900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3857903.000000 Penalty: 3593.570557
	Iteration 38Q: 3 clusters Score -3857903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3857909.750000 Penalty: 3593.570557
	Iteration 39Q: 3 clusters Score -3857910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3857915.250000 Penalty: 3593.570557
	Iteration 40F: 3 clusters Score -3857915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3857916.750000 Penalty: 3593.570557
	Iteration 41Q: 3 clusters Score -3857917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3857916.250000 Penalty: 3593.570557
	Iteration 42Q: 3 clusters Score -3857916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3857921.500000 Penalty: 3593.570557
	Iteration 43Q: 3 clusters Score -3857922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3857925.000000 Penalty: 3593.570557
	Iteration 44Q: 3 clusters Score -3857925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3857924.750000 Penalty: 3593.570557
	Iteration 45Q: 3 clusters Score -3857925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3857921.250000 Penalty: 3593.570557
	Iteration 46Q: 3 clusters Score -3857921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3857923.500000 Penalty: 3593.570557
	Iteration 47Q: 3 clusters Score -3857924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3857921.750000 Penalty: 3593.570557
	Iteration 48Q: 3 clusters Score -3857922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3857921.750000 Penalty: 3593.570557
	Iteration 49F: 3 clusters Score -3857922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -197496.640625 Penalty: 1317.161499
	Iteration 0F: 2 clusters Score -197496.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -194546.156250 Penalty: 2634.322998
	Iteration 0F: 3 clusters Score -194546.2 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -195234.906250 Penalty: 2634.322998
	Iteration 1F: 3 clusters Score -195234.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -195368.656250 Penalty: 2634.322998
	Iteration 2F: 3 clusters Score -195368.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -195471.796875 Penalty: 2634.322998
	Iteration 3Q: 3 clusters Score -195471.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -195577.765625 Penalty: 2634.322998
	Iteration 4Q: 3 clusters Score -195577.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -195711.203125 Penalty: 2634.322998
	Iteration 5Q: 3 clusters Score -195711.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -195832.546875 Penalty: 2634.322998
	Iteration 6Q: 3 clusters Score -195832.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -195934.203125 Penalty: 2634.322998
	Iteration 7Q: 3 clusters Score -195934.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -196017.921875 Penalty: 2634.322998
	Iteration 8Q: 3 clusters Score -196017.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -196098.593750 Penalty: 2634.322998
	Iteration 9Q: 3 clusters Score -196098.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -196162.921875 Penalty: 2634.322998
	Iteration 10Q: 3 clusters Score -196162.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -196221.640625 Penalty: 2634.322998
	Iteration 11Q: 3 clusters Score -196221.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -196256.843750 Penalty: 2634.322998
	Iteration 12Q: 3 clusters Score -196256.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -196284.375000 Penalty: 2634.322998
	Iteration 13Q: 3 clusters Score -196284.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -196316.859375 Penalty: 2634.322998
	Iteration 14Q: 3 clusters Score -196316.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -196346.203125 Penalty: 2634.322998
	Iteration 15Q: 3 clusters Score -196346.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -196370.859375 Penalty: 2634.322998
	Iteration 16Q: 3 clusters Score -196370.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -196386.453125 Penalty: 2634.322998
	Iteration 17Q: 3 clusters Score -196386.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -196406.375000 Penalty: 2634.322998
	Iteration 18Q: 3 clusters Score -196406.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -196420.515625 Penalty: 2634.322998
	Iteration 19Q: 3 clusters Score -196420.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -196432.734375 Penalty: 2634.322998
	Iteration 20F: 3 clusters Score -196432.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196446.453125 Penalty: 2634.322998
	Iteration 21Q: 3 clusters Score -196446.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -196461.468750 Penalty: 2634.322998
	Iteration 22Q: 3 clusters Score -196461.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -196479.437500 Penalty: 2634.322998
	Iteration 23Q: 3 clusters Score -196479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -196495.640625 Penalty: 2634.322998
	Iteration 24Q: 3 clusters Score -196495.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -196508.062500 Penalty: 2634.322998
	Iteration 25Q: 3 clusters Score -196508.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -196522.187500 Penalty: 2634.322998
	Iteration 26Q: 3 clusters Score -196522.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -196539.000000 Penalty: 2634.322998
	Iteration 27Q: 3 clusters Score -196539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -196559.734375 Penalty: 2634.322998
	Iteration 28Q: 3 clusters Score -196559.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -196586.921875 Penalty: 2634.322998
	Iteration 29Q: 3 clusters Score -196586.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -196606.328125 Penalty: 2634.322998
	Iteration 30Q: 3 clusters Score -196606.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -196619.343750 Penalty: 2634.322998
	Iteration 31Q: 3 clusters Score -196619.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -196632.046875 Penalty: 2634.322998
	Iteration 32Q: 3 clusters Score -196632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -196649.515625 Penalty: 2634.322998
	Iteration 33Q: 3 clusters Score -196649.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -196664.015625 Penalty: 2634.322998
	Iteration 34Q: 3 clusters Score -196664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -196678.093750 Penalty: 2634.322998
	Iteration 35Q: 3 clusters Score -196678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -196691.890625 Penalty: 2634.322998
	Iteration 36Q: 3 clusters Score -196691.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -196706.015625 Penalty: 2634.322998
	Iteration 37Q: 3 clusters Score -196706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -196721.203125 Penalty: 2634.322998
	Iteration 38Q: 3 clusters Score -196721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196733.109375 Penalty: 2634.322998
	Iteration 39Q: 3 clusters Score -196733.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -196752.390625 Penalty: 2634.322998
	Iteration 40F: 3 clusters Score -196752.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -196774.484375 Penalty: 2634.322998
	Iteration 41Q: 3 clusters Score -196774.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196803.609375 Penalty: 2634.322998
	Iteration 42Q: 3 clusters Score -196803.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196831.234375 Penalty: 2634.322998
	Iteration 43Q: 3 clusters Score -196831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196851.218750 Penalty: 2634.322998
	Iteration 44Q: 3 clusters Score -196851.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196864.828125 Penalty: 2634.322998
	Iteration 45Q: 3 clusters Score -196864.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -196876.578125 Penalty: 2634.322998
	Iteration 46Q: 3 clusters Score -196876.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196886.406250 Penalty: 2634.322998
	Iteration 47Q: 3 clusters Score -196886.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196896.718750 Penalty: 2634.322998
	Iteration 48Q: 3 clusters Score -196896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196904.984375 Penalty: 2634.322998
	Iteration 49Q: 3 clusters Score -196905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196910.296875 Penalty: 2634.322998
	Iteration 50Q: 3 clusters Score -196910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196916.531250 Penalty: 2634.322998
	Iteration 51Q: 3 clusters Score -196916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196920.796875 Penalty: 2634.322998
	Iteration 52Q: 3 clusters Score -196920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196924.109375 Penalty: 2634.322998
	Iteration 53Q: 3 clusters Score -196924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -196927.734375 Penalty: 2634.322998
	Iteration 54Q: 3 clusters Score -196927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196930.421875 Penalty: 2634.322998
	Iteration 55Q: 3 clusters Score -196930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -196931.937500 Penalty: 2634.322998
	Iteration 56Q: 3 clusters Score -196931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -196932.562500 Penalty: 2634.322998
	Iteration 57Q: 3 clusters Score -196932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -196933.281250 Penalty: 2634.322998
	Iteration 58Q: 3 clusters Score -196933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196933.453125 Penalty: 2634.322998
	Iteration 59Q: 3 clusters Score -196933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196933.750000 Penalty: 2634.322998
	Iteration 60F: 3 clusters Score -196933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -196934.593750 Penalty: 2634.322998
	Iteration 61Q: 3 clusters Score -196934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -196935.531250 Penalty: 2634.322998
	Iteration 62Q: 3 clusters Score -196935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196937.453125 Penalty: 2634.322998
	Iteration 63Q: 3 clusters Score -196937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -196941.125000 Penalty: 2634.322998
	Iteration 64Q: 3 clusters Score -196941.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -196946.937500 Penalty: 2634.322998
	Iteration 65Q: 3 clusters Score -196946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196950.968750 Penalty: 2634.322998
	Iteration 66Q: 3 clusters Score -196951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -196952.312500 Penalty: 2634.322998
	Iteration 67Q: 3 clusters Score -196952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -196954.187500 Penalty: 2634.322998
	Iteration 68Q: 3 clusters Score -196954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -196955.375000 Penalty: 2634.322998
	Iteration 69Q: 3 clusters Score -196955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -196956.515625 Penalty: 2634.322998
	Iteration 70Q: 3 clusters Score -196956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -196957.062500 Penalty: 2634.322998
	Iteration 71Q: 3 clusters Score -196957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -196957.062500 Penalty: 2634.322998
	Iteration 72F: 3 clusters Score -196957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -106304.242188 Penalty: 1221.950073
	Iteration 0F: 2 clusters Score -106304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -104352.960938 Penalty: 2443.900146
	Iteration 0F: 3 clusters Score -104353 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -104779.445312 Penalty: 2443.900146
	Iteration 1F: 3 clusters Score -104779.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -104874.015625 Penalty: 2443.900146
	Iteration 2F: 3 clusters Score -104874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -104948.765625 Penalty: 2443.900146
	Iteration 3Q: 3 clusters Score -104948.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -104993.390625 Penalty: 2443.900146
	Iteration 4Q: 3 clusters Score -104993.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -105029.890625 Penalty: 2443.900146
	Iteration 5Q: 3 clusters Score -105029.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -105060.492188 Penalty: 2443.900146
	Iteration 6Q: 3 clusters Score -105060.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -105095.609375 Penalty: 2443.900146
	Iteration 7Q: 3 clusters Score -105095.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -105132.750000 Penalty: 2443.900146
	Iteration 8Q: 3 clusters Score -105132.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -105168.382812 Penalty: 2443.900146
	Iteration 9Q: 3 clusters Score -105168.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -105206.187500 Penalty: 2443.900146
	Iteration 10Q: 3 clusters Score -105206.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -105241.828125 Penalty: 2443.900146
	Iteration 11Q: 3 clusters Score -105241.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -105279.656250 Penalty: 2443.900146
	Iteration 12Q: 3 clusters Score -105279.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -105311.601562 Penalty: 2443.900146
	Iteration 13Q: 3 clusters Score -105311.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -105340.679688 Penalty: 2443.900146
	Iteration 14Q: 3 clusters Score -105340.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -105353.078125 Penalty: 2443.900146
	Iteration 15Q: 3 clusters Score -105353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -105366.953125 Penalty: 2443.900146
	Iteration 16Q: 3 clusters Score -105367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -105375.562500 Penalty: 2443.900146
	Iteration 17Q: 3 clusters Score -105375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -105387.437500 Penalty: 2443.900146
	Iteration 18Q: 3 clusters Score -105387.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -105417.898438 Penalty: 2443.900146
	Iteration 19Q: 3 clusters Score -105417.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -105455.343750 Penalty: 2443.900146
	Iteration 20F: 3 clusters Score -105455.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -105477.906250 Penalty: 2443.900146
	Iteration 21Q: 3 clusters Score -105477.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -105498.695312 Penalty: 2443.900146
	Iteration 22Q: 3 clusters Score -105498.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -105516.414062 Penalty: 2443.900146
	Iteration 23Q: 3 clusters Score -105516.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -105533.656250 Penalty: 2443.900146
	Iteration 24Q: 3 clusters Score -105533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -105539.578125 Penalty: 2443.900146
	Iteration 25Q: 3 clusters Score -105539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -105543.515625 Penalty: 2443.900146
	Iteration 26Q: 3 clusters Score -105543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -105544.750000 Penalty: 2443.900146
	Iteration 27Q: 3 clusters Score -105544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -105545.578125 Penalty: 2443.900146
	Iteration 28Q: 3 clusters Score -105545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -105546.890625 Penalty: 2443.900146
	Iteration 29Q: 3 clusters Score -105546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -105547.875000 Penalty: 2443.900146
	Iteration 30Q: 3 clusters Score -105547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -105548.304688 Penalty: 2443.900146
	Iteration 31Q: 3 clusters Score -105548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -105548.664062 Penalty: 2443.900146
	Iteration 32Q: 3 clusters Score -105548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -105549.437500 Penalty: 2443.900146
	Iteration 33Q: 3 clusters Score -105549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -105549.437500 Penalty: 2443.900146
	Iteration 34F: 3 clusters Score -105549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -65568.523438 Penalty: 1150.367432
	Iteration 0F: 2 clusters Score -65568.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63984.195312 Penalty: 2300.734863
	Iteration 0F: 3 clusters Score -63984.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64274.554688 Penalty: 2300.734863
	Iteration 1F: 3 clusters Score -64274.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64414.593750 Penalty: 2300.734863
	Iteration 2F: 3 clusters Score -64414.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64542.738281 Penalty: 2300.734863
	Iteration 3F: 3 clusters Score -64542.74 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64662.312500 Penalty: 2300.734863
	Iteration 4F: 3 clusters Score -64662.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -64779.132812 Penalty: 2300.734863
	Iteration 5F: 3 clusters Score -64779.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64864.515625 Penalty: 2300.734863
	Iteration 6Q: 3 clusters Score -64864.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -64939.675781 Penalty: 2300.734863
	Iteration 7Q: 3 clusters Score -64939.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -65006.363281 Penalty: 2300.734863
	Iteration 8Q: 3 clusters Score -65006.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -65135.683594 Penalty: 2300.734863
	Iteration 9Q: 3 clusters Score -65135.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -65285.660156 Penalty: 2300.734863
	Iteration 10Q: 3 clusters Score -65285.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -65390.546875 Penalty: 2300.734863
	Iteration 11Q: 3 clusters Score -65390.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65461.820312 Penalty: 2300.734863
	Iteration 12Q: 3 clusters Score -65461.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -65489.054688 Penalty: 2300.734863
	Iteration 13Q: 3 clusters Score -65489.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -65498.453125 Penalty: 2300.734863
	Iteration 14Q: 3 clusters Score -65498.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -65504.433594 Penalty: 2300.734863
	Iteration 15Q: 3 clusters Score -65504.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -65505.542969 Penalty: 2300.734863
	Iteration 16Q: 3 clusters Score -65505.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -65507.039062 Penalty: 2300.734863
	Iteration 17Q: 3 clusters Score -65507.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -65507.039062 Penalty: 2300.734863
	Iteration 18F: 3 clusters Score -65507.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -104698.210938 Penalty: 1216.118530
	Iteration 0F: 2 clusters Score -104698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -102731.531250 Penalty: 2432.237061
	Iteration 0F: 3 clusters Score -102731.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -103133.242188 Penalty: 2432.237061
	Iteration 1F: 3 clusters Score -103133.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -103231.906250 Penalty: 2432.237061
	Iteration 2F: 3 clusters Score -103231.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -103283.796875 Penalty: 2432.237061
	Iteration 3Q: 3 clusters Score -103283.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -103324.875000 Penalty: 2432.237061
	Iteration 4Q: 3 clusters Score -103324.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -103350.406250 Penalty: 2432.237061
	Iteration 5Q: 3 clusters Score -103350.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -103382.062500 Penalty: 2432.237061
	Iteration 6Q: 3 clusters Score -103382.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -103416.320312 Penalty: 2432.237061
	Iteration 7Q: 3 clusters Score -103416.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -103448.835938 Penalty: 2432.237061
	Iteration 8Q: 3 clusters Score -103448.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -103470.679688 Penalty: 2432.237061
	Iteration 9Q: 3 clusters Score -103470.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -103487.242188 Penalty: 2432.237061
	Iteration 10Q: 3 clusters Score -103487.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -103504.765625 Penalty: 2432.237061
	Iteration 11Q: 3 clusters Score -103504.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -103519.976562 Penalty: 2432.237061
	Iteration 12Q: 3 clusters Score -103520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -103531.812500 Penalty: 2432.237061
	Iteration 13Q: 3 clusters Score -103531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -103541.281250 Penalty: 2432.237061
	Iteration 14Q: 3 clusters Score -103541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -103547.578125 Penalty: 2432.237061
	Iteration 15Q: 3 clusters Score -103547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -103557.539062 Penalty: 2432.237061
	Iteration 16Q: 3 clusters Score -103557.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -103567.343750 Penalty: 2432.237061
	Iteration 17Q: 3 clusters Score -103567.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -103578.390625 Penalty: 2432.237061
	Iteration 18Q: 3 clusters Score -103578.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -103596.320312 Penalty: 2432.237061
	Iteration 19Q: 3 clusters Score -103596.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -103620.992188 Penalty: 2432.237061
	Iteration 20F: 3 clusters Score -103621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -103637.289062 Penalty: 2432.237061
	Iteration 21Q: 3 clusters Score -103637.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -103651.062500 Penalty: 2432.237061
	Iteration 22Q: 3 clusters Score -103651.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -103668.265625 Penalty: 2432.237061
	Iteration 23Q: 3 clusters Score -103668.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -103686.343750 Penalty: 2432.237061
	Iteration 24Q: 3 clusters Score -103686.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -103701.046875 Penalty: 2432.237061
	Iteration 25Q: 3 clusters Score -103701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -103713.437500 Penalty: 2432.237061
	Iteration 26Q: 3 clusters Score -103713.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -103722.500000 Penalty: 2432.237061
	Iteration 27Q: 3 clusters Score -103722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -103732.773438 Penalty: 2432.237061
	Iteration 28Q: 3 clusters Score -103732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -103743.695312 Penalty: 2432.237061
	Iteration 29Q: 3 clusters Score -103743.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -103755.484375 Penalty: 2432.237061
	Iteration 30Q: 3 clusters Score -103755.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -103773.234375 Penalty: 2432.237061
	Iteration 31Q: 3 clusters Score -103773.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -103799.101562 Penalty: 2432.237061
	Iteration 32Q: 3 clusters Score -103799.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -103819.500000 Penalty: 2432.237061
	Iteration 33Q: 3 clusters Score -103819.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -103852.429688 Penalty: 2432.237061
	Iteration 34Q: 3 clusters Score -103852.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -103885.851562 Penalty: 2432.237061
	Iteration 35Q: 3 clusters Score -103885.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -103921.929688 Penalty: 2432.237061
	Iteration 36Q: 3 clusters Score -103921.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -103955.484375 Penalty: 2432.237061
	Iteration 37Q: 3 clusters Score -103955.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -103967.921875 Penalty: 2432.237061
	Iteration 38Q: 3 clusters Score -103967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -103977.710938 Penalty: 2432.237061
	Iteration 39Q: 3 clusters Score -103977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -103983.187500 Penalty: 2432.237061
	Iteration 40F: 3 clusters Score -103983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -103994.398438 Penalty: 2432.237061
	Iteration 41Q: 3 clusters Score -103994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -104003.359375 Penalty: 2432.237061
	Iteration 42Q: 3 clusters Score -104003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -104005.734375 Penalty: 2432.237061
	Iteration 43Q: 3 clusters Score -104005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -104007.273438 Penalty: 2432.237061
	Iteration 44Q: 3 clusters Score -104007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -104009.546875 Penalty: 2432.237061
	Iteration 45Q: 3 clusters Score -104009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104010.968750 Penalty: 2432.237061
	Iteration 46Q: 3 clusters Score -104011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104010.968750 Penalty: 2432.237061
	Iteration 47F: 3 clusters Score -104011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -119673.015625 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -119673 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 1029 members 
Entering Unmasked Estep 
Score: -117569.554688 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -117569.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -117997.468750 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -117997.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -118154.406250 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -118154.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -118253.429688 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -118253.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -118322.000000 Penalty: 2483.508301
	Iteration 4Q: 3 clusters Score -118322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118364.953125 Penalty: 2483.508301
	Iteration 5Q: 3 clusters Score -118365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -118386.351562 Penalty: 2483.508301
	Iteration 6Q: 3 clusters Score -118386.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -118413.242188 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -118413.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -118434.234375 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -118434.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -118449.640625 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -118449.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -118462.367188 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -118462.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -118476.304688 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -118476.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -118487.257812 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -118487.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -118497.851562 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -118497.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -118506.085938 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -118506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -118513.703125 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -118513.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -118524.734375 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -118524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -118532.429688 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -118532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -118537.312500 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -118537.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -118547.015625 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -118547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -118553.804688 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -118553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -118558.695312 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -118558.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -118562.601562 Penalty: 2483.508301
	Iteration 22Q: 3 clusters Score -118562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -118567.523438 Penalty: 2483.508301
	Iteration 23Q: 3 clusters Score -118567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -118573.554688 Penalty: 2483.508301
	Iteration 24Q: 3 clusters Score -118573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -118575.968750 Penalty: 2483.508301
	Iteration 25Q: 3 clusters Score -118576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -118579.992188 Penalty: 2483.508301
	Iteration 26Q: 3 clusters Score -118580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -118584.953125 Penalty: 2483.508301
	Iteration 27Q: 3 clusters Score -118585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -118590.937500 Penalty: 2483.508301
	Iteration 28Q: 3 clusters Score -118590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -118595.789062 Penalty: 2483.508301
	Iteration 29Q: 3 clusters Score -118595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -118599.281250 Penalty: 2483.508301
	Iteration 30Q: 3 clusters Score -118599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -118604.125000 Penalty: 2483.508301
	Iteration 31Q: 3 clusters Score -118604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -118608.632812 Penalty: 2483.508301
	Iteration 32Q: 3 clusters Score -118608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -118615.039062 Penalty: 2483.508301
	Iteration 33Q: 3 clusters Score -118615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -118619.968750 Penalty: 2483.508301
	Iteration 34Q: 3 clusters Score -118620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -118626.468750 Penalty: 2483.508301
	Iteration 35Q: 3 clusters Score -118626.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -118632.382812 Penalty: 2483.508301
	Iteration 36Q: 3 clusters Score -118632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -118638.070312 Penalty: 2483.508301
	Iteration 37Q: 3 clusters Score -118638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -118643.296875 Penalty: 2483.508301
	Iteration 38Q: 3 clusters Score -118643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -118649.554688 Penalty: 2483.508301
	Iteration 39Q: 3 clusters Score -118649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -118654.960938 Penalty: 2483.508301
	Iteration 40F: 3 clusters Score -118655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -118658.515625 Penalty: 2483.508301
	Iteration 41Q: 3 clusters Score -118658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -118662.992188 Penalty: 2483.508301
	Iteration 42Q: 3 clusters Score -118663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -118664.953125 Penalty: 2483.508301
	Iteration 43Q: 3 clusters Score -118665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -118667.429688 Penalty: 2483.508301
	Iteration 44Q: 3 clusters Score -118667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -118670.187500 Penalty: 2483.508301
	Iteration 45Q: 3 clusters Score -118670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -118672.015625 Penalty: 2483.508301
	Iteration 46Q: 3 clusters Score -118672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -118674.328125 Penalty: 2483.508301
	Iteration 47Q: 3 clusters Score -118674.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -118676.156250 Penalty: 2483.508301
	Iteration 48Q: 3 clusters Score -118676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -118679.046875 Penalty: 2483.508301
	Iteration 49Q: 3 clusters Score -118679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -118681.578125 Penalty: 2483.508301
	Iteration 50Q: 3 clusters Score -118681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -118682.390625 Penalty: 2483.508301
	Iteration 51Q: 3 clusters Score -118682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -118683.492188 Penalty: 2483.508301
	Iteration 52Q: 3 clusters Score -118683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -118685.507812 Penalty: 2483.508301
	Iteration 53Q: 3 clusters Score -118685.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -118688.562500 Penalty: 2483.508301
	Iteration 54Q: 3 clusters Score -118688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -118690.632812 Penalty: 2483.508301
	Iteration 55Q: 3 clusters Score -118690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -118693.359375 Penalty: 2483.508301
	Iteration 56Q: 3 clusters Score -118693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -118696.726562 Penalty: 2483.508301
	Iteration 57Q: 3 clusters Score -118696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -118697.289062 Penalty: 2483.508301
	Iteration 58Q: 3 clusters Score -118697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -118698.250000 Penalty: 2483.508301
	Iteration 59Q: 3 clusters Score -118698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -118699.218750 Penalty: 2483.508301
	Iteration 60F: 3 clusters Score -118699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94630.796875 Penalty: 1207.489868
	Iteration 0F: 2 clusters Score -94630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92758.242188 Penalty: 2414.979736
	Iteration 0F: 3 clusters Score -92758.24 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -93105.304688 Penalty: 2414.979736
	Iteration 1F: 3 clusters Score -93105.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93197.500000 Penalty: 2414.979736
	Iteration 2F: 3 clusters Score -93197.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -93254.039062 Penalty: 2414.979736
	Iteration 3Q: 3 clusters Score -93254.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -93278.632812 Penalty: 2414.979736
	Iteration 4Q: 3 clusters Score -93278.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -93296.375000 Penalty: 2414.979736
	Iteration 5Q: 3 clusters Score -93296.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -93317.031250 Penalty: 2414.979736
	Iteration 6Q: 3 clusters Score -93317.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -93336.382812 Penalty: 2414.979736
	Iteration 7Q: 3 clusters Score -93336.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -93356.515625 Penalty: 2414.979736
	Iteration 8Q: 3 clusters Score -93356.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -93374.929688 Penalty: 2414.979736
	Iteration 9Q: 3 clusters Score -93374.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -93389.335938 Penalty: 2414.979736
	Iteration 10Q: 3 clusters Score -93389.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -93407.601562 Penalty: 2414.979736
	Iteration 11Q: 3 clusters Score -93407.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -93421.476562 Penalty: 2414.979736
	Iteration 12Q: 3 clusters Score -93421.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -93434.507812 Penalty: 2414.979736
	Iteration 13Q: 3 clusters Score -93434.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -93444.554688 Penalty: 2414.979736
	Iteration 14Q: 3 clusters Score -93444.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -93452.179688 Penalty: 2414.979736
	Iteration 15Q: 3 clusters Score -93452.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -93458.265625 Penalty: 2414.979736
	Iteration 16Q: 3 clusters Score -93458.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -93466.171875 Penalty: 2414.979736
	Iteration 17Q: 3 clusters Score -93466.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -93474.703125 Penalty: 2414.979736
	Iteration 18Q: 3 clusters Score -93474.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -93485.070312 Penalty: 2414.979736
	Iteration 19Q: 3 clusters Score -93485.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -93492.289062 Penalty: 2414.979736
	Iteration 20F: 3 clusters Score -93492.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -93497.742188 Penalty: 2414.979736
	Iteration 21Q: 3 clusters Score -93497.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -93499.781250 Penalty: 2414.979736
	Iteration 22Q: 3 clusters Score -93499.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -93502.757812 Penalty: 2414.979736
	Iteration 23Q: 3 clusters Score -93502.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -93507.554688 Penalty: 2414.979736
	Iteration 24Q: 3 clusters Score -93507.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -93513.140625 Penalty: 2414.979736
	Iteration 25Q: 3 clusters Score -93513.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -93518.140625 Penalty: 2414.979736
	Iteration 26Q: 3 clusters Score -93518.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -93520.710938 Penalty: 2414.979736
	Iteration 27Q: 3 clusters Score -93520.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -93523.242188 Penalty: 2414.979736
	Iteration 28Q: 3 clusters Score -93523.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -93526.015625 Penalty: 2414.979736
	Iteration 29Q: 3 clusters Score -93526.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -93529.273438 Penalty: 2414.979736
	Iteration 30Q: 3 clusters Score -93529.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -93532.398438 Penalty: 2414.979736
	Iteration 31Q: 3 clusters Score -93532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -93536.015625 Penalty: 2414.979736
	Iteration 32Q: 3 clusters Score -93536.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -93538.195312 Penalty: 2414.979736
	Iteration 33Q: 3 clusters Score -93538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -93538.992188 Penalty: 2414.979736
	Iteration 34Q: 3 clusters Score -93538.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -93541.570312 Penalty: 2414.979736
	Iteration 35Q: 3 clusters Score -93541.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -93545.796875 Penalty: 2414.979736
	Iteration 36Q: 3 clusters Score -93545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -93546.875000 Penalty: 2414.979736
	Iteration 37Q: 3 clusters Score -93546.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -93547.304688 Penalty: 2414.979736
	Iteration 38Q: 3 clusters Score -93547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -93547.304688 Penalty: 2414.979736
	Iteration 39F: 3 clusters Score -93547.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Entering Unmasked Estep 
Score: -1932435.500000 Penalty: 1681.786377
	Iteration 0F: 2 clusters Score -1932436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1911391.000000 Penalty: 3363.572754
	Iteration 0F: 3 clusters Score -1911391 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1919503.500000 Penalty: 3363.572754
	Iteration 1F: 3 clusters Score -1919504 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1919970.000000 Penalty: 3363.572754
	Iteration 2Q: 3 clusters Score -1919970 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1920514.375000 Penalty: 3363.572754
	Iteration 3Q: 3 clusters Score -1920514 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1921233.000000 Penalty: 3363.572754
	Iteration 4F: 3 clusters Score -1921233 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1922143.875000 Penalty: 3363.572754
	Iteration 5F: 3 clusters Score -1922144 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1923124.500000 Penalty: 3363.572754
	Iteration 6F: 3 clusters Score -1923124 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1924076.750000 Penalty: 3363.572754
	Iteration 7F: 3 clusters Score -1924077 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1924908.500000 Penalty: 3363.572754
	Iteration 8F: 3 clusters Score -1924908 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1925673.125000 Penalty: 3363.572754
	Iteration 9Q: 3 clusters Score -1925673 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1926382.250000 Penalty: 3363.572754
	Iteration 10Q: 3 clusters Score -1926382 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1927104.000000 Penalty: 3363.572754
	Iteration 11Q: 3 clusters Score -1927104 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1927834.125000 Penalty: 3363.572754
	Iteration 12Q: 3 clusters Score -1927834 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1928592.875000 Penalty: 3363.572754
	Iteration 13Q: 3 clusters Score -1928593 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1929309.875000 Penalty: 3363.572754
	Iteration 14Q: 3 clusters Score -1929310 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1929901.125000 Penalty: 3363.572754
	Iteration 15Q: 3 clusters Score -1929901 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1930324.250000 Penalty: 3363.572754
	Iteration 16Q: 3 clusters Score -1930324 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1930591.250000 Penalty: 3363.572754
	Iteration 17Q: 3 clusters Score -1930591 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1930756.750000 Penalty: 3363.572754
	Iteration 18Q: 3 clusters Score -1930757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1930852.125000 Penalty: 3363.572754
	Iteration 19Q: 3 clusters Score -1930852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1930925.000000 Penalty: 3363.572754
	Iteration 20F: 3 clusters Score -1930925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1930980.250000 Penalty: 3363.572754
	Iteration 21Q: 3 clusters Score -1930980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1931014.875000 Penalty: 3363.572754
	Iteration 22Q: 3 clusters Score -1931015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1931031.250000 Penalty: 3363.572754
	Iteration 23Q: 3 clusters Score -1931031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1931045.250000 Penalty: 3363.572754
	Iteration 24Q: 3 clusters Score -1931045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1931060.000000 Penalty: 3363.572754
	Iteration 25Q: 3 clusters Score -1931060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1931073.875000 Penalty: 3363.572754
	Iteration 26Q: 3 clusters Score -1931074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1931085.375000 Penalty: 3363.572754
	Iteration 27Q: 3 clusters Score -1931085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1931095.375000 Penalty: 3363.572754
	Iteration 28Q: 3 clusters Score -1931095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1931102.125000 Penalty: 3363.572754
	Iteration 29Q: 3 clusters Score -1931102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1931106.250000 Penalty: 3363.572754
	Iteration 30Q: 3 clusters Score -1931106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1931105.375000 Penalty: 3363.572754
	Iteration 31Q: 3 clusters Score -1931105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1931107.125000 Penalty: 3363.572754
	Iteration 32Q: 3 clusters Score -1931107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1931110.000000 Penalty: 3363.572754
	Iteration 33Q: 3 clusters Score -1931110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1931109.625000 Penalty: 3363.572754
	Iteration 34Q: 3 clusters Score -1931110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1931116.750000 Penalty: 3363.572754
	Iteration 35Q: 3 clusters Score -1931117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1931117.250000 Penalty: 3363.572754
	Iteration 36Q: 3 clusters Score -1931117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1931117.625000 Penalty: 3363.572754
	Iteration 37Q: 3 clusters Score -1931118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1931120.750000 Penalty: 3363.572754
	Iteration 38Q: 3 clusters Score -1931121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1931124.875000 Penalty: 3363.572754
	Iteration 39Q: 3 clusters Score -1931125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1931125.625000 Penalty: 3363.572754
	Iteration 40F: 3 clusters Score -1931126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1931126.375000 Penalty: 3363.572754
	Iteration 41Q: 3 clusters Score -1931126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1931129.000000 Penalty: 3363.572754
	Iteration 42Q: 3 clusters Score -1931129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1931129.000000 Penalty: 3363.572754
	Iteration 43F: 3 clusters Score -1931129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -61167.441406 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -61167.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59662.437500 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -59662.44 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59930.468750 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -59930.47 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60007.757812 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -60007.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60053.632812 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -60053.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60084.277344 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -60084.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60111.000000 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -60111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60135.660156 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -60135.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60153.968750 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -60153.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60167.761719 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -60167.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60172.914062 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -60172.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60179.324219 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -60179.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -60194.011719 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -60194.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60208.390625 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -60208.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60223.050781 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -60223.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60230.039062 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -60230.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60236.320312 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -60236.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60242.285156 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -60242.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60249.894531 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -60249.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60258.292969 Penalty: 2273.028320
	Iteration 18Q: 3 clusters Score -60258.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60266.886719 Penalty: 2273.028320
	Iteration 19Q: 3 clusters Score -60266.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60272.054688 Penalty: 2273.028320
	Iteration 20F: 3 clusters Score -60272.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60274.070312 Penalty: 2273.028320
	Iteration 21Q: 3 clusters Score -60274.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60275.855469 Penalty: 2273.028320
	Iteration 22Q: 3 clusters Score -60275.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -60277.855469 Penalty: 2273.028320
	Iteration 23Q: 3 clusters Score -60277.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -60277.855469 Penalty: 2273.028320
	Iteration 24F: 3 clusters Score -60277.86 nChanged 0
--- Evaluating fit on full set of 1648792 points ---
Entering Unmasked Estep 
Score: -92969632.000000 Penalty: 104682.484375
25->46 Clusters: Score -92969632.000000, best is -92982536.000000

Main iterations: 0 (time per=infms)
Total iterations: 51157 (time per=180.622390ms)
Iterations metric 2: 952314822656.000000 (time per=9.702778ns)
Iterations metric 3: 22857146957824.000000 (time per=404.254285ps)

That took 9240.099609 seconds.
